diff --git a/.idea/workspace.xml b/.idea/workspace.xml index 458a7adf7c2b2b744f683fd37ad276ee477f4912..d16994e6295bed31b7d291c66f6d2056e00d479e 100644 --- a/.idea/workspace.xml +++ b/.idea/workspace.xml @@ -5,17 +5,20 @@ </component> <component name="ChangeListManager"> <list default="true" id="7b111a3e-1726-4d52-a9de-f7a3f867dbc7" name="Default" comment=""> + <change type="NEW" beforePath="" afterPath="$PROJECT_DIR$/Code/ExecClassif.py" /> + <change type="MOVED" beforePath="$PROJECT_DIR$/Code/MultiView/GetMutliviewDb.py" afterPath="$PROJECT_DIR$/Code/MultiView/GetMultiviewDb.py" /> <change type="MODIFICATION" beforePath="$PROJECT_DIR$/.idea/workspace.xml" afterPath="$PROJECT_DIR$/.idea/workspace.xml" /> + <change type="MODIFICATION" beforePath="$PROJECT_DIR$/Code/MonoView/ClassifMonoView.py" afterPath="$PROJECT_DIR$/Code/MonoView/ClassifMonoView.py" /> <change type="MODIFICATION" beforePath="$PROJECT_DIR$/Code/MonoView/ExecClassifMonoView.py" 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value="$PROJECT_DIR$/Code/MonoView/ClassifMonoView.py" /> <option value="$PROJECT_DIR$/Code/MonoView/ExecClassifMonoView.py" /> + <option value="$PROJECT_DIR$/Code/MultiView/Fusion/Fusion.py" /> + <option value="$PROJECT_DIR$/Code/MultiView/Fusion/Methods/EarlyFusion.py" /> + <option value="$PROJECT_DIR$/Code/MultiView/Fusion/Methods/LateFusion.py" /> + <option value="$PROJECT_DIR$/Code/MonoView/__init__.py" /> + <option value="$PROJECT_DIR$/Code/ExecClassif.py" /> </list> </option> </component> @@ -240,8 +233,6 @@ <foldersAlwaysOnTop value="true" /> </navigator> <panes> - <pane id="PackagesPane" /> - <pane id="Scratches" /> <pane id="ProjectPane"> <subPane> <PATH> @@ -292,6 +283,102 @@ <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" /> </PATH_ELEMENT> </PATH> + <PATH> + <PATH_ELEMENT> + <option name="myItemId" value="multiview-machine-learning-omis" /> + <option name="myItemType" 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value="com.intellij.ide.projectView.impl.nodes.ProjectViewProjectNode" /> + </PATH_ELEMENT> + <PATH_ELEMENT> + <option name="myItemId" value="multiview-machine-learning-omis" /> + <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" /> + </PATH_ELEMENT> + <PATH_ELEMENT> + <option name="myItemId" value="Code" /> + <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" /> + </PATH_ELEMENT> + <PATH_ELEMENT> + <option name="myItemId" value="MultiView" /> + <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" /> + </PATH_ELEMENT> + <PATH_ELEMENT> + <option name="myItemId" value="Mumbo" /> + <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" /> + </PATH_ELEMENT> + <PATH_ELEMENT> + <option name="myItemId" value="Classifiers" /> + <option name="myItemType" value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" /> + </PATH_ELEMENT> + 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value="com.intellij.ide.projectView.impl.nodes.PsiDirectoryNode" /> + </PATH_ELEMENT> + </PATH> <PATH> <PATH_ELEMENT> <option name="myItemId" value="multiview-machine-learning-omis" /> @@ -312,7 +399,9 @@ </PATH> </subPane> </pane> + <pane id="Scratches" /> <pane id="Scope" /> + <pane id="PackagesPane" /> </panes> </component> <component name="PropertiesComponent"> @@ -976,6 +1065,11 @@ <workItem from="1471292536490" duration="38724000" /> <workItem from="1471526341422" duration="14270000" /> <workItem from="1471549043397" duration="1787000" /> + <workItem from="1471609099049" duration="817000" /> + <workItem from="1471610222924" duration="280000" /> + <workItem from="1471610764951" duration="126000" /> + <workItem from="1471611281514" duration="8202000" /> + <workItem from="1471622697299" duration="4323000" /> </task> <task id="LOCAL-00001" summary="Refactored and added subsampling file in classifiers module"> <created>1470926189095</created> @@ -988,11 +1082,11 @@ <servers /> </component> <component name="TimeTrackingManager"> - <option name="totallyTimeSpent" value="77413000" /> + <option name="totallyTimeSpent" value="91161000" /> </component> <component name="ToolWindowManager"> <frame x="65" y="24" width="1855" height="1056" extended-state="6" /> - <editor active="false" /> + <editor active="true" /> <layout> <window_info id="Palette" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="3" side_tool="false" content_ui="tabs" /> <window_info id="TODO" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="6" side_tool="false" content_ui="tabs" /> @@ -1010,8 +1104,8 @@ <window_info id="Structure" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.25" 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file="file://$PROJECT_DIR$/Code/ExecClassif.py"> + <provider selected="true" editor-type-id="text-editor"> + <state relative-caret-position="576"> + <caret line="80" column="14" selection-start-line="80" selection-start-column="14" selection-end-line="80" selection-end-column="14" /> + <folding> + <element signature="e#0#15#0" expanded="true" /> + </folding> + </state> + </provider> + </entry> </component> <component name="masterDetails"> <states> diff --git a/Code/ExecClassif.py b/Code/ExecClassif.py new file mode 100644 index 0000000000000000000000000000000000000000..50b6144a6385d825b5a6e28a564d28a7cc61dca5 --- /dev/null +++ b/Code/ExecClassif.py @@ -0,0 +1,120 @@ +import argparse +import pkgutil +import MultiView +import MonoView +import os +import time +import logging + +parser = argparse.ArgumentParser( + description='This file is used to benchmark the accuracies fo multiple classification algorithm on multiview data.', + formatter_class=argparse.ArgumentDefaultsHelpFormatter) + +groupStandard = parser.add_argument_group('Standard arguments') +groupStandard.add_argument('-log', action='store_true', help='Use option to activate Logging to Console') +groupStandard.add_argument('--name', metavar='STRING', action='store', help='Name of Database (default: %(default)s)',default='Caltech') +groupStandard.add_argument('--type', metavar='STRING', action='store', help='Type of database : .hdf5 or .csv',default='.csv') +groupStandard.add_argument('--views', metavar='STRING', action='store',help='Name of the views selected for learning', default='RGB:HOG:SIFT') +groupStandard.add_argument('--pathF', metavar='STRING', action='store',help='Path to the views (default: %(default)s)',default='../FeatExtraction/Results-FeatExtr/') +groupStandard.add_argument('--fileCL', metavar='STRING', action='store', help='Name of classLabels CSV-file (default: %(default)s)', default='classLabels.csv') +groupStandard.add_argument('--fileCLD', metavar='STRING', action='store', help='Name of classLabels-Description CSV-file (default: %(default)s)', default='classLabels-Description.csv') +groupStandard.add_argument('--fileFeat', metavar='STRING', action='store', help='Name of feature CSV-file (default: %(default)s)', default='feature.csv') + +groupClass = parser.add_argument_group('Classification arguments') +groupClass.add_argument('--CL_split', metavar='FLOAT', action='store',help='Determine the learning rate if > 1.0, number of fold for cross validation', type=float,default=0.9) +groupClass.add_argument('--CL_nbFolds', metavar='INT', action='store', help='Number of folds in cross validation',type=int, default=3) +groupClass.add_argument('--CL_nb_class', metavar='INT', action='store', help='Number of classes, -1 for all', type=int,default=4) +groupClass.add_argument('--CL_classes', metavar='STRING', action='store',help='Classes used in the dataset (names of the folders) if not filled, random classes will be selected ex. walrus:mole:leopard', default="") +groupClass.add_argument('--CL_type', metavar='STRING', action='store',help='Determine whether to use Multiview, Monoview or Benchmark', default='Benchmark') +groupClass.add_argument('--CL_algorithm', metavar='STRING', action='store',help='Determine which multiview classifier to use, if CL_type = Benchmark, list all needed algorithms separated with :', default='') +groupClass.add_argument('--CL_cores', metavar='INT', action='store', help='Number of cores, -1 for all', type=int,default=5) + +groupRF = parser.add_argument_group('Random Forest arguments') +groupRF.add_argument('--CL_RF_trees', metavar='STRING', action='store', help='GridSearch: Determine the trees', default='25 75 125 175') + +groupSVC = parser.add_argument_group('SVC arguments') +groupSVC.add_argument('--CL_SVC_kernel', metavar='STRING', action='store', help='GridSearch : Kernels used', default='linear') +groupSVC.add_argument('--CL_SVC_C', metavar='STRING', action='store', help='GridSearch : Penalty parameters used', default='1:10:100:1000') + +groupRF = parser.add_argument_group('Decision Trees arguments') +groupRF.add_argument('--CL_DT_depth', metavar='STRING', action='store', help='GridSearch: Determine max depth for Decision Trees', default='1:3:5:7') + +groupSGD = parser.add_argument_group('SGD arguments') +groupSGD.add_argument('--CL_SGD_alpha', metavar='STRING', action='store', help='GridSearch: Determine alpha for SGDClassifier', default='0.1:0.2:0.5:0.9') +groupSGD.add_argument('--CL_SGD_loss', metavar='STRING', action='store', help='GridSearch: Determine loss for SGDClassifier', default='log') +groupSGD.add_argument('--CL_SGD_penalty', metavar='STRING', action='store', help='GridSearch: Determine penalty for SGDClassifier', default='l2') + + +groupMumbo = parser.add_argument_group('Mumbo arguments') +groupMumbo.add_argument('--MU_type', metavar='STRING', action='store',help='Determine which monoview classifier to use with Mumbo',default='DecisionTree:DecisionTree:DecisionTree:DecisionTree') +groupMumbo.add_argument('--MU_config', metavar='STRING', action='store', nargs='+',help='Configuration for the monoview classifier in Mumbo', default=['3:1.0', '3:1.0', '3:1.0','3:1.0']) +groupMumbo.add_argument('--MU_iter', metavar='INT', action='store',help='Number of iterations in Mumbos learning process', type=int, default=5) + +groupFusion = parser.add_argument_group('Fusion arguments') +groupFusion.add_argument('--FU_type', metavar='STRING', action='store',help='Determine which type of fusion to use', default='LateFusion') +groupFusion.add_argument('--FU_method', metavar='STRING', action='store',help='Determine which method of fusion to use', default='WeightedLinear') +groupFusion.add_argument('--FU_method_config', metavar='STRING', action='store', nargs='+',help='Configuration for the fusion method', default=['1:1:1:1']) +groupFusion.add_argument('--FU_cl_names', metavar='STRING', action='store',help='Names of the monoview classifiers used',default='RandomForest:SGD:SVC:DecisionTree') +groupFusion.add_argument('--FU_cl_config', metavar='STRING', action='store', nargs='+',help='Configuration for the monoview classifiers used', default=['3:4', 'log:l2', '10:linear','4']) + + +args = parser.parse_args() +if args.CL_type=="Benchmark": + if args.CL_algorithm=='': + fusionModulesNames = [name for _, name, isPackage in pkgutil.iter_modules(['MultiView/Fusion/Methods']) if not isPackage] + fusionModules = [getattr(MultiView.Fusion.Methods, fusionModulesName) + for fusionModulesName in fusionModulesNames] + fusionClasses = [getattr(fusionModule, fusionModulesName+"Classifier") + for fusionModulesName, fusionModule in zip(fusionModulesNames, fusionModules)] + fusionMethods = dict((fusionModulesName, [subclass.__name__ for subclass in fusionClasse.__subclasses__() ]) + for fusionModulesName, fusionClasse in zip(fusionModulesNames, fusionClasses)) + fusionMonoviewClassifiers = [name for _, name, isPackage in + pkgutil.iter_modules(['MultiView/Fusion/Methods/MonoviewClassifiers']) + if not isPackage and not name in ["SubSamplig", "ModifiedMulticlass"]] + allFusionAlgos = {"Methods": fusionMethods, "Classifiers": fusionMonoviewClassifiers} + allMumboAlgos = [name for _, name, isPackage in + pkgutil.iter_modules(['MultiView/Mumbo/Classifiers']) + if not isPackage] + allMultiviewAlgos = {"Fusion": allFusionAlgos, "Mumbo": allMumboAlgos} + allMonoviewAlgos = [key[15:] for key in dir(MonoView.ClassifMonoView) if key[:15]=="MonoviewClassif"] + benchmark = {"Monoview" : allMonoviewAlgos, "Multiview" : allMultiviewAlgos} + print benchmark + +# views = args.views.split(":") +# dataBaseType = args.type +# NB_VIEW = len(views) +# mumboClassifierConfig = [argument.split(':') for argument in args.MU_config] +# +# LEARNING_RATE = args.CL_split +# nbFolds = args.CL_nbFolds +# NB_CLASS = args.CL_nb_class +# LABELS_NAMES = args.CL_classes.split(":") +# mumboclassifierNames = args.MU_type.split(':') +# mumboNB_ITER = args.MU_iter +# NB_CORES = args.CL_cores +# fusionClassifierNames = args.FU_cl_names.split(":") +# fusionClassifierConfig = [argument.split(':') for argument in args.FU_cl_config] +# fusionMethodConfig = [argument.split(':') for argument in args.FU_method_config] +# FusionKWARGS = {"fusionType":args.FU_type, "fusionMethod":args.FU_method, +# "monoviewClassifiersNames":fusionClassifierNames, "monoviewClassifiersConfigs":fusionClassifierConfig, +# 'fusionMethodConfig':fusionMethodConfig} +# MumboKWARGS = {"classifiersConfigs":mumboClassifierConfig, "NB_ITER":mumboNB_ITER, "classifiersNames":mumboclassifierNames} +# dir = os.path.dirname(os.path.abspath(__file__)) + "/Results/" +# logFileName = time.strftime("%Y%m%d-%H%M%S") + "-CMultiV-" + args.CL_type + "-" + "_".join(views) + "-" + args.name + \ +# "-LOG" +# logFile = dir + logFileName +# if os.path.isfile(logFile + ".log"): +# for i in range(1, 20): +# testFileName = logFileName + "-" + str(i) + ".log" +# if not (os.path.isfile(dir + testFileName)): +# logfile = dir + testFileName +# break +# else: +# logFile += ".log" +# logging.basicConfig(format='%(asctime)s %(levelname)s: %(message)s', filename=logFile, level=logging.DEBUG, +# filemode='w') +# if args.log: +# logging.getLogger().addHandler(logging.StreamHandler()) +# +# ExecMultiview(views, dataBaseType, args, NB_VIEW, LEARNING_RATE, nbFolds, NB_CLASS, LABELS_NAMES, NB_CORES, +# MumboKWARGS, FusionKWARGS) \ No newline at end of file diff --git a/Code/MonoView/ClassifMonoView.py b/Code/MonoView/ClassifMonoView.py index 47bce8a32805f7ec900e5968a7cbf4b40d66ec76..b7d7315ef5962ddd59c538a92de598dc8b4fedd2 100644 --- a/Code/MonoView/ClassifMonoView.py +++ b/Code/MonoView/ClassifMonoView.py @@ -15,7 +15,7 @@ import sklearn # Import own modules # Author-Info -__author__ = "Nikolas Huelsmann" +__author__ = "Nikolas Huelsmann, Baptiste Bauvin" __status__ = "Prototype" # Production, Development, Prototype __date__ = 2016-03-25 @@ -136,7 +136,7 @@ def calcTrainTest(X,y,split): # X_test: Test Data # y_test: Test Labels # num_estimators: number of trees -def ClassifRandomForest(X_train, y_train, nbFolds=4, nbCores=1, **kwargs): +def MonoviewClassifRandomForest(X_train, y_train, nbFolds=4, nbCores=1, **kwargs): num_estimators = kwargs["numEstimators"] # PipeLine with RandomForest classifier pipeline_rf = Pipeline([('classifier', RandomForestClassifier())]) @@ -168,7 +168,7 @@ def ClassifRandomForest(X_train, y_train, nbFolds=4, nbCores=1, **kwargs): return description, rf_detector -def ClassifSVC(X_train, y_train, nbFolds=4, nbCores=1, **kwargs): +def MonoviewClassifSVC(X_train, y_train, nbFolds=4, nbCores=1, **kwargs): pipeline_SVC = Pipeline([('classifier', sklearn.svm.SVC())]) param_SVC = kwargs @@ -180,7 +180,7 @@ def ClassifSVC(X_train, y_train, nbFolds=4, nbCores=1, **kwargs): return description, SVC_detector -def ClassifDecisionTree(X_train, y_train, nbFolds=4, nbCores=1, **kwargs): +def MonoviewClassifDecisionTree(X_train, y_train, nbFolds=4, nbCores=1, **kwargs): pipeline_DT = Pipeline([('classifier', sklearn.tree.DecisionTreeClassifier())]) param_DT = kwargs @@ -192,7 +192,7 @@ def ClassifDecisionTree(X_train, y_train, nbFolds=4, nbCores=1, **kwargs): return description, DT_detector -def ClassifSGD(X_train, y_train, nbFolds=4, nbCores=1, **kwargs): +def MonoviewClassifSGD(X_train, y_train, nbFolds=4, nbCores=1, **kwargs): pipeline_SGD = Pipeline([('classifier', sklearn.linear_model.SGDClassifier())]) param_SGD = kwargs grid_SGD = GridSearchCV(pipeline_SGD, param_grid=param_SGD, refit=True, n_jobs=nbCores, scoring='accuracy', diff --git a/Code/MonoView/ExecClassifMonoView.py b/Code/MonoView/ExecClassifMonoView.py index 7bf206c31543ab9def5b8586e60b3c6a13bf1b1e..835b66af5d67e8cc8a378367ba40071e3e23a009 100644 --- a/Code/MonoView/ExecClassifMonoView.py +++ b/Code/MonoView/ExecClassifMonoView.py @@ -22,179 +22,182 @@ import ExportResults # Functions to render results # Author-Info -__author__ = "Nikolas Huelsmann" +__author__ = "Nikolas Huelsmann, Baptiste BAUVIN" __status__ = "Prototype" # Production, Development, Prototype __date__ = 2016-03-25 ### Argument Parser -parser = argparse.ArgumentParser( -description='This methods permits to execute a multiclass classification with one single view. At this point the used classifier is a RandomForest. The GridSearch permits to vary the number of trees and CrossValidation with k-folds. The result will be a plot of the score per class and a CSV with the best classifier found by the GridSearch.', -formatter_class=argparse.ArgumentDefaultsHelpFormatter) - -groupStandard = parser.add_argument_group('Standard arguments') -groupStandard.add_argument('-log', action='store_true', help='Use option to activate Logging to Console') -groupStandard.add_argument('--type', metavar='STRING', action='store', help='Type of Dataset', default="hdf5") -groupStandard.add_argument('--name', metavar='STRING', action='store', help='Name of Database (default: %(default)s)', default='DB') -groupStandard.add_argument('--feat', metavar='STRING', action='store', help='Name of Feature for Classification (default: %(default)s)', default='RGB') -groupStandard.add_argument('--pathF', metavar='STRING', action='store', help='Path to the views (default: %(default)s)', default='Results-FeatExtr/') -groupStandard.add_argument('--fileCL', metavar='STRING', action='store', help='Name of classLabels CSV-file (default: %(default)s)', default='classLabels.csv') -groupStandard.add_argument('--fileCLD', metavar='STRING', action='store', help='Name of classLabels-Description CSV-file (default: %(default)s)', default='classLabels-Description.csv') -groupStandard.add_argument('--fileFeat', metavar='STRING', action='store', help='Name of feature CSV-file (default: %(default)s)', default='feature.csv') - - -groupClass = parser.add_argument_group('Classification arguments') -groupClass.add_argument('--CL_type', metavar='STRING', action='store', help='Classifier to use', default="RandomForest") -groupClass.add_argument('--CL_CV', metavar='INT', action='store', help='Number of k-folds for CV', type=int, default=10) -groupClass.add_argument('--CL_Cores', metavar='INT', action='store', help='Number of cores, -1 for all', type=int, default=1) -groupClass.add_argument('--CL_split', metavar='FLOAT', action='store', help='Split ratio for train and test', type=float, default=0.9) - - -groupRF = parser.add_argument_group('Random Forest arguments') -groupRF.add_argument('--CL_RF_trees', metavar='STRING', action='store', help='GridSearch: Determine the trees', default='25 75 125 175') - -groupSVC = parser.add_argument_group('SVC arguments') -groupSVC.add_argument('--CL_SVC_kernel', metavar='STRING', action='store', help='GridSearch : Kernels used', default='linear') -groupSVC.add_argument('--CL_SVC_C', metavar='STRING', action='store', help='GridSearch : Penalty parameters used', default='1:10:100:1000') - -groupRF = parser.add_argument_group('Decision Trees arguments') -groupRF.add_argument('--CL_DT_depth', metavar='STRING', action='store', help='GridSearch: Determine max depth for Decision Trees', default='1:3:5:7') - -groupSGD = parser.add_argument_group('SGD arguments') -groupSGD.add_argument('--CL_SGD_alpha', metavar='STRING', action='store', help='GridSearch: Determine alpha for SGDClassifier', default='0.1:0.2:0.5:0.9') -groupSGD.add_argument('--CL_SGD_loss', metavar='STRING', action='store', help='GridSearch: Determine loss for SGDClassifier', default='log') -groupSGD.add_argument('--CL_SGD_penalty', metavar='STRING', action='store', help='GridSearch: Determine penalty for SGDClassifier', default='l2') - - -args = parser.parse_args() -RandomForestKWARGS = {"classifier__n_estimators":map(int, args.CL_RF_trees.split())} -SVCKWARGS = {"classifier__kernel":args.CL_SVC_kernel.split(":"), "classifier__C":map(int,args.CL_SVC_C.split(":"))} -DecisionTreeKWARGS = {"classifier__max_depth":map(int,args.CL_DT_depth.split(":"))} -SGDKWARGS = {"classifier__alpha" : map(float,args.CL_SGD_alpha.split(":")), "classifier__loss":args.CL_SGD_loss.split(":"), - "classifier__penalty":args.CL_SGD_penalty.split(":")} -### Main Programm -t_start = time.time() - -# Configure Logger -dir = os.path.dirname(os.path.abspath(__file__)) + "/Results-ClassMonoView/" -logfilename= datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + args.name + "-" + args.feat + "-LOG" -logfile = dir + logfilename -if os.path.isfile(logfile + ".log"): - for i in range(1,20): - testFileName = logfilename + "-" + str(i) + ".log" - if os.path.isfile(dir + testFileName )!=True: - logfile = dir + testFileName - break -else: - logfile = logfile + ".log" -logging.basicConfig(format='%(asctime)s %(levelname)s: %(message)s', filename=logfile, level=logging.DEBUG, filemode='w') - -if(args.log): - logging.getLogger().addHandler(logging.StreamHandler()) +def ExecMonoview(args, RandomForestKWARGS, SVCKWARGS, DecisionTreeKWARGS, SGDKWARGS): # Determine the Database to extract features -logging.debug("### Main Programm for Classification MonoView") -logging.debug("### Classification - Database:" + str(args.name) + " Feature:" + str(args.feat) + " train_size:" + str(args.CL_split) + ", GridSearch of Trees:" + args.CL_RF_trees + ", CrossValidation k-folds:" + str(args.CL_CV) + ", cores:" + str(args.CL_Cores)) - -# Read the features -logging.debug("Start:\t Read "+args.type+" Files") - -if args.type == "csv": - X = np.genfromtxt(args.pathF + args.fileFeat, delimiter=';') - Y = np.genfromtxt(args.pathF + args.fileCL, delimiter=';') -elif args.type == "hdf5": - dataset = h5py.File(args.pathF + args.name + ".hdf5", "r") - viewsDict = dict((dataset.get("/View"+str(viewIndex)+"/name").value, viewIndex) for viewIndex in range(dataset.get("nbView").value)) - X = dataset["View"+str(viewsDict[args.feat])+"/matrix"][...] - # X_ = dataset["View"+str(viewsDict[args.feat])+"/matrix"][...] - # X = np.zeros((dataset.get("datasetLength/").value, dataset["View"+str(viewsDict[args.feat])+"/shape"][1]), dtype=int) - # for exampleindice, exampleArray in enumerate(X_): - # dicti = dict((index, value) for index, value in enumerate(exampleArray)) - # sorted_x = sorted(dicti.items(), key=operator.itemgetter(1)) - # X[exampleindice] = np.array([index for (index, value) in sorted_x], dtype=int) - - Y = dataset["Labels/labelsArray"][...] - -logging.debug("Info:\t Shape of Feature:" + str(X.shape) + ", Length of classLabels vector:" + str(Y.shape)) -logging.debug("Done:\t Read CSV Files") - -# Calculate Train/Test data -logging.debug("Start:\t Determine Train/Test split") - -X_train, X_test, y_train, y_test = ClassifMonoView.calcTrainTest(X, Y, args.CL_split) - -logging.debug("Info:\t Shape X_train:" + str(X_train.shape) + ", Length of y_train:" + str(len(y_train))) -logging.debug("Info:\t Shape X_test:" + str(X_test.shape) + ", Length of y_test:" + str(len(y_test))) -logging.debug("Done:\t Determine Train/Test split") - -# Begin Classification RandomForest -logging.debug("Start:\t Classification") - - -classifierFunction = getattr(ClassifMonoView, "Classif"+args.CL_type) -classifierKWARGS = globals()[args.CL_type+"KWARGS"] - -cl_desc, cl_res = classifierFunction(X_train, y_train, nbFolds=args.CL_CV, nbCores = args.CL_Cores, - **classifierKWARGS) -t_end = time.time() - t_start - -# Add result to Results DF -df_class_res = pd.DataFrame() -df_class_res = df_class_res.append({'a_class_time':t_end, 'b_cl_desc': cl_desc, 'c_cl_res': cl_res, - 'd_cl_score': cl_res.best_score_}, ignore_index=True) - -logging.debug("Info:\t Time for Classification: " + str(t_end) + "[s]") -logging.debug("Done:\t Classification") - -# CSV Export -logging.debug("Start:\t Exporting to CSV") -dir = os.path.dirname(os.path.abspath(__file__)) + "/Results-ClassMonoView/" -filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + args.name + "-" + args.feat -ExportResults.exportPandasToCSV(df_class_res, dir, filename) -logging.debug("Done:\t Exporting to CSV") - -# Stats Result -y_test_pred = cl_res.predict(X_test) -classLabelsDesc = pd.read_csv(args.pathF + args.fileCLD, sep=";", names=['label', 'name']) -classLabelsNames = classLabelsDesc.name -#logging.debug("" + str(classLabelsNames)) -classLabelsNamesList = classLabelsNames.values.tolist() -#logging.debug(""+ str(classLabelsNamesList)) - -logging.debug("Start:\t Statistic Results") - -#Accuracy classification score -accuracy_score = ExportResults.accuracy_score(y_test, y_test_pred) - -# Classification Report with Precision, Recall, F1 , Support -logging.debug("Info:\t Classification report:") -filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + args.name + "-" + args.feat + "-Report" -logging.debug("\n" + str(metrics.classification_report(y_test, y_test_pred, labels = range(0,len(classLabelsDesc.name)), target_names=classLabelsNamesList))) -scores_df = ExportResults.classification_report_df(dir, filename, y_test, y_test_pred, range(0, len(classLabelsDesc.name)), classLabelsNamesList) - -# Create some useful statistcs -logging.debug("Info:\t Statistics:") -filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + args.name + "-" + args.feat + "-Stats" -stats_df = ExportResults.classification_stats(dir, filename, scores_df, accuracy_score) -logging.debug("\n" + stats_df.to_string()) - -# Confusion Matrix -logging.debug("Info:\t Calculate Confusionmatrix") -filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + args.name + "-" + args.feat + "-ConfMatrix" -df_conf_norm = ExportResults.confusion_matrix_df(dir, filename, y_test, y_test_pred, classLabelsNamesList) -filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + args.name + "-" + args.feat + "-ConfMatrixImg" -ExportResults.plot_confusion_matrix(dir, filename, df_conf_norm) - -logging.debug("Done:\t Statistic Results") - - -# Plot Result -logging.debug("Start:\t Plot Result") -np_score = ExportResults.calcScorePerClass(y_test, cl_res.predict(X_test).astype(int)) -### dir and filename the same as CSV Export -filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + args.name + "-" + args.feat + "-Score" -ExportResults.showResults(dir, filename, args.name, args.feat, np_score) -logging.debug("Done:\t Plot Result") + logging.debug("### Main Programm for Classification MonoView") + logging.debug("### Classification - Database:" + str(args.name) + " Feature:" + str(args.feat) + " train_size:" + str(args.CL_split) + ", GridSearch of Trees:" + args.CL_RF_trees + ", CrossValidation k-folds:" + str(args.CL_CV) + ", cores:" + str(args.CL_Cores)) + + # Read the features + logging.debug("Start:\t Read "+args.type+" Files") + + if args.type == "csv": + X = np.genfromtxt(args.pathF + args.fileFeat, delimiter=';') + Y = np.genfromtxt(args.pathF + args.fileCL, delimiter=';') + elif args.type == "hdf5": + dataset = h5py.File(args.pathF + args.name + ".hdf5", "r") + viewsDict = dict((dataset.get("/View"+str(viewIndex)+"/name").value, viewIndex) for viewIndex in range(dataset.get("nbView").value)) + X = dataset["View"+str(viewsDict[args.feat])+"/matrix"][...] + # X_ = dataset["View"+str(viewsDict[args.feat])+"/matrix"][...] + # X = np.zeros((dataset.get("datasetLength/").value, dataset["View"+str(viewsDict[args.feat])+"/shape"][1]), dtype=int) + # for exampleindice, exampleArray in enumerate(X_): + # dicti = dict((index, value) for index, value in enumerate(exampleArray)) + # sorted_x = sorted(dicti.items(), key=operator.itemgetter(1)) + # X[exampleindice] = np.array([index for (index, value) in sorted_x], dtype=int) + + Y = dataset["Labels/labelsArray"][...] + + logging.debug("Info:\t Shape of Feature:" + str(X.shape) + ", Length of classLabels vector:" + str(Y.shape)) + logging.debug("Done:\t Read CSV Files") + + # Calculate Train/Test data + logging.debug("Start:\t Determine Train/Test split") + + X_train, X_test, y_train, y_test = ClassifMonoView.calcTrainTest(X, Y, args.CL_split) + + logging.debug("Info:\t Shape X_train:" + str(X_train.shape) + ", Length of y_train:" + str(len(y_train))) + logging.debug("Info:\t Shape X_test:" + str(X_test.shape) + ", Length of y_test:" + str(len(y_test))) + logging.debug("Done:\t Determine Train/Test split") + + # Begin Classification RandomForest + logging.debug("Start:\t Classification") + + + classifierFunction = getattr(ClassifMonoView, "MonoviewClassif"+args.CL_type) + classifierKWARGS = globals()[args.CL_type+"KWARGS"] + + cl_desc, cl_res = classifierFunction(X_train, y_train, nbFolds=args.CL_CV, nbCores = args.CL_Cores, + **classifierKWARGS) + t_end = time.time() - t_start + + # Add result to Results DF + df_class_res = pd.DataFrame() + df_class_res = df_class_res.append({'a_class_time':t_end, 'b_cl_desc': cl_desc, 'c_cl_res': cl_res, + 'd_cl_score': cl_res.best_score_}, ignore_index=True) + + logging.debug("Info:\t Time for Classification: " + str(t_end) + "[s]") + logging.debug("Done:\t Classification") + + # CSV Export + logging.debug("Start:\t Exporting to CSV") + dir = os.path.dirname(os.path.abspath(__file__)) + "/Results-ClassMonoView/" + filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + args.name + "-" + args.feat + ExportResults.exportPandasToCSV(df_class_res, dir, filename) + logging.debug("Done:\t Exporting to CSV") + + # Stats Result + y_test_pred = cl_res.predict(X_test) + classLabelsDesc = pd.read_csv(args.pathF + args.fileCLD, sep=";", names=['label', 'name']) + classLabelsNames = classLabelsDesc.name + #logging.debug("" + str(classLabelsNames)) + classLabelsNamesList = classLabelsNames.values.tolist() + #logging.debug(""+ str(classLabelsNamesList)) + + logging.debug("Start:\t Statistic Results") + + #Accuracy classification score + accuracy_score = ExportResults.accuracy_score(y_test, y_test_pred) + + # Classification Report with Precision, Recall, F1 , Support + logging.debug("Info:\t Classification report:") + filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + args.name + "-" + args.feat + "-Report" + logging.debug("\n" + str(metrics.classification_report(y_test, y_test_pred, labels = range(0,len(classLabelsDesc.name)), target_names=classLabelsNamesList))) + scores_df = ExportResults.classification_report_df(dir, filename, y_test, y_test_pred, range(0, len(classLabelsDesc.name)), classLabelsNamesList) + + # Create some useful statistcs + logging.debug("Info:\t Statistics:") + filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + args.name + "-" + args.feat + "-Stats" + stats_df = ExportResults.classification_stats(dir, filename, scores_df, accuracy_score) + logging.debug("\n" + stats_df.to_string()) + + # Confusion Matrix + logging.debug("Info:\t Calculate Confusionmatrix") + filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + args.name + "-" + args.feat + "-ConfMatrix" + df_conf_norm = ExportResults.confusion_matrix_df(dir, filename, y_test, y_test_pred, classLabelsNamesList) + filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + args.name + "-" + args.feat + "-ConfMatrixImg" + ExportResults.plot_confusion_matrix(dir, filename, df_conf_norm) + + logging.debug("Done:\t Statistic Results") + + + # Plot Result + logging.debug("Start:\t Plot Result") + np_score = ExportResults.calcScorePerClass(y_test, cl_res.predict(X_test).astype(int)) + ### dir and filename the same as CSV Export + filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + args.name + "-" + args.feat + "-Score" + ExportResults.showResults(dir, filename, args.name, args.feat, np_score) + logging.debug("Done:\t Plot Result") + + +if __name__=='__main__': + parser = argparse.ArgumentParser( + description='This methods permits to execute a multiclass classification with one single view. At this point the used classifier is a RandomForest. The GridSearch permits to vary the number of trees and CrossValidation with k-folds. The result will be a plot of the score per class and a CSV with the best classifier found by the GridSearch.', + formatter_class=argparse.ArgumentDefaultsHelpFormatter) + + groupStandard = parser.add_argument_group('Standard arguments') + groupStandard.add_argument('-log', action='store_true', help='Use option to activate Logging to Console') + groupStandard.add_argument('--type', metavar='STRING', action='store', help='Type of Dataset', default="hdf5") + groupStandard.add_argument('--name', metavar='STRING', action='store', help='Name of Database (default: %(default)s)', default='DB') + groupStandard.add_argument('--feat', metavar='STRING', action='store', help='Name of Feature for Classification (default: %(default)s)', default='RGB') + groupStandard.add_argument('--pathF', metavar='STRING', action='store', help='Path to the views (default: %(default)s)', default='Results-FeatExtr/') + groupStandard.add_argument('--fileCL', metavar='STRING', action='store', help='Name of classLabels CSV-file (default: %(default)s)', default='classLabels.csv') + groupStandard.add_argument('--fileCLD', metavar='STRING', action='store', help='Name of classLabels-Description CSV-file (default: %(default)s)', default='classLabels-Description.csv') + groupStandard.add_argument('--fileFeat', metavar='STRING', action='store', help='Name of feature CSV-file (default: %(default)s)', default='feature.csv') + + + groupClass = parser.add_argument_group('Classification arguments') + groupClass.add_argument('--CL_type', metavar='STRING', action='store', help='Classifier to use', default="RandomForest") + groupClass.add_argument('--CL_CV', metavar='INT', action='store', help='Number of k-folds for CV', type=int, default=10) + groupClass.add_argument('--CL_Cores', metavar='INT', action='store', help='Number of cores, -1 for all', type=int, default=1) + groupClass.add_argument('--CL_split', metavar='FLOAT', action='store', help='Split ratio for train and test', type=float, default=0.9) + + + groupRF = parser.add_argument_group('Random Forest arguments') + groupRF.add_argument('--CL_RF_trees', metavar='STRING', action='store', help='GridSearch: Determine the trees', default='25 75 125 175') + + groupSVC = parser.add_argument_group('SVC arguments') + groupSVC.add_argument('--CL_SVC_kernel', metavar='STRING', action='store', help='GridSearch : Kernels used', default='linear') + groupSVC.add_argument('--CL_SVC_C', metavar='STRING', action='store', help='GridSearch : Penalty parameters used', default='1:10:100:1000') + + groupRF = parser.add_argument_group('Decision Trees arguments') + groupRF.add_argument('--CL_DT_depth', metavar='STRING', action='store', help='GridSearch: Determine max depth for Decision Trees', default='1:3:5:7') + + groupSGD = parser.add_argument_group('SGD arguments') + groupSGD.add_argument('--CL_SGD_alpha', metavar='STRING', action='store', help='GridSearch: Determine alpha for SGDClassifier', default='0.1:0.2:0.5:0.9') + groupSGD.add_argument('--CL_SGD_loss', metavar='STRING', action='store', help='GridSearch: Determine loss for SGDClassifier', default='log') + groupSGD.add_argument('--CL_SGD_penalty', metavar='STRING', action='store', help='GridSearch: Determine penalty for SGDClassifier', default='l2') + + + args = parser.parse_args() + RandomForestKWARGS = {"classifier__n_estimators":map(int, args.CL_RF_trees.split())} + SVCKWARGS = {"classifier__kernel":args.CL_SVC_kernel.split(":"), "classifier__C":map(int,args.CL_SVC_C.split(":"))} + DecisionTreeKWARGS = {"classifier__max_depth":map(int,args.CL_DT_depth.split(":"))} + SGDKWARGS = {"classifier__alpha" : map(float,args.CL_SGD_alpha.split(":")), "classifier__loss":args.CL_SGD_loss.split(":"), + "classifier__penalty":args.CL_SGD_penalty.split(":")} + ### Main Programm + t_start = time.time() + + # Configure Logger + dir = os.path.dirname(os.path.abspath(__file__)) + "/Results-ClassMonoView/" + logfilename= datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + args.name + "-" + args.feat + "-LOG" + logfile = dir + logfilename + if os.path.isfile(logfile + ".log"): + for i in range(1,20): + testFileName = logfilename + "-" + str(i) + ".log" + if os.path.isfile(dir + testFileName )!=True: + logfile = dir + testFileName + break + else: + logfile = logfile + ".log" + logging.basicConfig(format='%(asctime)s %(levelname)s: %(message)s', filename=logfile, level=logging.DEBUG, filemode='w') + if(args.log): + logging.getLogger().addHandler(logging.StreamHandler()) \ No newline at end of file diff --git a/Code/MonoView/__init__.py b/Code/MonoView/__init__.py index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..f597921fb10e524bc7cc3657bc916d0f94f08a3f 100644 --- a/Code/MonoView/__init__.py +++ b/Code/MonoView/__init__.py @@ -0,0 +1 @@ +from . import ExecClassifMonoView, ClassifMonoView \ No newline at end of file diff --git a/Code/MultiView/ExecMultiview.py b/Code/MultiView/ExecMultiview.py index aede8265cac0833539d31d4b7bdbaabfbc0c9f24..45c7f4608458d9f9bb8b1b250fa3ad71d5df9aad 100644 --- a/Code/MultiView/ExecMultiview.py +++ b/Code/MultiView/ExecMultiview.py @@ -6,7 +6,7 @@ sys.path.append( from MultiView import * -import GetMutliviewDb as DB +import GetMultiviewDb as DB import argparse import numpy as np import datetime @@ -14,227 +14,231 @@ import os import logging import time -# Argument Parser -parser = argparse.ArgumentParser( + +def ExecMultiview(views, dataBaseType, args, NB_VIEW, LEARNING_RATE, nbFolds, NB_CLASS, LABELS_NAMES, NB_CORES, + MumboKWARGS, FusionKWARGS): + + t_start = time.time() + logging.info("### Main Programm for Multiview Classification") + logging.info("### Classification - Database : " + str(args.name) + " ; Views : " + ", ".join(views) + + " ; Algorithm : " + args.CL_type + " ; Cores : " + str(NB_CORES)) + + + logging.info("Start:\t Read "+str.upper(dataBaseType[1:])+" Database Files for " + args.name) + + getDatabase = getattr(DB, "get" + args.name + "DB" + dataBaseType[1:]) + DATASET, LABELS_DICTIONARY = getDatabase(views, args.pathF, args.name, NB_CLASS, LABELS_NAMES) + datasetLength = DATASET["/datasetLength"][...] + NB_VIEW = DATASET.get("nbView").value + views = [str(DATASET["/View"+str(viewIndex)+"/name"][...]) for viewIndex in range(NB_VIEW)] + dataBaseType = "hdf5" + + logging.info("Info:\t Labels used: " + ", ".join(LABELS_DICTIONARY.values())) + logging.info("Info:\t Length of dataset:" + str(datasetLength)) + + for viewIndex in range(NB_VIEW): + logging.info("Info:\t Shape of " + str(DATASET["/View"+str(viewIndex)+"/name"][...]) + " :" + str( + DATASET["View" + str(viewIndex) + "/shape"][...])) + logging.info("Done:\t Read Database Files") + + + logging.info("Start:\t Determine validation split for ratio " + str(LEARNING_RATE)) + validationIndices = DB.splitDataset(DATASET, LEARNING_RATE, datasetLength) + learningIndices = [index for index in range(datasetLength) if index not in validationIndices] + datasetLength = len(learningIndices) + logging.info("Done:\t Determine validation split") + + logging.info("Start:\t Determine "+str(nbFolds)+" folds") + if nbFolds != 1: + kFolds = DB.getKFoldIndices(nbFolds, DATASET["/Labels/labelsArray"][...], datasetLength, NB_CLASS, learningIndices) + else: + kFolds = [[], range(datasetLength)] + + logging.info("Info:\t Length of Learning Sets: " + str(datasetLength - len(kFolds[0]))) + logging.info("Info:\t Length of Testing Sets: " + str(len(kFolds[0]))) + logging.info("Info:\t Length of Validation Set: " + str(len(validationIndices))) + logging.info("Done:\t Determine folds") + + + logging.info("Start:\t Learning with " + args.CL_type + " and " + str(len(kFolds)) + " folds") + extractionTime = time.time() - t_start + + classifierPackage = globals()[args.CL_type] # Permet d'appeler un module avec une string + initKWARGS = globals()[args.CL_type + 'KWARGS'] + classifierModule = getattr(classifierPackage, args.CL_type) + classifierClass = getattr(classifierModule, args.CL_type) + analysisModule = getattr(classifierPackage, "analyzeResults") + + kFoldPredictedTrainLabels = [] + kFoldPredictedTestLabels = [] + kFoldPredictedValidationLabels = [] + kFoldLearningTime = [] + kFoldPredictionTime = [] + kFoldClassifier = [] + + # Begin Classification + for foldIdx, fold in enumerate(kFolds): + if fold != range(datasetLength): + fold.sort() + logging.info("\tStart:\t Fold number " + str(foldIdx + 1)) + trainIndices = [index for index in range(datasetLength) if index not in fold] + DATASET_LENGTH = len(trainIndices) + classifier = classifierClass(NB_VIEW, DATASET_LENGTH, DATASET.get("/Labels/labelsArray").value, NB_CORES=NB_CORES, **initKWARGS) + + classifier.fit_hdf5(DATASET, trainIndices=trainIndices) + kFoldClassifier.append(classifier) + + learningTime = time.time() - extractionTime - t_start + kFoldLearningTime.append(learningTime) + logging.info("\tStart: \t Classification") + kFoldPredictedTrainLabels.append(classifier.predict_hdf5(DATASET, usedIndices=trainIndices)) + kFoldPredictedTestLabels.append(classifier.predict_hdf5(DATASET, usedIndices=fold)) + kFoldPredictedValidationLabels.append(classifier.predict_hdf5(DATASET, usedIndices=validationIndices)) + + kFoldPredictionTime.append(time.time() - extractionTime - t_start - learningTime) + logging.info("\tDone: \t Fold number " + str(foldIdx + 1)) + + classificationTime = time.time() - t_start + + logging.info("Done:\t Classification") + logging.info("Info:\t Time for Classification: " + str(int(classificationTime)) + "[s]") + logging.info("Start:\t Result Analysis for " + args.CL_type) + + times = (extractionTime, kFoldLearningTime, kFoldPredictionTime, classificationTime) + + stringAnalysis, imagesAnalysis = analysisModule.execute(kFoldClassifier, kFoldPredictedTrainLabels, + kFoldPredictedTestLabels, kFoldPredictedValidationLabels, + DATASET, initKWARGS, LEARNING_RATE, LABELS_DICTIONARY, + views, NB_CORES, times, kFolds, args.name, nbFolds, + validationIndices) + labelsSet = set(LABELS_DICTIONARY.values()) + logging.info(stringAnalysis) + featureString = "-".join(views) + labelsString = "-".join(labelsSet) + timestr = time.strftime("%Y%m%d-%H%M%S") + outputFileName = "Results/" + timestr + "Results-" + args.CL_type + "-" + featureString + '-' + labelsString + \ + '-learnRate' + str(LEARNING_RATE) + '-' + args.name + + outputTextFile = open(outputFileName + '.txt', 'w') + outputTextFile.write(stringAnalysis) + outputTextFile.close() + + if imagesAnalysis is not None: + for imageName in imagesAnalysis: + # if os.path.isfile(outputFileName + imageName + ".png"): + # for i in range(1,20): + # testFileName = outputFileName + imageName + "-" + str(i) + ".png" + # if os.path.isfile(testFileName )!=True: + # imagesAnalysis[imageName].savefig(testFileName) + # break + + imagesAnalysis[imageName].savefig(outputFileName + imageName + '.png') + + logging.info("Done:\t Result Analysis") + + +if __name__=='__main__': + + # Argument Parser + parser = argparse.ArgumentParser( description='This file is used to classifiy multiview data thanks to three methods : Fusion (early & late), Multiview Machines, Mumbo.', formatter_class=argparse.ArgumentDefaultsHelpFormatter) -groupStandard = parser.add_argument_group('Standard arguments') -groupStandard.add_argument('-log', action='store_true', help='Use option to activate Logging to Console') -groupStandard.add_argument('--name', metavar='STRING', action='store', help='Name of Database (default: %(default)s)', - default='Caltech') -groupStandard.add_argument('--type', metavar='STRING', action='store', help='Type of database : .hdf5 or .csv', - default='.csv') -groupStandard.add_argument('--views', metavar='STRING', action='store', - help='Name of the views selected for learning', default='RGB:HOG:SIFT') -groupStandard.add_argument('--pathF', metavar='STRING', action='store', - help='Path to the views (default: %(default)s)', - default='../FeatExtraction/Results-FeatExtr/') - -groupClass = parser.add_argument_group('Classification arguments') -groupClass.add_argument('--CL_split', metavar='FLOAT', action='store', - help='Determine the learning rate if > 1.0, number of fold for cross validation', type=float, - default=0.9) -groupClass.add_argument('--CL_nbFolds', metavar='INT', action='store', help='Number of folds in cross validation', - type=int, default=3) -groupClass.add_argument('--CL_nb_class', metavar='INT', action='store', help='Number of classes, -1 for all', type=int, - default=4) -groupClass.add_argument('--CL_classes', metavar='STRING', action='store', - help='Classes used in the dataset (names of the folders) if not filled, random classes will be' - ' selected ex. walrus:mole:leopard', default="") -groupClass.add_argument('--CL_type', metavar='STRING', action='store', - help='Determine which multiview classifier to use', default='Mumbo') -groupClass.add_argument('--CL_cores', metavar='INT', action='store', help='Number of cores, -1 for all', type=int, - default=1) - -groupMumbo = parser.add_argument_group('Mumbo arguments') -groupMumbo.add_argument('--MU_type', metavar='STRING', action='store', - help='Determine which monoview classifier to use with Mumbo', - default='DecisionTree:DecisionTree:DecisionTree:DecisionTree') -groupMumbo.add_argument('--MU_config', metavar='STRING', action='store', nargs='+', - help='Configuration for the monoview classifier in Mumbo', default=['3:1.0', '3:1.0', '3:1.0', - '3:1.0']) -groupMumbo.add_argument('--MU_iter', metavar='INT', action='store', - help='Number of iterations in Mumbos learning process', type=int, default=5) - -groupFusion = parser.add_argument_group('Fusion arguments') -groupFusion.add_argument('--FU_type', metavar='STRING', action='store', - help='Determine which type of fusion to use', default='LateFusion') -groupFusion.add_argument('--FU_method', metavar='STRING', action='store', - help='Determine which method of fusion to use', default='WeightedLinear') -groupFusion.add_argument('--FU_method_config', metavar='STRING', action='store', nargs='+', - help='Configuration for the fusion method', default=['1:1:1:1']) -groupFusion.add_argument('--FU_cl_names', metavar='STRING', action='store', - help='Names of the monoview classifiers used', - default='RandomForest:SGD:SVC:DecisionTree') -groupFusion.add_argument('--FU_cl_config', metavar='STRING', action='store', nargs='+', - help='Configuration for the monoview classifiers used', default=['3:4', 'log:l2', '10:linear', - '4']) - -args = parser.parse_args() -views = args.views.split(":") -dataBaseType = args.type -NB_VIEW = len(views) -mumboClassifierConfig = [argument.split(':') for argument in args.MU_config] - -LEARNING_RATE = args.CL_split -nbFolds = args.CL_nbFolds -NB_CLASS = args.CL_nb_class -LABELS_NAMES = args.CL_classes.split(":") -classifierNames = args.MU_type.split(':') -NB_ITER = args.MU_iter -NB_CORES = args.CL_cores -fusionClassifierNames = args.FU_cl_names.split(":") -fusionClassifierConfig = [argument.split(':') for argument in args.FU_cl_config] -fusionMethodConfig = [argument.split(':') for argument in args.FU_method_config] -print args.FU_cl_config -FusionKWARGS = {"fusionType":args.FU_type, "fusionMethod":args.FU_method, - "monoviewClassifiersNames":fusionClassifierNames, "monoviewClassifiersConfigs":fusionClassifierConfig, - 'fusionMethodConfig':fusionMethodConfig} -MumboKWARGS = {"classifiersConfigs":mumboClassifierConfig, "NB_ITER":NB_ITER, "classifiersNames":classifierNames} - -dir = os.path.dirname(os.path.abspath(__file__)) + "/Results/" -logFileName = datetime.datetime.now().strftime( - "%Y_%m_%d") + "-CMultiV-" + args.CL_type + "-" + "_".join(views) + "-" + args.name + "-LOG" -logFile = dir + logFileName -if os.path.isfile(logFile + ".log"): - for i in range(1, 20): - testFileName = logFileName + "-" + str(i) + ".log" - if not (os.path.isfile(dir + testFileName)): - logfile = dir + testFileName - break -else: - logFile += ".log" -logging.basicConfig(format='%(asctime)s %(levelname)s: %(message)s', filename=logFile, level=logging.DEBUG, - filemode='w') -if (args.log): - logging.getLogger().addHandler(logging.StreamHandler()) - - -t_start = time.time() -logging.info("### Main Programm for Multiview Classification") -logging.info("### Classification - Database : " + str(args.name) + " ; Views : " + ", ".join(views) + - " ; Algorithm : " + args.CL_type + " ; Cores : " + str(NB_CORES)) - - -logging.info("Start:\t Read "+str.upper(dataBaseType[1:])+" Database Files for " + args.name) - -getDatabase = getattr(DB, "get" + args.name + "DB" + dataBaseType[1:]) -DATASET, LABELS_DICTIONARY = getDatabase(views, args.pathF, args.name, NB_CLASS, LABELS_NAMES) -datasetLength = DATASET["/datasetLength"][...] -views = [str(DATASET["/View"+str(viewIndex)+"/name"][...]) for viewIndex in range(NB_VIEW)] -dataBaseType = "hdf5" - -logging.info("Info:\t Labels used: " + ", ".join(LABELS_DICTIONARY.values())) -logging.info("Info:\t Length of dataset:" + str(datasetLength)) - -for viewIndex in range(NB_VIEW): - logging.info("Info:\t Shape of " + str(DATASET["/View"+str(viewIndex)+"/name"][...]) + " :" + str( - DATASET["View" + str(viewIndex) + "/shape"][...])) -logging.info("Done:\t Read Database Files") - - -logging.info("Start:\t Determine validation split for ratio " + str(LEARNING_RATE)) -validationIndices = DB.splitDataset(DATASET, LEARNING_RATE, datasetLength) -learningIndices = [index for index in range(datasetLength) if index not in validationIndices] -datasetLength = len(learningIndices) -logging.info("Done:\t Determine validation split") - -logging.info("Start:\t Determine "+str(nbFolds)+" folds") -if nbFolds != 1: - kFolds = DB.getKFoldIndices(nbFolds, DATASET["/Labels/labelsArray"][...], datasetLength, NB_CLASS, learningIndices) -else: - kFolds = [[], range(datasetLength)] - -logging.info("Info:\t Length of Learning Sets: " + str(datasetLength - len(kFolds[0]))) -logging.info("Info:\t Length of Testing Sets: " + str(len(kFolds[0]))) -logging.info("Info:\t Length of Validation Set: " + str(len(validationIndices))) -logging.info("Done:\t Determine folds") - - -logging.info("Start:\t Learning with " + args.CL_type + " and " + str(len(kFolds)) + " folds") -extractionTime = time.time() - t_start - -classifierPackage = globals()[args.CL_type] # Permet d'appeler un module avec une string -initKWARGS = globals()[args.CL_type + 'KWARGS'] -classifierModule = getattr(classifierPackage, args.CL_type) -classifierClass = getattr(classifierModule, args.CL_type) -analysisModule = getattr(classifierPackage, "analyzeResults") - -kFoldPredictedTrainLabels = [] -kFoldPredictedTestLabels = [] -kFoldPredictedValidationLabels = [] -kFoldLearningTime = [] -kFoldPredictionTime = [] -kFoldClassifier = [] - -# Begin Classification -for foldIdx, fold in enumerate(kFolds): - if fold != range(datasetLength): - fold.sort() - logging.info("\tStart:\t Fold number " + str(foldIdx + 1)) - trainIndices = [index for index in range(datasetLength) if index not in fold] - DATASET_LENGTH = len(trainIndices) - classifier = classifierClass(NB_VIEW, DATASET_LENGTH, DATASET.get("/Labels/labelsArray").value, NB_CORES=NB_CORES, **initKWARGS) - - classifier.fit_hdf5(DATASET, trainIndices=trainIndices) - kFoldClassifier.append(classifier) - - learningTime = time.time() - extractionTime - t_start - kFoldLearningTime.append(learningTime) - logging.info("\tStart: \t Classification") - kFoldPredictedTrainLabels.append(classifier.predict_hdf5(DATASET, usedIndices=trainIndices)) - kFoldPredictedTestLabels.append(classifier.predict_hdf5(DATASET, usedIndices=fold)) - kFoldPredictedValidationLabels.append(classifier.predict_hdf5(DATASET, usedIndices=validationIndices)) - - kFoldPredictionTime.append(time.time() - extractionTime - t_start - learningTime) - logging.info("\tDone: \t Fold number " + str(foldIdx + 1)) - -classificationTime = time.time() - t_start - -logging.info("Done:\t Classification") -logging.info("Info:\t Time for Classification: " + str(int(classificationTime)) + "[s]") -logging.info("Start:\t Result Analysis for " + args.CL_type) - -times = (extractionTime, kFoldLearningTime, kFoldPredictionTime, classificationTime) - -stringAnalysis, imagesAnalysis = analysisModule.execute(kFoldClassifier, kFoldPredictedTrainLabels, - kFoldPredictedTestLabels, kFoldPredictedValidationLabels, - DATASET, initKWARGS, LEARNING_RATE, LABELS_DICTIONARY, - views, NB_CORES, times, kFolds, args.name, nbFolds, - validationIndices) -labelsSet = set(LABELS_DICTIONARY.values()) -logging.info(stringAnalysis) -featureString = "-".join(views) -labelsString = "-".join(labelsSet) -timestr = time.strftime("%Y%m%d-%H%M%S") -outputFileName = "Results/" + timestr + "Results-" + args.CL_type + "-" + ":".join( - classifierNames) + '-' + featureString + '-' + labelsString + '-learnRate' + str( - LEARNING_RATE) + '-nbIter' + str(NB_ITER) + '-' + args.name - -outputTextFile = open(outputFileName + '.txt', 'w') -outputTextFile.write(stringAnalysis) -outputTextFile.close() - -if imagesAnalysis is not None: - for imageName in imagesAnalysis: - # if os.path.isfile(outputFileName + imageName + ".png"): - # for i in range(1,20): - # testFileName = outputFileName + imageName + "-" + str(i) + ".png" - # if os.path.isfile(testFileName )!=True: - # imagesAnalysis[imageName].savefig(testFileName) - # break - - imagesAnalysis[imageName].savefig(outputFileName + imageName + '.png') - -logging.info("Done:\t Result Analysis") - - - - - - -# # Stats Result + groupStandard = parser.add_argument_group('Standard arguments') + groupStandard.add_argument('-log', action='store_true', help='Use option to activate Logging to Console') + groupStandard.add_argument('--name', metavar='STRING', action='store', help='Name of Database (default: %(default)s)', + default='Caltech') + groupStandard.add_argument('--type', metavar='STRING', action='store', help='Type of database : .hdf5 or .csv', + default='.csv') + groupStandard.add_argument('--views', metavar='STRING', action='store', + help='Name of the views selected for learning', default='RGB:HOG:SIFT') + groupStandard.add_argument('--pathF', metavar='STRING', action='store', + help='Path to the views (default: %(default)s)', + default='../FeatExtraction/Results-FeatExtr/') + + groupClass = parser.add_argument_group('Classification arguments') + groupClass.add_argument('--CL_split', metavar='FLOAT', action='store', + help='Determine the learning rate if > 1.0, number of fold for cross validation', type=float, + default=0.9) + groupClass.add_argument('--CL_nbFolds', metavar='INT', action='store', help='Number of folds in cross validation', + type=int, default=3) + groupClass.add_argument('--CL_nb_class', metavar='INT', action='store', help='Number of classes, -1 for all', type=int, + default=4) + groupClass.add_argument('--CL_classes', metavar='STRING', action='store', + help='Classes used in the dataset (names of the folders) if not filled, random classes will be' + ' selected ex. walrus:mole:leopard', default="") + groupClass.add_argument('--CL_type', metavar='STRING', action='store', + help='Determine which multiview classifier to use', default='Mumbo') + groupClass.add_argument('--CL_cores', metavar='INT', action='store', help='Number of cores, -1 for all', type=int, + default=5) + + groupMumbo = parser.add_argument_group('Mumbo arguments') + groupMumbo.add_argument('--MU_type', metavar='STRING', action='store', + help='Determine which monoview classifier to use with Mumbo', + default='DecisionTree:DecisionTree:DecisionTree:DecisionTree') + groupMumbo.add_argument('--MU_config', metavar='STRING', action='store', nargs='+', + help='Configuration for the monoview classifier in Mumbo', default=['3:1.0', '3:1.0', '3:1.0', + '3:1.0']) + groupMumbo.add_argument('--MU_iter', metavar='INT', action='store', + help='Number of iterations in Mumbos learning process', type=int, default=5) + + groupFusion = parser.add_argument_group('Fusion arguments') + groupFusion.add_argument('--FU_type', metavar='STRING', action='store', + help='Determine which type of fusion to use', default='LateFusion') + groupFusion.add_argument('--FU_method', metavar='STRING', action='store', + help='Determine which method of fusion to use', default='WeightedLinear') + groupFusion.add_argument('--FU_method_config', metavar='STRING', action='store', nargs='+', + help='Configuration for the fusion method', default=['1:1:1:1']) + groupFusion.add_argument('--FU_cl_names', metavar='STRING', action='store', + help='Names of the monoview classifiers used', + default='RandomForest:SGD:SVC:DecisionTree') + groupFusion.add_argument('--FU_cl_config', metavar='STRING', action='store', nargs='+', + help='Configuration for the monoview classifiers used', default=['3:4', 'log:l2', '10:linear', + '4']) + + args = parser.parse_args() + views = args.views.split(":") + dataBaseType = args.type + NB_VIEW = len(views) + mumboClassifierConfig = [argument.split(':') for argument in args.MU_config] + + LEARNING_RATE = args.CL_split + nbFolds = args.CL_nbFolds + NB_CLASS = args.CL_nb_class + LABELS_NAMES = args.CL_classes.split(":") + mumboclassifierNames = args.MU_type.split(':') + mumboNB_ITER = args.MU_iter + NB_CORES = args.CL_cores + fusionClassifierNames = args.FU_cl_names.split(":") + fusionClassifierConfig = [argument.split(':') for argument in args.FU_cl_config] + fusionMethodConfig = [argument.split(':') for argument in args.FU_method_config] + FusionKWARGS = {"fusionType":args.FU_type, "fusionMethod":args.FU_method, + "monoviewClassifiersNames":fusionClassifierNames, "monoviewClassifiersConfigs":fusionClassifierConfig, + 'fusionMethodConfig':fusionMethodConfig} + MumboKWARGS = {"classifiersConfigs":mumboClassifierConfig, "NB_ITER":mumboNB_ITER, "classifiersNames":mumboclassifierNames} + dir = os.path.dirname(os.path.abspath(__file__)) + "/Results/" + logFileName = time.strftime("%Y%m%d-%H%M%S") + "-CMultiV-" + args.CL_type + "-" + "_".join(views) + "-" + args.name + \ + "-LOG" + logFile = dir + logFileName + if os.path.isfile(logFile + ".log"): + for i in range(1, 20): + testFileName = logFileName + "-" + str(i) + ".log" + if not (os.path.isfile(dir + testFileName)): + logfile = dir + testFileName + break + else: + logFile += ".log" + logging.basicConfig(format='%(asctime)s %(levelname)s: %(message)s', filename=logFile, level=logging.DEBUG, + filemode='w') + if args.log: + logging.getLogger().addHandler(logging.StreamHandler()) + + ExecMultiview(views, dataBaseType, args, NB_VIEW, LEARNING_RATE, nbFolds, NB_CLASS, LABELS_NAMES, NB_CORES, + MumboKWARGS, FusionKWARGS) + + + + # # Stats Result # y_test_pred = cl_res.predict(X_test) # classLabelsDesc = pd.read_csv(args.pathF + args.fileCLD, sep=";", names=['label', 'name']) # classLabelsNames = classLabelsDesc.name diff --git a/Code/MultiView/Fusion/Fusion.py b/Code/MultiView/Fusion/Fusion.py index b67d51ab24521f62487e1e6a5a3fb309ecf546b3..64ed86cd9976526666f96e0992b3211d5d231425 100644 --- a/Code/MultiView/Fusion/Fusion.py +++ b/Code/MultiView/Fusion/Fusion.py @@ -1,6 +1,5 @@ from Methods import * - class Fusion: def __init__(self, NB_VIEW, DATASET_LENGTH, CLASS_LABELS, NB_CORES=1,**kwargs): fusionType = kwargs['fusionType'] diff --git a/Code/MultiView/Fusion/Methods/EarlyFusion.py b/Code/MultiView/Fusion/Methods/EarlyFusion.py index 37108f59bfde62e7aaeae060aca3932cbf597814..c5a3264cd1589ab782c3073d8a43f84d27cdfd53 100644 --- a/Code/MultiView/Fusion/Methods/EarlyFusion.py +++ b/Code/MultiView/Fusion/Methods/EarlyFusion.py @@ -6,7 +6,7 @@ import MonoviewClassifiers import numpy as np -class EarlyFusionClassifier: +class EarlyFusionClassifier(object): def __init__(self, monoviewClassifiersNames, monoviewClassifiersConfigs, NB_CORES=1): self.monoviewClassifierName = monoviewClassifiersNames[0] self.monoviewClassifiersConfig = monoviewClassifiersConfigs[0] @@ -26,6 +26,7 @@ class EarlyFusionClassifier: for viewIndex in np.arange(NB_VIEW)], axis=1) + class WeightedLinear(EarlyFusionClassifier): def __init__(self, NB_CORES=1, **kwargs): EarlyFusionClassifier.__init__(self, kwargs['monoviewClassifiersNames'], kwargs['monoviewClassifiersConfigs'], diff --git a/Code/MultiView/Fusion/Methods/LateFusion.py b/Code/MultiView/Fusion/Methods/LateFusion.py index 1ed67f8790982e265676f0411076339abdbaeeb4..17d13533f6b93fb6ef422e9fbb84f63d59dfc2bf 100644 --- a/Code/MultiView/Fusion/Methods/LateFusion.py +++ b/Code/MultiView/Fusion/Methods/LateFusion.py @@ -24,7 +24,7 @@ def fifMonoviewClassifier(classifierName, data, labels, classifierConfig): ))) return classifier -class LateFusionClassifier: +class LateFusionClassifier(object): def __init__(self, monoviewClassifiersNames, monoviewClassifiersConfigs, NB_CORES=1): self.monoviewClassifiersNames = monoviewClassifiersNames self.monoviewClassifiersConfigs = monoviewClassifiersConfigs diff --git a/Code/MultiView/GetMutliviewDb.py b/Code/MultiView/GetMultiviewDb.py similarity index 84% rename from Code/MultiView/GetMutliviewDb.py rename to Code/MultiView/GetMultiviewDb.py index 7afdda4db716e6c9471ab31de7af3586d417434b..c970e603605ba98e562813463d5b38638fb17993 100644 --- a/Code/MultiView/GetMutliviewDb.py +++ b/Code/MultiView/GetMultiviewDb.py @@ -4,6 +4,7 @@ import os import random import logging import h5py +import operator def getOneViewFromDB(viewName, pathToDB, DBName): @@ -115,7 +116,7 @@ def isUseful (labelSupports, index, CLASS_LABELS, labelDict): def splitDataset(DATASET, LEARNING_RATE, DATASET_LENGTH): LABELS = DATASET["/Labels/labelsArray"][...] NB_CLASS = int(DATASET["/nbClass"][...]) - validationIndices = extractRandomTrainingSet(LABELS, LEARNING_RATE, DATASET_LENGTH, NB_CLASS) + validationIndices = extractRandomTrainingSet(LABELS, 1-LEARNING_RATE, DATASET_LENGTH, NB_CLASS) validationIndices.sort() return validationIndices @@ -347,6 +348,71 @@ def getMultiOmicDBcsv(features, path, name, NB_CLASS, LABELS_NAMES): # datasetFile = getPseudoRNASeq(datasetFile) return datasetFile, labelDictionary +def getMultiOmicModifiedDBcsv(features, path, name, NB_CLASS, LABELS_NAMES): + + datasetFile = h5py.File(path+"ModifiedMultiOmicDataset.hdf5", "w") + + logging.debug("Start:\t Getting Methylation Data") + methylData = np.genfromtxt(path+"matching_methyl.csv", delimiter=',') + datasetFile["/View0/matrix"] = methylData + datasetFile["/View0/name"] = "Methyl_" + datasetFile["/View0/shape"] = methylData.shape + logging.debug("Done:\t Getting Methylation Data") + + logging.debug("Start:\t Getting MiRNA Data") + mirnaData = np.genfromtxt(path+"matching_mirna.csv", delimiter=',') + datasetFile["/View1/matrix"] = mirnaData + datasetFile["/View1/name"] = "MiRNA__" + datasetFile["/View1/shape"] = mirnaData.shape + logging.debug("Done:\t Getting MiRNA Data") + + logging.debug("Start:\t Getting RNASeq Data") + rnaseqData = np.genfromtxt(path+"matching_rnaseq.csv", delimiter=',') + datasetFile["/View2/matrix"] = rnaseqData + datasetFile["/View2/name"] = "RNASeq_" + datasetFile["/View2/shape"] = rnaseqData.shape + logging.debug("Done:\t Getting RNASeq Data") + + logging.debug("Start:\t Getting Clinical Data") + clinical = np.genfromtxt(path+"clinicalMatrix.csv", delimiter=',') + datasetFile["/View3/matrix"] = clinical + datasetFile["/View3/name"] = "Clinic_" + datasetFile["/View3/shape"] = clinical.shape + logging.debug("Done:\t Getting Clinical Data") + + logging.debug("Start:\t Getting Labels") + labelFile = open(path+'brca_labels_triple-negatif.csv') + LABELS = np.array([int(line.strip().split(',')[1]) for line in labelFile]) + datasetFile["/Labels/labelsArray"] = LABELS + logging.debug("Done:\t Getting Labels") + + logging.debug("Start:\t Getting Data Shape") + datasetFile["/nbView"] = 5 + datasetFile["/nbClass"] = 2 + datasetFile["/datasetLength"] = len(datasetFile["/Labels/labelsArray"]) + labelDictionary = {0:"No", 1:"Yes"} + logging.debug("Done:\t Getting Data Shape") + + logging.debug("Start:\t Getting Modified RNASeq Data") + RNASeq = datasetFile["View2/matrix"][...] + modifiedRNASeq = np.zeros((datasetFile.get("datasetLength/").value, datasetFile["View2/shape"][1]), dtype=int) + for exampleindice, exampleArray in enumerate(RNASeq): + RNASeqDictionary = dict((index, value) for index, value in enumerate(exampleArray)) + sorted_x = sorted(RNASeqDictionary.items(), key=operator.itemgetter(1)) + modifiedRNASeq[exampleindice] = np.array([index for (index, value) in sorted_x], dtype=int) + datasetFile["/View4/matrix"] = modifiedRNASeq + datasetFile["/View4/name"] = "MRNASeq" + datasetFile["/View4/shape"] = modifiedRNASeq.shape + logging.debug("Done:\t Getting Modified RNASeq Data") + + return datasetFile, labelDictionary + + +def getMultiOmicModifiedDBhdf5(features, path, name, NB_CLASS, LABELS_NAMES): + datasetFile = h5py.File(path+"ModifiedMultiOmicDataset.hdf5", "r") + labelDictionary = {0:"No", 1:"Yes"} + return datasetFile, labelDictionary + def makeArrayFromTriangular(pseudoRNASeqMatrix): matrixShape = len(pseudoRNASeqMatrix[0,:]) @@ -374,7 +440,7 @@ def getPseudoRNASeq(dataset): return dataset -def getMultiOmicDBhdf5(features, path, name, NB_CLASS, LABELS_NAMES): +def getMultiOmicModDBhdf5(features, path, name, NB_CLASS, LABELS_NAMES): datasetFile = h5py.File(path+"MultiOmicDataset.hdf5", "r") labelDictionary = {0:"No", 1:"Yes"} return datasetFile, labelDictionary diff --git a/Code/MultiView/Mumbo/Mumbo.py b/Code/MultiView/Mumbo/Mumbo.py index e38910c44b124cef69a0deb439c30ce4519dd804..516f5dd1904de0ee5b477cf9d7e8e8e155656280 100644 --- a/Code/MultiView/Mumbo/Mumbo.py +++ b/Code/MultiView/Mumbo/Mumbo.py @@ -24,8 +24,9 @@ def trainWeakClassifier(classifierName, monoviewDataset, CLASS_LABELS, classifierModule = globals()[classifierName] # Permet d'appeler une fonction avec une string classifierMethod = getattr(classifierModule, classifierName) classifier, classes, isBad, pTr = classifierMethod(monoviewDataset, CLASS_LABELS, classifier_config, weights) - logging.debug("\t\t\tView " + str(viewIndice) + " : " + str(np.mean(pTr))) - return classifier, classes, isBad + averageAccuracy = np.mean(pTr) + logging.debug("\t\t\tView " + str(viewIndice) + " : " + str(averageAccuracy)) + return classifier, classes, isBad, averageAccuracy def trainWeakClassifier_hdf5(classifierName, monoviewDataset, CLASS_LABELS, DATASET_LENGTH, viewIndice, classifier_config, viewName, iterIndex, costMatrices): @@ -33,8 +34,9 @@ def trainWeakClassifier_hdf5(classifierName, monoviewDataset, CLASS_LABELS, DATA classifierModule = globals()[classifierName] # Permet d'appeler une fonction avec une string classifierMethod = getattr(classifierModule, classifierName) classifier, classes, isBad, pTr = classifierMethod(monoviewDataset, CLASS_LABELS, classifier_config, weights) - logging.debug("\t\t\tFor " + viewName + " : " + str(np.mean(pTr)) +" : "+ str(not isBad)) - return classifier, classes, isBad + averageAccuracy = np.mean(pTr) + logging.debug("\t\t\tView " + str(viewIndice) + " : " + str(averageAccuracy)) + return classifier, classes, isBad, averageAccuracy @@ -77,6 +79,7 @@ class Mumbo: self.iterIndex = 0 self.bestClassifiers = [] self.bestViews = np.zeros(self.nbIter, dtype=int) + self.averageAccuracies = np.zeros((self.nbIter, NB_VIEW)) # costMatrices = np.array([ # np.array([ # np.array([ @@ -147,6 +150,7 @@ class Mumbo: self.updateCostmatrices(NB_VIEW, DATASET_LENGTH, NB_CLASS, LABELS) bestView, edge = self.chooseView(NB_VIEW, LABELS, DATASET_LENGTH) self.bestViews[self.iterIndex] = bestView + logging.debug("\t\t\t Best view : \t\t"+DATASET["/View"+str(bestView)+"/name"][...]) if areBad.all(): self.generalAlphas[self.iterIndex] = 0. else: @@ -194,7 +198,8 @@ class Mumbo: costMatrices) for viewIndice in range(NB_VIEW)) - for (classifier, labelsArray, isBad) in trainedClassifiersAndLabels: + for viewIndex, (classifier, labelsArray, isBad, averageAccuracy) in enumerate(trainedClassifiersAndLabels): + self.averageAccuracies[self.iterIndex, viewIndex] = averageAccuracy trainedClassifiers.append(classifier) labelsMatrix.append(labelsArray) areBad.append(isBad) @@ -222,7 +227,8 @@ class Mumbo: str(DATASET["/View"+str(viewIndex)+"/name"][...]), iterIndex, costMatrices) for viewIndex in range(NB_VIEW)) - for (classifier, labelsArray, isBad) in trainedClassifiersAndLabels: + for viewIndex, (classifier, labelsArray, isBad, averageAccuracy) in enumerate(trainedClassifiersAndLabels): + self.averageAccuracies[self.iterIndex, viewIndex] = averageAccuracy trainedClassifiers.append(classifier) labelsMatrix.append(labelsArray) areBad.append(isBad) @@ -245,7 +251,7 @@ class Mumbo: def computeAlpha(self, edge): - if edge < 1 : + if 1 > edge > -1: return 0.5 * math.log((1 + edge) / (1 - edge)) else: return 0 diff --git a/Code/MultiView/Mumbo/analyzeResults.py b/Code/MultiView/Mumbo/analyzeResults.py index f00c5d6694433bc76e997e5841f5b33177702518..7002d6e1d07c268c132a8a47b1ea8aa0b1a4489e 100644 --- a/Code/MultiView/Mumbo/analyzeResults.py +++ b/Code/MultiView/Mumbo/analyzeResults.py @@ -15,11 +15,13 @@ def findMainView(bestViews): return mainView -def plotAccuracyByIter(trainAccuracy, testAccuracy, validationAccuracy, NB_ITER, bestViews, features, classifierAnalysis): +def plotAccuracyByIter(trainAccuracy, testAccuracy, validationAccuracy, NB_ITER, bestViews, features, classifierAnalysis, viewNames): x = range(NB_ITER) mainView = findMainView(bestViews) figure = plt.figure() ax1 = figure.add_subplot(111) + axes = figure.gca() + axes.set_ylim([0,100]) titleString = "" for view, classifierConfig in zip(features, classifierAnalysis): titleString += "\n" + view + " : " + classifierConfig @@ -37,9 +39,9 @@ def plotAccuracyByIter(trainAccuracy, testAccuracy, validationAccuracy, NB_ITER, ax1.plot(x, testAccuracy, c='black', label='Test') ax1.plot(x, validationAccuracy, c='blue', label='Validation') # for label, x, y in zip(bestViews, x, trainAccuracy): - # if label != mainView: + # if label == 2: # plt.annotate( - # views[int(label)], + # viewNames[int(label)], # xy=(x, y), xytext=(-20, 20), # textcoords='offset points', ha='right', va='bottom', # bbox=dict(boxstyle='round,pad=0.5', fc='yellow', alpha=0.5), @@ -79,6 +81,8 @@ def execute(kFoldClassifier, kFoldPredictedTrainLabels, kFoldPredictedTestLabels nbFolds, validationIndices): CLASS_LABELS = DATASET["/Labels/labelsArray"][...] NB_ITER, classifierNames, classifierConfigs = initKWARGS.values() + nbView = DATASET.get("nbView").value + viewNames = [DATASET.get("/View"+str(viewIndex)+"/name").value for viewIndex in range(nbView)] DATASET_LENGTH = DATASET.get("datasetLength").value-len(validationIndices) NB_CLASS = DATASET.get("nbClass").value @@ -94,9 +98,13 @@ def execute(kFoldClassifier, kFoldPredictedTrainLabels, kFoldPredictedTestLabels kFoldAccuracyOnTrainByIter = [] kFoldAccuracyOnTestByIter = [] kFoldAccuracyOnValidationByIter = [] + kFoldMeanAverageAccuracies = [] + kFoldBestViewsStats = [] for foldIdx, fold in enumerate(kFolds): if fold != range(DATASET_LENGTH): mumboClassifier = kFoldClassifier[foldIdx] + meanAverageAccuracies = np.mean(mumboClassifier.averageAccuracies, axis=0) + kFoldMeanAverageAccuracies.append(meanAverageAccuracies) trainIndices = [index for index in range(DATASET_LENGTH) if index not in fold] testLabels = CLASS_LABELS[fold] trainLabels = CLASS_LABELS[trainIndices] @@ -125,6 +133,9 @@ def execute(kFoldClassifier, kFoldPredictedTrainLabels, kFoldPredictedTestLabels kFoldAccuracyOnValidationByIter[foldIdx].append(100 * accuracy_score(validationLabels, PredictedValidationLabelsByIter[iterIndex])) kFoldBestViews.append(mumboClassifier.bestViews) + kFoldBestViewsStats.append([float(list(mumboClassifier.bestViews).count(viewIndex))/ + len(mumboClassifier.bestViews) + for viewIndex in range(nbView)]) kFoldAccuracyOnTrain.append(100 * accuracy_score(trainLabels, kFoldPredictedTrainLabels[foldIdx])) kFoldAccuracyOnTest.append(100 * accuracy_score(testLabels, kFoldPredictedTestLabels[foldIdx])) kFoldAccuracyOnValidation.append(100 * accuracy_score(validationLabels, @@ -148,9 +159,18 @@ def execute(kFoldClassifier, kFoldPredictedTrainLabels, kFoldPredictedTestLabels "\n\nDataset info :\n\t-Database name : " + databaseName + "\n\t-Labels : " + \ ', '.join(LABELS_DICTIONARY.values()) + "\n\t-Views : " + ', '.join(views) + "\n\t-" + str( nbFolds) + \ - " folds\n\nClassification configuration : \n\t-Algorithm used : Mumbo \n\t-Iterations : " + \ + " folds\n\t- Validation set length : "+str(len(validationIndices))+" for learning rate : "+\ + str(LEARNING_RATE)+\ + "\n\nClassification configuration : \n\t-Algorithm used : Mumbo \n\t-Iterations : " + \ str(NB_ITER) + "\n\t-Weak Classifiers : " + "\n\t\t-".join( - classifierAnalysis) + "\n\n For each iteration : " + classifierAnalysis) + "\n\n Mean average accuracies and stats for each fold : " + for foldIdx in range(nbFolds): + stringAnalysis += "\n\t- Fold "+str(foldIdx) + for viewIndex, (meanAverageAccuracy, bestViewStat) in enumerate(zip(kFoldMeanAverageAccuracies[foldIdx], kFoldBestViewsStats[foldIdx])): + stringAnalysis+="\n\t\t- On "+viewNames[viewIndex]+\ + " : \n\t\t\t- Mean average Accuracy : "+str(meanAverageAccuracy)+\ + "\n\t\t\t- Percentage of time chosen : "+str(bestViewStat) + stringAnalysis += "\n\n For each iteration : " for iterIndex in range(NB_ITER): stringAnalysis += "\n\t- Iteration " + str(iterIndex + 1) @@ -181,7 +201,7 @@ def execute(kFoldClassifier, kFoldPredictedTrainLabels, kFoldPredictedTestLabels testAccuracyByIter = np.array(kFoldAccuracyOnTestByIter).mean(axis=0) validationAccuracyByIter = np.array(kFoldAccuracyOnValidationByIter).mean(axis=0) name, image = plotAccuracyByIter(trainAccuracyByIter, testAccuracyByIter, validationAccuracyByIter, NB_ITER, - bestViews, views, classifierAnalysis) + bestViews, views, classifierAnalysis, viewNames) imagesAnalysis = {name: image} return stringAnalysis, imagesAnalysis diff --git a/Code/MultiView/Results/20160819-090138Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png b/Code/MultiView/Results/20160819-090138Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png new file mode 100644 index 0000000000000000000000000000000000000000..e8e3a9890e83cf6640cf8cacc7c0838a9ed145cc Binary files /dev/null and b/Code/MultiView/Results/20160819-090138Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png differ diff --git a/Code/MultiView/Results/20160819-090138Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt b/Code/MultiView/Results/20160819-090138Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebcaca58c685c0c4b6643e3cd9fa8a502dd15762 --- /dev/null +++ b/Code/MultiView/Results/20160819-090138Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt @@ -0,0 +1,2434 @@ + Result for Multiview classification with Mumbo + +Average accuracy : + -On Train : 86.6975332205 + -On Test : 75.8333333333 + -On Validation : 84.7087378641 + +Dataset info : + -Database name : MultiOmicModified + -Labels : No, Yes + -Views : Methyl_, MiRNA__, RNASeq_, Clinic_, MRNASeq + -4 folds + +Classification configuration : + -Algorithm used : Mumbo + -Iterations : 100 + -Weak Classifiers : DecisionTree with depth 1, sub-sampled at 0.015 on Methyl_ + -DecisionTree with depth 1, sub-sampled at 0.015 on MiRNA__ + -DecisionTree with depth 1, sub-sampled at 0.1 on RNASeq_ + -DecisionTree with depth 2, sub-sampled at 0.3 on Clinic_ + -DecisionTree with depth 1, sub-sampled at 0.1 on MRNASeq + + For each iteration : + - Iteration 1 + Fold 1 + Accuracy on train : 62.2549019608 + Accuracy on test : 73.3333333333 + Accuracy on validation : 73.786407767 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 61.6915422886 + Accuracy on test : 73.3333333333 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + Fold 3 + Accuracy on train : 61.6915422886 + Accuracy on test : 73.3333333333 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + Fold 4 + Accuracy on train : 54.5893719807 + Accuracy on test : 58.3333333333 + Accuracy on validation : 60.1941747573 + Selected View : Clinic_ + - Mean : + Accuracy on train : 60.0568396296 + Accuracy on test : 69.5833333333 + - Iteration 2 + Fold 1 + Accuracy on train : 71.568627451 + Accuracy on test : 63.3333333333 + Accuracy on validation : 67.9611650485 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 65.671641791 + Accuracy on test : 71.6666666667 + Accuracy on validation : 74.7572815534 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 68.1592039801 + Accuracy on test : 58.3333333333 + Accuracy on validation : 61.1650485437 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 54.5893719807 + Accuracy on test : 58.3333333333 + Accuracy on validation : 60.1941747573 + Selected View : Clinic_ + - Mean : + Accuracy on train : 64.9972113007 + Accuracy on test : 62.9166666667 + - Iteration 3 + Fold 1 + Accuracy on train : 71.568627451 + Accuracy on test : 63.3333333333 + Accuracy on validation : 67.9611650485 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 67.1641791045 + Accuracy on test : 61.6666666667 + Accuracy on validation : 70.8737864078 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 68.1592039801 + Accuracy on test : 58.3333333333 + Accuracy on validation : 61.1650485437 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 72.9468599034 + Accuracy on test : 68.3333333333 + Accuracy on validation : 74.7572815534 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 69.9597176097 + Accuracy on test : 62.9166666667 + - Iteration 4 + Fold 1 + Accuracy on train : 75.4901960784 + Accuracy on test : 68.3333333333 + Accuracy on validation : 74.7572815534 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 69.1542288557 + Accuracy on test : 66.6666666667 + Accuracy on validation : 76.6990291262 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 73.1343283582 + Accuracy on test : 61.6666666667 + Accuracy on validation : 69.9029126214 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 75.845410628 + Accuracy on test : 71.6666666667 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + - Mean : + Accuracy on train : 73.4060409801 + Accuracy on test : 67.0833333333 + - Iteration 5 + Fold 1 + Accuracy on train : 76.9607843137 + Accuracy on test : 75.0 + Accuracy on validation : 72.8155339806 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 73.631840796 + Accuracy on test : 78.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Methyl_ + Fold 3 + Accuracy on train : 72.1393034826 + Accuracy on test : 78.3333333333 + Accuracy on validation : 68.932038835 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 77.2946859903 + Accuracy on test : 71.6666666667 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.0066536457 + Accuracy on test : 75.8333333333 + - Iteration 6 + Fold 1 + Accuracy on train : 77.4509803922 + Accuracy on test : 65.0 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 74.1293532338 + Accuracy on test : 73.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 76.1194029851 + Accuracy on test : 75.0 + Accuracy on validation : 76.6990291262 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 80.193236715 + Accuracy on test : 76.6666666667 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.9732433315 + Accuracy on test : 72.5 + - Iteration 7 + Fold 1 + Accuracy on train : 76.9607843137 + Accuracy on test : 66.6666666667 + Accuracy on validation : 76.6990291262 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.6169154229 + Accuracy on test : 71.6666666667 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 72.1393034826 + Accuracy on test : 73.3333333333 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 80.193236715 + Accuracy on test : 68.3333333333 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.4775599835 + Accuracy on test : 70.0 + - Iteration 8 + Fold 1 + Accuracy on train : 75.9803921569 + Accuracy on test : 65.0 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.1094527363 + Accuracy on test : 71.6666666667 + Accuracy on validation : 76.6990291262 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 73.1343283582 + Accuracy on test : 78.3333333333 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 81.1594202899 + Accuracy on test : 73.3333333333 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 77.0958983853 + Accuracy on test : 72.0833333333 + - Iteration 9 + Fold 1 + Accuracy on train : 76.9607843137 + Accuracy on test : 71.6666666667 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.1194029851 + Accuracy on test : 65.0 + Accuracy on validation : 74.7572815534 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 82.0895522388 + Accuracy on test : 71.6666666667 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 79.7101449275 + Accuracy on test : 65.0 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.7199711163 + Accuracy on test : 68.3333333333 + - Iteration 10 + Fold 1 + Accuracy on train : 77.9411764706 + Accuracy on test : 63.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.1194029851 + Accuracy on test : 68.3333333333 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 83.0845771144 + Accuracy on test : 71.6666666667 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 80.6763285024 + Accuracy on test : 70.0 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 79.4553712681 + Accuracy on test : 68.3333333333 + - Iteration 11 + Fold 1 + Accuracy on train : 84.3137254902 + Accuracy on test : 76.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 76.1194029851 + Accuracy on test : 66.6666666667 + Accuracy on validation : 76.6990291262 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 84.07960199 + Accuracy on test : 66.6666666667 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 80.6763285024 + Accuracy on test : 65.0 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.2972647419 + Accuracy on test : 68.75 + - Iteration 12 + Fold 1 + Accuracy on train : 81.3725490196 + Accuracy on test : 66.6666666667 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 77.6119402985 + Accuracy on test : 66.6666666667 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 82.5870646766 + Accuracy on test : 75.0 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 80.6763285024 + Accuracy on test : 70.0 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + - Mean : + Accuracy on train : 80.5619706243 + Accuracy on test : 69.5833333333 + - Iteration 13 + Fold 1 + Accuracy on train : 86.7647058824 + Accuracy on test : 75.0 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 77.6119402985 + Accuracy on test : 68.3333333333 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 83.0845771144 + Accuracy on test : 71.6666666667 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 82.6086956522 + Accuracy on test : 70.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + - Mean : + Accuracy on train : 82.5174797369 + Accuracy on test : 71.25 + - Iteration 14 + Fold 1 + Accuracy on train : 84.3137254902 + Accuracy on test : 70.0 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 77.1144278607 + Accuracy on test : 68.3333333333 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 81.592039801 + Accuracy on test : 71.6666666667 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 79.7101449275 + Accuracy on test : 68.3333333333 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 80.6825845199 + Accuracy on test : 69.5833333333 + - Iteration 15 + Fold 1 + Accuracy on train : 85.2941176471 + Accuracy on test : 75.0 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.1194029851 + Accuracy on test : 65.0 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 79.1044776119 + Accuracy on test : 65.0 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 79.7101449275 + Accuracy on test : 68.3333333333 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 80.0570357929 + Accuracy on test : 68.3333333333 + - Iteration 16 + Fold 1 + Accuracy on train : 85.7843137255 + Accuracy on test : 68.3333333333 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 77.1144278607 + Accuracy on test : 66.6666666667 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 82.5870646766 + Accuracy on test : 68.3333333333 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 79.7101449275 + Accuracy on test : 66.6666666667 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.2989877976 + Accuracy on test : 67.5 + - Iteration 17 + Fold 1 + Accuracy on train : 86.7647058824 + Accuracy on test : 75.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.6169154229 + Accuracy on test : 68.3333333333 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 82.0895522388 + Accuracy on test : 71.6666666667 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 78.7439613527 + Accuracy on test : 68.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.0537837242 + Accuracy on test : 70.8333333333 + - Iteration 18 + Fold 1 + Accuracy on train : 84.8039215686 + Accuracy on test : 70.0 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 79.6019900498 + Accuracy on test : 61.6666666667 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 83.5820895522 + Accuracy on test : 71.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 79.7101449275 + Accuracy on test : 65.0 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.9245365245 + Accuracy on test : 67.0833333333 + - Iteration 19 + Fold 1 + Accuracy on train : 88.2352941176 + Accuracy on test : 71.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.6069651741 + Accuracy on test : 61.6666666667 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 83.5820895522 + Accuracy on test : 71.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 82.1256038647 + Accuracy on test : 68.3333333333 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 83.1374881772 + Accuracy on test : 68.3333333333 + - Iteration 20 + Fold 1 + Accuracy on train : 87.2549019608 + Accuracy on test : 73.3333333333 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 79.6019900498 + Accuracy on test : 61.6666666667 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 83.0845771144 + Accuracy on test : 78.3333333333 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 81.6425120773 + Accuracy on test : 61.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + - Mean : + Accuracy on train : 82.8959953006 + Accuracy on test : 68.75 + - Iteration 21 + Fold 1 + Accuracy on train : 89.2156862745 + Accuracy on test : 80.0 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.6069651741 + Accuracy on test : 61.6666666667 + Accuracy on validation : 74.7572815534 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 81.592039801 + Accuracy on test : 73.3333333333 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 80.193236715 + Accuracy on test : 60.0 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + - Mean : + Accuracy on train : 82.4019819912 + Accuracy on test : 68.75 + - Iteration 22 + Fold 1 + Accuracy on train : 87.7450980392 + Accuracy on test : 68.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.0995024876 + Accuracy on test : 58.3333333333 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 82.0895522388 + Accuracy on test : 73.3333333333 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 82.1256038647 + Accuracy on test : 61.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + - Mean : + Accuracy on train : 83.0149391576 + Accuracy on test : 65.4166666667 + - Iteration 23 + Fold 1 + Accuracy on train : 89.2156862745 + Accuracy on test : 76.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 79.6019900498 + Accuracy on test : 60.0 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 81.0945273632 + Accuracy on test : 71.6666666667 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 82.6086956522 + Accuracy on test : 66.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + - Mean : + Accuracy on train : 83.1302248349 + Accuracy on test : 68.75 + - Iteration 24 + Fold 1 + Accuracy on train : 89.2156862745 + Accuracy on test : 66.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 81.0945273632 + Accuracy on test : 63.3333333333 + Accuracy on validation : 77.6699029126 + Selected View : Methyl_ + Fold 3 + Accuracy on train : 81.592039801 + Accuracy on test : 68.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 84.5410628019 + Accuracy on test : 65.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 84.1108290602 + Accuracy on test : 65.8333333333 + - Iteration 25 + Fold 1 + Accuracy on train : 89.2156862745 + Accuracy on test : 68.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 81.0945273632 + Accuracy on test : 63.3333333333 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 80.5970149254 + Accuracy on test : 71.6666666667 + Accuracy on validation : 80.5825242718 + Selected View : RNASeq_ + Fold 4 + Accuracy on train : 84.0579710145 + Accuracy on test : 65.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 83.7412998944 + Accuracy on test : 67.0833333333 + - Iteration 26 + Fold 1 + Accuracy on train : 88.2352941176 + Accuracy on test : 66.6666666667 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 81.592039801 + Accuracy on test : 65.0 + Accuracy on validation : 76.6990291262 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 82.5870646766 + Accuracy on test : 71.6666666667 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 84.5410628019 + Accuracy on test : 65.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + - Mean : + Accuracy on train : 84.2388653493 + Accuracy on test : 67.0833333333 + - Iteration 27 + Fold 1 + Accuracy on train : 87.2549019608 + Accuracy on test : 71.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 81.0945273632 + Accuracy on test : 65.0 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 85.0746268657 + Accuracy on test : 71.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.0241545894 + Accuracy on test : 68.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 84.6120526948 + Accuracy on test : 69.1666666667 + - Iteration 28 + Fold 1 + Accuracy on train : 87.2549019608 + Accuracy on test : 68.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 82.5870646766 + Accuracy on test : 70.0 + Accuracy on validation : 78.640776699 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 84.5771144279 + Accuracy on test : 73.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 84.0579710145 + Accuracy on test : 65.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + - Mean : + Accuracy on train : 84.6192630199 + Accuracy on test : 69.1666666667 + - Iteration 29 + Fold 1 + Accuracy on train : 89.2156862745 + Accuracy on test : 66.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 82.0895522388 + Accuracy on test : 66.6666666667 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 86.0696517413 + Accuracy on test : 70.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 84.5410628019 + Accuracy on test : 66.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + - Mean : + Accuracy on train : 85.4789882641 + Accuracy on test : 67.5 + - Iteration 30 + Fold 1 + Accuracy on train : 87.7450980392 + Accuracy on test : 66.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 82.5870646766 + Accuracy on test : 68.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 84.5771144279 + Accuracy on test : 75.0 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 84.5410628019 + Accuracy on test : 61.6666666667 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + - Mean : + Accuracy on train : 84.8625849864 + Accuracy on test : 67.9166666667 + - Iteration 31 + Fold 1 + Accuracy on train : 87.2549019608 + Accuracy on test : 70.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 79.6019900498 + Accuracy on test : 66.6666666667 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 86.0696517413 + Accuracy on test : 73.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 84.5410628019 + Accuracy on test : 68.3333333333 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + - Mean : + Accuracy on train : 84.3669016384 + Accuracy on test : 69.5833333333 + - Iteration 32 + Fold 1 + Accuracy on train : 87.2549019608 + Accuracy on test : 66.6666666667 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.5970149254 + Accuracy on test : 66.6666666667 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 86.0696517413 + Accuracy on test : 80.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 84.5410628019 + Accuracy on test : 68.3333333333 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + - Mean : + Accuracy on train : 84.6156578573 + Accuracy on test : 70.4166666667 + - Iteration 33 + Fold 1 + Accuracy on train : 88.2352941176 + Accuracy on test : 68.3333333333 + Accuracy on validation : 85.4368932039 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 81.592039801 + Accuracy on test : 68.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 86.0696517413 + Accuracy on test : 81.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.5072463768 + Accuracy on test : 66.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + - Mean : + Accuracy on train : 85.3510580092 + Accuracy on test : 71.25 + - Iteration 34 + Fold 1 + Accuracy on train : 87.2549019608 + Accuracy on test : 66.6666666667 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 82.0895522388 + Accuracy on test : 68.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 86.5671641791 + Accuracy on test : 81.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 85.0241545894 + Accuracy on test : 71.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 85.233943242 + Accuracy on test : 72.0833333333 + - Iteration 35 + Fold 1 + Accuracy on train : 88.7254901961 + Accuracy on test : 68.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 82.5870646766 + Accuracy on test : 68.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 88.5572139303 + Accuracy on test : 86.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + Fold 4 + Accuracy on train : 85.0241545894 + Accuracy on test : 70.0 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 86.2234808481 + Accuracy on test : 73.3333333333 + - Iteration 36 + Fold 1 + Accuracy on train : 90.1960784314 + Accuracy on test : 70.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.5771144279 + Accuracy on test : 68.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 89.0547263682 + Accuracy on test : 85.0 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.5072463768 + Accuracy on test : 71.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.3337914011 + Accuracy on test : 73.75 + - Iteration 37 + Fold 1 + Accuracy on train : 89.7058823529 + Accuracy on test : 70.0 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.5820895522 + Accuracy on test : 68.3333333333 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 89.552238806 + Accuracy on test : 86.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.9903381643 + Accuracy on test : 70.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.2076372189 + Accuracy on test : 73.75 + - Iteration 38 + Fold 1 + Accuracy on train : 89.7058823529 + Accuracy on test : 66.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.5771144279 + Accuracy on test : 68.3333333333 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 88.5572139303 + Accuracy on test : 83.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.9903381643 + Accuracy on test : 70.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.2076372189 + Accuracy on test : 72.0833333333 + - Iteration 39 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 66.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.0845771144 + Accuracy on test : 68.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 92.039800995 + Accuracy on test : 88.3333333333 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 85.9903381643 + Accuracy on test : 70.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.9502476959 + Accuracy on test : 73.3333333333 + - Iteration 40 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 70.0 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 83.5820895522 + Accuracy on test : 68.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 91.5422885572 + Accuracy on test : 86.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.9565217391 + Accuracy on test : 70.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 88.1917935896 + Accuracy on test : 73.75 + - Iteration 41 + Fold 1 + Accuracy on train : 91.1764705882 + Accuracy on test : 70.0 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 83.0845771144 + Accuracy on test : 68.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 91.0447761194 + Accuracy on test : 86.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.0241545894 + Accuracy on test : 70.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.5824946029 + Accuracy on test : 73.75 + - Iteration 42 + Fold 1 + Accuracy on train : 91.1764705882 + Accuracy on test : 68.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.5820895522 + Accuracy on test : 68.3333333333 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 91.5422885572 + Accuracy on test : 85.0 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.9565217391 + Accuracy on test : 73.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 88.3143426092 + Accuracy on test : 73.75 + - Iteration 43 + Fold 1 + Accuracy on train : 90.1960784314 + Accuracy on test : 68.3333333333 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.07960199 + Accuracy on test : 68.3333333333 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 92.5373134328 + Accuracy on test : 88.3333333333 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.922705314 + Accuracy on test : 73.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 88.6839247921 + Accuracy on test : 74.5833333333 + - Iteration 44 + Fold 1 + Accuracy on train : 90.1960784314 + Accuracy on test : 68.3333333333 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.07960199 + Accuracy on test : 68.3333333333 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 92.039800995 + Accuracy on test : 83.3333333333 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.4734299517 + Accuracy on test : 71.6666666667 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 88.197227842 + Accuracy on test : 72.9166666667 + - Iteration 45 + Fold 1 + Accuracy on train : 89.7058823529 + Accuracy on test : 66.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 82.5870646766 + Accuracy on test : 68.3333333333 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 92.5373134328 + Accuracy on test : 85.0 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.4734299517 + Accuracy on test : 75.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.8259226035 + Accuracy on test : 73.75 + - Iteration 46 + Fold 1 + Accuracy on train : 91.1764705882 + Accuracy on test : 66.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 82.5870646766 + Accuracy on test : 68.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 91.0447761194 + Accuracy on test : 80.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 78.3333333333 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 88.0619812277 + Accuracy on test : 73.3333333333 + - Iteration 47 + Fold 1 + Accuracy on train : 91.1764705882 + Accuracy on test : 65.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 82.0895522388 + Accuracy on test : 68.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 90.5472636816 + Accuracy on test : 83.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.4734299517 + Accuracy on test : 78.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.5716791151 + Accuracy on test : 73.75 + - Iteration 48 + Fold 1 + Accuracy on train : 93.6274509804 + Accuracy on test : 70.0 + Accuracy on validation : 91.2621359223 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 82.5870646766 + Accuracy on test : 68.3333333333 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 89.0547263682 + Accuracy on test : 78.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 81.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 88.1772138879 + Accuracy on test : 74.5833333333 + - Iteration 49 + Fold 1 + Accuracy on train : 92.6470588235 + Accuracy on test : 66.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 82.5870646766 + Accuracy on test : 70.0 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 89.552238806 + Accuracy on test : 83.3333333333 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.9903381643 + Accuracy on test : 78.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.6941751176 + Accuracy on test : 74.5833333333 + - Iteration 50 + Fold 1 + Accuracy on train : 91.1764705882 + Accuracy on test : 66.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.5771144279 + Accuracy on test : 70.0 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 88.5572139303 + Accuracy on test : 83.3333333333 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 78.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.9376031183 + Accuracy on test : 74.5833333333 + - Iteration 51 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 70.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 82.5870646766 + Accuracy on test : 70.0 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 88.5572139303 + Accuracy on test : 85.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 84.5410628019 + Accuracy on test : 78.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.5929039797 + Accuracy on test : 75.8333333333 + - Iteration 52 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 71.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.5820895522 + Accuracy on test : 70.0 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 88.5572139303 + Accuracy on test : 81.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.9565217391 + Accuracy on test : 78.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 87.4455249329 + Accuracy on test : 75.4166666667 + - Iteration 53 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 70.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.0845771144 + Accuracy on test : 70.0 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 88.0597014925 + Accuracy on test : 85.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.4734299517 + Accuracy on test : 78.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.0759957671 + Accuracy on test : 75.8333333333 + - Iteration 54 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 71.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 83.5820895522 + Accuracy on test : 70.0 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 88.5572139303 + Accuracy on test : 78.3333333333 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 78.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.5662978797 + Accuracy on test : 74.5833333333 + - Iteration 55 + Fold 1 + Accuracy on train : 91.1764705882 + Accuracy on test : 70.0 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.5771144279 + Accuracy on test : 71.6666666667 + Accuracy on validation : 80.5825242718 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 87.5621890547 + Accuracy on test : 78.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.0241545894 + Accuracy on test : 78.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.084982165 + Accuracy on test : 74.5833333333 + - Iteration 56 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 71.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.5820895522 + Accuracy on test : 70.0 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 88.0597014925 + Accuracy on test : 81.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.0241545894 + Accuracy on test : 78.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.838055036 + Accuracy on test : 75.4166666667 + - Iteration 57 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 71.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.07960199 + Accuracy on test : 70.0 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 86.5671641791 + Accuracy on test : 78.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.9903381643 + Accuracy on test : 78.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 86.8308447108 + Accuracy on test : 74.5833333333 + - Iteration 58 + Fold 1 + Accuracy on train : 91.1764705882 + Accuracy on test : 70.0 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 85.0746268657 + Accuracy on test : 68.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 87.0646766169 + Accuracy on test : 78.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.4734299517 + Accuracy on test : 78.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.4473010056 + Accuracy on test : 73.75 + - Iteration 59 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 73.3333333333 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.0746268657 + Accuracy on test : 75.0 + Accuracy on validation : 81.5533980583 + Selected View : Methyl_ + Fold 3 + Accuracy on train : 85.5721393035 + Accuracy on test : 75.0 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.0241545894 + Accuracy on test : 78.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.5892988171 + Accuracy on test : 75.4166666667 + - Iteration 60 + Fold 1 + Accuracy on train : 91.6666666667 + Accuracy on test : 71.6666666667 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.5671641791 + Accuracy on test : 76.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 86.0696517413 + Accuracy on test : 76.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.9903381643 + Accuracy on test : 78.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.5734551878 + Accuracy on test : 75.8333333333 + - Iteration 61 + Fold 1 + Accuracy on train : 92.1568627451 + Accuracy on test : 71.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.5671641791 + Accuracy on test : 75.0 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 85.0746268657 + Accuracy on test : 75.0 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.9903381643 + Accuracy on test : 76.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.4472479885 + Accuracy on test : 74.5833333333 + - Iteration 62 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 70.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.5771144279 + Accuracy on test : 73.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 85.0746268657 + Accuracy on test : 73.3333333333 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.4734299517 + Accuracy on test : 76.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.7028614388 + Accuracy on test : 73.3333333333 + - Iteration 63 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 73.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.0746268657 + Accuracy on test : 75.0 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 85.0746268657 + Accuracy on test : 75.0 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 76.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.0687854419 + Accuracy on test : 75.0 + - Iteration 64 + Fold 1 + Accuracy on train : 91.1764705882 + Accuracy on test : 70.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.5771144279 + Accuracy on test : 73.3333333333 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 85.5721393035 + Accuracy on test : 75.0 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.9565217391 + Accuracy on test : 78.3333333333 + Accuracy on validation : 89.3203883495 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 87.0705615147 + Accuracy on test : 74.1666666667 + - Iteration 65 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 73.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.5820895522 + Accuracy on test : 71.6666666667 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 84.5771144279 + Accuracy on test : 73.3333333333 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.922705314 + Accuracy on test : 78.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.692045951 + Accuracy on test : 74.1666666667 + - Iteration 66 + Fold 1 + Accuracy on train : 91.6666666667 + Accuracy on test : 71.6666666667 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.5820895522 + Accuracy on test : 71.6666666667 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 84.07960199 + Accuracy on test : 71.6666666667 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.4734299517 + Accuracy on test : 78.3333333333 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.4504470402 + Accuracy on test : 73.3333333333 + - Iteration 67 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 75.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.0845771144 + Accuracy on test : 73.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 83.0845771144 + Accuracy on test : 73.3333333333 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.922705314 + Accuracy on test : 78.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.1945335132 + Accuracy on test : 75.0 + - Iteration 68 + Fold 1 + Accuracy on train : 91.6666666667 + Accuracy on test : 71.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.0845771144 + Accuracy on test : 73.3333333333 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 84.07960199 + Accuracy on test : 71.6666666667 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.9565217391 + Accuracy on test : 76.6666666667 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 86.4468418776 + Accuracy on test : 73.3333333333 + - Iteration 69 + Fold 1 + Accuracy on train : 91.1764705882 + Accuracy on test : 75.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 82.0895522388 + Accuracy on test : 73.3333333333 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 82.0895522388 + Accuracy on test : 73.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 76.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 85.6987971481 + Accuracy on test : 74.5833333333 + - Iteration 70 + Fold 1 + Accuracy on train : 92.6470588235 + Accuracy on test : 71.6666666667 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 82.5870646766 + Accuracy on test : 73.3333333333 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 82.5870646766 + Accuracy on test : 70.0 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.9565217391 + Accuracy on test : 75.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.194427479 + Accuracy on test : 72.5 + - Iteration 71 + Fold 1 + Accuracy on train : 92.1568627451 + Accuracy on test : 71.6666666667 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.07960199 + Accuracy on test : 73.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 82.0895522388 + Accuracy on test : 71.6666666667 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 75.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.4414076251 + Accuracy on test : 72.9166666667 + - Iteration 72 + Fold 1 + Accuracy on train : 92.1568627451 + Accuracy on test : 70.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.0746268657 + Accuracy on test : 73.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 82.0895522388 + Accuracy on test : 68.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 75.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.690163844 + Accuracy on test : 71.6666666667 + - Iteration 73 + Fold 1 + Accuracy on train : 91.1764705882 + Accuracy on test : 70.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.07960199 + Accuracy on test : 73.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 81.592039801 + Accuracy on test : 68.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.922705314 + Accuracy on test : 75.0 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.1927044233 + Accuracy on test : 71.6666666667 + - Iteration 74 + Fold 1 + Accuracy on train : 91.1764705882 + Accuracy on test : 70.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.5771144279 + Accuracy on test : 73.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 82.0895522388 + Accuracy on test : 68.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 76.6666666667 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 86.3206876954 + Accuracy on test : 72.0833333333 + - Iteration 75 + Fold 1 + Accuracy on train : 90.1960784314 + Accuracy on test : 70.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.0746268657 + Accuracy on test : 73.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 80.5970149254 + Accuracy on test : 68.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.922705314 + Accuracy on test : 78.3333333333 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 85.9476063841 + Accuracy on test : 72.5 + - Iteration 76 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 70.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.0696517413 + Accuracy on test : 75.0 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 81.592039801 + Accuracy on test : 66.6666666667 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 80.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.4468948947 + Accuracy on test : 72.9166666667 + - Iteration 77 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 71.6666666667 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 85.5721393035 + Accuracy on test : 71.6666666667 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 80.5970149254 + Accuracy on test : 70.0 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 80.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.0737605663 + Accuracy on test : 73.3333333333 + - Iteration 78 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 70.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.5721393035 + Accuracy on test : 73.3333333333 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 81.0945273632 + Accuracy on test : 70.0 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 80.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.1981386758 + Accuracy on test : 73.3333333333 + - Iteration 79 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 70.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.0696517413 + Accuracy on test : 73.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 79.6019900498 + Accuracy on test : 70.0 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.922705314 + Accuracy on test : 80.0 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.0701554037 + Accuracy on test : 73.3333333333 + - Iteration 80 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 70.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 87.0646766169 + Accuracy on test : 75.0 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + Fold 3 + Accuracy on train : 79.6019900498 + Accuracy on test : 71.6666666667 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.922705314 + Accuracy on test : 80.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.3189116226 + Accuracy on test : 74.1666666667 + - Iteration 81 + Fold 1 + Accuracy on train : 91.1764705882 + Accuracy on test : 71.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.5671641791 + Accuracy on test : 75.0 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 81.0945273632 + Accuracy on test : 71.6666666667 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 88.8888888889 + Accuracy on test : 80.0 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.9317627549 + Accuracy on test : 74.5833333333 + - Iteration 82 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 70.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 88.0597014925 + Accuracy on test : 75.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 80.5970149254 + Accuracy on test : 71.6666666667 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.922705314 + Accuracy on test : 76.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.8164240604 + Accuracy on test : 73.3333333333 + - Iteration 83 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 71.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 87.5621890547 + Accuracy on test : 78.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 80.5970149254 + Accuracy on test : 71.6666666667 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 88.4057971014 + Accuracy on test : 76.6666666667 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.8128188978 + Accuracy on test : 74.5833333333 + - Iteration 84 + Fold 1 + Accuracy on train : 90.1960784314 + Accuracy on test : 70.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.5671641791 + Accuracy on test : 75.0 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 81.0945273632 + Accuracy on test : 75.0 + Accuracy on validation : 79.6116504854 + Selected View : MRNASeq + Fold 4 + Accuracy on train : 87.922705314 + Accuracy on test : 76.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.4451188219 + Accuracy on test : 74.1666666667 + - Iteration 85 + Fold 1 + Accuracy on train : 89.7058823529 + Accuracy on test : 71.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 87.5621890547 + Accuracy on test : 78.3333333333 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 80.5970149254 + Accuracy on test : 73.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 88.4057971014 + Accuracy on test : 76.6666666667 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.5677208586 + Accuracy on test : 75.0 + - Iteration 86 + Fold 1 + Accuracy on train : 90.1960784314 + Accuracy on test : 68.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 87.0646766169 + Accuracy on test : 78.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 79.6019900498 + Accuracy on test : 73.3333333333 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 76.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.0755896562 + Accuracy on test : 74.1666666667 + - Iteration 87 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 71.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 87.5621890547 + Accuracy on test : 75.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 80.0995024876 + Accuracy on test : 73.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.9565217391 + Accuracy on test : 76.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.3261219478 + Accuracy on test : 74.1666666667 + - Iteration 88 + Fold 1 + Accuracy on train : 90.1960784314 + Accuracy on test : 70.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 87.0646766169 + Accuracy on test : 76.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 81.592039801 + Accuracy on test : 75.0 + Accuracy on validation : 79.6116504854 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 87.922705314 + Accuracy on test : 76.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.6938750408 + Accuracy on test : 74.5833333333 + - Iteration 89 + Fold 1 + Accuracy on train : 90.6862745098 + Accuracy on test : 70.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.5721393035 + Accuracy on test : 76.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 82.0895522388 + Accuracy on test : 75.0 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 76.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.4468948947 + Accuracy on test : 74.5833333333 + - Iteration 90 + Fold 1 + Accuracy on train : 89.7058823529 + Accuracy on test : 73.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.5721393035 + Accuracy on test : 76.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 83.0845771144 + Accuracy on test : 76.6666666667 + Accuracy on validation : 81.5533980583 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 86.9565217391 + Accuracy on test : 76.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.3297801275 + Accuracy on test : 75.8333333333 + - Iteration 91 + Fold 1 + Accuracy on train : 88.7254901961 + Accuracy on test : 71.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.0696517413 + Accuracy on test : 76.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 83.0845771144 + Accuracy on test : 76.6666666667 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.4734299517 + Accuracy on test : 76.6666666667 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.0882872509 + Accuracy on test : 75.4166666667 + - Iteration 92 + Fold 1 + Accuracy on train : 88.7254901961 + Accuracy on test : 71.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.5671641791 + Accuracy on test : 76.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 83.0845771144 + Accuracy on test : 75.0 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.9565217391 + Accuracy on test : 76.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.3334383072 + Accuracy on test : 75.0 + - Iteration 93 + Fold 1 + Accuracy on train : 89.2156862745 + Accuracy on test : 71.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.5721393035 + Accuracy on test : 76.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 83.5820895522 + Accuracy on test : 76.6666666667 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 76.6666666667 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.4523821642 + Accuracy on test : 75.4166666667 + - Iteration 94 + Fold 1 + Accuracy on train : 87.7450980392 + Accuracy on test : 71.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.0696517413 + Accuracy on test : 76.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 83.5820895522 + Accuracy on test : 76.6666666667 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 88.4057971014 + Accuracy on test : 76.6666666667 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 86.4506591085 + Accuracy on test : 75.4166666667 + - Iteration 95 + Fold 1 + Accuracy on train : 87.7450980392 + Accuracy on test : 73.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 88.0597014925 + Accuracy on test : 76.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 83.5820895522 + Accuracy on test : 78.3333333333 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 88.4057971014 + Accuracy on test : 76.6666666667 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.9481715464 + Accuracy on test : 76.25 + - Iteration 96 + Fold 1 + Accuracy on train : 87.2549019608 + Accuracy on test : 75.0 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 87.0646766169 + Accuracy on test : 76.6666666667 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 83.5820895522 + Accuracy on test : 78.3333333333 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 88.4057971014 + Accuracy on test : 76.6666666667 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 86.5768663078 + Accuracy on test : 76.6666666667 + - Iteration 97 + Fold 1 + Accuracy on train : 88.2352941176 + Accuracy on test : 73.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.5671641791 + Accuracy on test : 76.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 84.07960199 + Accuracy on test : 76.6666666667 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.4396135266 + Accuracy on test : 78.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.5804184533 + Accuracy on test : 76.25 + - Iteration 98 + Fold 1 + Accuracy on train : 88.2352941176 + Accuracy on test : 75.0 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 86.0696517413 + Accuracy on test : 75.0 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 84.07960199 + Accuracy on test : 78.3333333333 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 88.4057971014 + Accuracy on test : 76.6666666667 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.6975862376 + Accuracy on test : 76.25 + - Iteration 99 + Fold 1 + Accuracy on train : 88.7254901961 + Accuracy on test : 75.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.5671641791 + Accuracy on test : 76.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 84.07960199 + Accuracy on test : 78.3333333333 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 88.4057971014 + Accuracy on test : 78.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.9445133667 + Accuracy on test : 77.0833333333 + - Iteration 100 + Fold 1 + Accuracy on train : 89.2156862745 + Accuracy on test : 75.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.0696517413 + Accuracy on test : 76.6666666667 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 83.5820895522 + Accuracy on test : 78.3333333333 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.922705314 + Accuracy on test : 73.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.6975332205 + Accuracy on test : 75.8333333333 + +Computation time on 1 cores : + Database extraction time : 0:00:00 + Learn Prediction + Fold 1 0:01:01 0:00:13 + Fold 2 0:02:15 0:00:13 + Fold 3 0:03:29 0:00:13 + Fold 4 0:04:46 0:00:13 + Total 0:11:32 0:00:54 + So a total classification time of 0:04:59. + diff --git a/Code/MultiView/Results/20160819-090956Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png b/Code/MultiView/Results/20160819-090956Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png new file mode 100644 index 0000000000000000000000000000000000000000..5d113c27a3e839b83a0a1b9c1d2f687bff7106da Binary files /dev/null and b/Code/MultiView/Results/20160819-090956Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png differ diff --git a/Code/MultiView/Results/20160819-090956Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt b/Code/MultiView/Results/20160819-090956Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt new file mode 100644 index 0000000000000000000000000000000000000000..337ba05ca28129ff788bfb32eab2d3d2c9ecfa84 --- /dev/null +++ b/Code/MultiView/Results/20160819-090956Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt @@ -0,0 +1,2434 @@ + Result for Multiview classification with Mumbo + +Average accuracy : + -On Train : 92.9626345346 + -On Test : 82.5 + -On Validation : 93.2038834951 + +Dataset info : + -Database name : MultiOmicModified + -Labels : No, Yes + -Views : Methyl_, MiRNA__, RNASeq_, Clinic_, MRNASeq + -4 folds + +Classification configuration : + -Algorithm used : Mumbo + -Iterations : 100 + -Weak Classifiers : DecisionTree with depth 1, sub-sampled at 0.015 on Methyl_ + -DecisionTree with depth 1, sub-sampled at 0.015 on MiRNA__ + -DecisionTree with depth 1, sub-sampled at 0.1 on RNASeq_ + -DecisionTree with depth 2, sub-sampled at 0.2 on Clinic_ + -DecisionTree with depth 1, sub-sampled at 0.1 on MRNASeq + + For each iteration : + - Iteration 1 + Fold 1 + Accuracy on train : 61.5 + Accuracy on test : 73.3333333333 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 62.4390243902 + Accuracy on test : 73.3333333333 + Accuracy on validation : 73.786407767 + Selected View : RNASeq_ + Fold 3 + Accuracy on train : 62.2549019608 + Accuracy on test : 73.3333333333 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + Fold 4 + Accuracy on train : 61.8811881188 + Accuracy on test : 73.3333333333 + Accuracy on validation : 73.786407767 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 62.0187786175 + Accuracy on test : 73.3333333333 + - Iteration 2 + Fold 1 + Accuracy on train : 64.5 + Accuracy on test : 75.0 + Accuracy on validation : 72.8155339806 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 67.3170731707 + Accuracy on test : 76.6666666667 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 62.7450980392 + Accuracy on test : 50.0 + Accuracy on validation : 66.0194174757 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 64.8514851485 + Accuracy on test : 60.0 + Accuracy on validation : 60.1941747573 + Selected View : Methyl_ + - Mean : + Accuracy on train : 64.8534140896 + Accuracy on test : 65.4166666667 + - Iteration 3 + Fold 1 + Accuracy on train : 82.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 67.3170731707 + Accuracy on test : 76.6666666667 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 68.137254902 + Accuracy on test : 71.6666666667 + Accuracy on validation : 71.8446601942 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 68.3168316832 + Accuracy on test : 63.3333333333 + Accuracy on validation : 59.2233009709 + Selected View : Clinic_ + - Mean : + Accuracy on train : 71.442789939 + Accuracy on test : 73.75 + - Iteration 4 + Fold 1 + Accuracy on train : 82.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 67.3170731707 + Accuracy on test : 76.6666666667 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 72.5490196078 + Accuracy on test : 73.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 74.7524752475 + Accuracy on test : 73.3333333333 + Accuracy on validation : 71.8446601942 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.1546420065 + Accuracy on test : 76.25 + - Iteration 5 + Fold 1 + Accuracy on train : 83.5 + Accuracy on test : 85.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 70.7317073171 + Accuracy on test : 56.6666666667 + Accuracy on validation : 55.3398058252 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 75.0 + Accuracy on test : 70.0 + Accuracy on validation : 79.6116504854 + Selected View : RNASeq_ + Fold 4 + Accuracy on train : 72.2772277228 + Accuracy on test : 76.6666666667 + Accuracy on validation : 67.9611650485 + Selected View : Methyl_ + - Mean : + Accuracy on train : 75.37723376 + Accuracy on test : 72.0833333333 + - Iteration 6 + Fold 1 + Accuracy on train : 81.0 + Accuracy on test : 71.6666666667 + Accuracy on validation : 73.786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 75.1219512195 + Accuracy on test : 66.6666666667 + Accuracy on validation : 66.0194174757 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 78.431372549 + Accuracy on test : 80.0 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 71.7821782178 + Accuracy on test : 70.0 + Accuracy on validation : 73.786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.5838754966 + Accuracy on test : 72.0833333333 + - Iteration 7 + Fold 1 + Accuracy on train : 80.0 + Accuracy on test : 68.3333333333 + Accuracy on validation : 71.8446601942 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.0975609756 + Accuracy on test : 65.0 + Accuracy on validation : 65.0485436893 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 79.9019607843 + Accuracy on test : 83.3333333333 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 74.2574257426 + Accuracy on test : 80.0 + Accuracy on validation : 72.8155339806 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 77.5642368756 + Accuracy on test : 74.1666666667 + - Iteration 8 + Fold 1 + Accuracy on train : 82.5 + Accuracy on test : 75.0 + Accuracy on validation : 76.6990291262 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 79.512195122 + Accuracy on test : 60.0 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 78.9215686275 + Accuracy on test : 85.0 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 73.7623762376 + Accuracy on test : 68.3333333333 + Accuracy on validation : 74.7572815534 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.6740349968 + Accuracy on test : 72.0833333333 + - Iteration 9 + Fold 1 + Accuracy on train : 82.0 + Accuracy on test : 70.0 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 79.0243902439 + Accuracy on test : 53.3333333333 + Accuracy on validation : 66.9902912621 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 79.9019607843 + Accuracy on test : 80.0 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 73.2673267327 + Accuracy on test : 75.0 + Accuracy on validation : 73.786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.5484194402 + Accuracy on test : 69.5833333333 + - Iteration 10 + Fold 1 + Accuracy on train : 83.5 + Accuracy on test : 71.6666666667 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.487804878 + Accuracy on test : 70.0 + Accuracy on validation : 77.6699029126 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 74.5098039216 + Accuracy on test : 80.0 + Accuracy on validation : 78.640776699 + Selected View : Methyl_ + Fold 4 + Accuracy on train : 75.2475247525 + Accuracy on test : 76.6666666667 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 78.436283388 + Accuracy on test : 74.5833333333 + - Iteration 11 + Fold 1 + Accuracy on train : 84.5 + Accuracy on test : 73.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.9024390244 + Accuracy on test : 71.6666666667 + Accuracy on validation : 76.6990291262 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 77.4509803922 + Accuracy on test : 78.3333333333 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 79.2079207921 + Accuracy on test : 78.3333333333 + Accuracy on validation : 72.8155339806 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.2653350522 + Accuracy on test : 75.4166666667 + - Iteration 12 + Fold 1 + Accuracy on train : 85.0 + Accuracy on test : 73.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.3658536585 + Accuracy on test : 75.0 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 70.0980392157 + Accuracy on test : 80.0 + Accuracy on validation : 79.6116504854 + Selected View : Methyl_ + Fold 4 + Accuracy on train : 76.2376237624 + Accuracy on test : 75.0 + Accuracy on validation : 66.9902912621 + Selected View : Clinic_ + - Mean : + Accuracy on train : 79.1753791591 + Accuracy on test : 75.8333333333 + - Iteration 13 + Fold 1 + Accuracy on train : 86.5 + Accuracy on test : 75.0 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 83.9024390244 + Accuracy on test : 63.3333333333 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 71.568627451 + Accuracy on test : 85.0 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 78.7128712871 + Accuracy on test : 78.3333333333 + Accuracy on validation : 74.7572815534 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 80.1709844406 + Accuracy on test : 75.4166666667 + - Iteration 14 + Fold 1 + Accuracy on train : 83.5 + Accuracy on test : 71.6666666667 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.8536585366 + Accuracy on test : 73.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 67.6470588235 + Accuracy on test : 80.0 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 80.6930693069 + Accuracy on test : 78.3333333333 + Accuracy on validation : 76.6990291262 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 79.4234466668 + Accuracy on test : 75.8333333333 + - Iteration 15 + Fold 1 + Accuracy on train : 86.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 86.8292682927 + Accuracy on test : 75.0 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 70.0980392157 + Accuracy on test : 85.0 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 81.6831683168 + Accuracy on test : 78.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : MRNASeq + - Mean : + Accuracy on train : 81.1526189563 + Accuracy on test : 80.0 + - Iteration 16 + Fold 1 + Accuracy on train : 86.5 + Accuracy on test : 78.3333333333 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.3902439024 + Accuracy on test : 75.0 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 70.0980392157 + Accuracy on test : 88.3333333333 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.1485148515 + Accuracy on test : 85.0 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + - Mean : + Accuracy on train : 81.5341994924 + Accuracy on test : 81.6666666667 + - Iteration 17 + Fold 1 + Accuracy on train : 88.5 + Accuracy on test : 80.0 + Accuracy on validation : 93.2038834951 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 88.7804878049 + Accuracy on test : 83.3333333333 + Accuracy on validation : 90.2912621359 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 74.5098039216 + Accuracy on test : 88.3333333333 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 85.1485148515 + Accuracy on test : 86.6666666667 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 84.2347016445 + Accuracy on test : 84.5833333333 + - Iteration 18 + Fold 1 + Accuracy on train : 86.5 + Accuracy on test : 80.0 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 87.8048780488 + Accuracy on test : 81.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 71.568627451 + Accuracy on test : 86.6666666667 + Accuracy on validation : 78.640776699 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 87.1287128713 + Accuracy on test : 85.0 + Accuracy on validation : 90.2912621359 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 83.2505545928 + Accuracy on test : 83.3333333333 + - Iteration 19 + Fold 1 + Accuracy on train : 89.5 + Accuracy on test : 86.6666666667 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 89.2682926829 + Accuracy on test : 83.3333333333 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 77.9411764706 + Accuracy on test : 90.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.6336633663 + Accuracy on test : 76.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 85.83578313 + Accuracy on test : 84.1666666667 + - Iteration 20 + Fold 1 + Accuracy on train : 88.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 86.3414634146 + Accuracy on test : 76.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 76.4705882353 + Accuracy on test : 88.3333333333 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 88.6138613861 + Accuracy on test : 78.3333333333 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + - Mean : + Accuracy on train : 84.856478259 + Accuracy on test : 81.6666666667 + - Iteration 21 + Fold 1 + Accuracy on train : 90.0 + Accuracy on test : 88.3333333333 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.3414634146 + Accuracy on test : 81.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 79.9019607843 + Accuracy on test : 90.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.1386138614 + Accuracy on test : 76.6666666667 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + - Mean : + Accuracy on train : 85.5955095151 + Accuracy on test : 84.1666666667 + - Iteration 22 + Fold 1 + Accuracy on train : 87.5 + Accuracy on test : 81.6666666667 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.3414634146 + Accuracy on test : 78.3333333333 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 79.4117647059 + Accuracy on test : 90.0 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + Fold 4 + Accuracy on train : 86.1386138614 + Accuracy on test : 78.3333333333 + Accuracy on validation : 94.1747572816 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 84.8479604955 + Accuracy on test : 82.0833333333 + - Iteration 23 + Fold 1 + Accuracy on train : 90.0 + Accuracy on test : 80.0 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.8536585366 + Accuracy on test : 81.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 80.3921568627 + Accuracy on test : 90.0 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + Fold 4 + Accuracy on train : 85.6435643564 + Accuracy on test : 76.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : Methyl_ + - Mean : + Accuracy on train : 85.4723449389 + Accuracy on test : 82.0833333333 + - Iteration 24 + Fold 1 + Accuracy on train : 89.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 91.2621359223 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 86.3414634146 + Accuracy on test : 75.0 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 80.3921568627 + Accuracy on test : 90.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.6336633663 + Accuracy on test : 81.6666666667 + Accuracy on validation : 93.2038834951 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 85.5918209109 + Accuracy on test : 82.0833333333 + - Iteration 25 + Fold 1 + Accuracy on train : 91.5 + Accuracy on test : 81.6666666667 + Accuracy on validation : 93.2038834951 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 87.8048780488 + Accuracy on test : 75.0 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 82.3529411765 + Accuracy on test : 88.3333333333 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.6336633663 + Accuracy on test : 83.3333333333 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.0728706479 + Accuracy on test : 82.0833333333 + - Iteration 26 + Fold 1 + Accuracy on train : 90.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 87.3170731707 + Accuracy on test : 75.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 84.3137254902 + Accuracy on test : 88.3333333333 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.6336633663 + Accuracy on test : 83.3333333333 + Accuracy on validation : 92.2330097087 + Selected View : Methyl_ + - Mean : + Accuracy on train : 87.0661155068 + Accuracy on test : 82.0833333333 + - Iteration 27 + Fold 1 + Accuracy on train : 90.5 + Accuracy on test : 81.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.8292682927 + Accuracy on test : 78.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 84.8039215686 + Accuracy on test : 88.3333333333 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 87.6237623762 + Accuracy on test : 81.6666666667 + Accuracy on validation : 93.2038834951 + Selected View : Methyl_ + - Mean : + Accuracy on train : 87.4392380594 + Accuracy on test : 82.5 + - Iteration 28 + Fold 1 + Accuracy on train : 89.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.8536585366 + Accuracy on test : 73.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 82.8431372549 + Accuracy on test : 86.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : RNASeq_ + Fold 4 + Accuracy on train : 87.1287128713 + Accuracy on test : 83.3333333333 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.2063771657 + Accuracy on test : 81.25 + - Iteration 29 + Fold 1 + Accuracy on train : 87.0 + Accuracy on test : 80.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 87.3170731707 + Accuracy on test : 76.6666666667 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 85.2941176471 + Accuracy on test : 85.0 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 89.1089108911 + Accuracy on test : 83.3333333333 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.1800254272 + Accuracy on test : 81.25 + - Iteration 30 + Fold 1 + Accuracy on train : 87.0 + Accuracy on test : 78.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.8536585366 + Accuracy on test : 75.0 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 84.3137254902 + Accuracy on test : 88.3333333333 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + Fold 4 + Accuracy on train : 89.1089108911 + Accuracy on test : 86.6666666667 + Accuracy on validation : 93.2038834951 + Selected View : Methyl_ + - Mean : + Accuracy on train : 86.5690737295 + Accuracy on test : 82.0833333333 + - Iteration 31 + Fold 1 + Accuracy on train : 86.0 + Accuracy on test : 78.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.3658536585 + Accuracy on test : 78.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 85.7843137255 + Accuracy on test : 88.3333333333 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + Fold 4 + Accuracy on train : 89.1089108911 + Accuracy on test : 81.6666666667 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.5647695688 + Accuracy on test : 81.6666666667 + - Iteration 32 + Fold 1 + Accuracy on train : 86.0 + Accuracy on test : 78.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 88.2926829268 + Accuracy on test : 78.3333333333 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 85.2941176471 + Accuracy on test : 86.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 89.1089108911 + Accuracy on test : 85.0 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.1739278662 + Accuracy on test : 82.0833333333 + - Iteration 33 + Fold 1 + Accuracy on train : 86.5 + Accuracy on test : 76.6666666667 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 87.8048780488 + Accuracy on test : 76.6666666667 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 85.7843137255 + Accuracy on test : 88.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + Fold 4 + Accuracy on train : 89.603960396 + Accuracy on test : 83.3333333333 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.4232880426 + Accuracy on test : 81.25 + - Iteration 34 + Fold 1 + Accuracy on train : 86.5 + Accuracy on test : 78.3333333333 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 87.8048780488 + Accuracy on test : 73.3333333333 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 85.2941176471 + Accuracy on test : 88.3333333333 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 86.1386138614 + Accuracy on test : 83.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 86.4344023893 + Accuracy on test : 80.8333333333 + - Iteration 35 + Fold 1 + Accuracy on train : 87.0 + Accuracy on test : 78.3333333333 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 87.8048780488 + Accuracy on test : 73.3333333333 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 86.7647058824 + Accuracy on test : 90.0 + Accuracy on validation : 87.3786407767 + Selected View : MRNASeq + Fold 4 + Accuracy on train : 89.603960396 + Accuracy on test : 83.3333333333 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.7933860818 + Accuracy on test : 81.25 + - Iteration 36 + Fold 1 + Accuracy on train : 88.0 + Accuracy on test : 75.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 87.8048780488 + Accuracy on test : 75.0 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 85.7843137255 + Accuracy on test : 85.0 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 87.6237623762 + Accuracy on test : 85.0 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.3032385376 + Accuracy on test : 80.0 + - Iteration 37 + Fold 1 + Accuracy on train : 88.0 + Accuracy on test : 78.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 88.2926829268 + Accuracy on test : 75.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 86.2745098039 + Accuracy on test : 85.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 90.5940594059 + Accuracy on test : 86.6666666667 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + - Mean : + Accuracy on train : 88.2903130342 + Accuracy on test : 81.25 + - Iteration 38 + Fold 1 + Accuracy on train : 88.5 + Accuracy on test : 78.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 87.3170731707 + Accuracy on test : 73.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 85.7843137255 + Accuracy on test : 85.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 90.099009901 + Accuracy on test : 86.6666666667 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + - Mean : + Accuracy on train : 87.9250991993 + Accuracy on test : 80.8333333333 + - Iteration 39 + Fold 1 + Accuracy on train : 88.5 + Accuracy on test : 73.3333333333 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 88.2926829268 + Accuracy on test : 73.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 87.2549019608 + Accuracy on test : 88.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 89.1089108911 + Accuracy on test : 85.0 + Accuracy on validation : 92.2330097087 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 88.2891239447 + Accuracy on test : 80.0 + - Iteration 40 + Fold 1 + Accuracy on train : 88.5 + Accuracy on test : 80.0 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 88.7804878049 + Accuracy on test : 73.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 85.7843137255 + Accuracy on test : 86.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 89.603960396 + Accuracy on test : 85.0 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + - Mean : + Accuracy on train : 88.1671904816 + Accuracy on test : 81.25 + - Iteration 41 + Fold 1 + Accuracy on train : 90.5 + Accuracy on test : 76.6666666667 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 89.2682926829 + Accuracy on test : 75.0 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + Fold 3 + Accuracy on train : 85.2941176471 + Accuracy on test : 86.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 88.6138613861 + Accuracy on test : 86.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 88.419067929 + Accuracy on test : 81.25 + - Iteration 42 + Fold 1 + Accuracy on train : 90.5 + Accuracy on test : 78.3333333333 + Accuracy on validation : 92.2330097087 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 88.7804878049 + Accuracy on test : 70.0 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 84.8039215686 + Accuracy on test : 83.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 89.603960396 + Accuracy on test : 85.0 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + - Mean : + Accuracy on train : 88.4220924424 + Accuracy on test : 79.1666666667 + - Iteration 43 + Fold 1 + Accuracy on train : 90.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 93.2038834951 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 89.756097561 + Accuracy on test : 73.3333333333 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 84.8039215686 + Accuracy on test : 86.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + Fold 4 + Accuracy on train : 88.6138613861 + Accuracy on test : 85.0 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + - Mean : + Accuracy on train : 88.2934701289 + Accuracy on test : 82.0833333333 + - Iteration 44 + Fold 1 + Accuracy on train : 92.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 89.2682926829 + Accuracy on test : 75.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 83.8235294118 + Accuracy on test : 83.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + Fold 4 + Accuracy on train : 89.603960396 + Accuracy on test : 86.6666666667 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + - Mean : + Accuracy on train : 88.6739456227 + Accuracy on test : 81.6666666667 + - Iteration 45 + Fold 1 + Accuracy on train : 93.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 89.756097561 + Accuracy on test : 75.0 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 85.2941176471 + Accuracy on test : 85.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 90.5940594059 + Accuracy on test : 91.6666666667 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + - Mean : + Accuracy on train : 89.6610686535 + Accuracy on test : 83.3333333333 + - Iteration 46 + Fold 1 + Accuracy on train : 92.5 + Accuracy on test : 83.3333333333 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 91.7073170732 + Accuracy on test : 73.3333333333 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 87.7450980392 + Accuracy on test : 86.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 90.099009901 + Accuracy on test : 91.6666666667 + Accuracy on validation : 96.1165048544 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 90.5128562533 + Accuracy on test : 83.75 + - Iteration 47 + Fold 1 + Accuracy on train : 92.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 93.1707317073 + Accuracy on test : 73.3333333333 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 87.2549019608 + Accuracy on test : 86.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 90.5940594059 + Accuracy on test : 93.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.7549232685 + Accuracy on test : 84.1666666667 + - Iteration 48 + Fold 1 + Accuracy on train : 93.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.6829268293 + Accuracy on test : 73.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 87.2549019608 + Accuracy on test : 85.0 + Accuracy on validation : 90.2912621359 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 90.5940594059 + Accuracy on test : 88.3333333333 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.882972049 + Accuracy on test : 82.0833333333 + - Iteration 49 + Fold 1 + Accuracy on train : 91.5 + Accuracy on test : 78.3333333333 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.6829268293 + Accuracy on test : 75.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 87.2549019608 + Accuracy on test : 86.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : Methyl_ + Fold 4 + Accuracy on train : 90.099009901 + Accuracy on test : 86.6666666667 + Accuracy on validation : 96.1165048544 + Selected View : MRNASeq + - Mean : + Accuracy on train : 90.3842096728 + Accuracy on test : 81.6666666667 + - Iteration 50 + Fold 1 + Accuracy on train : 92.5 + Accuracy on test : 81.6666666667 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.6829268293 + Accuracy on test : 75.0 + Accuracy on validation : 89.3203883495 + Selected View : MRNASeq + Fold 3 + Accuracy on train : 87.7450980392 + Accuracy on test : 86.6666666667 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + Fold 4 + Accuracy on train : 90.099009901 + Accuracy on test : 86.6666666667 + Accuracy on validation : 96.1165048544 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 90.7567586924 + Accuracy on test : 82.5 + - Iteration 51 + Fold 1 + Accuracy on train : 92.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 95.145631068 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 92.1951219512 + Accuracy on test : 75.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 87.7450980392 + Accuracy on test : 85.0 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 90.5940594059 + Accuracy on test : 90.0 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.6335698491 + Accuracy on test : 83.3333333333 + - Iteration 52 + Fold 1 + Accuracy on train : 92.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 96.1165048544 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 91.7073170732 + Accuracy on test : 71.6666666667 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 90.1960784314 + Accuracy on test : 88.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 90.5940594059 + Accuracy on test : 90.0 + Accuracy on validation : 96.1165048544 + Selected View : MRNASeq + - Mean : + Accuracy on train : 91.1243637276 + Accuracy on test : 83.3333333333 + - Iteration 53 + Fold 1 + Accuracy on train : 91.5 + Accuracy on test : 80.0 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 91.7073170732 + Accuracy on test : 71.6666666667 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 88.2352941176 + Accuracy on test : 88.3333333333 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.0891089109 + Accuracy on test : 90.0 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.6329300254 + Accuracy on test : 82.5 + - Iteration 54 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 93.1707317073 + Accuracy on test : 70.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 88.7254901961 + Accuracy on test : 86.6666666667 + Accuracy on validation : 89.3203883495 + Selected View : RNASeq_ + Fold 4 + Accuracy on train : 91.5841584158 + Accuracy on test : 90.0 + Accuracy on validation : 97.0873786408 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 91.1200950798 + Accuracy on test : 82.0833333333 + - Iteration 55 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 76.6666666667 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 91.2195121951 + Accuracy on test : 75.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 90.6862745098 + Accuracy on test : 88.3333333333 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.0891089109 + Accuracy on test : 86.6666666667 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.998723904 + Accuracy on test : 81.6666666667 + - Iteration 56 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 78.3333333333 + Accuracy on validation : 96.1165048544 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 91.7073170732 + Accuracy on test : 75.0 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 91.6666666667 + Accuracy on test : 86.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 90.5940594059 + Accuracy on test : 88.3333333333 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.2420107864 + Accuracy on test : 82.0833333333 + - Iteration 57 + Fold 1 + Accuracy on train : 90.5 + Accuracy on test : 76.6666666667 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 91.2195121951 + Accuracy on test : 76.6666666667 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 91.6666666667 + Accuracy on test : 88.3333333333 + Accuracy on validation : 92.2330097087 + Selected View : MRNASeq + Fold 4 + Accuracy on train : 91.5841584158 + Accuracy on test : 90.0 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.2425843194 + Accuracy on test : 82.9166666667 + - Iteration 58 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 96.1165048544 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 91.7073170732 + Accuracy on test : 71.6666666667 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 90.6862745098 + Accuracy on test : 88.3333333333 + Accuracy on validation : 92.2330097087 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 90.099009901 + Accuracy on test : 90.0 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.873150371 + Accuracy on test : 82.9166666667 + - Iteration 59 + Fold 1 + Accuracy on train : 90.0 + Accuracy on test : 78.3333333333 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 90.243902439 + Accuracy on test : 75.0 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 91.6666666667 + Accuracy on test : 88.3333333333 + Accuracy on validation : 93.2038834951 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 91.0891089109 + Accuracy on test : 90.0 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.7499195041 + Accuracy on test : 82.9166666667 + - Iteration 60 + Fold 1 + Accuracy on train : 91.5 + Accuracy on test : 81.6666666667 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 91.2195121951 + Accuracy on test : 76.6666666667 + Accuracy on validation : 93.2038834951 + Selected View : MiRNA__ + Fold 3 + Accuracy on train : 89.7058823529 + Accuracy on test : 88.3333333333 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.0891089109 + Accuracy on test : 90.0 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.8786258647 + Accuracy on test : 84.1666666667 + - Iteration 61 + Fold 1 + Accuracy on train : 91.5 + Accuracy on test : 80.0 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 90.7317073171 + Accuracy on test : 76.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 87.7450980392 + Accuracy on test : 88.3333333333 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 92.5742574257 + Accuracy on test : 91.6666666667 + Accuracy on validation : 95.145631068 + Selected View : Methyl_ + - Mean : + Accuracy on train : 90.6377656955 + Accuracy on test : 84.1666666667 + - Iteration 62 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.6829268293 + Accuracy on test : 75.0 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 89.2156862745 + Accuracy on test : 90.0 + Accuracy on validation : 92.2330097087 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 92.5742574257 + Accuracy on test : 90.0 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.3682176324 + Accuracy on test : 84.5833333333 + - Iteration 63 + Fold 1 + Accuracy on train : 91.5 + Accuracy on test : 80.0 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.1951219512 + Accuracy on test : 73.3333333333 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 87.7450980392 + Accuracy on test : 90.0 + Accuracy on validation : 92.2330097087 + Selected View : MRNASeq + Fold 4 + Accuracy on train : 92.0792079208 + Accuracy on test : 93.3333333333 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.8798569778 + Accuracy on test : 84.1666666667 + - Iteration 64 + Fold 1 + Accuracy on train : 90.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 96.1165048544 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 93.1707317073 + Accuracy on test : 76.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 87.2549019608 + Accuracy on test : 88.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.0891089109 + Accuracy on test : 93.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.3786856447 + Accuracy on test : 85.4166666667 + - Iteration 65 + Fold 1 + Accuracy on train : 90.5 + Accuracy on test : 80.0 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.1951219512 + Accuracy on test : 73.3333333333 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 89.2156862745 + Accuracy on test : 90.0 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.0891089109 + Accuracy on test : 91.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.7499792842 + Accuracy on test : 83.75 + - Iteration 66 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 97.0873786408 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.1951219512 + Accuracy on test : 76.6666666667 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 89.7058823529 + Accuracy on test : 88.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.5841584158 + Accuracy on test : 91.6666666667 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.12129068 + Accuracy on test : 84.5833333333 + - Iteration 67 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 90.243902439 + Accuracy on test : 75.0 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 92.1568627451 + Accuracy on test : 88.3333333333 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 90.5940594059 + Accuracy on test : 91.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.9987061475 + Accuracy on test : 84.5833333333 + - Iteration 68 + Fold 1 + Accuracy on train : 91.5 + Accuracy on test : 81.6666666667 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.1951219512 + Accuracy on test : 76.6666666667 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 91.1764705882 + Accuracy on test : 88.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 90.5940594059 + Accuracy on test : 91.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.3664129863 + Accuracy on test : 84.5833333333 + - Iteration 69 + Fold 1 + Accuracy on train : 90.5 + Accuracy on test : 83.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.6829268293 + Accuracy on test : 75.0 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 92.6470588235 + Accuracy on test : 88.3333333333 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 90.5940594059 + Accuracy on test : 91.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.6060112647 + Accuracy on test : 84.5833333333 + - Iteration 70 + Fold 1 + Accuracy on train : 91.5 + Accuracy on test : 81.6666666667 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 91.2195121951 + Accuracy on test : 78.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 91.6666666667 + Accuracy on test : 86.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.5841584158 + Accuracy on test : 91.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.4925843194 + Accuracy on test : 84.5833333333 + - Iteration 71 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 89.756097561 + Accuracy on test : 80.0 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 91.6666666667 + Accuracy on test : 90.0 + Accuracy on validation : 93.2038834951 + Selected View : MRNASeq + Fold 4 + Accuracy on train : 91.0891089109 + Accuracy on test : 91.6666666667 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.8779682846 + Accuracy on test : 85.8333333333 + - Iteration 72 + Fold 1 + Accuracy on train : 91.5 + Accuracy on test : 83.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 91.7073170732 + Accuracy on test : 76.6666666667 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 91.6666666667 + Accuracy on test : 83.3333333333 + Accuracy on validation : 93.2038834951 + Selected View : MRNASeq + Fold 4 + Accuracy on train : 91.0891089109 + Accuracy on test : 91.6666666667 + Accuracy on validation : 91.2621359223 + Selected View : MRNASeq + - Mean : + Accuracy on train : 91.4907731627 + Accuracy on test : 83.75 + - Iteration 73 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 90.7317073171 + Accuracy on test : 78.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : MRNASeq + Fold 3 + Accuracy on train : 92.1568627451 + Accuracy on test : 83.3333333333 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 92.0792079208 + Accuracy on test : 93.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 91.4919444957 + Accuracy on test : 84.5833333333 + - Iteration 74 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 80.0 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.1951219512 + Accuracy on test : 75.0 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 92.1568627451 + Accuracy on test : 83.3333333333 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 92.0792079208 + Accuracy on test : 93.3333333333 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.8577981543 + Accuracy on test : 82.9166666667 + - Iteration 75 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.6829268293 + Accuracy on test : 75.0 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 93.137254902 + Accuracy on test : 86.6666666667 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.5841584158 + Accuracy on test : 93.3333333333 + Accuracy on validation : 90.2912621359 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 92.1010850368 + Accuracy on test : 84.5833333333 + - Iteration 76 + Fold 1 + Accuracy on train : 90.5 + Accuracy on test : 78.3333333333 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.1951219512 + Accuracy on test : 75.0 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + Fold 3 + Accuracy on train : 93.6274509804 + Accuracy on test : 85.0 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 92.0792079208 + Accuracy on test : 90.0 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 92.1004452131 + Accuracy on test : 82.0833333333 + - Iteration 77 + Fold 1 + Accuracy on train : 90.0 + Accuracy on test : 80.0 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 91.2195121951 + Accuracy on test : 76.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.1176470588 + Accuracy on test : 83.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.0891089109 + Accuracy on test : 90.0 + Accuracy on validation : 90.2912621359 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 91.6065670412 + Accuracy on test : 82.5 + - Iteration 78 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 80.0 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 91.7073170732 + Accuracy on test : 76.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.1176470588 + Accuracy on test : 83.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 91.0891089109 + Accuracy on test : 93.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.9785182607 + Accuracy on test : 83.3333333333 + - Iteration 79 + Fold 1 + Accuracy on train : 92.0 + Accuracy on test : 85.0 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.1951219512 + Accuracy on test : 76.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.1176470588 + Accuracy on test : 83.3333333333 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.0891089109 + Accuracy on test : 91.6666666667 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 92.3504694802 + Accuracy on test : 84.1666666667 + - Iteration 80 + Fold 1 + Accuracy on train : 91.5 + Accuracy on test : 85.0 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.1951219512 + Accuracy on test : 75.0 + Accuracy on validation : 89.3203883495 + Selected View : MRNASeq + Fold 3 + Accuracy on train : 94.1176470588 + Accuracy on test : 85.0 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.0891089109 + Accuracy on test : 91.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 92.2254694802 + Accuracy on test : 84.1666666667 + - Iteration 81 + Fold 1 + Accuracy on train : 91.5 + Accuracy on test : 80.0 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.6829268293 + Accuracy on test : 75.0 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.1176470588 + Accuracy on test : 83.3333333333 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.0891089109 + Accuracy on test : 90.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 92.3474206997 + Accuracy on test : 82.0833333333 + - Iteration 82 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 78.3333333333 + Accuracy on validation : 94.1747572816 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 93.1707317073 + Accuracy on test : 71.6666666667 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 93.6274509804 + Accuracy on test : 83.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.5841584158 + Accuracy on test : 91.6666666667 + Accuracy on validation : 90.2912621359 + Selected View : MRNASeq + - Mean : + Accuracy on train : 92.3455852759 + Accuracy on test : 81.25 + - Iteration 83 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 95.145631068 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.6829268293 + Accuracy on test : 71.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.1176470588 + Accuracy on test : 83.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 92.5742574257 + Accuracy on test : 90.0 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 92.5937078285 + Accuracy on test : 81.6666666667 + - Iteration 84 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 78.3333333333 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.1951219512 + Accuracy on test : 70.0 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.1176470588 + Accuracy on test : 85.0 + Accuracy on validation : 97.0873786408 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 92.0792079208 + Accuracy on test : 91.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 92.3479942327 + Accuracy on test : 81.25 + - Iteration 85 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 96.1165048544 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 93.1707317073 + Accuracy on test : 70.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.1176470588 + Accuracy on test : 86.6666666667 + Accuracy on validation : 97.0873786408 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 92.0792079208 + Accuracy on test : 91.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 92.5918966717 + Accuracy on test : 82.5 + - Iteration 86 + Fold 1 + Accuracy on train : 91.0 + Accuracy on test : 80.0 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.6829268293 + Accuracy on test : 66.6666666667 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.6078431373 + Accuracy on test : 86.6666666667 + Accuracy on validation : 98.0582524272 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.5841584158 + Accuracy on test : 91.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 92.4687320956 + Accuracy on test : 81.25 + - Iteration 87 + Fold 1 + Accuracy on train : 93.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 92.1951219512 + Accuracy on test : 68.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.1176470588 + Accuracy on test : 86.6666666667 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 92.0792079208 + Accuracy on test : 91.6666666667 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 92.8479942327 + Accuracy on test : 82.5 + - Iteration 88 + Fold 1 + Accuracy on train : 92.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.1951219512 + Accuracy on test : 65.0 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.6078431373 + Accuracy on test : 88.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 92.0792079208 + Accuracy on test : 93.3333333333 + Accuracy on validation : 92.2330097087 + Selected View : MRNASeq + - Mean : + Accuracy on train : 92.7205432523 + Accuracy on test : 82.5 + - Iteration 89 + Fold 1 + Accuracy on train : 92.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.1951219512 + Accuracy on test : 60.0 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.6078431373 + Accuracy on test : 90.0 + Accuracy on validation : 98.0582524272 + Selected View : RNASeq_ + Fold 4 + Accuracy on train : 91.5841584158 + Accuracy on test : 91.6666666667 + Accuracy on validation : 91.2621359223 + Selected View : MRNASeq + - Mean : + Accuracy on train : 92.5967808761 + Accuracy on test : 81.25 + - Iteration 90 + Fold 1 + Accuracy on train : 92.0 + Accuracy on test : 85.0 + Accuracy on validation : 98.0582524272 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.6829268293 + Accuracy on test : 63.3333333333 + Accuracy on validation : 85.4368932039 + Selected View : MRNASeq + Fold 3 + Accuracy on train : 94.6078431373 + Accuracy on test : 90.0 + Accuracy on validation : 98.0582524272 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 92.0792079208 + Accuracy on test : 93.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 92.8424944718 + Accuracy on test : 82.9166666667 + - Iteration 91 + Fold 1 + Accuracy on train : 92.5 + Accuracy on test : 83.3333333333 + Accuracy on validation : 98.0582524272 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.6829268293 + Accuracy on test : 65.0 + Accuracy on validation : 86.4077669903 + Selected View : MRNASeq + Fold 3 + Accuracy on train : 94.6078431373 + Accuracy on test : 88.3333333333 + Accuracy on validation : 98.0582524272 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.5841584158 + Accuracy on test : 93.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 92.8437320956 + Accuracy on test : 82.5 + - Iteration 92 + Fold 1 + Accuracy on train : 92.0 + Accuracy on test : 83.3333333333 + Accuracy on validation : 98.0582524272 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 93.1707317073 + Accuracy on test : 65.0 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + Fold 3 + Accuracy on train : 94.1176470588 + Accuracy on test : 88.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 92.0792079208 + Accuracy on test : 93.3333333333 + Accuracy on validation : 92.2330097087 + Selected View : Methyl_ + - Mean : + Accuracy on train : 92.8418966717 + Accuracy on test : 82.5 + - Iteration 93 + Fold 1 + Accuracy on train : 92.0 + Accuracy on test : 80.0 + Accuracy on validation : 98.0582524272 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 93.1707317073 + Accuracy on test : 63.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.1176470588 + Accuracy on test : 88.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.5841584158 + Accuracy on test : 93.3333333333 + Accuracy on validation : 91.2621359223 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 92.7181342955 + Accuracy on test : 81.25 + - Iteration 94 + Fold 1 + Accuracy on train : 92.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 93.1707317073 + Accuracy on test : 66.6666666667 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.1176470588 + Accuracy on test : 88.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 92.5742574257 + Accuracy on test : 91.6666666667 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + - Mean : + Accuracy on train : 92.965659048 + Accuracy on test : 82.0833333333 + - Iteration 95 + Fold 1 + Accuracy on train : 92.5 + Accuracy on test : 80.0 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 93.6585365854 + Accuracy on test : 65.0 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.6078431373 + Accuracy on test : 88.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 91.0891089109 + Accuracy on test : 90.0 + Accuracy on validation : 93.2038834951 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 92.9638721584 + Accuracy on test : 80.8333333333 + - Iteration 96 + Fold 1 + Accuracy on train : 91.5 + Accuracy on test : 81.6666666667 + Accuracy on validation : 96.1165048544 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 93.6585365854 + Accuracy on test : 66.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : RNASeq_ + Fold 3 + Accuracy on train : 94.6078431373 + Accuracy on test : 88.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.5841584158 + Accuracy on test : 91.6666666667 + Accuracy on validation : 93.2038834951 + Selected View : Clinic_ + - Mean : + Accuracy on train : 92.8376345346 + Accuracy on test : 82.0833333333 + - Iteration 97 + Fold 1 + Accuracy on train : 91.5 + Accuracy on test : 83.3333333333 + Accuracy on validation : 96.1165048544 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 93.6585365854 + Accuracy on test : 68.3333333333 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 94.6078431373 + Accuracy on test : 90.0 + Accuracy on validation : 97.0873786408 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 90.5940594059 + Accuracy on test : 91.6666666667 + Accuracy on validation : 94.1747572816 + Selected View : Methyl_ + - Mean : + Accuracy on train : 92.5901097821 + Accuracy on test : 83.3333333333 + - Iteration 98 + Fold 1 + Accuracy on train : 91.5 + Accuracy on test : 81.6666666667 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 93.6585365854 + Accuracy on test : 66.6666666667 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 95.0980392157 + Accuracy on test : 88.3333333333 + Accuracy on validation : 97.0873786408 + Selected View : Clinic_ + Fold 4 + Accuracy on train : 91.5841584158 + Accuracy on test : 91.6666666667 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + - Mean : + Accuracy on train : 92.9601835542 + Accuracy on test : 82.0833333333 + - Iteration 99 + Fold 1 + Accuracy on train : 92.0 + Accuracy on test : 80.0 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 93.6585365854 + Accuracy on test : 68.3333333333 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 3 + Accuracy on train : 93.6274509804 + Accuracy on test : 91.6666666667 + Accuracy on validation : 97.0873786408 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 91.5841584158 + Accuracy on test : 91.6666666667 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + - Mean : + Accuracy on train : 92.7175364954 + Accuracy on test : 82.9166666667 + - Iteration 100 + Fold 1 + Accuracy on train : 92.0 + Accuracy on test : 81.6666666667 + Accuracy on validation : 94.1747572816 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 93.6585365854 + Accuracy on test : 68.3333333333 + Accuracy on validation : 86.4077669903 + Selected View : MRNASeq + Fold 3 + Accuracy on train : 94.6078431373 + Accuracy on test : 90.0 + Accuracy on validation : 97.0873786408 + Selected View : MiRNA__ + Fold 4 + Accuracy on train : 91.5841584158 + Accuracy on test : 90.0 + Accuracy on validation : 95.145631068 + Selected View : Clinic_ + - Mean : + Accuracy on train : 92.9626345346 + Accuracy on test : 82.5 + +Computation time on 1 cores : + Database extraction time : 0:00:00 + Learn Prediction + Fold 1 0:01:06 0:00:15 + Fold 2 0:02:33 0:00:14 + Fold 3 0:03:49 0:00:14 + Fold 4 0:05:10 0:00:15 + Total 0:12:39 0:00:59 + So a total classification time of 0:05:25. + diff --git a/Code/MultiView/Results/20160819-094229Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified-accuracyByIteration.png b/Code/MultiView/Results/20160819-094229Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified-accuracyByIteration.png new file mode 100644 index 0000000000000000000000000000000000000000..e27e5e4eedd046db24250e5750c9ca958005f850 Binary files /dev/null and b/Code/MultiView/Results/20160819-094229Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified-accuracyByIteration.png differ diff --git a/Code/MultiView/Results/20160819-094229Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified.txt b/Code/MultiView/Results/20160819-094229Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified.txt new file mode 100644 index 0000000000000000000000000000000000000000..89510a4ce116652106e661190b8c7c36edec0896 --- /dev/null +++ b/Code/MultiView/Results/20160819-094229Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified.txt @@ -0,0 +1,84 @@ + Result for Multiview classification with Mumbo + +Average accuracy : + -On Train : 63.8747816195 + -On Test : 68.4426229508 + -On Validation : 66.9902912621 + +Dataset info : + -Database name : MultiOmicModified + -Labels : No, Yes + -Views : Methyl_, MiRNA__, RNASeq_, Clinic_, MRNASeq + -2 folds + +Classification configuration : + -Algorithm used : Mumbo + -Iterations : 2 + -Weak Classifiers : DecisionTree with depth 1, sub-sampled at 0.015 on Methyl_ + -DecisionTree with depth 1, sub-sampled at 0.015 on MiRNA__ + -DecisionTree with depth 1, sub-sampled at 0.1 on RNASeq_ + -DecisionTree with depth 2, sub-sampled at 0.2 on Clinic_ + -DecisionTree with depth 1, sub-sampled at 0.1 on MRNASeq + + Mean average accuracies and stats for each fold : + - Fold 0 + - On Methyl_ + - Percentage of time chosen : 0.5 + - On MiRNA__ + - Percentage of time chosen : 0.0 + - On RNASeq_ + - Percentage of time chosen : 0.5 + - On Clinic_ + - Percentage of time chosen : 0.0 + - On MRNASeq + - Percentage of time chosen : 0.0 + - Fold 1 + - On Methyl_ + - Percentage of time chosen : 0.0 + - On MiRNA__ + - Percentage of time chosen : 0.0 + - On RNASeq_ + - Percentage of time chosen : 0.0 + - On Clinic_ + - Percentage of time chosen : 1.0 + - On MRNASeq + - Percentage of time chosen : 0.0 + + For each iteration : + - Iteration 1 + Fold 1 + Accuracy on train : 60.2649006623 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 63.1901840491 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 61.7275423557 + Accuracy on test : 72.9508196721 + - Iteration 2 + Fold 1 + Accuracy on train : 60.2649006623 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 67.4846625767 + Accuracy on test : 63.9344262295 + Accuracy on validation : 60.1941747573 + Selected View : Clinic_ + - Mean : + Accuracy on train : 63.8747816195 + Accuracy on test : 68.4426229508 + +Computation time on 1 cores : + Database extraction time : 0:00:00 + Learn Prediction + Fold 1 0:00:00 0:00:00 + Fold 2 0:00:01 0:00:00 + Total 0:00:02 0:00:00 + So a total classification time of 0:00:01. + diff --git a/Code/MultiView/Results/20160819-094257Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified-accuracyByIteration.png b/Code/MultiView/Results/20160819-094257Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified-accuracyByIteration.png new file mode 100644 index 0000000000000000000000000000000000000000..ed354e7c7dc694aa345ff5fe3cd1b64ac4e2ee7c Binary files /dev/null and b/Code/MultiView/Results/20160819-094257Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified-accuracyByIteration.png differ diff --git a/Code/MultiView/Results/20160819-094257Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified.txt b/Code/MultiView/Results/20160819-094257Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified.txt new file mode 100644 index 0000000000000000000000000000000000000000..e678d645a5c86f2cd356ab7317414948dd229f66 --- /dev/null +++ b/Code/MultiView/Results/20160819-094257Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified.txt @@ -0,0 +1,94 @@ + Result for Multiview classification with Mumbo + +Average accuracy : + -On Train : 62.2626582278 + -On Test : 72.9508196721 + -On Validation : 73.786407767 + +Dataset info : + -Database name : MultiOmicModified + -Labels : No, Yes + -Views : Methyl_, MiRNA__, RNASeq_, Clinic_, MRNASeq + -2 folds + +Classification configuration : + -Algorithm used : Mumbo + -Iterations : 2 + -Weak Classifiers : DecisionTree with depth 1, sub-sampled at 0.015 on Methyl_ + -DecisionTree with depth 1, sub-sampled at 0.015 on MiRNA__ + -DecisionTree with depth 1, sub-sampled at 0.1 on RNASeq_ + -DecisionTree with depth 2, sub-sampled at 0.2 on Clinic_ + -DecisionTree with depth 1, sub-sampled at 0.1 on MRNASeq + + Mean average accuracies and stats for each fold : + - Fold 0 + - On Methyl_ : + - Mean average Accuracy0.310126582278 + - Percentage of time chosen : 0.5 + - On MiRNA__ : + - Mean average Accuracy0.310126582278 + - Percentage of time chosen : 0.0 + - On RNASeq_ : + - Mean average Accuracy0.360679680748 + - Percentage of time chosen : 0.5 + - On Clinic_ : + - Mean average Accuracy0.370758305105 + - Percentage of time chosen : 0.0 + - On MRNASeq : + - Mean average Accuracy0.361502232889 + - Percentage of time chosen : 0.0 + - Fold 1 + - On Methyl_ : + - Mean average Accuracy0.3125 + - Percentage of time chosen : 1.0 + - On MiRNA__ : + - Mean average Accuracy0.3125 + - Percentage of time chosen : 0.0 + - On RNASeq_ : + - Mean average Accuracy0.533562678302 + - Percentage of time chosen : 0.0 + - On Clinic_ : + - Mean average Accuracy0.442390791955 + - Percentage of time chosen : 0.0 + - On MRNASeq : + - Mean average Accuracy0.360158813877 + - Percentage of time chosen : 0.0 + + For each iteration : + - Iteration 1 + Fold 1 + Accuracy on train : 62.0253164557 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 62.5 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 62.2626582278 + Accuracy on test : 72.9508196721 + - Iteration 2 + Fold 1 + Accuracy on train : 62.0253164557 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 62.5 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 62.2626582278 + Accuracy on test : 72.9508196721 + +Computation time on 1 cores : + Database extraction time : 0:00:00 + Learn Prediction + Fold 1 0:00:00 0:00:00 + Fold 2 0:00:01 0:00:00 + Total 0:00:02 0:00:00 + So a total classification time of 0:00:01. + diff --git a/Code/MultiView/Results/20160819-094609Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png b/Code/MultiView/Results/20160819-094609Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png new file mode 100644 index 0000000000000000000000000000000000000000..ab5a2e7ef920d2be2e2a257243dd8fce2986e77b Binary files /dev/null and b/Code/MultiView/Results/20160819-094609Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png differ diff --git a/Code/MultiView/Results/20160819-094609Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt b/Code/MultiView/Results/20160819-094609Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt new file mode 100644 index 0000000000000000000000000000000000000000..576b77b4a1cd2a80511da2fb13efa3baa9115abd --- /dev/null +++ b/Code/MultiView/Results/20160819-094609Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt @@ -0,0 +1,1466 @@ + Result for Multiview classification with Mumbo + +Average accuracy : + -On Train : 86.4931723728 + -On Test : 73.7704918033 + -On Validation : 85.9223300971 + +Dataset info : + -Database name : MultiOmicModified + -Labels : No, Yes + -Views : Methyl_, MiRNA__, RNASeq_, Clinic_, MRNASeq + -2 folds + +Classification configuration : + -Algorithm used : Mumbo + -Iterations : 100 + -Weak Classifiers : DecisionTree with depth 1, sub-sampled at 0.015 on Methyl_ + -DecisionTree with depth 1, sub-sampled at 0.015 on MiRNA__ + -DecisionTree with depth 1, sub-sampled at 0.1 on RNASeq_ + -DecisionTree with depth 2, sub-sampled at 0.2 on Clinic_ + -DecisionTree with depth 1, sub-sampled at 0.1 on MRNASeq + + Mean average accuracies and stats for each fold : + - Fold 0 + - On Methyl_ : + - Mean average Accuracy0.315950920245 + - Percentage of time chosen : 0.16 + - On MiRNA__ : + - Mean average Accuracy0.315950920245 + - Percentage of time chosen : 0.0 + - On RNASeq_ : + - Mean average Accuracy0.55556979817 + - Percentage of time chosen : 0.13 + - On Clinic_ : + - Mean average Accuracy0.621355927238 + - Percentage of time chosen : 0.61 + - On MRNASeq : + - Mean average Accuracy0.542156753845 + - Percentage of time chosen : 0.1 + - Fold 1 + - On Methyl_ : + - Mean average Accuracy0.306451612903 + - Percentage of time chosen : 0.08 + - On MiRNA__ : + - Mean average Accuracy0.306451612903 + - Percentage of time chosen : 0.0 + - On RNASeq_ : + - Mean average Accuracy0.557360627185 + - Percentage of time chosen : 0.18 + - On Clinic_ : + - Mean average Accuracy0.610673033029 + - Percentage of time chosen : 0.64 + - On MRNASeq : + - Mean average Accuracy0.549558686621 + - Percentage of time chosen : 0.1 + + For each iteration : + - Iteration 1 + Fold 1 + Accuracy on train : 63.1901840491 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 61.2903225806 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : MRNASeq + - Mean : + Accuracy on train : 62.2402533149 + Accuracy on test : 72.9508196721 + - Iteration 2 + Fold 1 + Accuracy on train : 66.8711656442 + Accuracy on test : 56.5573770492 + Accuracy on validation : 61.1650485437 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 63.8709677419 + Accuracy on test : 57.3770491803 + Accuracy on validation : 63.1067961165 + Selected View : MRNASeq + - Mean : + Accuracy on train : 65.3710666931 + Accuracy on test : 56.9672131148 + - Iteration 3 + Fold 1 + Accuracy on train : 66.8711656442 + Accuracy on test : 56.5573770492 + Accuracy on validation : 61.1650485437 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 63.8709677419 + Accuracy on test : 57.3770491803 + Accuracy on validation : 63.1067961165 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 65.3710666931 + Accuracy on test : 56.9672131148 + - Iteration 4 + Fold 1 + Accuracy on train : 73.0061349693 + Accuracy on test : 60.6557377049 + Accuracy on validation : 68.932038835 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 65.1612903226 + Accuracy on test : 61.4754098361 + Accuracy on validation : 69.9029126214 + Selected View : Clinic_ + - Mean : + Accuracy on train : 69.083712646 + Accuracy on test : 61.0655737705 + - Iteration 5 + Fold 1 + Accuracy on train : 73.0061349693 + Accuracy on test : 60.6557377049 + Accuracy on validation : 68.932038835 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 68.3870967742 + Accuracy on test : 69.6721311475 + Accuracy on validation : 69.9029126214 + Selected View : Clinic_ + - Mean : + Accuracy on train : 70.6966158718 + Accuracy on test : 65.1639344262 + - Iteration 6 + Fold 1 + Accuracy on train : 74.8466257669 + Accuracy on test : 57.3770491803 + Accuracy on validation : 72.8155339806 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 68.3870967742 + Accuracy on test : 65.5737704918 + Accuracy on validation : 70.8737864078 + Selected View : Clinic_ + - Mean : + Accuracy on train : 71.6168612705 + Accuracy on test : 61.4754098361 + - Iteration 7 + Fold 1 + Accuracy on train : 74.8466257669 + Accuracy on test : 62.2950819672 + Accuracy on validation : 74.7572815534 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 67.7419354839 + Accuracy on test : 63.9344262295 + Accuracy on validation : 70.8737864078 + Selected View : MRNASeq + - Mean : + Accuracy on train : 71.2942806254 + Accuracy on test : 63.1147540984 + - Iteration 8 + Fold 1 + Accuracy on train : 78.527607362 + Accuracy on test : 63.1147540984 + Accuracy on validation : 76.6990291262 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 70.3225806452 + Accuracy on test : 64.7540983607 + Accuracy on validation : 75.7281553398 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 74.4250940036 + Accuracy on test : 63.9344262295 + - Iteration 9 + Fold 1 + Accuracy on train : 74.8466257669 + Accuracy on test : 66.393442623 + Accuracy on validation : 69.9029126214 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 72.2580645161 + Accuracy on test : 63.9344262295 + Accuracy on validation : 75.7281553398 + Selected View : Clinic_ + - Mean : + Accuracy on train : 73.5523451415 + Accuracy on test : 65.1639344262 + - Iteration 10 + Fold 1 + Accuracy on train : 76.0736196319 + Accuracy on test : 67.2131147541 + Accuracy on validation : 69.9029126214 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 71.6129032258 + Accuracy on test : 68.0327868852 + Accuracy on validation : 77.6699029126 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 73.8432614289 + Accuracy on test : 67.6229508197 + - Iteration 11 + Fold 1 + Accuracy on train : 79.1411042945 + Accuracy on test : 69.6721311475 + Accuracy on validation : 76.6990291262 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 71.6129032258 + Accuracy on test : 66.393442623 + Accuracy on validation : 76.6990291262 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 75.3770037601 + Accuracy on test : 68.0327868852 + - Iteration 12 + Fold 1 + Accuracy on train : 80.981595092 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 70.3225806452 + Accuracy on test : 71.3114754098 + Accuracy on validation : 75.7281553398 + Selected View : MRNASeq + - Mean : + Accuracy on train : 75.6520878686 + Accuracy on test : 72.131147541 + - Iteration 13 + Fold 1 + Accuracy on train : 80.981595092 + Accuracy on test : 75.4098360656 + Accuracy on validation : 78.640776699 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 72.9032258065 + Accuracy on test : 69.6721311475 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.9424104492 + Accuracy on test : 72.5409836066 + - Iteration 14 + Fold 1 + Accuracy on train : 79.754601227 + Accuracy on test : 76.2295081967 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 69.6774193548 + Accuracy on test : 69.6721311475 + Accuracy on validation : 76.6990291262 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.7160102909 + Accuracy on test : 72.9508196721 + - Iteration 15 + Fold 1 + Accuracy on train : 79.1411042945 + Accuracy on test : 77.868852459 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 73.5483870968 + Accuracy on test : 68.8524590164 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.3447456956 + Accuracy on test : 73.3606557377 + - Iteration 16 + Fold 1 + Accuracy on train : 79.1411042945 + Accuracy on test : 77.868852459 + Accuracy on validation : 79.6116504854 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 74.1935483871 + Accuracy on test : 69.6721311475 + Accuracy on validation : 76.6990291262 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.6673263408 + Accuracy on test : 73.7704918033 + - Iteration 17 + Fold 1 + Accuracy on train : 79.1411042945 + Accuracy on test : 77.868852459 + Accuracy on validation : 79.6116504854 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 81.935483871 + Accuracy on test : 70.4918032787 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + - Mean : + Accuracy on train : 80.5382940827 + Accuracy on test : 74.1803278689 + - Iteration 18 + Fold 1 + Accuracy on train : 78.527607362 + Accuracy on test : 77.0491803279 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 75.4838709677 + Accuracy on test : 68.8524590164 + Accuracy on validation : 77.6699029126 + Selected View : MRNASeq + - Mean : + Accuracy on train : 77.0057391649 + Accuracy on test : 72.9508196721 + - Iteration 19 + Fold 1 + Accuracy on train : 80.3680981595 + Accuracy on test : 77.0491803279 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 77.4193548387 + Accuracy on test : 70.4918032787 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.8937264991 + Accuracy on test : 73.7704918033 + - Iteration 20 + Fold 1 + Accuracy on train : 80.981595092 + Accuracy on test : 71.3114754098 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.7096774194 + Accuracy on test : 69.6721311475 + Accuracy on validation : 80.5825242718 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 79.8456362557 + Accuracy on test : 70.4918032787 + - Iteration 21 + Fold 1 + Accuracy on train : 79.1411042945 + Accuracy on test : 71.3114754098 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.7096774194 + Accuracy on test : 69.6721311475 + Accuracy on validation : 80.5825242718 + Selected View : Methyl_ + - Mean : + Accuracy on train : 78.9253908569 + Accuracy on test : 70.4918032787 + - Iteration 22 + Fold 1 + Accuracy on train : 79.754601227 + Accuracy on test : 72.131147541 + Accuracy on validation : 74.7572815534 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.7096774194 + Accuracy on test : 69.6721311475 + Accuracy on validation : 80.5825242718 + Selected View : Methyl_ + - Mean : + Accuracy on train : 79.2321393232 + Accuracy on test : 70.9016393443 + - Iteration 23 + Fold 1 + Accuracy on train : 77.3006134969 + Accuracy on test : 70.4918032787 + Accuracy on validation : 74.7572815534 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 68.0327868852 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.3277261033 + Accuracy on test : 69.262295082 + - Iteration 24 + Fold 1 + Accuracy on train : 77.3006134969 + Accuracy on test : 70.4918032787 + Accuracy on validation : 74.7572815534 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 75.4838709677 + Accuracy on test : 67.2131147541 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.3922422323 + Accuracy on test : 68.8524590164 + - Iteration 25 + Fold 1 + Accuracy on train : 80.3680981595 + Accuracy on test : 72.131147541 + Accuracy on validation : 74.7572815534 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 75.4838709677 + Accuracy on test : 67.2131147541 + Accuracy on validation : 77.6699029126 + Selected View : Methyl_ + - Mean : + Accuracy on train : 77.9259845636 + Accuracy on test : 69.6721311475 + - Iteration 26 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 74.5901639344 + Accuracy on validation : 79.6116504854 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 66.393442623 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.4110429448 + Accuracy on test : 70.4918032787 + - Iteration 27 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 74.5901639344 + Accuracy on validation : 79.6116504854 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 64.7540983607 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.4110429448 + Accuracy on test : 69.6721311475 + - Iteration 28 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 64.7540983607 + Accuracy on validation : 81.5533980583 + Selected View : Methyl_ + - Mean : + Accuracy on train : 81.717791411 + Accuracy on test : 69.262295082 + - Iteration 29 + Fold 1 + Accuracy on train : 82.2085889571 + Accuracy on test : 76.2295081967 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.6451612903 + Accuracy on test : 64.7540983607 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.4268751237 + Accuracy on test : 70.4918032787 + - Iteration 30 + Fold 1 + Accuracy on train : 79.1411042945 + Accuracy on test : 77.0491803279 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.8709677419 + Accuracy on test : 64.7540983607 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.5060360182 + Accuracy on test : 70.9016393443 + - Iteration 31 + Fold 1 + Accuracy on train : 79.1411042945 + Accuracy on test : 77.0491803279 + Accuracy on validation : 80.5825242718 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 81.2903225806 + Accuracy on test : 66.393442623 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 80.2157134376 + Accuracy on test : 71.7213114754 + - Iteration 32 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 76.2295081967 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 81.935483871 + Accuracy on test : 67.2131147541 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 82.3787848803 + Accuracy on test : 71.7213114754 + - Iteration 33 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 76.2295081967 + Accuracy on validation : 82.5242718447 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 81.935483871 + Accuracy on test : 69.6721311475 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 82.3787848803 + Accuracy on test : 72.9508196721 + - Iteration 34 + Fold 1 + Accuracy on train : 82.2085889571 + Accuracy on test : 77.0491803279 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 80.6451612903 + Accuracy on test : 68.8524590164 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.4268751237 + Accuracy on test : 72.9508196721 + - Iteration 35 + Fold 1 + Accuracy on train : 82.2085889571 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 68.0327868852 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.1042944785 + Accuracy on test : 70.4918032787 + - Iteration 36 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 82.5806451613 + Accuracy on test : 69.6721311475 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 83.0081139917 + Accuracy on test : 71.3114754098 + - Iteration 37 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 80.6451612903 + Accuracy on test : 70.4918032787 + Accuracy on validation : 79.6116504854 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 82.0403720562 + Accuracy on test : 71.7213114754 + - Iteration 38 + Fold 1 + Accuracy on train : 84.0490797546 + Accuracy on test : 72.131147541 + Accuracy on validation : 84.4660194175 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 81.935483871 + Accuracy on test : 70.4918032787 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + - Mean : + Accuracy on train : 82.9922818128 + Accuracy on test : 71.3114754098 + - Iteration 39 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 72.131147541 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 81.935483871 + Accuracy on test : 70.4918032787 + Accuracy on validation : 79.6116504854 + Selected View : Methyl_ + - Mean : + Accuracy on train : 82.6855333465 + Accuracy on test : 71.3114754098 + - Iteration 40 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 75.4098360656 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 71.3114754098 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.717791411 + Accuracy on test : 73.3606557377 + - Iteration 41 + Fold 1 + Accuracy on train : 81.5950920245 + Accuracy on test : 75.4098360656 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 71.3114754098 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + - Mean : + Accuracy on train : 80.4749653671 + Accuracy on test : 73.3606557377 + - Iteration 42 + Fold 1 + Accuracy on train : 80.3680981595 + Accuracy on test : 75.4098360656 + Accuracy on validation : 79.6116504854 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 71.3114754098 + Accuracy on validation : 79.6116504854 + Selected View : Methyl_ + - Mean : + Accuracy on train : 79.8614684346 + Accuracy on test : 73.3606557377 + - Iteration 43 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 75.4098360656 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 71.3114754098 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.4110429448 + Accuracy on test : 73.3606557377 + - Iteration 44 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 74.5901639344 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 71.3114754098 + Accuracy on validation : 80.5825242718 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 81.717791411 + Accuracy on test : 72.9508196721 + - Iteration 45 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 76.2295081967 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 72.131147541 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 81.4110429448 + Accuracy on test : 74.1803278689 + - Iteration 46 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 77.0491803279 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 71.3114754098 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + - Mean : + Accuracy on train : 81.3952107659 + Accuracy on test : 74.1803278689 + - Iteration 47 + Fold 1 + Accuracy on train : 84.6625766871 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 78.7096774194 + Accuracy on test : 72.131147541 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.6861270532 + Accuracy on test : 73.7704918033 + - Iteration 48 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 74.5901639344 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.7096774194 + Accuracy on test : 72.131147541 + Accuracy on validation : 82.5242718447 + Selected View : Methyl_ + - Mean : + Accuracy on train : 81.0726301207 + Accuracy on test : 73.3606557377 + - Iteration 49 + Fold 1 + Accuracy on train : 81.5950920245 + Accuracy on test : 74.5901639344 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 72.131147541 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + - Mean : + Accuracy on train : 80.4749653671 + Accuracy on test : 73.3606557377 + - Iteration 50 + Fold 1 + Accuracy on train : 81.5950920245 + Accuracy on test : 74.5901639344 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + - Mean : + Accuracy on train : 80.4749653671 + Accuracy on test : 73.7704918033 + - Iteration 51 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 71.3114754098 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.4110429448 + Accuracy on test : 73.3606557377 + - Iteration 52 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 80.6451612903 + Accuracy on test : 71.3114754098 + Accuracy on validation : 82.5242718447 + Selected View : MRNASeq + - Mean : + Accuracy on train : 81.7336235899 + Accuracy on test : 73.3606557377 + - Iteration 53 + Fold 1 + Accuracy on train : 81.5950920245 + Accuracy on test : 77.868852459 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 80.4749653671 + Accuracy on test : 75.4098360656 + - Iteration 54 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 77.868852459 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.7096774194 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + - Mean : + Accuracy on train : 81.0726301207 + Accuracy on test : 75.4098360656 + - Iteration 55 + Fold 1 + Accuracy on train : 82.2085889571 + Accuracy on test : 77.868852459 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 78.064516129 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 80.136552543 + Accuracy on test : 75.4098360656 + - Iteration 56 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 75.4098360656 + Accuracy on validation : 84.4660194175 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 78.064516129 + Accuracy on test : 71.3114754098 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 80.4433010093 + Accuracy on test : 73.3606557377 + - Iteration 57 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 75.4098360656 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 80.6451612903 + Accuracy on test : 72.131147541 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.7336235899 + Accuracy on test : 73.7704918033 + - Iteration 58 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 75.4098360656 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 80.6451612903 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.7336235899 + Accuracy on test : 74.1803278689 + - Iteration 59 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 77.868852459 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 81.2903225806 + Accuracy on test : 72.131147541 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + - Mean : + Accuracy on train : 82.0562042351 + Accuracy on test : 75.0 + - Iteration 60 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 77.868852459 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 72.131147541 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 81.0884622996 + Accuracy on test : 75.0 + - Iteration 61 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 81.935483871 + Accuracy on test : 71.3114754098 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + - Mean : + Accuracy on train : 82.6855333465 + Accuracy on test : 73.3606557377 + - Iteration 62 + Fold 1 + Accuracy on train : 84.0490797546 + Accuracy on test : 76.2295081967 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.6451612903 + Accuracy on test : 72.131147541 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + - Mean : + Accuracy on train : 82.3471205225 + Accuracy on test : 74.1803278689 + - Iteration 63 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 76.2295081967 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.6451612903 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + - Mean : + Accuracy on train : 82.0403720562 + Accuracy on test : 74.5901639344 + - Iteration 64 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 77.0491803279 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 81.4110429448 + Accuracy on test : 75.0 + - Iteration 65 + Fold 1 + Accuracy on train : 82.8220858896 + Accuracy on test : 77.0491803279 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.0884622996 + Accuracy on test : 75.4098360656 + - Iteration 66 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 77.0491803279 + Accuracy on validation : 87.3786407767 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 78.7096774194 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 81.0726301207 + Accuracy on test : 75.0 + - Iteration 67 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 77.0491803279 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.3952107659 + Accuracy on test : 75.0 + - Iteration 68 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 74.5901639344 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.7096774194 + Accuracy on test : 74.5901639344 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.0726301207 + Accuracy on test : 74.5901639344 + - Iteration 69 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 77.0491803279 + Accuracy on validation : 87.3786407767 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.3952107659 + Accuracy on test : 75.4098360656 + - Iteration 70 + Fold 1 + Accuracy on train : 83.4355828221 + Accuracy on test : 73.7704918033 + Accuracy on validation : 88.3495145631 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : Methyl_ + - Mean : + Accuracy on train : 81.3952107659 + Accuracy on test : 73.7704918033 + - Iteration 71 + Fold 1 + Accuracy on train : 84.0490797546 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 72.131147541 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.7019592321 + Accuracy on test : 73.7704918033 + - Iteration 72 + Fold 1 + Accuracy on train : 84.0490797546 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.7019592321 + Accuracy on test : 74.1803278689 + - Iteration 73 + Fold 1 + Accuracy on train : 85.2760736196 + Accuracy on test : 76.2295081967 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 82.6380368098 + Accuracy on test : 74.5901639344 + - Iteration 74 + Fold 1 + Accuracy on train : 84.6625766871 + Accuracy on test : 76.2295081967 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.7096774194 + Accuracy on test : 73.7704918033 + Accuracy on validation : 79.6116504854 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 81.6861270532 + Accuracy on test : 75.0 + - Iteration 75 + Fold 1 + Accuracy on train : 85.8895705521 + Accuracy on test : 75.4098360656 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.064516129 + Accuracy on test : 72.131147541 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.9770433406 + Accuracy on test : 73.7704918033 + - Iteration 76 + Fold 1 + Accuracy on train : 84.6625766871 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 78.064516129 + Accuracy on test : 72.131147541 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.3635464081 + Accuracy on test : 73.3606557377 + - Iteration 77 + Fold 1 + Accuracy on train : 84.6625766871 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 77.4193548387 + Accuracy on test : 71.3114754098 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.0409657629 + Accuracy on test : 72.9508196721 + - Iteration 78 + Fold 1 + Accuracy on train : 85.2760736196 + Accuracy on test : 77.868852459 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.064516129 + Accuracy on test : 72.9508196721 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.6702948743 + Accuracy on test : 75.4098360656 + - Iteration 79 + Fold 1 + Accuracy on train : 85.8895705521 + Accuracy on test : 77.868852459 + Accuracy on validation : 87.3786407767 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 78.7096774194 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 82.2996239858 + Accuracy on test : 75.8196721311 + - Iteration 80 + Fold 1 + Accuracy on train : 84.0490797546 + Accuracy on test : 77.0491803279 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.7096774194 + Accuracy on test : 72.9508196721 + Accuracy on validation : 79.6116504854 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 81.379378587 + Accuracy on test : 75.0 + - Iteration 81 + Fold 1 + Accuracy on train : 87.1165644172 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 74.5901639344 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 83.5582822086 + Accuracy on test : 75.0 + - Iteration 82 + Fold 1 + Accuracy on train : 85.8895705521 + Accuracy on test : 77.0491803279 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 79.3548387097 + Accuracy on test : 74.5901639344 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + - Mean : + Accuracy on train : 82.6222046309 + Accuracy on test : 75.8196721311 + - Iteration 83 + Fold 1 + Accuracy on train : 85.2760736196 + Accuracy on test : 77.0491803279 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.7096774194 + Accuracy on test : 74.5901639344 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 81.9928755195 + Accuracy on test : 75.8196721311 + - Iteration 84 + Fold 1 + Accuracy on train : 85.2760736196 + Accuracy on test : 77.0491803279 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.7096774194 + Accuracy on test : 72.9508196721 + Accuracy on validation : 78.640776699 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 81.9928755195 + Accuracy on test : 75.0 + - Iteration 85 + Fold 1 + Accuracy on train : 85.2760736196 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 81.2903225806 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 83.2831981001 + Accuracy on test : 74.1803278689 + - Iteration 86 + Fold 1 + Accuracy on train : 85.8895705521 + Accuracy on test : 75.4098360656 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.6451612903 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 83.2673659212 + Accuracy on test : 74.5901639344 + - Iteration 87 + Fold 1 + Accuracy on train : 86.5030674847 + Accuracy on test : 74.5901639344 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.6451612903 + Accuracy on test : 72.9508196721 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + - Mean : + Accuracy on train : 83.5741143875 + Accuracy on test : 73.7704918033 + - Iteration 88 + Fold 1 + Accuracy on train : 87.1165644172 + Accuracy on test : 76.2295081967 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.5161290323 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + - Mean : + Accuracy on train : 85.8163467247 + Accuracy on test : 75.0 + - Iteration 89 + Fold 1 + Accuracy on train : 85.8895705521 + Accuracy on test : 76.2295081967 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.2258064516 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + - Mean : + Accuracy on train : 84.5576885019 + Accuracy on test : 75.0 + - Iteration 90 + Fold 1 + Accuracy on train : 85.2760736196 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.8709677419 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + - Mean : + Accuracy on train : 84.5735206808 + Accuracy on test : 74.1803278689 + - Iteration 91 + Fold 1 + Accuracy on train : 85.8895705521 + Accuracy on test : 76.2295081967 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.2258064516 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : MRNASeq + - Mean : + Accuracy on train : 84.5576885019 + Accuracy on test : 75.0 + - Iteration 92 + Fold 1 + Accuracy on train : 85.2760736196 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 84.5161290323 + Accuracy on test : 72.9508196721 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + - Mean : + Accuracy on train : 84.8961013259 + Accuracy on test : 74.1803278689 + - Iteration 93 + Fold 1 + Accuracy on train : 85.8895705521 + Accuracy on test : 73.7704918033 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.8709677419 + Accuracy on test : 74.5901639344 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 84.880269147 + Accuracy on test : 74.1803278689 + - Iteration 94 + Fold 1 + Accuracy on train : 85.8895705521 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 83.8709677419 + Accuracy on test : 72.131147541 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + - Mean : + Accuracy on train : 84.880269147 + Accuracy on test : 73.7704918033 + - Iteration 95 + Fold 1 + Accuracy on train : 85.2760736196 + Accuracy on test : 73.7704918033 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.1612903226 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + - Mean : + Accuracy on train : 85.2186819711 + Accuracy on test : 73.3606557377 + - Iteration 96 + Fold 1 + Accuracy on train : 84.0490797546 + Accuracy on test : 76.2295081967 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 85.1612903226 + Accuracy on test : 72.131147541 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + - Mean : + Accuracy on train : 84.6051850386 + Accuracy on test : 74.1803278689 + - Iteration 97 + Fold 1 + Accuracy on train : 84.0490797546 + Accuracy on test : 73.7704918033 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 86.4516129032 + Accuracy on test : 72.131147541 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + - Mean : + Accuracy on train : 85.2503463289 + Accuracy on test : 72.9508196721 + - Iteration 98 + Fold 1 + Accuracy on train : 84.0490797546 + Accuracy on test : 73.7704918033 + Accuracy on validation : 87.3786407767 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 87.0967741935 + Accuracy on test : 72.131147541 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + - Mean : + Accuracy on train : 85.5729269741 + Accuracy on test : 72.9508196721 + - Iteration 99 + Fold 1 + Accuracy on train : 85.2760736196 + Accuracy on test : 72.9508196721 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 87.7419354839 + Accuracy on test : 72.131147541 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.5090045518 + Accuracy on test : 72.5409836066 + - Iteration 100 + Fold 1 + Accuracy on train : 85.8895705521 + Accuracy on test : 74.5901639344 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 87.0967741935 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + - Mean : + Accuracy on train : 86.4931723728 + Accuracy on test : 73.7704918033 + +Computation time on 1 cores : + Database extraction time : 0:00:00 + Learn Prediction + Fold 1 0:00:49 0:00:16 + Fold 2 0:01:52 0:00:16 + Total 0:02:42 0:00:32 + So a total classification time of 0:02:09. + diff --git a/Code/MultiView/Results/20160819-095436Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png b/Code/MultiView/Results/20160819-095436Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png new file mode 100644 index 0000000000000000000000000000000000000000..e21cfed196cacdf6964697c0e237c766e897e653 Binary files /dev/null and b/Code/MultiView/Results/20160819-095436Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png differ diff --git a/Code/MultiView/Results/20160819-095436Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt b/Code/MultiView/Results/20160819-095436Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dfeaf8f8c8abd1f0ab40ff724cf1efb3eb709c6 --- /dev/null +++ b/Code/MultiView/Results/20160819-095436Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt @@ -0,0 +1,1466 @@ + Result for Multiview classification with Mumbo + +Average accuracy : + -On Train : 91.4314516129 + -On Test : 90.1639344262 + -On Validation : 88.8349514563 + +Dataset info : + -Database name : MultiOmicModified + -Labels : No, Yes + -Views : Methyl_, MiRNA__, RNASeq_, Clinic_, MRNASeq + -2 folds + +Classification configuration : + -Algorithm used : Mumbo + -Iterations : 100 + -Weak Classifiers : DecisionTree with depth 1, sub-sampled at 0.1 on Methyl_ + -DecisionTree with depth 1, sub-sampled at 0.015 on MiRNA__ + -DecisionTree with depth 1, sub-sampled at 0.1 on RNASeq_ + -DecisionTree with depth 2, sub-sampled at 0.1 on Clinic_ + -DecisionTree with depth 1, sub-sampled at 0.1 on MRNASeq + + Mean average accuracies and stats for each fold : + - Fold 0 + - On Methyl_ : + - Mean average Accuracy0.669993840777 + - Percentage of time chosen : 0.82 + - On MiRNA__ : + - Mean average Accuracy0.3125 + - Percentage of time chosen : 0.0 + - On RNASeq_ : + - Mean average Accuracy0.552956717664 + - Percentage of time chosen : 0.06 + - On Clinic_ : + - Mean average Accuracy0.574009930118 + - Percentage of time chosen : 0.07 + - On MRNASeq : + - Mean average Accuracy0.551473803658 + - Percentage of time chosen : 0.05 + - Fold 1 + - On Methyl_ : + - Mean average Accuracy0.704865680748 + - Percentage of time chosen : 0.86 + - On MiRNA__ : + - Mean average Accuracy0.306451612903 + - Percentage of time chosen : 0.02 + - On RNASeq_ : + - Mean average Accuracy0.545284761678 + - Percentage of time chosen : 0.0 + - On Clinic_ : + - Mean average Accuracy0.58117032895 + - Percentage of time chosen : 0.1 + - On MRNASeq : + - Mean average Accuracy0.544679407339 + - Percentage of time chosen : 0.02 + + For each iteration : + - Iteration 1 + Fold 1 + Accuracy on train : 62.5 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 61.2903225806 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 61.8951612903 + Accuracy on test : 72.9508196721 + - Iteration 2 + Fold 1 + Accuracy on train : 66.25 + Accuracy on test : 70.4918032787 + Accuracy on validation : 68.932038835 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 83.8709677419 + Accuracy on test : 89.3442622951 + Accuracy on validation : 78.640776699 + Selected View : Methyl_ + - Mean : + Accuracy on train : 75.060483871 + Accuracy on test : 79.9180327869 + - Iteration 3 + Fold 1 + Accuracy on train : 83.125 + Accuracy on test : 84.4262295082 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 83.8709677419 + Accuracy on test : 89.3442622951 + Accuracy on validation : 78.640776699 + Selected View : Methyl_ + - Mean : + Accuracy on train : 83.497983871 + Accuracy on test : 86.8852459016 + - Iteration 4 + Fold 1 + Accuracy on train : 81.875 + Accuracy on test : 81.9672131148 + Accuracy on validation : 83.4951456311 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 75.4838709677 + Accuracy on test : 80.3278688525 + Accuracy on validation : 77.6699029126 + Selected View : Methyl_ + - Mean : + Accuracy on train : 78.6794354839 + Accuracy on test : 81.1475409836 + - Iteration 5 + Fold 1 + Accuracy on train : 84.375 + Accuracy on test : 84.4262295082 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 83.8709677419 + Accuracy on test : 84.4262295082 + Accuracy on validation : 81.5533980583 + Selected View : Methyl_ + - Mean : + Accuracy on train : 84.122983871 + Accuracy on test : 84.4262295082 + - Iteration 6 + Fold 1 + Accuracy on train : 83.125 + Accuracy on test : 81.9672131148 + Accuracy on validation : 89.3203883495 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 84.5161290323 + Accuracy on test : 82.7868852459 + Accuracy on validation : 82.5242718447 + Selected View : Methyl_ + - Mean : + Accuracy on train : 83.8205645161 + Accuracy on test : 82.3770491803 + - Iteration 7 + Fold 1 + Accuracy on train : 83.75 + Accuracy on test : 82.7868852459 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 84.5161290323 + Accuracy on test : 83.606557377 + Accuracy on validation : 80.5825242718 + Selected View : Methyl_ + - Mean : + Accuracy on train : 84.1330645161 + Accuracy on test : 83.1967213115 + - Iteration 8 + Fold 1 + Accuracy on train : 83.125 + Accuracy on test : 87.7049180328 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 83.8709677419 + Accuracy on test : 81.1475409836 + Accuracy on validation : 82.5242718447 + Selected View : Methyl_ + - Mean : + Accuracy on train : 83.497983871 + Accuracy on test : 84.4262295082 + - Iteration 9 + Fold 1 + Accuracy on train : 82.5 + Accuracy on test : 87.7049180328 + Accuracy on validation : 83.4951456311 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 82.5806451613 + Accuracy on test : 85.2459016393 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 82.5403225806 + Accuracy on test : 86.4754098361 + - Iteration 10 + Fold 1 + Accuracy on train : 85.0 + Accuracy on test : 86.8852459016 + Accuracy on validation : 84.4660194175 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 85.8064516129 + Accuracy on test : 83.606557377 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + - Mean : + Accuracy on train : 85.4032258065 + Accuracy on test : 85.2459016393 + - Iteration 11 + Fold 1 + Accuracy on train : 83.125 + Accuracy on test : 88.5245901639 + Accuracy on validation : 82.5242718447 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 88.3870967742 + Accuracy on test : 85.2459016393 + Accuracy on validation : 83.4951456311 + Selected View : Methyl_ + - Mean : + Accuracy on train : 85.7560483871 + Accuracy on test : 86.8852459016 + - Iteration 12 + Fold 1 + Accuracy on train : 83.125 + Accuracy on test : 89.3442622951 + Accuracy on validation : 83.4951456311 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 89.6774193548 + Accuracy on test : 87.7049180328 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + - Mean : + Accuracy on train : 86.4012096774 + Accuracy on test : 88.5245901639 + - Iteration 13 + Fold 1 + Accuracy on train : 83.75 + Accuracy on test : 90.1639344262 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 87.7419354839 + Accuracy on test : 86.8852459016 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + - Mean : + Accuracy on train : 85.7459677419 + Accuracy on test : 88.5245901639 + - Iteration 14 + Fold 1 + Accuracy on train : 86.25 + Accuracy on test : 92.6229508197 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 86.8852459016 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + - Mean : + Accuracy on train : 88.9314516129 + Accuracy on test : 89.7540983607 + - Iteration 15 + Fold 1 + Accuracy on train : 85.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 90.3225806452 + Accuracy on test : 86.8852459016 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + - Mean : + Accuracy on train : 87.9737903226 + Accuracy on test : 90.1639344262 + - Iteration 16 + Fold 1 + Accuracy on train : 85.0 + Accuracy on test : 94.262295082 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 90.9677419355 + Accuracy on test : 86.8852459016 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + - Mean : + Accuracy on train : 87.9838709677 + Accuracy on test : 90.5737704918 + - Iteration 17 + Fold 1 + Accuracy on train : 86.875 + Accuracy on test : 94.262295082 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 90.3225806452 + Accuracy on test : 86.8852459016 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + - Mean : + Accuracy on train : 88.5987903226 + Accuracy on test : 90.5737704918 + - Iteration 18 + Fold 1 + Accuracy on train : 88.75 + Accuracy on test : 92.6229508197 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 90.9677419355 + Accuracy on test : 86.0655737705 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + - Mean : + Accuracy on train : 89.8588709677 + Accuracy on test : 89.3442622951 + - Iteration 19 + Fold 1 + Accuracy on train : 88.75 + Accuracy on test : 95.0819672131 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 90.3225806452 + Accuracy on test : 86.8852459016 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + - Mean : + Accuracy on train : 89.5362903226 + Accuracy on test : 90.9836065574 + - Iteration 20 + Fold 1 + Accuracy on train : 88.75 + Accuracy on test : 93.4426229508 + Accuracy on validation : 87.3786407767 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 90.3225806452 + Accuracy on test : 86.8852459016 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 89.5362903226 + Accuracy on test : 90.1639344262 + - Iteration 21 + Fold 1 + Accuracy on train : 88.125 + Accuracy on test : 93.4426229508 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 90.3225806452 + Accuracy on test : 86.0655737705 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 89.2237903226 + Accuracy on test : 89.7540983607 + - Iteration 22 + Fold 1 + Accuracy on train : 88.75 + Accuracy on test : 92.6229508197 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 89.6774193548 + Accuracy on test : 86.8852459016 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + - Mean : + Accuracy on train : 89.2137096774 + Accuracy on test : 89.7540983607 + - Iteration 23 + Fold 1 + Accuracy on train : 88.125 + Accuracy on test : 93.4426229508 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 90.3225806452 + Accuracy on test : 86.8852459016 + Accuracy on validation : 83.4951456311 + Selected View : Methyl_ + - Mean : + Accuracy on train : 89.2237903226 + Accuracy on test : 90.1639344262 + - Iteration 24 + Fold 1 + Accuracy on train : 88.125 + Accuracy on test : 91.8032786885 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 90.3225806452 + Accuracy on test : 86.8852459016 + Accuracy on validation : 83.4951456311 + Selected View : Methyl_ + - Mean : + Accuracy on train : 89.2237903226 + Accuracy on test : 89.3442622951 + - Iteration 25 + Fold 1 + Accuracy on train : 88.75 + Accuracy on test : 92.6229508197 + Accuracy on validation : 88.3495145631 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.0655737705 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + - Mean : + Accuracy on train : 90.5040322581 + Accuracy on test : 89.3442622951 + - Iteration 26 + Fold 1 + Accuracy on train : 88.125 + Accuracy on test : 91.8032786885 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 84.4262295082 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.1915322581 + Accuracy on test : 88.1147540984 + - Iteration 27 + Fold 1 + Accuracy on train : 89.375 + Accuracy on test : 92.6229508197 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.0655737705 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + - Mean : + Accuracy on train : 90.8165322581 + Accuracy on test : 89.3442622951 + - Iteration 28 + Fold 1 + Accuracy on train : 89.375 + Accuracy on test : 92.6229508197 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.9032258065 + Accuracy on test : 86.0655737705 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.1391129032 + Accuracy on test : 89.3442622951 + - Iteration 29 + Fold 1 + Accuracy on train : 89.375 + Accuracy on test : 92.6229508197 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 93.5483870968 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4616935484 + Accuracy on test : 89.7540983607 + - Iteration 30 + Fold 1 + Accuracy on train : 88.75 + Accuracy on test : 93.4426229508 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.0655737705 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 90.5040322581 + Accuracy on test : 89.7540983607 + - Iteration 31 + Fold 1 + Accuracy on train : 89.375 + Accuracy on test : 92.6229508197 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 90.8165322581 + Accuracy on test : 89.7540983607 + - Iteration 32 + Fold 1 + Accuracy on train : 89.375 + Accuracy on test : 93.4426229508 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 85.2459016393 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 90.8165322581 + Accuracy on test : 89.3442622951 + - Iteration 33 + Fold 1 + Accuracy on train : 88.75 + Accuracy on test : 92.6229508197 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 85.2459016393 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + - Mean : + Accuracy on train : 90.1814516129 + Accuracy on test : 88.9344262295 + - Iteration 34 + Fold 1 + Accuracy on train : 89.375 + Accuracy on test : 92.6229508197 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 85.2459016393 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 90.8165322581 + Accuracy on test : 88.9344262295 + - Iteration 35 + Fold 1 + Accuracy on train : 88.75 + Accuracy on test : 92.6229508197 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 85.2459016393 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + - Mean : + Accuracy on train : 90.1814516129 + Accuracy on test : 88.9344262295 + - Iteration 36 + Fold 1 + Accuracy on train : 87.5 + Accuracy on test : 93.4426229508 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 85.2459016393 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 89.5564516129 + Accuracy on test : 89.3442622951 + - Iteration 37 + Fold 1 + Accuracy on train : 87.5 + Accuracy on test : 93.4426229508 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 86.0655737705 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + - Mean : + Accuracy on train : 89.5564516129 + Accuracy on test : 89.7540983607 + - Iteration 38 + Fold 1 + Accuracy on train : 88.75 + Accuracy on test : 93.4426229508 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 85.2459016393 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 90.5040322581 + Accuracy on test : 89.3442622951 + - Iteration 39 + Fold 1 + Accuracy on train : 87.5 + Accuracy on test : 93.4426229508 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.0655737705 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 89.8790322581 + Accuracy on test : 89.7540983607 + - Iteration 40 + Fold 1 + Accuracy on train : 88.125 + Accuracy on test : 93.4426229508 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.9032258065 + Accuracy on test : 84.4262295082 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 90.5141129032 + Accuracy on test : 88.9344262295 + - Iteration 41 + Fold 1 + Accuracy on train : 90.0 + Accuracy on test : 93.4426229508 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.9032258065 + Accuracy on test : 85.2459016393 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4516129032 + Accuracy on test : 89.3442622951 + - Iteration 42 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 92.2330097087 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.9032258065 + Accuracy on test : 85.2459016393 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 92.0766129032 + Accuracy on test : 89.3442622951 + - Iteration 43 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.9032258065 + Accuracy on test : 85.2459016393 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7641129032 + Accuracy on test : 89.3442622951 + - Iteration 44 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.9032258065 + Accuracy on test : 86.0655737705 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 92.0766129032 + Accuracy on test : 89.7540983607 + - Iteration 45 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.9032258065 + Accuracy on test : 86.0655737705 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7641129032 + Accuracy on test : 89.7540983607 + - Iteration 46 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.9032258065 + Accuracy on test : 86.0655737705 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.7641129032 + Accuracy on test : 89.7540983607 + - Iteration 47 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.0655737705 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 89.7540983607 + - Iteration 48 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 85.2459016393 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7540322581 + Accuracy on test : 89.3442622951 + - Iteration 49 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.1639344262 + - Iteration 50 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.9032258065 + Accuracy on test : 86.8852459016 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7641129032 + Accuracy on test : 90.1639344262 + - Iteration 51 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.9032258065 + Accuracy on test : 88.5245901639 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + - Mean : + Accuracy on train : 92.0766129032 + Accuracy on test : 90.9836065574 + - Iteration 52 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.9032258065 + Accuracy on test : 87.7049180328 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + - Mean : + Accuracy on train : 92.0766129032 + Accuracy on test : 90.5737704918 + - Iteration 53 + Fold 1 + Accuracy on train : 91.875 + Accuracy on test : 93.4426229508 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.9032258065 + Accuracy on test : 88.5245901639 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + - Mean : + Accuracy on train : 92.3891129032 + Accuracy on test : 90.9836065574 + - Iteration 54 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.9032258065 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7641129032 + Accuracy on test : 90.1639344262 + - Iteration 55 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 88.5245901639 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.9836065574 + - Iteration 56 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 94.262295082 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 87.7049180328 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.1189516129 + Accuracy on test : 90.9836065574 + - Iteration 57 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 87.7049180328 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4314516129 + Accuracy on test : 90.5737704918 + - Iteration 58 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 87.7049180328 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4314516129 + Accuracy on test : 90.5737704918 + - Iteration 59 + Fold 1 + Accuracy on train : 91.875 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 87.7049180328 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7439516129 + Accuracy on test : 90.5737704918 + - Iteration 60 + Fold 1 + Accuracy on train : 91.875 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 87.7049180328 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7439516129 + Accuracy on test : 90.5737704918 + - Iteration 61 + Fold 1 + Accuracy on train : 91.875 + Accuracy on test : 93.4426229508 + Accuracy on validation : 91.2621359223 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 87.7049180328 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7439516129 + Accuracy on test : 90.5737704918 + - Iteration 62 + Fold 1 + Accuracy on train : 91.875 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 87.7049180328 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7439516129 + Accuracy on test : 90.5737704918 + - Iteration 63 + Fold 1 + Accuracy on train : 91.875 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 86.8852459016 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7439516129 + Accuracy on test : 90.1639344262 + - Iteration 64 + Fold 1 + Accuracy on train : 91.875 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.7439516129 + Accuracy on test : 90.1639344262 + - Iteration 65 + Fold 1 + Accuracy on train : 91.875 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 92.0665322581 + Accuracy on test : 90.1639344262 + - Iteration 66 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7540322581 + Accuracy on test : 90.1639344262 + - Iteration 67 + Fold 1 + Accuracy on train : 91.875 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 92.0665322581 + Accuracy on test : 90.1639344262 + - Iteration 68 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.7540322581 + Accuracy on test : 90.1639344262 + - Iteration 69 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7540322581 + Accuracy on test : 90.1639344262 + - Iteration 70 + Fold 1 + Accuracy on train : 91.875 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 92.0665322581 + Accuracy on test : 90.1639344262 + - Iteration 71 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.0655737705 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7540322581 + Accuracy on test : 89.7540983607 + - Iteration 72 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7540322581 + Accuracy on test : 90.1639344262 + - Iteration 73 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.7540322581 + Accuracy on test : 90.1639344262 + - Iteration 74 + Fold 1 + Accuracy on train : 91.875 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 92.0665322581 + Accuracy on test : 90.1639344262 + - Iteration 75 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 94.262295082 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7540322581 + Accuracy on test : 90.5737704918 + - Iteration 76 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7540322581 + Accuracy on test : 90.1639344262 + - Iteration 77 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 94.262295082 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.5737704918 + - Iteration 78 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 94.262295082 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.5737704918 + - Iteration 79 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 94.262295082 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.5737704918 + - Iteration 80 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.1639344262 + - Iteration 81 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 87.7049180328 + Accuracy on validation : 87.3786407767 + Selected View : MRNASeq + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.5737704918 + - Iteration 82 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.1639344262 + - Iteration 83 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.1639344262 + - Iteration 84 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.1639344262 + - Iteration 85 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.1639344262 + - Iteration 86 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.1639344262 + - Iteration 87 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.1639344262 + - Iteration 88 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 91.2621359223 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 87.7049180328 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.5737704918 + - Iteration 89 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 87.7049180328 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.5737704918 + - Iteration 90 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 87.7049180328 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.5737704918 + - Iteration 91 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 87.7049180328 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.5737704918 + - Iteration 92 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 87.7049180328 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.5737704918 + - Iteration 93 + Fold 1 + Accuracy on train : 90.625 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4415322581 + Accuracy on test : 90.1639344262 + - Iteration 94 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7540322581 + Accuracy on test : 90.1639344262 + - Iteration 95 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7540322581 + Accuracy on test : 90.1639344262 + - Iteration 96 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7540322581 + Accuracy on test : 90.1639344262 + - Iteration 97 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7540322581 + Accuracy on test : 90.1639344262 + - Iteration 98 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 87.7049180328 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.7540322581 + Accuracy on test : 90.5737704918 + - Iteration 99 + Fold 1 + Accuracy on train : 91.875 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 92.2580645161 + Accuracy on test : 86.8852459016 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + - Mean : + Accuracy on train : 92.0665322581 + Accuracy on test : 90.1639344262 + - Iteration 100 + Fold 1 + Accuracy on train : 91.25 + Accuracy on test : 93.4426229508 + Accuracy on validation : 90.2912621359 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 91.6129032258 + Accuracy on test : 86.8852459016 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 91.4314516129 + Accuracy on test : 90.1639344262 + +Computation time on 1 cores : + Database extraction time : 0:00:00 + Learn Prediction + Fold 1 0:00:51 0:00:18 + Fold 2 0:02:00 0:00:16 + Total 0:02:52 0:00:34 + So a total classification time of 0:02:16. + diff --git a/Code/MultiView/Results/20160819-100249Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png b/Code/MultiView/Results/20160819-100249Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png new file mode 100644 index 0000000000000000000000000000000000000000..562030e1968a47557124a7573ec1e5f36f020e7f Binary files /dev/null and b/Code/MultiView/Results/20160819-100249Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified-accuracyByIteration.png differ diff --git a/Code/MultiView/Results/20160819-100249Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt b/Code/MultiView/Results/20160819-100249Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ba4e8708bdea673f217822ff4a939c65d3db548 --- /dev/null +++ b/Code/MultiView/Results/20160819-100249Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter100-MultiOmicModified.txt @@ -0,0 +1,1466 @@ + Result for Multiview classification with Mumbo + +Average accuracy : + -On Train : 72.9037143313 + -On Test : 73.7704918033 + -On Validation : 83.0097087379 + +Dataset info : + -Database name : MultiOmicModified + -Labels : No, Yes + -Views : Methyl_, MiRNA__, RNASeq_, Clinic_, MRNASeq + -2 folds + +Classification configuration : + -Algorithm used : Mumbo + -Iterations : 100 + -Weak Classifiers : DecisionTree with depth 1, sub-sampled at 0.02 on Methyl_ + -DecisionTree with depth 1, sub-sampled at 0.015 on MiRNA__ + -DecisionTree with depth 1, sub-sampled at 0.1 on RNASeq_ + -DecisionTree with depth 2, sub-sampled at 0.1 on Clinic_ + -DecisionTree with depth 1, sub-sampled at 0.1 on MRNASeq + + Mean average accuracies and stats for each fold : + - Fold 0 + - On Methyl_ : + - Mean average Accuracy0.536730772991 + - Percentage of time chosen : 0.19 + - On MiRNA__ : + - Mean average Accuracy0.317073170732 + - Percentage of time chosen : 0.17 + - On RNASeq_ : + - Mean average Accuracy0.553057576874 + - Percentage of time chosen : 0.2 + - On Clinic_ : + - Mean average Accuracy0.55718176602 + - Percentage of time chosen : 0.26 + - On MRNASeq : + - Mean average Accuracy0.546518087436 + - Percentage of time chosen : 0.18 + - Fold 1 + - On Methyl_ : + - Mean average Accuracy0.526510465392 + - Percentage of time chosen : 0.1 + - On MiRNA__ : + - Mean average Accuracy0.303921568627 + - Percentage of time chosen : 0.14 + - On RNASeq_ : + - Mean average Accuracy0.554060764307 + - Percentage of time chosen : 0.19 + - On Clinic_ : + - Mean average Accuracy0.564361005089 + - Percentage of time chosen : 0.37 + - On MRNASeq : + - Mean average Accuracy0.54576907863 + - Percentage of time chosen : 0.2 + + For each iteration : + - Iteration 1 + Fold 1 + Accuracy on train : 63.4146341463 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 60.7843137255 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 62.0994739359 + Accuracy on test : 72.9508196721 + - Iteration 2 + Fold 1 + Accuracy on train : 64.0243902439 + Accuracy on test : 52.4590163934 + Accuracy on validation : 61.1650485437 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 66.6666666667 + Accuracy on test : 68.8524590164 + Accuracy on validation : 73.786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 65.3455284553 + Accuracy on test : 60.6557377049 + - Iteration 3 + Fold 1 + Accuracy on train : 64.0243902439 + Accuracy on test : 52.4590163934 + Accuracy on validation : 61.1650485437 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 66.6666666667 + Accuracy on test : 68.8524590164 + Accuracy on validation : 73.786407767 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 65.3455284553 + Accuracy on test : 60.6557377049 + - Iteration 4 + Fold 1 + Accuracy on train : 63.4146341463 + Accuracy on test : 59.0163934426 + Accuracy on validation : 66.9902912621 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 66.6666666667 + Accuracy on test : 68.8524590164 + Accuracy on validation : 73.786407767 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 65.0406504065 + Accuracy on test : 63.9344262295 + - Iteration 5 + Fold 1 + Accuracy on train : 75.6097560976 + Accuracy on test : 64.7540983607 + Accuracy on validation : 72.8155339806 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 66.6666666667 + Accuracy on test : 68.8524590164 + Accuracy on validation : 73.786407767 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 71.1382113821 + Accuracy on test : 66.8032786885 + - Iteration 6 + Fold 1 + Accuracy on train : 75.6097560976 + Accuracy on test : 63.9344262295 + Accuracy on validation : 76.6990291262 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 66.6666666667 + Accuracy on test : 59.0163934426 + Accuracy on validation : 63.1067961165 + Selected View : Methyl_ + - Mean : + Accuracy on train : 71.1382113821 + Accuracy on test : 61.4754098361 + - Iteration 7 + Fold 1 + Accuracy on train : 74.3902439024 + Accuracy on test : 67.2131147541 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.4705882353 + Accuracy on test : 65.5737704918 + Accuracy on validation : 73.786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.4304160689 + Accuracy on test : 66.393442623 + - Iteration 8 + Fold 1 + Accuracy on train : 78.6585365854 + Accuracy on test : 67.2131147541 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 73.8562091503 + Accuracy on test : 63.1147540984 + Accuracy on validation : 73.786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.2573728678 + Accuracy on test : 65.1639344262 + - Iteration 9 + Fold 1 + Accuracy on train : 78.0487804878 + Accuracy on test : 67.2131147541 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 76.4705882353 + Accuracy on test : 68.0327868852 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + - Mean : + Accuracy on train : 77.2596843615 + Accuracy on test : 67.6229508197 + - Iteration 10 + Fold 1 + Accuracy on train : 81.0975609756 + Accuracy on test : 68.0327868852 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 75.1633986928 + Accuracy on test : 66.393442623 + Accuracy on validation : 80.5825242718 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 78.1304798342 + Accuracy on test : 67.2131147541 + - Iteration 11 + Fold 1 + Accuracy on train : 81.0975609756 + Accuracy on test : 68.0327868852 + Accuracy on validation : 81.5533980583 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 75.1633986928 + Accuracy on test : 66.393442623 + Accuracy on validation : 80.5825242718 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 78.1304798342 + Accuracy on test : 67.2131147541 + - Iteration 12 + Fold 1 + Accuracy on train : 77.4390243902 + Accuracy on test : 71.3114754098 + Accuracy on validation : 82.5242718447 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 74.5098039216 + Accuracy on test : 71.3114754098 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + - Mean : + Accuracy on train : 75.9744141559 + Accuracy on test : 71.3114754098 + - Iteration 13 + Fold 1 + Accuracy on train : 81.0975609756 + Accuracy on test : 70.4918032787 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.4705882353 + Accuracy on test : 72.9508196721 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.7840746055 + Accuracy on test : 71.7213114754 + - Iteration 14 + Fold 1 + Accuracy on train : 81.0975609756 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 76.4705882353 + Accuracy on test : 72.9508196721 + Accuracy on validation : 78.640776699 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 78.7840746055 + Accuracy on test : 72.9508196721 + - Iteration 15 + Fold 1 + Accuracy on train : 82.9268292683 + Accuracy on test : 77.868852459 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 75.4098360656 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + - Mean : + Accuracy on train : 77.0843296668 + Accuracy on test : 76.6393442623 + - Iteration 16 + Fold 1 + Accuracy on train : 79.2682926829 + Accuracy on test : 72.9508196721 + Accuracy on validation : 84.4660194175 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 74.5098039216 + Accuracy on test : 74.5901639344 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.8890483022 + Accuracy on test : 73.7704918033 + - Iteration 17 + Fold 1 + Accuracy on train : 79.2682926829 + Accuracy on test : 74.5901639344 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 72.131147541 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.5818587598 + Accuracy on test : 73.3606557377 + - Iteration 18 + Fold 1 + Accuracy on train : 79.2682926829 + Accuracy on test : 74.5901639344 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 73.2026143791 + Accuracy on test : 73.7704918033 + Accuracy on validation : 76.6990291262 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.235453531 + Accuracy on test : 74.1803278689 + - Iteration 19 + Fold 1 + Accuracy on train : 78.6585365854 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 73.7704918033 + Accuracy on validation : 78.640776699 + Selected View : MRNASeq + - Mean : + Accuracy on train : 75.276980711 + Accuracy on test : 73.7704918033 + - Iteration 20 + Fold 1 + Accuracy on train : 79.2682926829 + Accuracy on test : 74.5901639344 + Accuracy on validation : 85.4368932039 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 73.7704918033 + Accuracy on validation : 78.640776699 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 75.5818587598 + Accuracy on test : 74.1803278689 + - Iteration 21 + Fold 1 + Accuracy on train : 76.8292682927 + Accuracy on test : 74.5901639344 + Accuracy on validation : 82.5242718447 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 74.5098039216 + Accuracy on test : 72.9508196721 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.6695361071 + Accuracy on test : 73.7704918033 + - Iteration 22 + Fold 1 + Accuracy on train : 76.8292682927 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 69.2810457516 + Accuracy on test : 72.131147541 + Accuracy on validation : 78.640776699 + Selected View : Methyl_ + - Mean : + Accuracy on train : 73.0551570222 + Accuracy on test : 72.5409836066 + - Iteration 23 + Fold 1 + Accuracy on train : 78.0487804878 + Accuracy on test : 74.5901639344 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 70.4918032787 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.6453052766 + Accuracy on test : 72.5409836066 + - Iteration 24 + Fold 1 + Accuracy on train : 79.2682926829 + Accuracy on test : 73.7704918033 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 68.6274509804 + Accuracy on test : 71.3114754098 + Accuracy on validation : 76.6990291262 + Selected View : MRNASeq + - Mean : + Accuracy on train : 73.9478718317 + Accuracy on test : 72.5409836066 + - Iteration 25 + Fold 1 + Accuracy on train : 77.4390243902 + Accuracy on test : 76.2295081967 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 69.9346405229 + Accuracy on test : 72.131147541 + Accuracy on validation : 77.6699029126 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 73.6868324566 + Accuracy on test : 74.1803278689 + - Iteration 26 + Fold 1 + Accuracy on train : 79.8780487805 + Accuracy on test : 76.2295081967 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 68.6274509804 + Accuracy on test : 72.9508196721 + Accuracy on validation : 77.6699029126 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.2527498804 + Accuracy on test : 74.5901639344 + - Iteration 27 + Fold 1 + Accuracy on train : 79.8780487805 + Accuracy on test : 76.2295081967 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 73.7704918033 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.8867368085 + Accuracy on test : 75.0 + - Iteration 28 + Fold 1 + Accuracy on train : 79.8780487805 + Accuracy on test : 76.2295081967 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 67.9738562092 + Accuracy on test : 72.9508196721 + Accuracy on validation : 77.6699029126 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 73.9259524948 + Accuracy on test : 74.5901639344 + - Iteration 29 + Fold 1 + Accuracy on train : 81.0975609756 + Accuracy on test : 77.0491803279 + Accuracy on validation : 86.4077669903 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 73.7704918033 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.4964929061 + Accuracy on test : 75.4098360656 + - Iteration 30 + Fold 1 + Accuracy on train : 81.0975609756 + Accuracy on test : 77.0491803279 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 68.6274509804 + Accuracy on test : 72.9508196721 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.862505978 + Accuracy on test : 75.0 + - Iteration 31 + Fold 1 + Accuracy on train : 78.6585365854 + Accuracy on test : 77.0491803279 + Accuracy on validation : 85.4368932039 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 73.7704918033 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.6037780966 + Accuracy on test : 75.4098360656 + - Iteration 32 + Fold 1 + Accuracy on train : 79.2682926829 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 73.7704918033 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.2550613741 + Accuracy on test : 74.5901639344 + - Iteration 33 + Fold 1 + Accuracy on train : 79.2682926829 + Accuracy on test : 76.2295081967 + Accuracy on validation : 87.3786407767 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 73.2026143791 + Accuracy on test : 72.9508196721 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.235453531 + Accuracy on test : 74.5901639344 + - Iteration 34 + Fold 1 + Accuracy on train : 79.2682926829 + Accuracy on test : 76.2295081967 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 73.2026143791 + Accuracy on test : 72.9508196721 + Accuracy on validation : 80.5825242718 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 76.235453531 + Accuracy on test : 74.5901639344 + - Iteration 35 + Fold 1 + Accuracy on train : 77.4390243902 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 72.9508196721 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.994021999 + Accuracy on test : 74.1803278689 + - Iteration 36 + Fold 1 + Accuracy on train : 77.4390243902 + Accuracy on test : 76.2295081967 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 73.2026143791 + Accuracy on test : 72.9508196721 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.3208193847 + Accuracy on test : 74.5901639344 + - Iteration 37 + Fold 1 + Accuracy on train : 78.6585365854 + Accuracy on test : 74.5901639344 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 72.9508196721 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + - Mean : + Accuracy on train : 75.276980711 + Accuracy on test : 73.7704918033 + - Iteration 38 + Fold 1 + Accuracy on train : 78.6585365854 + Accuracy on test : 74.5901639344 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 73.2026143791 + Accuracy on test : 72.9508196721 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + - Mean : + Accuracy on train : 75.9305754822 + Accuracy on test : 73.7704918033 + - Iteration 39 + Fold 1 + Accuracy on train : 76.2195121951 + Accuracy on test : 74.5901639344 + Accuracy on validation : 83.4951456311 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 73.2026143791 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.7110632871 + Accuracy on test : 74.1803278689 + - Iteration 40 + Fold 1 + Accuracy on train : 78.6585365854 + Accuracy on test : 76.2295081967 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 73.2026143791 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 75.9305754822 + Accuracy on test : 75.0 + - Iteration 41 + Fold 1 + Accuracy on train : 78.6585365854 + Accuracy on test : 76.2295081967 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 73.8562091503 + Accuracy on test : 72.9508196721 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.2573728678 + Accuracy on test : 74.5901639344 + - Iteration 42 + Fold 1 + Accuracy on train : 76.8292682927 + Accuracy on test : 72.131147541 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 74.5098039216 + Accuracy on test : 72.131147541 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.6695361071 + Accuracy on test : 72.131147541 + - Iteration 43 + Fold 1 + Accuracy on train : 78.6585365854 + Accuracy on test : 73.7704918033 + Accuracy on validation : 86.4077669903 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 73.2026143791 + Accuracy on test : 72.131147541 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.9305754822 + Accuracy on test : 72.9508196721 + - Iteration 44 + Fold 1 + Accuracy on train : 76.8292682927 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 72.131147541 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.6891439503 + Accuracy on test : 72.9508196721 + - Iteration 45 + Fold 1 + Accuracy on train : 76.2195121951 + Accuracy on test : 74.5901639344 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 73.2026143791 + Accuracy on test : 72.131147541 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.7110632871 + Accuracy on test : 73.3606557377 + - Iteration 46 + Fold 1 + Accuracy on train : 76.2195121951 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 72.9508196721 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + - Mean : + Accuracy on train : 73.7306711302 + Accuracy on test : 72.9508196721 + - Iteration 47 + Fold 1 + Accuracy on train : 76.2195121951 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 72.9508196721 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.3842659015 + Accuracy on test : 72.9508196721 + - Iteration 48 + Fold 1 + Accuracy on train : 76.8292682927 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 69.9346405229 + Accuracy on test : 72.9508196721 + Accuracy on validation : 78.640776699 + Selected View : Methyl_ + - Mean : + Accuracy on train : 73.3819544078 + Accuracy on test : 73.3606557377 + - Iteration 49 + Fold 1 + Accuracy on train : 78.6585365854 + Accuracy on test : 72.131147541 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 72.9508196721 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + - Mean : + Accuracy on train : 75.276980711 + Accuracy on test : 72.5409836066 + - Iteration 50 + Fold 1 + Accuracy on train : 79.2682926829 + Accuracy on test : 74.5901639344 + Accuracy on validation : 86.4077669903 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 73.2026143791 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.235453531 + Accuracy on test : 74.1803278689 + - Iteration 51 + Fold 1 + Accuracy on train : 78.6585365854 + Accuracy on test : 72.9508196721 + Accuracy on validation : 86.4077669903 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 74.5098039216 + Accuracy on test : 74.5901639344 + Accuracy on validation : 82.5242718447 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 76.5841702535 + Accuracy on test : 73.7704918033 + - Iteration 52 + Fold 1 + Accuracy on train : 78.6585365854 + Accuracy on test : 72.9508196721 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 74.5098039216 + Accuracy on test : 74.5901639344 + Accuracy on validation : 82.5242718447 + Selected View : MRNASeq + - Mean : + Accuracy on train : 76.5841702535 + Accuracy on test : 73.7704918033 + - Iteration 53 + Fold 1 + Accuracy on train : 77.4390243902 + Accuracy on test : 72.9508196721 + Accuracy on validation : 85.4368932039 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 74.5098039216 + Accuracy on test : 74.5901639344 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 75.9744141559 + Accuracy on test : 73.7704918033 + - Iteration 54 + Fold 1 + Accuracy on train : 77.4390243902 + Accuracy on test : 72.131147541 + Accuracy on validation : 85.4368932039 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 74.5098039216 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 75.9744141559 + Accuracy on test : 72.9508196721 + - Iteration 55 + Fold 1 + Accuracy on train : 76.8292682927 + Accuracy on test : 72.131147541 + Accuracy on validation : 84.4660194175 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 75.1633986928 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 75.9963334927 + Accuracy on test : 72.5409836066 + - Iteration 56 + Fold 1 + Accuracy on train : 76.8292682927 + Accuracy on test : 71.3114754098 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 75.8169934641 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.3231308784 + Accuracy on test : 72.5409836066 + - Iteration 57 + Fold 1 + Accuracy on train : 77.4390243902 + Accuracy on test : 72.131147541 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.994021999 + Accuracy on test : 72.9508196721 + - Iteration 58 + Fold 1 + Accuracy on train : 77.4390243902 + Accuracy on test : 72.131147541 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 74.5098039216 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 75.9744141559 + Accuracy on test : 72.9508196721 + - Iteration 59 + Fold 1 + Accuracy on train : 78.6585365854 + Accuracy on test : 72.131147541 + Accuracy on validation : 85.4368932039 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 73.8562091503 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + - Mean : + Accuracy on train : 76.2573728678 + Accuracy on test : 72.5409836066 + - Iteration 60 + Fold 1 + Accuracy on train : 78.0487804878 + Accuracy on test : 71.3114754098 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 72.9508196721 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.2989000478 + Accuracy on test : 72.131147541 + - Iteration 61 + Fold 1 + Accuracy on train : 79.8780487805 + Accuracy on test : 72.131147541 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 72.131147541 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 76.2135341942 + Accuracy on test : 72.131147541 + - Iteration 62 + Fold 1 + Accuracy on train : 77.4390243902 + Accuracy on test : 72.131147541 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 72.131147541 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.6672246134 + Accuracy on test : 72.131147541 + - Iteration 63 + Fold 1 + Accuracy on train : 79.2682926829 + Accuracy on test : 72.131147541 + Accuracy on validation : 86.4077669903 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 72.9508196721 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + - Mean : + Accuracy on train : 75.5818587598 + Accuracy on test : 72.5409836066 + - Iteration 64 + Fold 1 + Accuracy on train : 76.8292682927 + Accuracy on test : 71.3114754098 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 72.131147541 + Accuracy on validation : 80.5825242718 + Selected View : Methyl_ + - Mean : + Accuracy on train : 74.035549179 + Accuracy on test : 71.7213114754 + - Iteration 65 + Fold 1 + Accuracy on train : 77.4390243902 + Accuracy on test : 72.131147541 + Accuracy on validation : 85.4368932039 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 70.5882352941 + Accuracy on test : 72.131147541 + Accuracy on validation : 79.6116504854 + Selected View : Methyl_ + - Mean : + Accuracy on train : 74.0136298422 + Accuracy on test : 72.131147541 + - Iteration 66 + Fold 1 + Accuracy on train : 76.2195121951 + Accuracy on test : 70.4918032787 + Accuracy on validation : 86.4077669903 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 69.9346405229 + Accuracy on test : 72.131147541 + Accuracy on validation : 79.6116504854 + Selected View : MRNASeq + - Mean : + Accuracy on train : 73.077076359 + Accuracy on test : 71.3114754098 + - Iteration 67 + Fold 1 + Accuracy on train : 75.6097560976 + Accuracy on test : 70.4918032787 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 69.9346405229 + Accuracy on test : 72.131147541 + Accuracy on validation : 79.6116504854 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 72.7721983102 + Accuracy on test : 71.3114754098 + - Iteration 68 + Fold 1 + Accuracy on train : 75.6097560976 + Accuracy on test : 70.4918032787 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 69.9346405229 + Accuracy on test : 72.9508196721 + Accuracy on validation : 78.640776699 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 72.7721983102 + Accuracy on test : 71.7213114754 + - Iteration 69 + Fold 1 + Accuracy on train : 73.7804878049 + Accuracy on test : 70.4918032787 + Accuracy on validation : 83.4951456311 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 70.5882352941 + Accuracy on test : 72.9508196721 + Accuracy on validation : 79.6116504854 + Selected View : MRNASeq + - Mean : + Accuracy on train : 72.1843615495 + Accuracy on test : 71.7213114754 + - Iteration 70 + Fold 1 + Accuracy on train : 74.3902439024 + Accuracy on test : 71.3114754098 + Accuracy on validation : 83.4951456311 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 70.5882352941 + Accuracy on test : 72.9508196721 + Accuracy on validation : 79.6116504854 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 72.4892395983 + Accuracy on test : 72.131147541 + - Iteration 71 + Fold 1 + Accuracy on train : 74.3902439024 + Accuracy on test : 70.4918032787 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 70.5882352941 + Accuracy on test : 72.9508196721 + Accuracy on validation : 79.6116504854 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 72.4892395983 + Accuracy on test : 71.7213114754 + - Iteration 72 + Fold 1 + Accuracy on train : 76.2195121951 + Accuracy on test : 70.4918032787 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 69.9346405229 + Accuracy on test : 73.7704918033 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + - Mean : + Accuracy on train : 73.077076359 + Accuracy on test : 72.131147541 + - Iteration 73 + Fold 1 + Accuracy on train : 75.0 + Accuracy on test : 70.4918032787 + Accuracy on validation : 84.4660194175 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 73.7704918033 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + - Mean : + Accuracy on train : 73.1209150327 + Accuracy on test : 72.131147541 + - Iteration 74 + Fold 1 + Accuracy on train : 75.0 + Accuracy on test : 70.4918032787 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 73.7704918033 + Accuracy on validation : 79.6116504854 + Selected View : Methyl_ + - Mean : + Accuracy on train : 73.1209150327 + Accuracy on test : 72.131147541 + - Iteration 75 + Fold 1 + Accuracy on train : 75.0 + Accuracy on test : 70.4918032787 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 73.7704918033 + Accuracy on validation : 79.6116504854 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 73.1209150327 + Accuracy on test : 72.131147541 + - Iteration 76 + Fold 1 + Accuracy on train : 75.6097560976 + Accuracy on test : 70.4918032787 + Accuracy on validation : 84.4660194175 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + - Mean : + Accuracy on train : 73.7525904671 + Accuracy on test : 72.131147541 + - Iteration 77 + Fold 1 + Accuracy on train : 74.3902439024 + Accuracy on test : 70.4918032787 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 73.7704918033 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + - Mean : + Accuracy on train : 72.8160369839 + Accuracy on test : 72.131147541 + - Iteration 78 + Fold 1 + Accuracy on train : 75.0 + Accuracy on test : 70.4918032787 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 73.4477124183 + Accuracy on test : 72.131147541 + - Iteration 79 + Fold 1 + Accuracy on train : 73.7804878049 + Accuracy on test : 70.4918032787 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 72.8379563207 + Accuracy on test : 72.131147541 + - Iteration 80 + Fold 1 + Accuracy on train : 73.7804878049 + Accuracy on test : 70.4918032787 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 72.5111589351 + Accuracy on test : 72.131147541 + - Iteration 81 + Fold 1 + Accuracy on train : 74.3902439024 + Accuracy on test : 71.3114754098 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + - Mean : + Accuracy on train : 72.8160369839 + Accuracy on test : 72.5409836066 + - Iteration 82 + Fold 1 + Accuracy on train : 75.6097560976 + Accuracy on test : 72.131147541 + Accuracy on validation : 86.4077669903 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 74.0793878527 + Accuracy on test : 72.9508196721 + - Iteration 83 + Fold 1 + Accuracy on train : 74.3902439024 + Accuracy on test : 72.131147541 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 73.4696317551 + Accuracy on test : 72.9508196721 + - Iteration 84 + Fold 1 + Accuracy on train : 75.0 + Accuracy on test : 72.131147541 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 73.7745098039 + Accuracy on test : 72.9508196721 + - Iteration 85 + Fold 1 + Accuracy on train : 74.3902439024 + Accuracy on test : 71.3114754098 + Accuracy on validation : 84.4660194175 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : Methyl_ + - Mean : + Accuracy on train : 73.4696317551 + Accuracy on test : 72.5409836066 + - Iteration 86 + Fold 1 + Accuracy on train : 73.7804878049 + Accuracy on test : 71.3114754098 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + - Mean : + Accuracy on train : 73.1647537064 + Accuracy on test : 72.5409836066 + - Iteration 87 + Fold 1 + Accuracy on train : 72.5609756098 + Accuracy on test : 72.131147541 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 72.5549976088 + Accuracy on test : 72.9508196721 + - Iteration 88 + Fold 1 + Accuracy on train : 72.5609756098 + Accuracy on test : 72.131147541 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 72.5549976088 + Accuracy on test : 72.9508196721 + - Iteration 89 + Fold 1 + Accuracy on train : 73.1707317073 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + - Mean : + Accuracy on train : 72.2062808863 + Accuracy on test : 73.7704918033 + - Iteration 90 + Fold 1 + Accuracy on train : 72.5609756098 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 71.9014028376 + Accuracy on test : 73.7704918033 + - Iteration 91 + Fold 1 + Accuracy on train : 73.1707317073 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : Methyl_ + - Mean : + Accuracy on train : 72.533078272 + Accuracy on test : 73.3606557377 + - Iteration 92 + Fold 1 + Accuracy on train : 72.5609756098 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + - Mean : + Accuracy on train : 71.9014028376 + Accuracy on test : 73.7704918033 + - Iteration 93 + Fold 1 + Accuracy on train : 73.1707317073 + Accuracy on test : 72.9508196721 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 72.533078272 + Accuracy on test : 73.3606557377 + - Iteration 94 + Fold 1 + Accuracy on train : 72.5609756098 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 71.2418300654 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : Clinic_ + - Mean : + Accuracy on train : 71.9014028376 + Accuracy on test : 73.3606557377 + - Iteration 95 + Fold 1 + Accuracy on train : 73.1707317073 + Accuracy on test : 72.9508196721 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + - Mean : + Accuracy on train : 72.533078272 + Accuracy on test : 73.3606557377 + - Iteration 96 + Fold 1 + Accuracy on train : 72.5609756098 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + - Mean : + Accuracy on train : 72.5549976088 + Accuracy on test : 73.7704918033 + - Iteration 97 + Fold 1 + Accuracy on train : 73.1707317073 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 71.8954248366 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 72.533078272 + Accuracy on test : 73.7704918033 + - Iteration 98 + Fold 1 + Accuracy on train : 73.1707317073 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 73.2026143791 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Methyl_ + - Mean : + Accuracy on train : 73.1866730432 + Accuracy on test : 73.7704918033 + - Iteration 99 + Fold 1 + Accuracy on train : 72.5609756098 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 72.5490196078 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 72.5549976088 + Accuracy on test : 73.7704918033 + - Iteration 100 + Fold 1 + Accuracy on train : 71.9512195122 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 73.8562091503 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Methyl_ + - Mean : + Accuracy on train : 72.9037143313 + Accuracy on test : 73.7704918033 + +Computation time on 1 cores : + Database extraction time : 0:00:00 + Learn Prediction + Fold 1 0:00:54 0:00:19 + Fold 2 0:02:06 0:00:17 + Total 0:03:01 0:00:37 + So a total classification time of 0:02:24. + diff --git a/Code/MultiView/Results/20160819-100936Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified-accuracyByIteration.png b/Code/MultiView/Results/20160819-100936Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified-accuracyByIteration.png new file mode 100644 index 0000000000000000000000000000000000000000..867add4355bcea0eda8dc1071df4b16dd7cae38b Binary files /dev/null and b/Code/MultiView/Results/20160819-100936Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified-accuracyByIteration.png differ diff --git a/Code/MultiView/Results/20160819-100936Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified.txt b/Code/MultiView/Results/20160819-100936Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified.txt new file mode 100644 index 0000000000000000000000000000000000000000..a673b1b55d18bd9484fa25a05887a592e1e4dcc9 --- /dev/null +++ b/Code/MultiView/Results/20160819-100936Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified.txt @@ -0,0 +1,94 @@ + Result for Multiview classification with Mumbo + +Average accuracy : + -On Train : 66.1392405063 + -On Test : 61.8852459016 + -On Validation : 64.0776699029 + +Dataset info : + -Database name : MultiOmicModified + -Labels : No, Yes + -Views : Methyl_, MiRNA__, RNASeq_, Clinic_, MRNASeq + -2 folds + +Classification configuration : + -Algorithm used : Mumbo + -Iterations : 2 + -Weak Classifiers : DecisionTree with depth 1, sub-sampled at 0.02 on Methyl_ + -DecisionTree with depth 1, sub-sampled at 0.02 on MiRNA__ + -DecisionTree with depth 1, sub-sampled at 0.1 on RNASeq_ + -DecisionTree with depth 2, sub-sampled at 0.1 on Clinic_ + -DecisionTree with depth 1, sub-sampled at 0.1 on MRNASeq + + Mean average accuracies and stats for each fold : + - Fold 0 + - On Methyl_ : + - Mean average Accuracy : 0.519924874432 + - Percentage of time chosen : 1.0 + - On MiRNA__ : + - Mean average Accuracy : 0.366756839526 + - Percentage of time chosen : 0.0 + - On RNASeq_ : + - Mean average Accuracy : 0.418622341203 + - Percentage of time chosen : 0.0 + - On Clinic_ : + - Mean average Accuracy : 0.35823410329 + - Percentage of time chosen : 0.0 + - On MRNASeq : + - Mean average Accuracy : 0.419115578721 + - Percentage of time chosen : 0.0 + - Fold 1 + - On Methyl_ : + - Mean average Accuracy : 0.378471618152 + - Percentage of time chosen : 0.0 + - On MiRNA__ : + - Mean average Accuracy : 0.4874799234 + - Percentage of time chosen : 0.0 + - On RNASeq_ : + - Mean average Accuracy : 0.524440572239 + - Percentage of time chosen : 0.5 + - On Clinic_ : + - Mean average Accuracy : 0.419910882093 + - Percentage of time chosen : 0.0 + - On MRNASeq : + - Mean average Accuracy : 0.528559640662 + - Percentage of time chosen : 0.5 + + For each iteration : + - Iteration 1 + Fold 1 + Accuracy on train : 62.0253164557 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 62.0253164557 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 62.0253164557 + Accuracy on test : 72.9508196721 + - Iteration 2 + Fold 1 + Accuracy on train : 71.5189873418 + Accuracy on test : 73.7704918033 + Accuracy on validation : 69.9029126214 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 60.7594936709 + Accuracy on test : 50.0 + Accuracy on validation : 58.2524271845 + Selected View : MRNASeq + - Mean : + Accuracy on train : 66.1392405063 + Accuracy on test : 61.8852459016 + +Computation time on 1 cores : + Database extraction time : 0:00:00 + Learn Prediction + Fold 1 0:00:00 0:00:00 + Fold 2 0:00:01 0:00:00 + Total 0:00:02 0:00:00 + So a total classification time of 0:00:02. + diff --git a/Code/MultiView/Results/20160819-103243-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log b/Code/MultiView/Results/20160819-103243-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..3764b3659f3fd8a99eed195c66f047fc477bf09b --- /dev/null +++ b/Code/MultiView/Results/20160819-103243-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log @@ -0,0 +1,2897 @@ +2016-08-19 10:32:43,601 INFO: ### Main Programm for Multiview Classification +2016-08-19 10:32:43,601 INFO: ### Classification - Database : MultiOmicModified ; Views : Methyl, MiRNA, RNASEQ, Clinical ; Algorithm : Mumbo ; Cores : 5 +2016-08-19 10:32:43,601 INFO: Start: Read HDF5 Database Files for MultiOmicModified +2016-08-19 10:32:43,604 INFO: Info: Labels used: No, Yes +2016-08-19 10:32:43,604 INFO: Info: Length of dataset:347 +2016-08-19 10:32:43,605 INFO: Info: Shape of Methyl_ :[ 347 25978] +2016-08-19 10:32:43,606 INFO: Info: Shape of MiRNA__ :[ 347 1046] +2016-08-19 10:32:43,607 INFO: Info: Shape of RNASeq_ :[ 347 73599] +2016-08-19 10:32:43,608 INFO: Info: Shape of Clinic_ :[347 127] +2016-08-19 10:32:43,609 INFO: Info: Shape of MRNASeq :[ 347 73599] +2016-08-19 10:32:43,609 INFO: Done: Read Database Files +2016-08-19 10:32:43,609 INFO: Start: Determine validation split for ratio 0.3 +2016-08-19 10:32:43,611 INFO: Done: Determine validation split +2016-08-19 10:32:43,611 INFO: Start: Determine 2 folds +2016-08-19 10:32:43,621 INFO: Info: Length of Learning Sets: 122 +2016-08-19 10:32:43,622 INFO: Info: Length of Testing Sets: 122 +2016-08-19 10:32:43,622 INFO: Info: Length of Validation Set: 103 +2016-08-19 10:32:43,622 INFO: Done: Determine folds +2016-08-19 10:32:43,622 INFO: Start: Learning with Mumbo and 2 folds +2016-08-19 10:32:43,622 INFO: Start: Fold number 1 +2016-08-19 10:32:43,681 DEBUG: Start: Iteration 1 +2016-08-19 10:32:44,042 DEBUG: View 1 : 0.185185185185 +2016-08-19 10:32:44,047 DEBUG: View 0 : 0.185185185185 +2016-08-19 10:32:44,218 DEBUG: View 3 : 0.314814814815 +2016-08-19 10:32:44,251 DEBUG: View 2 : 0.314814814815 +2016-08-19 10:32:44,431 DEBUG: View 4 : 0.185185185185 +2016-08-19 10:32:44,472 WARNING: All bad for iteration 0 +2016-08-19 10:32:44,503 DEBUG: Best view : RNASeq_ +2016-08-19 10:32:44,508 DEBUG: Start: Iteration 2 +2016-08-19 10:32:44,724 DEBUG: View 1 : 0.611267889538 +2016-08-19 10:32:44,733 DEBUG: View 0 : 0.565625 +2016-08-19 10:32:44,898 DEBUG: View 3 : 0.511895321174 +2016-08-19 10:32:45,000 DEBUG: View 2 : 0.661350844278 +2016-08-19 10:32:45,195 DEBUG: View 4 : 0.542383292383 +2016-08-19 10:32:45,318 DEBUG: Best view : RNASeq_ +2016-08-19 10:32:45,324 DEBUG: Start: Iteration 3 +2016-08-19 10:32:45,543 DEBUG: View 1 : 0.498726655348 +2016-08-19 10:32:45,559 DEBUG: View 0 : 0.541167883212 +2016-08-19 10:32:45,727 DEBUG: View 3 : 0.714888958398 +2016-08-19 10:32:45,830 DEBUG: View 2 : 0.594207317073 +2016-08-19 10:32:46,034 DEBUG: View 4 : 0.585411051213 +2016-08-19 10:32:46,137 DEBUG: Best view : Clinic_ +2016-08-19 10:32:46,144 DEBUG: Start: Iteration 4 +2016-08-19 10:32:46,359 DEBUG: View 1 : 0.458333333333 +2016-08-19 10:32:46,368 DEBUG: View 0 : 0.464346349745 +2016-08-19 10:32:46,536 DEBUG: View 3 : 0.51833460657 +2016-08-19 10:32:46,641 DEBUG: View 2 : 0.555484693878 +2016-08-19 10:32:46,834 DEBUG: View 4 : 0.542570153061 +2016-08-19 10:32:46,952 DEBUG: Best view : RNASeq_ +2016-08-19 10:32:46,959 DEBUG: Start: Iteration 5 +2016-08-19 10:32:47,122 DEBUG: View 1 : 0.274358974359 +2016-08-19 10:32:47,132 DEBUG: View 0 : 0.503671328671 +2016-08-19 10:32:47,299 DEBUG: View 3 : 0.495670995671 +2016-08-19 10:32:47,430 DEBUG: View 2 : 0.582386363636 +2016-08-19 10:32:47,627 DEBUG: View 4 : 0.545454545455 +2016-08-19 10:32:47,776 DEBUG: Best view : RNASeq_ +2016-08-19 10:32:47,783 DEBUG: Start: Iteration 6 +2016-08-19 10:32:47,954 DEBUG: View 1 : 0.560157421289 +2016-08-19 10:32:47,964 DEBUG: View 0 : 0.551774193548 +2016-08-19 10:32:48,131 DEBUG: View 3 : 0.599030037547 +2016-08-19 10:32:48,231 DEBUG: View 2 : 0.521358922767 +2016-08-19 10:32:48,426 DEBUG: View 4 : 0.623776223776 +2016-08-19 10:32:48,602 DEBUG: Best view : MRNASeq +2016-08-19 10:32:48,609 DEBUG: Start: Iteration 7 +2016-08-19 10:32:48,822 DEBUG: View 1 : 0.608606220174 +2016-08-19 10:32:48,832 DEBUG: View 0 : 0.613095238095 +2016-08-19 10:32:48,995 DEBUG: View 3 : 0.585411051213 +2016-08-19 10:32:49,095 DEBUG: View 2 : 0.544977511244 +2016-08-19 10:32:49,286 DEBUG: View 4 : 0.550436161776 +2016-08-19 10:32:49,431 DEBUG: Best view : MiRNA__ +2016-08-19 10:32:49,438 DEBUG: Start: Iteration 8 +2016-08-19 10:32:49,652 DEBUG: View 1 : 0.52309505106 +2016-08-19 10:32:49,668 DEBUG: View 0 : 0.506962864721 +2016-08-19 10:32:49,836 DEBUG: View 3 : 0.585411051213 +2016-08-19 10:32:49,936 DEBUG: View 2 : 0.532248157248 +2016-08-19 10:32:50,127 DEBUG: View 4 : 0.60020009235 +2016-08-19 10:32:50,257 DEBUG: Best view : Clinic_ +2016-08-19 10:32:50,265 DEBUG: Start: Iteration 9 +2016-08-19 10:32:50,474 DEBUG: View 1 : 0.410324843679 +2016-08-19 10:32:50,488 DEBUG: View 0 : 0.565625 +2016-08-19 10:32:50,652 DEBUG: View 3 : 0.56726044226 +2016-08-19 10:32:50,753 DEBUG: View 2 : 0.617341482047 +2016-08-19 10:32:50,943 DEBUG: View 4 : 0.621535181237 +2016-08-19 10:32:51,083 DEBUG: Best view : MRNASeq +2016-08-19 10:32:51,091 DEBUG: Start: Iteration 10 +2016-08-19 10:32:51,309 DEBUG: View 1 : 0.610694183865 +2016-08-19 10:32:51,318 DEBUG: View 0 : 0.5 +2016-08-19 10:32:51,481 DEBUG: View 3 : 0.568296409473 +2016-08-19 10:32:51,581 DEBUG: View 2 : 0.510989010989 +2016-08-19 10:32:51,770 DEBUG: View 4 : 0.611111111111 +2016-08-19 10:32:51,913 DEBUG: Best view : MRNASeq +2016-08-19 10:32:51,922 DEBUG: Start: Iteration 11 +2016-08-19 10:32:52,081 DEBUG: View 1 : 0.389305816135 +2016-08-19 10:32:52,089 DEBUG: View 0 : 0.419679499707 +2016-08-19 10:32:52,261 DEBUG: View 3 : 0.529268292683 +2016-08-19 10:32:52,361 DEBUG: View 2 : 0.578658536585 +2016-08-19 10:32:52,551 DEBUG: View 4 : 0.498626373626 +2016-08-19 10:32:52,653 DEBUG: Best view : RNASeq_ +2016-08-19 10:32:52,661 DEBUG: Start: Iteration 12 +2016-08-19 10:32:52,872 DEBUG: View 1 : 0.773449920509 +2016-08-19 10:32:52,888 DEBUG: View 0 : 0.417948717949 +2016-08-19 10:32:53,051 DEBUG: View 3 : 0.627595242895 +2016-08-19 10:32:53,152 DEBUG: View 2 : 0.558119946092 +2016-08-19 10:32:53,344 DEBUG: View 4 : 0.536193712829 +2016-08-19 10:32:53,495 DEBUG: Best view : MiRNA__ +2016-08-19 10:32:53,504 DEBUG: Start: Iteration 13 +2016-08-19 10:32:53,714 DEBUG: View 1 : 0.408562450903 +2016-08-19 10:32:53,724 DEBUG: View 0 : 0.571428571429 +2016-08-19 10:32:53,894 DEBUG: View 3 : 0.527586206897 +2016-08-19 10:32:54,029 DEBUG: View 2 : 0.483079268293 +2016-08-19 10:32:54,225 DEBUG: View 4 : 0.538636363636 +2016-08-19 10:32:54,333 DEBUG: Best view : MRNASeq +2016-08-19 10:32:54,342 DEBUG: Start: Iteration 14 +2016-08-19 10:32:54,550 DEBUG: View 1 : 0.654563894523 +2016-08-19 10:32:54,558 DEBUG: View 0 : 0.481207028266 +2016-08-19 10:32:54,722 DEBUG: View 3 : 0.604576167076 +2016-08-19 10:32:54,822 DEBUG: View 2 : 0.51833460657 +2016-08-19 10:32:55,016 DEBUG: View 4 : 0.516920731707 +2016-08-19 10:32:55,179 DEBUG: Best view : MiRNA__ +2016-08-19 10:32:55,188 DEBUG: Start: Iteration 15 +2016-08-19 10:32:55,346 DEBUG: View 1 : 0.651785714286 +2016-08-19 10:32:55,356 DEBUG: View 0 : 0.452648648649 +2016-08-19 10:32:55,518 DEBUG: View 3 : 0.55 +2016-08-19 10:32:55,620 DEBUG: View 2 : 0.573131955485 +2016-08-19 10:32:55,811 DEBUG: View 4 : 0.561013767209 +2016-08-19 10:32:55,945 DEBUG: Best view : MiRNA__ +2016-08-19 10:32:55,954 DEBUG: Start: Iteration 16 +2016-08-19 10:32:56,127 DEBUG: View 1 : 0.658741905643 +2016-08-19 10:32:56,136 DEBUG: View 0 : 0.553260015711 +2016-08-19 10:32:56,301 DEBUG: View 3 : 0.527090482211 +2016-08-19 10:32:56,403 DEBUG: View 2 : 0.549378881988 +2016-08-19 10:32:56,592 DEBUG: View 4 : 0.513548387097 +2016-08-19 10:32:56,804 DEBUG: Best view : MiRNA__ +2016-08-19 10:32:56,813 DEBUG: Start: Iteration 17 +2016-08-19 10:32:56,973 DEBUG: View 1 : 0.5 +2016-08-19 10:32:56,983 DEBUG: View 0 : 0.503671328671 +2016-08-19 10:32:57,148 DEBUG: View 3 : 0.522997496871 +2016-08-19 10:32:57,248 DEBUG: View 2 : 0.532831737346 +2016-08-19 10:32:57,445 DEBUG: View 4 : 0.554821867322 +2016-08-19 10:32:57,561 DEBUG: Best view : RNASeq_ +2016-08-19 10:32:57,571 DEBUG: Start: Iteration 18 +2016-08-19 10:32:57,738 DEBUG: View 1 : 0.541961494158 +2016-08-19 10:32:57,748 DEBUG: View 0 : 0.518792971734 +2016-08-19 10:32:57,911 DEBUG: View 3 : 0.549957519116 +2016-08-19 10:32:58,010 DEBUG: View 2 : 0.510556915545 +2016-08-19 10:32:58,205 DEBUG: View 4 : 0.561298076923 +2016-08-19 10:32:58,327 DEBUG: Best view : MRNASeq +2016-08-19 10:32:58,337 DEBUG: Start: Iteration 19 +2016-08-19 10:32:58,543 DEBUG: View 1 : 0.765851795264 +2016-08-19 10:32:58,553 DEBUG: View 0 : 0.62576499388 +2016-08-19 10:32:58,720 DEBUG: View 3 : 0.505193006751 +2016-08-19 10:32:58,816 DEBUG: View 2 : 0.512005541019 +2016-08-19 10:32:59,010 DEBUG: View 4 : 0.538811188811 +2016-08-19 10:32:59,194 DEBUG: Best view : MiRNA__ +2016-08-19 10:32:59,204 DEBUG: Start: Iteration 20 +2016-08-19 10:32:59,377 DEBUG: View 1 : 0.468608597285 +2016-08-19 10:32:59,388 DEBUG: View 0 : 0.531391402715 +2016-08-19 10:32:59,555 DEBUG: View 3 : 0.496173469388 +2016-08-19 10:32:59,652 DEBUG: View 2 : 0.538852913969 +2016-08-19 10:32:59,847 DEBUG: View 4 : 0.560128518972 +2016-08-19 10:33:00,061 DEBUG: Best view : RNASeq_ +2016-08-19 10:33:00,072 DEBUG: Start: Iteration 21 +2016-08-19 10:33:00,242 DEBUG: View 1 : 0.797018770703 +2016-08-19 10:33:00,258 DEBUG: View 0 : 0.616958041958 +2016-08-19 10:33:00,420 DEBUG: View 3 : 0.532670454545 +2016-08-19 10:33:00,520 DEBUG: View 2 : 0.558238636364 +2016-08-19 10:33:00,721 DEBUG: View 4 : 0.498496240602 +2016-08-19 10:33:00,941 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:00,952 DEBUG: Start: Iteration 22 +2016-08-19 10:33:01,112 DEBUG: View 1 : 0.531391402715 +2016-08-19 10:33:01,122 DEBUG: View 0 : 0.478035714286 +2016-08-19 10:33:01,286 DEBUG: View 3 : 0.62780926324 +2016-08-19 10:33:01,418 DEBUG: View 2 : 0.57969924812 +2016-08-19 10:33:01,616 DEBUG: View 4 : 0.549957519116 +2016-08-19 10:33:01,817 DEBUG: Best view : Clinic_ +2016-08-19 10:33:01,828 DEBUG: Start: Iteration 23 +2016-08-19 10:33:01,989 DEBUG: View 1 : 0.52012195122 +2016-08-19 10:33:02,000 DEBUG: View 0 : 0.633834586466 +2016-08-19 10:33:02,167 DEBUG: View 3 : 0.629067584481 +2016-08-19 10:33:02,279 DEBUG: View 2 : 0.585164835165 +2016-08-19 10:33:02,472 DEBUG: View 4 : 0.524472833616 +2016-08-19 10:33:02,706 DEBUG: Best view : Methyl_ +2016-08-19 10:33:02,717 DEBUG: Start: Iteration 24 +2016-08-19 10:33:02,875 DEBUG: View 1 : 0.488970588235 +2016-08-19 10:33:02,883 DEBUG: View 0 : 0.557945138776 +2016-08-19 10:33:03,051 DEBUG: View 3 : 0.530206677266 +2016-08-19 10:33:03,150 DEBUG: View 2 : 0.595238095238 +2016-08-19 10:33:03,342 DEBUG: View 4 : 0.518503489693 +2016-08-19 10:33:03,492 DEBUG: Best view : Clinic_ +2016-08-19 10:33:03,503 DEBUG: Start: Iteration 25 +2016-08-19 10:33:03,719 DEBUG: View 1 : 0.619642857143 +2016-08-19 10:33:03,726 DEBUG: View 0 : 0.495377503852 +2016-08-19 10:33:03,892 DEBUG: View 3 : 0.518897637795 +2016-08-19 10:33:03,991 DEBUG: View 2 : 0.505193006751 +2016-08-19 10:33:04,187 DEBUG: View 4 : 0.532831737346 +2016-08-19 10:33:04,379 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:04,390 DEBUG: Start: Iteration 26 +2016-08-19 10:33:04,600 DEBUG: View 1 : 0.764886095837 +2016-08-19 10:33:04,610 DEBUG: View 0 : 0.552631578947 +2016-08-19 10:33:04,773 DEBUG: View 3 : 0.54329004329 +2016-08-19 10:33:04,875 DEBUG: View 2 : 0.566666666667 +2016-08-19 10:33:05,064 DEBUG: View 4 : 0.537589214909 +2016-08-19 10:33:05,270 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:05,282 DEBUG: Start: Iteration 27 +2016-08-19 10:33:05,488 DEBUG: View 1 : 0.541666666667 +2016-08-19 10:33:05,496 DEBUG: View 0 : 0.383454573595 +2016-08-19 10:33:05,661 DEBUG: View 3 : 0.635802469136 +2016-08-19 10:33:05,761 DEBUG: View 2 : 0.504329004329 +2016-08-19 10:33:05,953 DEBUG: View 4 : 0.498496240602 +2016-08-19 10:33:06,159 DEBUG: Best view : Clinic_ +2016-08-19 10:33:06,171 DEBUG: Start: Iteration 28 +2016-08-19 10:33:06,339 DEBUG: View 1 : 0.679723502304 +2016-08-19 10:33:06,354 DEBUG: View 0 : 0.609936575053 +2016-08-19 10:33:06,518 DEBUG: View 3 : 0.591935483871 +2016-08-19 10:33:06,618 DEBUG: View 2 : 0.547697368421 +2016-08-19 10:33:06,806 DEBUG: View 4 : 0.541666666667 +2016-08-19 10:33:06,955 DEBUG: Best view : Clinic_ +2016-08-19 10:33:06,967 DEBUG: Start: Iteration 29 +2016-08-19 10:33:07,122 DEBUG: View 1 : 0.712316176471 +2016-08-19 10:33:07,132 DEBUG: View 0 : 0.547619047619 +2016-08-19 10:33:07,296 DEBUG: View 3 : 0.706502775575 +2016-08-19 10:33:07,394 DEBUG: View 2 : 0.521358922767 +2016-08-19 10:33:07,590 DEBUG: View 4 : 0.476246630728 +2016-08-19 10:33:07,749 DEBUG: Best view : Clinic_ +2016-08-19 10:33:07,761 DEBUG: Start: Iteration 30 +2016-08-19 10:33:07,949 DEBUG: View 1 : 0.590517241379 +2016-08-19 10:33:07,965 DEBUG: View 0 : 0.470055282555 +2016-08-19 10:33:08,128 DEBUG: View 3 : 0.595588235294 +2016-08-19 10:33:08,228 DEBUG: View 2 : 0.518792971734 +2016-08-19 10:33:08,424 DEBUG: View 4 : 0.5625 +2016-08-19 10:33:08,661 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:08,673 DEBUG: Start: Iteration 31 +2016-08-19 10:33:08,885 DEBUG: View 1 : 0.736734693878 +2016-08-19 10:33:08,900 DEBUG: View 0 : 0.529268292683 +2016-08-19 10:33:09,063 DEBUG: View 3 : 0.529166666667 +2016-08-19 10:33:09,164 DEBUG: View 2 : 0.637867647059 +2016-08-19 10:33:09,360 DEBUG: View 4 : 0.489892183288 +2016-08-19 10:33:09,563 DEBUG: Best view : RNASeq_ +2016-08-19 10:33:09,576 DEBUG: Start: Iteration 32 +2016-08-19 10:33:09,742 DEBUG: View 1 : 0.53753518924 +2016-08-19 10:33:09,758 DEBUG: View 0 : 0.609936575053 +2016-08-19 10:33:09,920 DEBUG: View 3 : 0.558563367394 +2016-08-19 10:33:10,021 DEBUG: View 2 : 0.566666666667 +2016-08-19 10:33:10,206 DEBUG: View 4 : 0.508822163752 +2016-08-19 10:33:10,371 DEBUG: Best view : Methyl_ +2016-08-19 10:33:10,384 DEBUG: Start: Iteration 33 +2016-08-19 10:33:10,589 DEBUG: View 1 : 0.575298597888 +2016-08-19 10:33:10,598 DEBUG: View 0 : 0.621703853955 +2016-08-19 10:33:10,763 DEBUG: View 3 : 0.526194852941 +2016-08-19 10:33:10,861 DEBUG: View 2 : 0.513303769401 +2016-08-19 10:33:11,050 DEBUG: View 4 : 0.449108533841 +2016-08-19 10:33:11,284 DEBUG: Best view : Methyl_ +2016-08-19 10:33:11,297 DEBUG: Start: Iteration 34 +2016-08-19 10:33:11,505 DEBUG: View 1 : 0.611267889538 +2016-08-19 10:33:11,513 DEBUG: View 0 : 0.452380952381 +2016-08-19 10:33:11,678 DEBUG: View 3 : 0.486475409836 +2016-08-19 10:33:11,779 DEBUG: View 2 : 0.555290439362 +2016-08-19 10:33:11,974 DEBUG: View 4 : 0.587440381558 +2016-08-19 10:33:12,192 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:12,205 DEBUG: Start: Iteration 35 +2016-08-19 10:33:12,374 DEBUG: View 1 : 0.575298597888 +2016-08-19 10:33:12,384 DEBUG: View 0 : 0.5 +2016-08-19 10:33:12,547 DEBUG: View 3 : 0.594940536182 +2016-08-19 10:33:12,680 DEBUG: View 2 : 0.468831168831 +2016-08-19 10:33:12,879 DEBUG: View 4 : 0.574104774536 +2016-08-19 10:33:13,107 DEBUG: Best view : Clinic_ +2016-08-19 10:33:13,121 DEBUG: Start: Iteration 36 +2016-08-19 10:33:13,328 DEBUG: View 1 : 0.774509803922 +2016-08-19 10:33:13,337 DEBUG: View 0 : 0.565625 +2016-08-19 10:33:13,501 DEBUG: View 3 : 0.595454545455 +2016-08-19 10:33:13,601 DEBUG: View 2 : 0.588977002379 +2016-08-19 10:33:13,789 DEBUG: View 4 : 0.529268292683 +2016-08-19 10:33:14,022 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:14,036 DEBUG: Start: Iteration 37 +2016-08-19 10:33:14,241 DEBUG: View 1 : 0.566666666667 +2016-08-19 10:33:14,250 DEBUG: View 0 : 0.624374217772 +2016-08-19 10:33:14,414 DEBUG: View 3 : 0.597386787859 +2016-08-19 10:33:14,549 DEBUG: View 2 : 0.647957305852 +2016-08-19 10:33:14,738 DEBUG: View 4 : 0.555290439362 +2016-08-19 10:33:14,949 DEBUG: Best view : RNASeq_ +2016-08-19 10:33:14,963 DEBUG: Start: Iteration 38 +2016-08-19 10:33:15,180 DEBUG: View 1 : 0.439842578711 +2016-08-19 10:33:15,190 DEBUG: View 0 : 0.483203901029 +2016-08-19 10:33:15,354 DEBUG: View 3 : 0.594207317073 +2016-08-19 10:33:15,456 DEBUG: View 2 : 0.563721325404 +2016-08-19 10:33:15,651 DEBUG: View 4 : 0.549382716049 +2016-08-19 10:33:15,878 DEBUG: Best view : RNASeq_ +2016-08-19 10:33:15,893 DEBUG: Start: Iteration 39 +2016-08-19 10:33:16,105 DEBUG: View 1 : 0.656862745098 +2016-08-19 10:33:16,114 DEBUG: View 0 : 0.503671328671 +2016-08-19 10:33:16,279 DEBUG: View 3 : 0.581293706294 +2016-08-19 10:33:16,404 DEBUG: View 2 : 0.578711704635 +2016-08-19 10:33:16,607 DEBUG: View 4 : 0.527808326787 +2016-08-19 10:33:16,807 DEBUG: Best view : Clinic_ +2016-08-19 10:33:16,822 DEBUG: Start: Iteration 40 +2016-08-19 10:33:16,978 DEBUG: View 1 : 0.485771113831 +2016-08-19 10:33:16,989 DEBUG: View 0 : 0.560037523452 +2016-08-19 10:33:17,153 DEBUG: View 3 : 0.588983050847 +2016-08-19 10:33:17,253 DEBUG: View 2 : 0.56631097561 +2016-08-19 10:33:17,447 DEBUG: View 4 : 0.504166666667 +2016-08-19 10:33:17,656 DEBUG: Best view : Clinic_ +2016-08-19 10:33:17,672 DEBUG: Start: Iteration 41 +2016-08-19 10:33:17,830 DEBUG: View 1 : 0.531168831169 +2016-08-19 10:33:17,840 DEBUG: View 0 : 0.530288106378 +2016-08-19 10:33:18,010 DEBUG: View 3 : 0.568619384565 +2016-08-19 10:33:18,145 DEBUG: View 2 : 0.526612903226 +2016-08-19 10:33:18,333 DEBUG: View 4 : 0.604163393559 +2016-08-19 10:33:18,589 DEBUG: Best view : MRNASeq +2016-08-19 10:33:18,605 DEBUG: Start: Iteration 42 +2016-08-19 10:33:18,813 DEBUG: View 1 : 0.740384615385 +2016-08-19 10:33:18,830 DEBUG: View 0 : 0.508828111477 +2016-08-19 10:33:18,993 DEBUG: View 3 : 0.568723702665 +2016-08-19 10:33:19,093 DEBUG: View 2 : 0.571881606765 +2016-08-19 10:33:19,288 DEBUG: View 4 : 0.53753518924 +2016-08-19 10:33:19,526 DEBUG: Best view : RNASeq_ +2016-08-19 10:33:19,541 DEBUG: Start: Iteration 43 +2016-08-19 10:33:19,752 DEBUG: View 1 : 0.345774647887 +2016-08-19 10:33:19,760 DEBUG: View 0 : 0.469711893622 +2016-08-19 10:33:19,926 DEBUG: View 3 : 0.525563909774 +2016-08-19 10:33:20,025 DEBUG: View 2 : 0.477777777778 +2016-08-19 10:33:20,221 DEBUG: View 4 : 0.550357142857 +2016-08-19 10:33:20,465 DEBUG: Best view : MRNASeq +2016-08-19 10:33:20,480 DEBUG: Start: Iteration 44 +2016-08-19 10:33:20,687 DEBUG: View 1 : 0.55772972973 +2016-08-19 10:33:20,697 DEBUG: View 0 : 0.564490912644 +2016-08-19 10:33:20,872 DEBUG: View 3 : 0.569467213115 +2016-08-19 10:33:20,973 DEBUG: View 2 : 0.651863354037 +2016-08-19 10:33:21,166 DEBUG: View 4 : 0.557503506311 +2016-08-19 10:33:21,410 DEBUG: Best view : RNASeq_ +2016-08-19 10:33:21,426 DEBUG: Start: Iteration 45 +2016-08-19 10:33:21,601 DEBUG: View 1 : 0.334908536585 +2016-08-19 10:33:21,611 DEBUG: View 0 : 0.624374217772 +2016-08-19 10:33:21,773 DEBUG: View 3 : 0.603340834343 +2016-08-19 10:33:21,872 DEBUG: View 2 : 0.544686732187 +2016-08-19 10:33:22,068 DEBUG: View 4 : 0.52564516129 +2016-08-19 10:33:22,269 DEBUG: Best view : Clinic_ +2016-08-19 10:33:22,285 DEBUG: Start: Iteration 46 +2016-08-19 10:33:22,451 DEBUG: View 1 : 0.599559242935 +2016-08-19 10:33:22,459 DEBUG: View 0 : 0.483203901029 +2016-08-19 10:33:22,625 DEBUG: View 3 : 0.590909090909 +2016-08-19 10:33:22,724 DEBUG: View 2 : 0.556100981767 +2016-08-19 10:33:22,914 DEBUG: View 4 : 0.630017237134 +2016-08-19 10:33:23,124 DEBUG: Best view : MRNASeq +2016-08-19 10:33:23,140 DEBUG: Start: Iteration 47 +2016-08-19 10:33:23,307 DEBUG: View 1 : 0.302849264706 +2016-08-19 10:33:23,316 DEBUG: View 0 : 0.479166666667 +2016-08-19 10:33:23,480 DEBUG: View 3 : 0.544474393531 +2016-08-19 10:33:23,579 DEBUG: View 2 : 0.591981132075 +2016-08-19 10:33:23,771 DEBUG: View 4 : 0.533895681783 +2016-08-19 10:33:23,973 DEBUG: Best view : Clinic_ +2016-08-19 10:33:23,990 DEBUG: Start: Iteration 48 +2016-08-19 10:33:24,199 DEBUG: View 1 : 0.820754716981 +2016-08-19 10:33:24,207 DEBUG: View 0 : 0.507582720588 +2016-08-19 10:33:24,375 DEBUG: View 3 : 0.538664596273 +2016-08-19 10:33:24,475 DEBUG: View 2 : 0.569444444444 +2016-08-19 10:33:24,669 DEBUG: View 4 : 0.672619047619 +2016-08-19 10:33:24,927 DEBUG: Best view : MRNASeq +2016-08-19 10:33:24,943 DEBUG: Start: Iteration 49 +2016-08-19 10:33:25,156 DEBUG: View 1 : 0.670212765957 +2016-08-19 10:33:25,172 DEBUG: View 0 : 0.552741935484 +2016-08-19 10:33:25,334 DEBUG: View 3 : 0.627579737336 +2016-08-19 10:33:25,435 DEBUG: View 2 : 0.563800489596 +2016-08-19 10:33:25,630 DEBUG: View 4 : 0.524691358025 +2016-08-19 10:33:25,880 DEBUG: Best view : Clinic_ +2016-08-19 10:33:25,897 DEBUG: Start: Iteration 50 +2016-08-19 10:33:26,105 DEBUG: View 1 : 0.304671532847 +2016-08-19 10:33:26,115 DEBUG: View 0 : 0.568619384565 +2016-08-19 10:33:26,278 DEBUG: View 3 : 0.536270491803 +2016-08-19 10:33:26,377 DEBUG: View 2 : 0.535820895522 +2016-08-19 10:33:26,574 DEBUG: View 4 : 0.611111111111 +2016-08-19 10:33:26,840 DEBUG: Best view : MRNASeq +2016-08-19 10:33:26,856 DEBUG: Start: Iteration 51 +2016-08-19 10:33:27,066 DEBUG: View 1 : 0.436363636364 +2016-08-19 10:33:27,076 DEBUG: View 0 : 0.453610875106 +2016-08-19 10:33:27,240 DEBUG: View 3 : 0.547619047619 +2016-08-19 10:33:27,370 DEBUG: View 2 : 0.566666666667 +2016-08-19 10:33:27,564 DEBUG: View 4 : 0.564827586207 +2016-08-19 10:33:27,802 DEBUG: Best view : RNASeq_ +2016-08-19 10:33:27,819 DEBUG: Start: Iteration 52 +2016-08-19 10:33:28,029 DEBUG: View 1 : 0.592137592138 +2016-08-19 10:33:28,038 DEBUG: View 0 : 0.478035714286 +2016-08-19 10:33:28,202 DEBUG: View 3 : 0.536193712829 +2016-08-19 10:33:28,306 DEBUG: View 2 : 0.513888888889 +2016-08-19 10:33:28,501 DEBUG: View 4 : 0.486111111111 +2016-08-19 10:33:28,768 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:28,786 DEBUG: Start: Iteration 53 +2016-08-19 10:33:28,990 DEBUG: View 1 : 0.579545454545 +2016-08-19 10:33:29,000 DEBUG: View 0 : 0.608333333333 +2016-08-19 10:33:29,164 DEBUG: View 3 : 0.568619384565 +2016-08-19 10:33:29,265 DEBUG: View 2 : 0.52309505106 +2016-08-19 10:33:29,460 DEBUG: View 4 : 0.518897637795 +2016-08-19 10:33:29,742 DEBUG: Best view : Clinic_ +2016-08-19 10:33:29,759 DEBUG: Start: Iteration 54 +2016-08-19 10:33:29,970 DEBUG: View 1 : 0.675657894737 +2016-08-19 10:33:29,980 DEBUG: View 0 : 0.608214285714 +2016-08-19 10:33:30,150 DEBUG: View 3 : 0.518092105263 +2016-08-19 10:33:30,245 DEBUG: View 2 : 0.548701298701 +2016-08-19 10:33:30,440 DEBUG: View 4 : 0.518181818182 +2016-08-19 10:33:30,716 DEBUG: Best view : Methyl_ +2016-08-19 10:33:30,734 DEBUG: Start: Iteration 55 +2016-08-19 10:33:30,944 DEBUG: View 1 : 0.578935149358 +2016-08-19 10:33:30,959 DEBUG: View 0 : 0.609090909091 +2016-08-19 10:33:31,122 DEBUG: View 3 : 0.552972027972 +2016-08-19 10:33:31,220 DEBUG: View 2 : 0.570833333333 +2016-08-19 10:33:31,410 DEBUG: View 4 : 0.530855539972 +2016-08-19 10:33:31,689 DEBUG: Best view : Clinic_ +2016-08-19 10:33:31,707 DEBUG: Start: Iteration 56 +2016-08-19 10:33:31,885 DEBUG: View 1 : 0.494389901823 +2016-08-19 10:33:31,894 DEBUG: View 0 : 0.512324324324 +2016-08-19 10:33:32,059 DEBUG: View 3 : 0.539097744361 +2016-08-19 10:33:32,158 DEBUG: View 2 : 0.442496493689 +2016-08-19 10:33:32,353 DEBUG: View 4 : 0.563721325404 +2016-08-19 10:33:32,664 DEBUG: Best view : MRNASeq +2016-08-19 10:33:32,683 DEBUG: Start: Iteration 57 +2016-08-19 10:33:32,840 DEBUG: View 1 : 0.568446979518 +2016-08-19 10:33:32,850 DEBUG: View 0 : 0.575549450549 +2016-08-19 10:33:33,015 DEBUG: View 3 : 0.58897515528 +2016-08-19 10:33:33,140 DEBUG: View 2 : 0.565476190476 +2016-08-19 10:33:33,341 DEBUG: View 4 : 0.561874711405 +2016-08-19 10:33:33,649 DEBUG: Best view : RNASeq_ +2016-08-19 10:33:33,667 DEBUG: Start: Iteration 58 +2016-08-19 10:33:33,874 DEBUG: View 1 : 0.492209056971 +2016-08-19 10:33:33,884 DEBUG: View 0 : 0.609936575053 +2016-08-19 10:33:34,046 DEBUG: View 3 : 0.575337331334 +2016-08-19 10:33:34,144 DEBUG: View 2 : 0.462410785091 +2016-08-19 10:33:34,332 DEBUG: View 4 : 0.538852913969 +2016-08-19 10:33:34,639 DEBUG: Best view : Methyl_ +2016-08-19 10:33:34,657 DEBUG: Start: Iteration 59 +2016-08-19 10:33:34,865 DEBUG: View 1 : 0.602663934426 +2016-08-19 10:33:34,875 DEBUG: View 0 : 0.529268292683 +2016-08-19 10:33:35,042 DEBUG: View 3 : 0.513548387097 +2016-08-19 10:33:35,139 DEBUG: View 2 : 0.51980958231 +2016-08-19 10:33:35,339 DEBUG: View 4 : 0.547697368421 +2016-08-19 10:33:35,638 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:35,657 DEBUG: Start: Iteration 60 +2016-08-19 10:33:35,862 DEBUG: View 1 : 0.589675156321 +2016-08-19 10:33:35,872 DEBUG: View 0 : 0.593048128342 +2016-08-19 10:33:36,036 DEBUG: View 3 : 0.568619384565 +2016-08-19 10:33:36,135 DEBUG: View 2 : 0.549957519116 +2016-08-19 10:33:36,328 DEBUG: View 4 : 0.557945138776 +2016-08-19 10:33:36,632 DEBUG: Best view : Clinic_ +2016-08-19 10:33:36,651 DEBUG: Start: Iteration 61 +2016-08-19 10:33:36,871 DEBUG: View 1 : 0.446138368674 +2016-08-19 10:33:36,881 DEBUG: View 0 : 0.547619047619 +2016-08-19 10:33:37,051 DEBUG: View 3 : 0.694448680799 +2016-08-19 10:33:37,180 DEBUG: View 2 : 0.547232592112 +2016-08-19 10:33:37,382 DEBUG: View 4 : 0.575265507157 +2016-08-19 10:33:37,624 DEBUG: Best view : Clinic_ +2016-08-19 10:33:37,643 DEBUG: Start: Iteration 62 +2016-08-19 10:33:37,864 DEBUG: View 1 : 0.447145877378 +2016-08-19 10:33:37,874 DEBUG: View 0 : 0.530710466005 +2016-08-19 10:33:38,037 DEBUG: View 3 : 0.519886363636 +2016-08-19 10:33:38,139 DEBUG: View 2 : 0.61027027027 +2016-08-19 10:33:38,329 DEBUG: View 4 : 0.60119047619 +2016-08-19 10:33:38,622 DEBUG: Best view : RNASeq_ +2016-08-19 10:33:38,642 DEBUG: Start: Iteration 63 +2016-08-19 10:33:38,849 DEBUG: View 1 : 0.654563894523 +2016-08-19 10:33:38,858 DEBUG: View 0 : 0.364705882353 +2016-08-19 10:33:39,021 DEBUG: View 3 : 0.542383292383 +2016-08-19 10:33:39,122 DEBUG: View 2 : 0.555484693878 +2016-08-19 10:33:39,317 DEBUG: View 4 : 0.544977511244 +2016-08-19 10:33:39,623 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:39,643 DEBUG: Start: Iteration 64 +2016-08-19 10:33:39,853 DEBUG: View 1 : 0.747741935484 +2016-08-19 10:33:39,869 DEBUG: View 0 : 0.573565804274 +2016-08-19 10:33:40,032 DEBUG: View 3 : 0.640396341463 +2016-08-19 10:33:40,132 DEBUG: View 2 : 0.524472833616 +2016-08-19 10:33:40,328 DEBUG: View 4 : 0.558333333333 +2016-08-19 10:33:40,626 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:40,646 DEBUG: Start: Iteration 65 +2016-08-19 10:33:40,854 DEBUG: View 1 : 0.573660714286 +2016-08-19 10:33:40,864 DEBUG: View 0 : 0.508484162896 +2016-08-19 10:33:41,027 DEBUG: View 3 : 0.585411051213 +2016-08-19 10:33:41,128 DEBUG: View 2 : 0.524683231858 +2016-08-19 10:33:41,319 DEBUG: View 4 : 0.564821428571 +2016-08-19 10:33:41,628 DEBUG: Best view : Clinic_ +2016-08-19 10:33:41,649 DEBUG: Start: Iteration 66 +2016-08-19 10:33:41,853 DEBUG: View 1 : 0.597527472527 +2016-08-19 10:33:41,862 DEBUG: View 0 : 0.484083191851 +2016-08-19 10:33:42,027 DEBUG: View 3 : 0.515082482325 +2016-08-19 10:33:42,127 DEBUG: View 2 : 0.535897435897 +2016-08-19 10:33:42,323 DEBUG: View 4 : 0.566165413534 +2016-08-19 10:33:42,638 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:42,659 DEBUG: Start: Iteration 67 +2016-08-19 10:33:42,866 DEBUG: View 1 : 0.816770186335 +2016-08-19 10:33:42,876 DEBUG: View 0 : 0.487281399046 +2016-08-19 10:33:43,040 DEBUG: View 3 : 0.515898251192 +2016-08-19 10:33:43,138 DEBUG: View 2 : 0.588977002379 +2016-08-19 10:33:43,335 DEBUG: View 4 : 0.538811188811 +2016-08-19 10:33:43,654 DEBUG: Best view : RNASeq_ +2016-08-19 10:33:43,674 DEBUG: Start: Iteration 68 +2016-08-19 10:33:43,850 DEBUG: View 1 : 0.611267889538 +2016-08-19 10:33:43,858 DEBUG: View 0 : 0.385618423059 +2016-08-19 10:33:44,023 DEBUG: View 3 : 0.583811285846 +2016-08-19 10:33:44,123 DEBUG: View 2 : 0.47435483871 +2016-08-19 10:33:44,314 DEBUG: View 4 : 0.575549450549 +2016-08-19 10:33:44,670 DEBUG: Best view : Clinic_ +2016-08-19 10:33:44,690 DEBUG: Start: Iteration 69 +2016-08-19 10:33:44,846 DEBUG: View 1 : 0.360689655172 +2016-08-19 10:33:44,856 DEBUG: View 0 : 0.487281399046 +2016-08-19 10:33:45,021 DEBUG: View 3 : 0.536193712829 +2016-08-19 10:33:45,123 DEBUG: View 2 : 0.531168831169 +2016-08-19 10:33:45,314 DEBUG: View 4 : 0.532670454545 +2016-08-19 10:33:45,598 DEBUG: Best view : Clinic_ +2016-08-19 10:33:45,618 DEBUG: Start: Iteration 70 +2016-08-19 10:33:45,826 DEBUG: View 1 : 0.611267889538 +2016-08-19 10:33:45,834 DEBUG: View 0 : 0.607954545455 +2016-08-19 10:33:45,997 DEBUG: View 3 : 0.514799154334 +2016-08-19 10:33:46,098 DEBUG: View 2 : 0.551242236025 +2016-08-19 10:33:46,295 DEBUG: View 4 : 0.510325406758 +2016-08-19 10:33:46,622 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:46,643 DEBUG: Start: Iteration 71 +2016-08-19 10:33:46,856 DEBUG: View 1 : 0.552868852459 +2016-08-19 10:33:46,864 DEBUG: View 0 : 0.621379310345 +2016-08-19 10:33:47,029 DEBUG: View 3 : 0.612267080745 +2016-08-19 10:33:47,129 DEBUG: View 2 : 0.527027027027 +2016-08-19 10:33:47,321 DEBUG: View 4 : 0.531650706054 +2016-08-19 10:33:47,649 DEBUG: Best view : Clinic_ +2016-08-19 10:33:47,671 DEBUG: Start: Iteration 72 +2016-08-19 10:33:47,833 DEBUG: View 1 : 0.691742081448 +2016-08-19 10:33:47,842 DEBUG: View 0 : 0.607976208632 +2016-08-19 10:33:48,007 DEBUG: View 3 : 0.625 +2016-08-19 10:33:48,107 DEBUG: View 2 : 0.529166666667 +2016-08-19 10:33:48,304 DEBUG: View 4 : 0.610038610039 +2016-08-19 10:33:48,584 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:48,605 DEBUG: Start: Iteration 73 +2016-08-19 10:33:48,790 DEBUG: View 1 : 0.783309957924 +2016-08-19 10:33:48,801 DEBUG: View 0 : 0.481207028266 +2016-08-19 10:33:48,965 DEBUG: View 3 : 0.565806451613 +2016-08-19 10:33:49,065 DEBUG: View 2 : 0.680194805195 +2016-08-19 10:33:49,260 DEBUG: View 4 : 0.473684210526 +2016-08-19 10:33:49,613 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:49,635 DEBUG: Start: Iteration 74 +2016-08-19 10:33:49,804 DEBUG: View 1 : 0.560157421289 +2016-08-19 10:33:49,813 DEBUG: View 0 : 0.469805194805 +2016-08-19 10:33:49,979 DEBUG: View 3 : 0.550357142857 +2016-08-19 10:33:50,078 DEBUG: View 2 : 0.547735618115 +2016-08-19 10:33:50,271 DEBUG: View 4 : 0.53125 +2016-08-19 10:33:50,655 DEBUG: Best view : Clinic_ +2016-08-19 10:33:50,676 DEBUG: Start: Iteration 75 +2016-08-19 10:33:50,882 DEBUG: View 1 : 0.747741935484 +2016-08-19 10:33:50,891 DEBUG: View 0 : 0.648717948718 +2016-08-19 10:33:51,059 DEBUG: View 3 : 0.576470588235 +2016-08-19 10:33:51,189 DEBUG: View 2 : 0.499437781109 +2016-08-19 10:33:51,384 DEBUG: View 4 : 0.619642857143 +2016-08-19 10:33:51,693 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:51,715 DEBUG: Start: Iteration 76 +2016-08-19 10:33:51,873 DEBUG: View 1 : 0.541666666667 +2016-08-19 10:33:51,882 DEBUG: View 0 : 0.515037593985 +2016-08-19 10:33:52,048 DEBUG: View 3 : 0.538664596273 +2016-08-19 10:33:52,162 DEBUG: View 2 : 0.542570153061 +2016-08-19 10:33:52,358 DEBUG: View 4 : 0.592756756757 +2016-08-19 10:33:52,730 DEBUG: Best view : MRNASeq +2016-08-19 10:33:52,753 DEBUG: Start: Iteration 77 +2016-08-19 10:33:52,913 DEBUG: View 1 : 0.447368421053 +2016-08-19 10:33:52,921 DEBUG: View 0 : 0.5 +2016-08-19 10:33:53,089 DEBUG: View 3 : 0.55772972973 +2016-08-19 10:33:53,188 DEBUG: View 2 : 0.571022727273 +2016-08-19 10:33:53,378 DEBUG: View 4 : 0.560746173469 +2016-08-19 10:33:53,679 DEBUG: Best view : Clinic_ +2016-08-19 10:33:53,702 DEBUG: Start: Iteration 78 +2016-08-19 10:33:53,860 DEBUG: View 1 : 0.789111389237 +2016-08-19 10:33:53,870 DEBUG: View 0 : 0.515789473684 +2016-08-19 10:33:54,035 DEBUG: View 3 : 0.469077961019 +2016-08-19 10:33:54,170 DEBUG: View 2 : 0.505128205128 +2016-08-19 10:33:54,364 DEBUG: View 4 : 0.507774390244 +2016-08-19 10:33:54,728 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:54,751 DEBUG: Start: Iteration 79 +2016-08-19 10:33:54,956 DEBUG: View 1 : 0.53753518924 +2016-08-19 10:33:54,964 DEBUG: View 0 : 0.588977002379 +2016-08-19 10:33:55,130 DEBUG: View 3 : 0.575337331334 +2016-08-19 10:33:55,229 DEBUG: View 2 : 0.548341677096 +2016-08-19 10:33:55,423 DEBUG: View 4 : 0.560157421289 +2016-08-19 10:33:55,784 DEBUG: Best view : Clinic_ +2016-08-19 10:33:55,807 DEBUG: Start: Iteration 80 +2016-08-19 10:33:56,014 DEBUG: View 1 : 0.737946355109 +2016-08-19 10:33:56,024 DEBUG: View 0 : 0.37423500612 +2016-08-19 10:33:56,189 DEBUG: View 3 : 0.602068965517 +2016-08-19 10:33:56,291 DEBUG: View 2 : 0.519886363636 +2016-08-19 10:33:56,483 DEBUG: View 4 : 0.571022727273 +2016-08-19 10:33:56,839 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:56,862 DEBUG: Start: Iteration 81 +2016-08-19 10:33:57,031 DEBUG: View 1 : 0.64268512944 +2016-08-19 10:33:57,041 DEBUG: View 0 : 0.388888888889 +2016-08-19 10:33:57,206 DEBUG: View 3 : 0.5625 +2016-08-19 10:33:57,307 DEBUG: View 2 : 0.573565804274 +2016-08-19 10:33:57,499 DEBUG: View 4 : 0.496797315846 +2016-08-19 10:33:57,893 DEBUG: Best view : RNASeq_ +2016-08-19 10:33:57,916 DEBUG: Start: Iteration 82 +2016-08-19 10:33:58,072 DEBUG: View 1 : 0.787903225806 +2016-08-19 10:33:58,082 DEBUG: View 0 : 0.575549450549 +2016-08-19 10:33:58,248 DEBUG: View 3 : 0.561298076923 +2016-08-19 10:33:58,346 DEBUG: View 2 : 0.591788526434 +2016-08-19 10:33:58,537 DEBUG: View 4 : 0.65433046683 +2016-08-19 10:33:58,850 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:58,873 DEBUG: Start: Iteration 83 +2016-08-19 10:33:59,030 DEBUG: View 1 : 0.619642857143 +2016-08-19 10:33:59,040 DEBUG: View 0 : 0.503671328671 +2016-08-19 10:33:59,205 DEBUG: View 3 : 0.545958476114 +2016-08-19 10:33:59,305 DEBUG: View 2 : 0.499437781109 +2016-08-19 10:33:59,499 DEBUG: View 4 : 0.534632034632 +2016-08-19 10:33:59,824 DEBUG: Best view : MiRNA__ +2016-08-19 10:33:59,847 DEBUG: Start: Iteration 84 +2016-08-19 10:34:00,017 DEBUG: View 1 : 0.527909104774 +2016-08-19 10:34:00,027 DEBUG: View 0 : 0.492760617761 +2016-08-19 10:34:00,193 DEBUG: View 3 : 0.58131377551 +2016-08-19 10:34:00,330 DEBUG: View 2 : 0.516741071429 +2016-08-19 10:34:00,520 DEBUG: View 4 : 0.504573170732 +2016-08-19 10:34:00,886 DEBUG: Best view : Clinic_ +2016-08-19 10:34:00,911 DEBUG: Start: Iteration 85 +2016-08-19 10:34:01,117 DEBUG: View 1 : 0.56228582947 +2016-08-19 10:34:01,126 DEBUG: View 0 : 0.483203901029 +2016-08-19 10:34:01,292 DEBUG: View 3 : 0.514228886169 +2016-08-19 10:34:01,426 DEBUG: View 2 : 0.526086956522 +2016-08-19 10:34:01,623 DEBUG: View 4 : 0.518897637795 +2016-08-19 10:34:01,953 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:01,976 DEBUG: Start: Iteration 86 +2016-08-19 10:34:02,187 DEBUG: View 1 : 0.402816901408 +2016-08-19 10:34:02,196 DEBUG: View 0 : 0.529268292683 +2016-08-19 10:34:02,360 DEBUG: View 3 : 0.611111111111 +2016-08-19 10:34:02,461 DEBUG: View 2 : 0.551044474394 +2016-08-19 10:34:02,656 DEBUG: View 4 : 0.600234784179 +2016-08-19 10:34:03,024 DEBUG: Best view : Clinic_ +2016-08-19 10:34:03,048 DEBUG: Start: Iteration 87 +2016-08-19 10:34:03,201 DEBUG: View 1 : 0.591378420237 +2016-08-19 10:34:03,212 DEBUG: View 0 : 0.453610875106 +2016-08-19 10:34:03,382 DEBUG: View 3 : 0.610694183865 +2016-08-19 10:34:03,482 DEBUG: View 2 : 0.533235243206 +2016-08-19 10:34:03,675 DEBUG: View 4 : 0.550357142857 +2016-08-19 10:34:03,991 DEBUG: Best view : Clinic_ +2016-08-19 10:34:04,015 DEBUG: Start: Iteration 88 +2016-08-19 10:34:04,216 DEBUG: View 1 : 0.745112781955 +2016-08-19 10:34:04,226 DEBUG: View 0 : 0.614381576941 +2016-08-19 10:34:04,391 DEBUG: View 3 : 0.663794418179 +2016-08-19 10:34:04,493 DEBUG: View 2 : 0.54 +2016-08-19 10:34:04,687 DEBUG: View 4 : 0.614381576941 +2016-08-19 10:34:05,072 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:05,096 DEBUG: Start: Iteration 89 +2016-08-19 10:34:05,263 DEBUG: View 1 : 0.604583975347 +2016-08-19 10:34:05,273 DEBUG: View 0 : 0.505952380952 +2016-08-19 10:34:05,437 DEBUG: View 3 : 0.543544690604 +2016-08-19 10:34:05,570 DEBUG: View 2 : 0.564490912644 +2016-08-19 10:34:05,768 DEBUG: View 4 : 0.526086956522 +2016-08-19 10:34:06,160 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:06,186 DEBUG: Start: Iteration 90 +2016-08-19 10:34:06,393 DEBUG: View 1 : 0.578358208955 +2016-08-19 10:34:06,402 DEBUG: View 0 : 0.492760617761 +2016-08-19 10:34:06,567 DEBUG: View 3 : 0.571917808219 +2016-08-19 10:34:06,667 DEBUG: View 2 : 0.586575255102 +2016-08-19 10:34:06,855 DEBUG: View 4 : 0.505356273332 +2016-08-19 10:34:07,266 DEBUG: Best view : Clinic_ +2016-08-19 10:34:07,291 DEBUG: Start: Iteration 91 +2016-08-19 10:34:07,504 DEBUG: View 1 : 0.604583975347 +2016-08-19 10:34:07,514 DEBUG: View 0 : 0.589705882353 +2016-08-19 10:34:07,679 DEBUG: View 3 : 0.539285714286 +2016-08-19 10:34:07,775 DEBUG: View 2 : 0.635416666667 +2016-08-19 10:34:07,967 DEBUG: View 4 : 0.494902293968 +2016-08-19 10:34:08,360 DEBUG: Best view : RNASeq_ +2016-08-19 10:34:08,385 DEBUG: Start: Iteration 92 +2016-08-19 10:34:08,593 DEBUG: View 1 : 0.571917808219 +2016-08-19 10:34:08,602 DEBUG: View 0 : 0.511895321174 +2016-08-19 10:34:08,768 DEBUG: View 3 : 0.535820895522 +2016-08-19 10:34:08,869 DEBUG: View 2 : 0.571765498652 +2016-08-19 10:34:09,062 DEBUG: View 4 : 0.591006097561 +2016-08-19 10:34:09,455 DEBUG: Best view : RNASeq_ +2016-08-19 10:34:09,480 DEBUG: Start: Iteration 93 +2016-08-19 10:34:09,696 DEBUG: View 1 : 0.611979675591 +2016-08-19 10:34:09,706 DEBUG: View 0 : 0.426617873652 +2016-08-19 10:34:09,875 DEBUG: View 3 : 0.552615525393 +2016-08-19 10:34:09,977 DEBUG: View 2 : 0.570916577703 +2016-08-19 10:34:10,162 DEBUG: View 4 : 0.592105263158 +2016-08-19 10:34:10,554 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:10,580 DEBUG: Start: Iteration 94 +2016-08-19 10:34:10,789 DEBUG: View 1 : 0.237897877984 +2016-08-19 10:34:10,799 DEBUG: View 0 : 0.521964285714 +2016-08-19 10:34:10,963 DEBUG: View 3 : 0.515916808149 +2016-08-19 10:34:11,072 DEBUG: View 2 : 0.596579476861 +2016-08-19 10:34:11,269 DEBUG: View 4 : 0.518792971734 +2016-08-19 10:34:11,663 DEBUG: Best view : RNASeq_ +2016-08-19 10:34:11,689 DEBUG: Start: Iteration 95 +2016-08-19 10:34:11,859 DEBUG: View 1 : 0.610694183865 +2016-08-19 10:34:11,869 DEBUG: View 0 : 0.469711893622 +2016-08-19 10:34:12,030 DEBUG: View 3 : 0.634199134199 +2016-08-19 10:34:12,158 DEBUG: View 2 : 0.581346423562 +2016-08-19 10:34:12,356 DEBUG: View 4 : 0.527090482211 +2016-08-19 10:34:12,775 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:12,801 DEBUG: Start: Iteration 96 +2016-08-19 10:34:13,006 DEBUG: View 1 : 0.5 +2016-08-19 10:34:13,016 DEBUG: View 0 : 0.481207028266 +2016-08-19 10:34:13,186 DEBUG: View 3 : 0.533856946774 +2016-08-19 10:34:13,293 DEBUG: View 2 : 0.549957519116 +2016-08-19 10:34:13,488 DEBUG: View 4 : 0.578711704635 +2016-08-19 10:34:13,876 DEBUG: Best view : MRNASeq +2016-08-19 10:34:13,904 DEBUG: Start: Iteration 97 +2016-08-19 10:34:14,082 DEBUG: View 1 : 0.517518248175 +2016-08-19 10:34:14,098 DEBUG: View 0 : 0.5 +2016-08-19 10:34:14,261 DEBUG: View 3 : 0.510556915545 +2016-08-19 10:34:14,364 DEBUG: View 2 : 0.542105263158 +2016-08-19 10:34:14,546 DEBUG: View 4 : 0.583333333333 +2016-08-19 10:34:14,984 DEBUG: Best view : MRNASeq +2016-08-19 10:34:15,011 DEBUG: Start: Iteration 98 +2016-08-19 10:34:15,222 DEBUG: View 1 : 0.533434650456 +2016-08-19 10:34:15,232 DEBUG: View 0 : 0.422000987329 +2016-08-19 10:34:15,397 DEBUG: View 3 : 0.604576167076 +2016-08-19 10:34:15,527 DEBUG: View 2 : 0.575243243243 +2016-08-19 10:34:15,732 DEBUG: View 4 : 0.533819628647 +2016-08-19 10:34:16,095 DEBUG: Best view : RNASeq_ +2016-08-19 10:34:16,121 DEBUG: Start: Iteration 99 +2016-08-19 10:34:16,328 DEBUG: View 1 : 0.588207694714 +2016-08-19 10:34:16,343 DEBUG: View 0 : 0.560682680152 +2016-08-19 10:34:16,504 DEBUG: View 3 : 0.590880253767 +2016-08-19 10:34:16,604 DEBUG: View 2 : 0.510978428351 +2016-08-19 10:34:16,796 DEBUG: View 4 : 0.544474393531 +2016-08-19 10:34:17,196 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:17,223 DEBUG: Start: Iteration 100 +2016-08-19 10:34:17,432 DEBUG: View 1 : 0.223805855162 +2016-08-19 10:34:17,442 DEBUG: View 0 : 0.565625 +2016-08-19 10:34:17,606 DEBUG: View 3 : 0.524742268041 +2016-08-19 10:34:17,742 DEBUG: View 2 : 0.569264069264 +2016-08-19 10:34:17,935 DEBUG: View 4 : 0.522429906542 +2016-08-19 10:34:18,312 DEBUG: Best view : Methyl_ +2016-08-19 10:34:18,340 INFO: Start: Classification +2016-08-19 10:34:35,699 INFO: Done: Fold number 1 +2016-08-19 10:34:35,699 INFO: Start: Fold number 2 +2016-08-19 10:34:35,759 DEBUG: Start: Iteration 1 +2016-08-19 10:34:35,972 DEBUG: View 1 : 0.550574712644 +2016-08-19 10:34:35,981 DEBUG: View 0 : 0.1875 +2016-08-19 10:34:36,147 DEBUG: View 3 : 0.1875 +2016-08-19 10:34:36,246 DEBUG: View 2 : 0.506666666667 +2016-08-19 10:34:36,356 DEBUG: View 4 : 0.1875 +2016-08-19 10:34:36,459 DEBUG: Best view : Methyl_ +2016-08-19 10:34:36,464 DEBUG: Start: Iteration 2 +2016-08-19 10:34:36,644 DEBUG: View 1 : 0.598566308244 +2016-08-19 10:34:36,652 DEBUG: View 0 : 0.763157894737 +2016-08-19 10:34:36,816 DEBUG: View 3 : 0.529013539652 +2016-08-19 10:34:36,922 DEBUG: View 2 : 0.578125 +2016-08-19 10:34:37,116 DEBUG: View 4 : 0.619277885235 +2016-08-19 10:34:37,275 DEBUG: Best view : Methyl_ +2016-08-19 10:34:37,282 DEBUG: Start: Iteration 3 +2016-08-19 10:34:37,497 DEBUG: View 1 : 0.454751131222 +2016-08-19 10:34:37,513 DEBUG: View 0 : 0.464230965764 +2016-08-19 10:34:37,673 DEBUG: View 3 : 0.517470300489 +2016-08-19 10:34:37,774 DEBUG: View 2 : 0.606029435037 +2016-08-19 10:34:37,960 DEBUG: View 4 : 0.519047619048 +2016-08-19 10:34:38,087 DEBUG: Best view : RNASeq_ +2016-08-19 10:34:38,094 DEBUG: Start: Iteration 4 +2016-08-19 10:34:38,266 DEBUG: View 1 : 0.436231884058 +2016-08-19 10:34:38,275 DEBUG: View 0 : 0.4670995671 +2016-08-19 10:34:38,437 DEBUG: View 3 : 0.504723665564 +2016-08-19 10:34:38,541 DEBUG: View 2 : 0.558258541962 +2016-08-19 10:34:38,728 DEBUG: View 4 : 0.588874259381 +2016-08-19 10:34:38,808 DEBUG: Best view : MRNASeq +2016-08-19 10:34:38,815 DEBUG: Start: Iteration 5 +2016-08-19 10:34:39,030 DEBUG: View 1 : 0.747252747253 +2016-08-19 10:34:39,041 DEBUG: View 0 : 0.429467084639 +2016-08-19 10:34:39,201 DEBUG: View 3 : 0.5845475805 +2016-08-19 10:34:39,302 DEBUG: View 2 : 0.471715901948 +2016-08-19 10:34:39,491 DEBUG: View 4 : 0.550505050505 +2016-08-19 10:34:39,633 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:39,640 DEBUG: Start: Iteration 6 +2016-08-19 10:34:39,851 DEBUG: View 1 : 0.490125082291 +2016-08-19 10:34:39,860 DEBUG: View 0 : 0.519047619048 +2016-08-19 10:34:40,023 DEBUG: View 3 : 0.544182621502 +2016-08-19 10:34:40,122 DEBUG: View 2 : 0.508516436723 +2016-08-19 10:34:40,310 DEBUG: View 4 : 0.607923137668 +2016-08-19 10:34:40,464 DEBUG: Best view : MRNASeq +2016-08-19 10:34:40,471 DEBUG: Start: Iteration 7 +2016-08-19 10:34:40,680 DEBUG: View 1 : 0.550574712644 +2016-08-19 10:34:40,691 DEBUG: View 0 : 0.437888198758 +2016-08-19 10:34:40,851 DEBUG: View 3 : 0.552410901468 +2016-08-19 10:34:40,953 DEBUG: View 2 : 0.543041606887 +2016-08-19 10:34:41,143 DEBUG: View 4 : 0.641125024846 +2016-08-19 10:34:41,297 DEBUG: Best view : MRNASeq +2016-08-19 10:34:41,305 DEBUG: Start: Iteration 8 +2016-08-19 10:34:41,518 DEBUG: View 1 : 0.412959381044 +2016-08-19 10:34:41,529 DEBUG: View 0 : 0.532508127032 +2016-08-19 10:34:41,689 DEBUG: View 3 : 0.56804874189 +2016-08-19 10:34:41,792 DEBUG: View 2 : 0.586404514195 +2016-08-19 10:34:41,977 DEBUG: View 4 : 0.53861003861 +2016-08-19 10:34:42,129 DEBUG: Best view : RNASeq_ +2016-08-19 10:34:42,137 DEBUG: Start: Iteration 9 +2016-08-19 10:34:42,315 DEBUG: View 1 : 0.333142857143 +2016-08-19 10:34:42,324 DEBUG: View 0 : 0.50263227165 +2016-08-19 10:34:42,487 DEBUG: View 3 : 0.561818181818 +2016-08-19 10:34:42,583 DEBUG: View 2 : 0.526644804263 +2016-08-19 10:34:42,777 DEBUG: View 4 : 0.593488072211 +2016-08-19 10:34:42,968 DEBUG: Best view : MRNASeq +2016-08-19 10:34:42,976 DEBUG: Start: Iteration 10 +2016-08-19 10:34:43,136 DEBUG: View 1 : 0.421360937249 +2016-08-19 10:34:43,149 DEBUG: View 0 : 0.52331002331 +2016-08-19 10:34:43,308 DEBUG: View 3 : 0.5329004329 +2016-08-19 10:34:43,433 DEBUG: View 2 : 0.533333333333 +2016-08-19 10:34:43,627 DEBUG: View 4 : 0.55 +2016-08-19 10:34:43,803 DEBUG: Best view : MRNASeq +2016-08-19 10:34:43,811 DEBUG: Start: Iteration 11 +2016-08-19 10:34:44,018 DEBUG: View 1 : 0.517813765182 +2016-08-19 10:34:44,031 DEBUG: View 0 : 0.492186279106 +2016-08-19 10:34:44,194 DEBUG: View 3 : 0.581139261467 +2016-08-19 10:34:44,294 DEBUG: View 2 : 0.612152969296 +2016-08-19 10:34:44,487 DEBUG: View 4 : 0.5390625 +2016-08-19 10:34:44,649 DEBUG: Best view : RNASeq_ +2016-08-19 10:34:44,657 DEBUG: Start: Iteration 12 +2016-08-19 10:34:44,833 DEBUG: View 1 : 0.701276386843 +2016-08-19 10:34:44,842 DEBUG: View 0 : 0.544083935814 +2016-08-19 10:34:45,006 DEBUG: View 3 : 0.574404761905 +2016-08-19 10:34:45,112 DEBUG: View 2 : 0.613329735564 +2016-08-19 10:34:45,300 DEBUG: View 4 : 0.48789346247 +2016-08-19 10:34:45,491 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:45,500 DEBUG: Start: Iteration 13 +2016-08-19 10:34:45,661 DEBUG: View 1 : 0.816455696203 +2016-08-19 10:34:45,671 DEBUG: View 0 : 0.439467312349 +2016-08-19 10:34:45,833 DEBUG: View 3 : 0.599223468507 +2016-08-19 10:34:45,940 DEBUG: View 2 : 0.58036338225 +2016-08-19 10:34:46,127 DEBUG: View 4 : 0.51611863314 +2016-08-19 10:34:46,235 DEBUG: Best view : Clinic_ +2016-08-19 10:34:46,244 DEBUG: Start: Iteration 14 +2016-08-19 10:34:46,408 DEBUG: View 1 : 0.732631745529 +2016-08-19 10:34:46,420 DEBUG: View 0 : 0.505194805195 +2016-08-19 10:34:46,577 DEBUG: View 3 : 0.565447222688 +2016-08-19 10:34:46,708 DEBUG: View 2 : 0.473549638512 +2016-08-19 10:34:46,897 DEBUG: View 4 : 0.552083333333 +2016-08-19 10:34:47,087 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:47,096 DEBUG: Start: Iteration 15 +2016-08-19 10:34:47,312 DEBUG: View 1 : 0.598566308244 +2016-08-19 10:34:47,323 DEBUG: View 0 : 0.473333333333 +2016-08-19 10:34:47,484 DEBUG: View 3 : 0.547511877969 +2016-08-19 10:34:47,585 DEBUG: View 2 : 0.5329004329 +2016-08-19 10:34:47,774 DEBUG: View 4 : 0.529916548575 +2016-08-19 10:34:47,940 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:47,949 DEBUG: Start: Iteration 16 +2016-08-19 10:34:48,123 DEBUG: View 1 : 0.505194805195 +2016-08-19 10:34:48,133 DEBUG: View 0 : 0.526644804263 +2016-08-19 10:34:48,294 DEBUG: View 3 : 0.570993914807 +2016-08-19 10:34:48,395 DEBUG: View 2 : 0.67578125 +2016-08-19 10:34:48,588 DEBUG: View 4 : 0.609322202345 +2016-08-19 10:34:48,792 DEBUG: Best view : RNASeq_ +2016-08-19 10:34:48,802 DEBUG: Start: Iteration 17 +2016-08-19 10:34:48,968 DEBUG: View 1 : 0.754529767041 +2016-08-19 10:34:48,985 DEBUG: View 0 : 0.458625652096 +2016-08-19 10:34:49,145 DEBUG: View 3 : 0.56963562753 +2016-08-19 10:34:49,244 DEBUG: View 2 : 0.578872294009 +2016-08-19 10:34:49,435 DEBUG: View 4 : 0.652329749104 +2016-08-19 10:34:49,554 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:49,563 DEBUG: Start: Iteration 18 +2016-08-19 10:34:49,727 DEBUG: View 1 : 0.516189962223 +2016-08-19 10:34:49,737 DEBUG: View 0 : 0.485714285714 +2016-08-19 10:34:49,906 DEBUG: View 3 : 0.484286612194 +2016-08-19 10:34:50,007 DEBUG: View 2 : 0.554696046257 +2016-08-19 10:34:50,194 DEBUG: View 4 : 0.608628817381 +2016-08-19 10:34:50,319 DEBUG: Best view : MRNASeq +2016-08-19 10:34:50,329 DEBUG: Start: Iteration 19 +2016-08-19 10:34:50,541 DEBUG: View 1 : 0.666340508806 +2016-08-19 10:34:50,559 DEBUG: View 0 : 0.542791310072 +2016-08-19 10:34:50,717 DEBUG: View 3 : 0.547272727273 +2016-08-19 10:34:50,820 DEBUG: View 2 : 0.559412132583 +2016-08-19 10:34:51,010 DEBUG: View 4 : 0.550505050505 +2016-08-19 10:34:51,183 DEBUG: Best view : Clinic_ +2016-08-19 10:34:51,193 DEBUG: Start: Iteration 20 +2016-08-19 10:34:51,357 DEBUG: View 1 : 0.50263227165 +2016-08-19 10:34:51,369 DEBUG: View 0 : 0.579699953118 +2016-08-19 10:34:51,530 DEBUG: View 3 : 0.672032021802 +2016-08-19 10:34:51,663 DEBUG: View 2 : 0.507501875469 +2016-08-19 10:34:51,855 DEBUG: View 4 : 0.515873015873 +2016-08-19 10:34:52,045 DEBUG: Best view : Clinic_ +2016-08-19 10:34:52,056 DEBUG: Start: Iteration 21 +2016-08-19 10:34:52,215 DEBUG: View 1 : 0.550574712644 +2016-08-19 10:34:52,228 DEBUG: View 0 : 0.541374347904 +2016-08-19 10:34:52,386 DEBUG: View 3 : 0.565447222688 +2016-08-19 10:34:52,485 DEBUG: View 2 : 0.482186234818 +2016-08-19 10:34:52,684 DEBUG: View 4 : 0.411616161616 +2016-08-19 10:34:52,819 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:52,830 DEBUG: Start: Iteration 22 +2016-08-19 10:34:53,042 DEBUG: View 1 : 0.492175273865 +2016-08-19 10:34:53,061 DEBUG: View 0 : 0.534569453174 +2016-08-19 10:34:53,222 DEBUG: View 3 : 0.582825441475 +2016-08-19 10:34:53,322 DEBUG: View 2 : 0.534008097166 +2016-08-19 10:34:53,511 DEBUG: View 4 : 0.526041666667 +2016-08-19 10:34:53,697 DEBUG: Best view : Clinic_ +2016-08-19 10:34:53,708 DEBUG: Start: Iteration 23 +2016-08-19 10:34:53,918 DEBUG: View 1 : 0.607372942019 +2016-08-19 10:34:53,929 DEBUG: View 0 : 0.492186279106 +2016-08-19 10:34:54,088 DEBUG: View 3 : 0.547511877969 +2016-08-19 10:34:54,191 DEBUG: View 2 : 0.538597080047 +2016-08-19 10:34:54,379 DEBUG: View 4 : 0.547511877969 +2016-08-19 10:34:54,578 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:54,589 DEBUG: Start: Iteration 24 +2016-08-19 10:34:54,807 DEBUG: View 1 : 0.568027210884 +2016-08-19 10:34:54,819 DEBUG: View 0 : 0.547272727273 +2016-08-19 10:34:54,985 DEBUG: View 3 : 0.475522500471 +2016-08-19 10:34:55,085 DEBUG: View 2 : 0.555765425436 +2016-08-19 10:34:55,274 DEBUG: View 4 : 0.606382978723 +2016-08-19 10:34:55,457 DEBUG: Best view : MRNASeq +2016-08-19 10:34:55,468 DEBUG: Start: Iteration 25 +2016-08-19 10:34:55,685 DEBUG: View 1 : 0.532727272727 +2016-08-19 10:34:55,697 DEBUG: View 0 : 0.542791310072 +2016-08-19 10:34:55,855 DEBUG: View 3 : 0.582735797022 +2016-08-19 10:34:55,956 DEBUG: View 2 : 0.532850241546 +2016-08-19 10:34:56,152 DEBUG: View 4 : 0.550837883638 +2016-08-19 10:34:56,344 DEBUG: Best view : Clinic_ +2016-08-19 10:34:56,356 DEBUG: Start: Iteration 26 +2016-08-19 10:34:56,568 DEBUG: View 1 : 0.342180774749 +2016-08-19 10:34:56,579 DEBUG: View 0 : 0.50403551251 +2016-08-19 10:34:56,740 DEBUG: View 3 : 0.579058650487 +2016-08-19 10:34:56,839 DEBUG: View 2 : 0.525 +2016-08-19 10:34:57,027 DEBUG: View 4 : 0.471014492754 +2016-08-19 10:34:57,237 DEBUG: Best view : Clinic_ +2016-08-19 10:34:57,249 DEBUG: Start: Iteration 27 +2016-08-19 10:34:57,423 DEBUG: View 1 : 0.518181818182 +2016-08-19 10:34:57,434 DEBUG: View 0 : 0.534569453174 +2016-08-19 10:34:57,593 DEBUG: View 3 : 0.574168255986 +2016-08-19 10:34:57,696 DEBUG: View 2 : 0.498395121168 +2016-08-19 10:34:57,884 DEBUG: View 4 : 0.525172008726 +2016-08-19 10:34:58,021 DEBUG: Best view : Clinic_ +2016-08-19 10:34:58,033 DEBUG: Start: Iteration 28 +2016-08-19 10:34:58,218 DEBUG: View 1 : 0.597435897436 +2016-08-19 10:34:58,230 DEBUG: View 0 : 0.554112554113 +2016-08-19 10:34:58,388 DEBUG: View 3 : 0.526041666667 +2016-08-19 10:34:58,490 DEBUG: View 2 : 0.568922305764 +2016-08-19 10:34:58,680 DEBUG: View 4 : 0.531328320802 +2016-08-19 10:34:58,912 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:58,924 DEBUG: Start: Iteration 29 +2016-08-19 10:34:59,095 DEBUG: View 1 : 0.763532763533 +2016-08-19 10:34:59,106 DEBUG: View 0 : 0.526644804263 +2016-08-19 10:34:59,268 DEBUG: View 3 : 0.56963562753 +2016-08-19 10:34:59,372 DEBUG: View 2 : 0.558190795274 +2016-08-19 10:34:59,563 DEBUG: View 4 : 0.588874259381 +2016-08-19 10:34:59,808 DEBUG: Best view : MiRNA__ +2016-08-19 10:34:59,820 DEBUG: Start: Iteration 30 +2016-08-19 10:35:00,033 DEBUG: View 1 : 0.416666666667 +2016-08-19 10:35:00,045 DEBUG: View 0 : 0.687242145351 +2016-08-19 10:35:00,203 DEBUG: View 3 : 0.596547209949 +2016-08-19 10:35:00,305 DEBUG: View 2 : 0.55991902834 +2016-08-19 10:35:00,490 DEBUG: View 4 : 0.513020833333 +2016-08-19 10:35:00,707 DEBUG: Best view : Methyl_ +2016-08-19 10:35:00,720 DEBUG: Start: Iteration 31 +2016-08-19 10:35:00,898 DEBUG: View 1 : 0.65406162465 +2016-08-19 10:35:00,909 DEBUG: View 0 : 0.505740528129 +2016-08-19 10:35:01,071 DEBUG: View 3 : 0.568922305764 +2016-08-19 10:35:01,173 DEBUG: View 2 : 0.594685990338 +2016-08-19 10:35:01,357 DEBUG: View 4 : 0.511930326891 +2016-08-19 10:35:01,605 DEBUG: Best view : MiRNA__ +2016-08-19 10:35:01,618 DEBUG: Start: Iteration 32 +2016-08-19 10:35:01,780 DEBUG: View 1 : 0.598039215686 +2016-08-19 10:35:01,792 DEBUG: View 0 : 0.424242424242 +2016-08-19 10:35:01,951 DEBUG: View 3 : 0.560606060606 +2016-08-19 10:35:02,048 DEBUG: View 2 : 0.65 +2016-08-19 10:35:02,240 DEBUG: View 4 : 0.622292103424 +2016-08-19 10:35:02,414 DEBUG: Best view : MRNASeq +2016-08-19 10:35:02,427 DEBUG: Start: Iteration 33 +2016-08-19 10:35:02,638 DEBUG: View 1 : 0.509520787052 +2016-08-19 10:35:02,650 DEBUG: View 0 : 0.450419527079 +2016-08-19 10:35:02,810 DEBUG: View 3 : 0.550505050505 +2016-08-19 10:35:02,911 DEBUG: View 2 : 0.5362080316 +2016-08-19 10:35:03,099 DEBUG: View 4 : 0.595907928389 +2016-08-19 10:35:03,319 DEBUG: Best view : MRNASeq +2016-08-19 10:35:03,332 DEBUG: Start: Iteration 34 +2016-08-19 10:35:03,544 DEBUG: View 1 : 0.681598062954 +2016-08-19 10:35:03,557 DEBUG: View 0 : 0.490585577104 +2016-08-19 10:35:03,721 DEBUG: View 3 : 0.521367521368 +2016-08-19 10:35:03,825 DEBUG: View 2 : 0.476529494602 +2016-08-19 10:35:04,017 DEBUG: View 4 : 0.55943840951 +2016-08-19 10:35:04,219 DEBUG: Best view : MiRNA__ +2016-08-19 10:35:04,232 DEBUG: Start: Iteration 35 +2016-08-19 10:35:04,441 DEBUG: View 1 : 0.570422535211 +2016-08-19 10:35:04,453 DEBUG: View 0 : 0.538518518519 +2016-08-19 10:35:04,617 DEBUG: View 3 : 0.55859375 +2016-08-19 10:35:04,717 DEBUG: View 2 : 0.541952707857 +2016-08-19 10:35:04,909 DEBUG: View 4 : 0.513913734844 +2016-08-19 10:35:05,124 DEBUG: Best view : Clinic_ +2016-08-19 10:35:05,137 DEBUG: Start: Iteration 36 +2016-08-19 10:35:05,353 DEBUG: View 1 : 0.534909552523 +2016-08-19 10:35:05,370 DEBUG: View 0 : 0.611075848937 +2016-08-19 10:35:05,535 DEBUG: View 3 : 0.661568627451 +2016-08-19 10:35:05,640 DEBUG: View 2 : 0.520315674324 +2016-08-19 10:35:05,863 DEBUG: View 4 : 0.58036338225 +2016-08-19 10:35:06,034 DEBUG: Best view : Clinic_ +2016-08-19 10:35:06,048 DEBUG: Start: Iteration 37 +2016-08-19 10:35:06,267 DEBUG: View 1 : 0.542857142857 +2016-08-19 10:35:06,304 DEBUG: View 0 : 0.516903313049 +2016-08-19 10:35:06,457 DEBUG: View 3 : 0.511746937406 +2016-08-19 10:35:06,571 DEBUG: View 2 : 0.613329735564 +2016-08-19 10:35:06,762 DEBUG: View 4 : 0.561023314035 +2016-08-19 10:35:06,953 DEBUG: Best view : RNASeq_ +2016-08-19 10:35:06,967 DEBUG: Start: Iteration 38 +2016-08-19 10:35:07,190 DEBUG: View 1 : 0.516666666667 +2016-08-19 10:35:07,203 DEBUG: View 0 : 0.539123630673 +2016-08-19 10:35:07,362 DEBUG: View 3 : 0.587719298246 +2016-08-19 10:35:07,499 DEBUG: View 2 : 0.583456062838 +2016-08-19 10:35:07,686 DEBUG: View 4 : 0.607428571429 +2016-08-19 10:35:07,881 DEBUG: Best view : MRNASeq +2016-08-19 10:35:07,895 DEBUG: Start: Iteration 39 +2016-08-19 10:35:08,058 DEBUG: View 1 : 0.547511877969 +2016-08-19 10:35:08,069 DEBUG: View 0 : 0.401960784314 +2016-08-19 10:35:08,230 DEBUG: View 3 : 0.549374588545 +2016-08-19 10:35:08,355 DEBUG: View 2 : 0.519493177388 +2016-08-19 10:35:08,551 DEBUG: View 4 : 0.616487455197 +2016-08-19 10:35:08,806 DEBUG: Best view : MRNASeq +2016-08-19 10:35:08,821 DEBUG: Start: Iteration 40 +2016-08-19 10:35:09,033 DEBUG: View 1 : 0.677865612648 +2016-08-19 10:35:09,045 DEBUG: View 0 : 0.504314063848 +2016-08-19 10:35:09,205 DEBUG: View 3 : 0.67798286091 +2016-08-19 10:35:09,305 DEBUG: View 2 : 0.654707044108 +2016-08-19 10:35:09,495 DEBUG: View 4 : 0.550837883638 +2016-08-19 10:35:09,735 DEBUG: Best view : Clinic_ +2016-08-19 10:35:09,750 DEBUG: Start: Iteration 41 +2016-08-19 10:35:09,922 DEBUG: View 1 : 0.488851727982 +2016-08-19 10:35:09,934 DEBUG: View 0 : 0.586404514195 +2016-08-19 10:35:10,093 DEBUG: View 3 : 0.552083333333 +2016-08-19 10:35:10,233 DEBUG: View 2 : 0.612152969296 +2016-08-19 10:35:10,419 DEBUG: View 4 : 0.516666666667 +2016-08-19 10:35:10,663 DEBUG: Best view : RNASeq_ +2016-08-19 10:35:10,678 DEBUG: Start: Iteration 42 +2016-08-19 10:35:10,854 DEBUG: View 1 : 0.51024800164 +2016-08-19 10:35:10,866 DEBUG: View 0 : 0.513793103448 +2016-08-19 10:35:11,028 DEBUG: View 3 : 0.50626566416 +2016-08-19 10:35:11,127 DEBUG: View 2 : 0.494890137966 +2016-08-19 10:35:11,314 DEBUG: View 4 : 0.518000327279 +2016-08-19 10:35:11,499 DEBUG: Best view : Methyl_ +2016-08-19 10:35:11,515 DEBUG: Start: Iteration 43 +2016-08-19 10:35:11,734 DEBUG: View 1 : 0.62 +2016-08-19 10:35:11,746 DEBUG: View 0 : 0.465991902834 +2016-08-19 10:35:11,907 DEBUG: View 3 : 0.50193236715 +2016-08-19 10:35:12,011 DEBUG: View 2 : 0.506393861893 +2016-08-19 10:35:12,201 DEBUG: View 4 : 0.547619047619 +2016-08-19 10:35:12,442 DEBUG: Best view : MiRNA__ +2016-08-19 10:35:12,457 DEBUG: Start: Iteration 44 +2016-08-19 10:35:12,669 DEBUG: View 1 : 0.631578947368 +2016-08-19 10:35:12,681 DEBUG: View 0 : 0.379644165358 +2016-08-19 10:35:12,841 DEBUG: View 3 : 0.530425963489 +2016-08-19 10:35:12,938 DEBUG: View 2 : 0.507122507123 +2016-08-19 10:35:13,130 DEBUG: View 4 : 0.529692139397 +2016-08-19 10:35:13,379 DEBUG: Best view : MiRNA__ +2016-08-19 10:35:13,394 DEBUG: Start: Iteration 45 +2016-08-19 10:35:13,603 DEBUG: View 1 : 0.568493150685 +2016-08-19 10:35:13,615 DEBUG: View 0 : 0.50193236715 +2016-08-19 10:35:13,784 DEBUG: View 3 : 0.608628817381 +2016-08-19 10:35:13,885 DEBUG: View 2 : 0.587040618956 +2016-08-19 10:35:14,076 DEBUG: View 4 : 0.539184952978 +2016-08-19 10:35:14,330 DEBUG: Best view : Clinic_ +2016-08-19 10:35:14,346 DEBUG: Start: Iteration 46 +2016-08-19 10:35:14,556 DEBUG: View 1 : 0.511930326891 +2016-08-19 10:35:14,568 DEBUG: View 0 : 0.5329004329 +2016-08-19 10:35:14,730 DEBUG: View 3 : 0.474747474747 +2016-08-19 10:35:14,846 DEBUG: View 2 : 0.571919949969 +2016-08-19 10:35:15,037 DEBUG: View 4 : 0.536319612591 +2016-08-19 10:35:15,273 DEBUG: Best view : RNASeq_ +2016-08-19 10:35:15,289 DEBUG: Start: Iteration 47 +2016-08-19 10:35:15,512 DEBUG: View 1 : 0.596027113538 +2016-08-19 10:35:15,524 DEBUG: View 0 : 0.489019607843 +2016-08-19 10:35:15,688 DEBUG: View 3 : 0.679175118323 +2016-08-19 10:35:15,791 DEBUG: View 2 : 0.552556139513 +2016-08-19 10:35:15,978 DEBUG: View 4 : 0.52 +2016-08-19 10:35:16,225 DEBUG: Best view : Clinic_ +2016-08-19 10:35:16,241 DEBUG: Start: Iteration 48 +2016-08-19 10:35:16,453 DEBUG: View 1 : 0.763408441765 +2016-08-19 10:35:16,464 DEBUG: View 0 : 0.467491872968 +2016-08-19 10:35:16,621 DEBUG: View 3 : 0.50626566416 +2016-08-19 10:35:16,723 DEBUG: View 2 : 0.603900528019 +2016-08-19 10:35:16,907 DEBUG: View 4 : 0.547619047619 +2016-08-19 10:35:17,183 DEBUG: Best view : MiRNA__ +2016-08-19 10:35:17,199 DEBUG: Start: Iteration 49 +2016-08-19 10:35:17,371 DEBUG: View 1 : 0.549857549858 +2016-08-19 10:35:17,380 DEBUG: View 0 : 0.467182372246 +2016-08-19 10:35:17,544 DEBUG: View 3 : 0.444890568414 +2016-08-19 10:35:17,646 DEBUG: View 2 : 0.571919949969 +2016-08-19 10:35:17,839 DEBUG: View 4 : 0.6125 +2016-08-19 10:35:18,143 DEBUG: Best view : MRNASeq +2016-08-19 10:35:18,159 DEBUG: Start: Iteration 50 +2016-08-19 10:35:18,381 DEBUG: View 1 : 0.743669374104 +2016-08-19 10:35:18,392 DEBUG: View 0 : 0.510482180294 +2016-08-19 10:35:18,550 DEBUG: View 3 : 0.6625 +2016-08-19 10:35:18,652 DEBUG: View 2 : 0.568027210884 +2016-08-19 10:35:18,843 DEBUG: View 4 : 0.525 +2016-08-19 10:35:19,102 DEBUG: Best view : MiRNA__ +2016-08-19 10:35:19,118 DEBUG: Start: Iteration 51 +2016-08-19 10:35:19,330 DEBUG: View 1 : 0.431318681319 +2016-08-19 10:35:19,348 DEBUG: View 0 : 0.52331002331 +2016-08-19 10:35:19,514 DEBUG: View 3 : 0.608695652174 +2016-08-19 10:35:19,616 DEBUG: View 2 : 0.561617968595 +2016-08-19 10:35:19,799 DEBUG: View 4 : 0.593488072211 +2016-08-19 10:35:20,062 DEBUG: Best view : MRNASeq +2016-08-19 10:35:20,079 DEBUG: Start: Iteration 52 +2016-08-19 10:35:20,289 DEBUG: View 1 : 0.416666666667 +2016-08-19 10:35:20,300 DEBUG: View 0 : 0.495311767464 +2016-08-19 10:35:20,461 DEBUG: View 3 : 0.551635111876 +2016-08-19 10:35:20,566 DEBUG: View 2 : 0.552556139513 +2016-08-19 10:35:20,751 DEBUG: View 4 : 0.537878787879 +2016-08-19 10:35:21,026 DEBUG: Best view : RNASeq_ +2016-08-19 10:35:21,043 DEBUG: Start: Iteration 53 +2016-08-19 10:35:21,207 DEBUG: View 1 : 0.581967213115 +2016-08-19 10:35:21,224 DEBUG: View 0 : 0.559903381643 +2016-08-19 10:35:21,384 DEBUG: View 3 : 0.5375 +2016-08-19 10:35:21,485 DEBUG: View 2 : 0.493333333333 +2016-08-19 10:35:21,668 DEBUG: View 4 : 0.495685936152 +2016-08-19 10:35:21,890 DEBUG: Best view : MiRNA__ +2016-08-19 10:35:21,907 DEBUG: Start: Iteration 54 +2016-08-19 10:35:22,118 DEBUG: View 1 : 0.555991041433 +2016-08-19 10:35:22,131 DEBUG: View 0 : 0.461057593769 +2016-08-19 10:35:22,289 DEBUG: View 3 : 0.472527472527 +2016-08-19 10:35:22,391 DEBUG: View 2 : 0.52017756255 +2016-08-19 10:35:22,582 DEBUG: View 4 : 0.593420791095 +2016-08-19 10:35:22,865 DEBUG: Best view : MRNASeq +2016-08-19 10:35:22,883 DEBUG: Start: Iteration 55 +2016-08-19 10:35:23,062 DEBUG: View 1 : 0.56751687922 +2016-08-19 10:35:23,074 DEBUG: View 0 : 0.580302314596 +2016-08-19 10:35:23,233 DEBUG: View 3 : 0.5270743749 +2016-08-19 10:35:23,334 DEBUG: View 2 : 0.541374347904 +2016-08-19 10:35:23,524 DEBUG: View 4 : 0.458046652123 +2016-08-19 10:35:23,838 DEBUG: Best view : MiRNA__ +2016-08-19 10:35:23,855 DEBUG: Start: Iteration 56 +2016-08-19 10:35:24,027 DEBUG: View 1 : 0.45 +2016-08-19 10:35:24,044 DEBUG: View 0 : 0.527506876719 +2016-08-19 10:35:24,208 DEBUG: View 3 : 0.472527472527 +2016-08-19 10:35:24,315 DEBUG: View 2 : 0.586867654573 +2016-08-19 10:35:24,508 DEBUG: View 4 : 0.6 +2016-08-19 10:35:24,815 DEBUG: Best view : MRNASeq +2016-08-19 10:35:24,833 DEBUG: Start: Iteration 57 +2016-08-19 10:35:25,012 DEBUG: View 1 : 0.555991041433 +2016-08-19 10:35:25,024 DEBUG: View 0 : 0.526983270372 +2016-08-19 10:35:25,184 DEBUG: View 3 : 0.517813765182 +2016-08-19 10:35:25,285 DEBUG: View 2 : 0.541952707857 +2016-08-19 10:35:25,472 DEBUG: View 4 : 0.579699953118 +2016-08-19 10:35:25,798 DEBUG: Best view : MRNASeq +2016-08-19 10:35:25,816 DEBUG: Start: Iteration 58 +2016-08-19 10:35:26,027 DEBUG: View 1 : 0.545893337553 +2016-08-19 10:35:26,039 DEBUG: View 0 : 0.526983270372 +2016-08-19 10:35:26,200 DEBUG: View 3 : 0.570323488045 +2016-08-19 10:35:26,306 DEBUG: View 2 : 0.518000327279 +2016-08-19 10:35:26,500 DEBUG: View 4 : 0.567892035105 +2016-08-19 10:35:26,776 DEBUG: Best view : MRNASeq +2016-08-19 10:35:26,794 DEBUG: Start: Iteration 59 +2016-08-19 10:35:26,958 DEBUG: View 1 : 0.256330625896 +2016-08-19 10:35:26,970 DEBUG: View 0 : 0.51953125 +2016-08-19 10:35:27,129 DEBUG: View 3 : 0.566666666667 +2016-08-19 10:35:27,227 DEBUG: View 2 : 0.52017756255 +2016-08-19 10:35:27,421 DEBUG: View 4 : 0.544642857143 +2016-08-19 10:35:27,661 DEBUG: Best view : MRNASeq +2016-08-19 10:35:27,680 DEBUG: Start: Iteration 60 +2016-08-19 10:35:27,890 DEBUG: View 1 : 0.40990990991 +2016-08-19 10:35:27,901 DEBUG: View 0 : 0.4729256251 +2016-08-19 10:35:28,059 DEBUG: View 3 : 0.64157014157 +2016-08-19 10:35:28,159 DEBUG: View 2 : 0.552556139513 +2016-08-19 10:35:28,346 DEBUG: View 4 : 0.597402597403 +2016-08-19 10:35:28,654 DEBUG: Best view : Clinic_ +2016-08-19 10:35:28,673 DEBUG: Start: Iteration 61 +2016-08-19 10:35:28,849 DEBUG: View 1 : 0.772596843615 +2016-08-19 10:35:28,860 DEBUG: View 0 : 0.619047619048 +2016-08-19 10:35:29,021 DEBUG: View 3 : 0.583456062838 +2016-08-19 10:35:29,122 DEBUG: View 2 : 0.560606060606 +2016-08-19 10:35:29,313 DEBUG: View 4 : 0.538597080047 +2016-08-19 10:35:29,648 DEBUG: Best view : MiRNA__ +2016-08-19 10:35:29,667 DEBUG: Start: Iteration 62 +2016-08-19 10:35:29,877 DEBUG: View 1 : 0.651515151515 +2016-08-19 10:35:29,888 DEBUG: View 0 : 0.50263227165 +2016-08-19 10:35:30,046 DEBUG: View 3 : 0.611075848937 +2016-08-19 10:35:30,149 DEBUG: View 2 : 0.516 +2016-08-19 10:35:30,336 DEBUG: View 4 : 0.520567667626 +2016-08-19 10:35:30,648 DEBUG: Best view : Clinic_ +2016-08-19 10:35:30,668 DEBUG: Start: Iteration 63 +2016-08-19 10:35:30,888 DEBUG: View 1 : 0.471014492754 +2016-08-19 10:35:30,899 DEBUG: View 0 : 0.552556139513 +2016-08-19 10:35:31,058 DEBUG: View 3 : 0.50466853408 +2016-08-19 10:35:31,159 DEBUG: View 2 : 0.565447222688 +2016-08-19 10:35:31,350 DEBUG: View 4 : 0.503223726628 +2016-08-19 10:35:31,654 DEBUG: Best view : RNASeq_ +2016-08-19 10:35:31,674 DEBUG: Start: Iteration 64 +2016-08-19 10:35:31,887 DEBUG: View 1 : 0.581967213115 +2016-08-19 10:35:31,899 DEBUG: View 0 : 0.491902834008 +2016-08-19 10:35:32,060 DEBUG: View 3 : 0.615207373272 +2016-08-19 10:35:32,162 DEBUG: View 2 : 0.606382978723 +2016-08-19 10:35:32,350 DEBUG: View 4 : 0.496708360764 +2016-08-19 10:35:32,658 DEBUG: Best view : Clinic_ +2016-08-19 10:35:32,678 DEBUG: Start: Iteration 65 +2016-08-19 10:35:32,838 DEBUG: View 1 : 0.509520787052 +2016-08-19 10:35:32,856 DEBUG: View 0 : 0.532727272727 +2016-08-19 10:35:33,016 DEBUG: View 3 : 0.52 +2016-08-19 10:35:33,117 DEBUG: View 2 : 0.56431372549 +2016-08-19 10:35:33,310 DEBUG: View 4 : 0.552571428571 +2016-08-19 10:35:33,558 DEBUG: Best view : MRNASeq +2016-08-19 10:35:33,577 DEBUG: Start: Iteration 66 +2016-08-19 10:35:33,743 DEBUG: View 1 : 0.624137931034 +2016-08-19 10:35:33,755 DEBUG: View 0 : 0.535612535613 +2016-08-19 10:35:33,915 DEBUG: View 3 : 0.632172791747 +2016-08-19 10:35:34,021 DEBUG: View 2 : 0.568922305764 +2016-08-19 10:35:34,211 DEBUG: View 4 : 0.5390625 +2016-08-19 10:35:34,469 DEBUG: Best view : Clinic_ +2016-08-19 10:35:34,489 DEBUG: Start: Iteration 67 +2016-08-19 10:35:34,702 DEBUG: View 1 : 0.474747474747 +2016-08-19 10:35:34,714 DEBUG: View 0 : 0.529692139397 +2016-08-19 10:35:34,880 DEBUG: View 3 : 0.574404761905 +2016-08-19 10:35:34,982 DEBUG: View 2 : 0.549395332993 +2016-08-19 10:35:35,167 DEBUG: View 4 : 0.557208237986 +2016-08-19 10:35:35,481 DEBUG: Best view : Clinic_ +2016-08-19 10:35:35,501 DEBUG: Start: Iteration 68 +2016-08-19 10:35:35,718 DEBUG: View 1 : 0.514285714286 +2016-08-19 10:35:35,730 DEBUG: View 0 : 0.465991902834 +2016-08-19 10:35:35,889 DEBUG: View 3 : 0.482186234818 +2016-08-19 10:35:35,991 DEBUG: View 2 : 0.572463768116 +2016-08-19 10:35:36,176 DEBUG: View 4 : 0.554858934169 +2016-08-19 10:35:36,494 DEBUG: Best view : RNASeq_ +2016-08-19 10:35:36,515 DEBUG: Start: Iteration 69 +2016-08-19 10:35:36,725 DEBUG: View 1 : 0.480224126566 +2016-08-19 10:35:36,742 DEBUG: View 0 : 0.439453444608 +2016-08-19 10:35:36,901 DEBUG: View 3 : 0.56804874189 +2016-08-19 10:35:37,036 DEBUG: View 2 : 0.574852683548 +2016-08-19 10:35:37,226 DEBUG: View 4 : 0.623611328431 +2016-08-19 10:35:37,512 DEBUG: Best view : MRNASeq +2016-08-19 10:35:37,533 DEBUG: Start: Iteration 70 +2016-08-19 10:35:37,744 DEBUG: View 1 : 0.631578947368 +2016-08-19 10:35:37,756 DEBUG: View 0 : 0.450419527079 +2016-08-19 10:35:37,921 DEBUG: View 3 : 0.529761904762 +2016-08-19 10:35:38,023 DEBUG: View 2 : 0.541374347904 +2016-08-19 10:35:38,213 DEBUG: View 4 : 0.593420791095 +2016-08-19 10:35:38,530 DEBUG: Best view : MRNASeq +2016-08-19 10:35:38,551 DEBUG: Start: Iteration 71 +2016-08-19 10:35:38,717 DEBUG: View 1 : 0.597435897436 +2016-08-19 10:35:38,727 DEBUG: View 0 : 0.496186117468 +2016-08-19 10:35:38,888 DEBUG: View 3 : 0.693650793651 +2016-08-19 10:35:38,987 DEBUG: View 2 : 0.557273768614 +2016-08-19 10:35:39,181 DEBUG: View 4 : 0.572281583909 +2016-08-19 10:35:39,454 DEBUG: Best view : Clinic_ +2016-08-19 10:35:39,475 DEBUG: Start: Iteration 72 +2016-08-19 10:35:39,687 DEBUG: View 1 : 0.34375 +2016-08-19 10:35:39,698 DEBUG: View 0 : 0.512942191544 +2016-08-19 10:35:39,861 DEBUG: View 3 : 0.545716557344 +2016-08-19 10:35:39,976 DEBUG: View 2 : 0.513913734844 +2016-08-19 10:35:40,167 DEBUG: View 4 : 0.528284098052 +2016-08-19 10:35:40,483 DEBUG: Best view : Clinic_ +2016-08-19 10:35:40,504 DEBUG: Start: Iteration 73 +2016-08-19 10:35:40,718 DEBUG: View 1 : 0.513793103448 +2016-08-19 10:35:40,729 DEBUG: View 0 : 0.554112554113 +2016-08-19 10:35:40,890 DEBUG: View 3 : 0.710476341193 +2016-08-19 10:35:40,992 DEBUG: View 2 : 0.568027210884 +2016-08-19 10:35:41,185 DEBUG: View 4 : 0.521367521368 +2016-08-19 10:35:41,515 DEBUG: Best view : Clinic_ +2016-08-19 10:35:41,536 DEBUG: Start: Iteration 74 +2016-08-19 10:35:41,752 DEBUG: View 1 : 0.48046875 +2016-08-19 10:35:41,764 DEBUG: View 0 : 0.510822510823 +2016-08-19 10:35:41,925 DEBUG: View 3 : 0.4875 +2016-08-19 10:35:42,027 DEBUG: View 2 : 0.54745540828 +2016-08-19 10:35:42,220 DEBUG: View 4 : 0.582417582418 +2016-08-19 10:35:42,558 DEBUG: Best view : MRNASeq +2016-08-19 10:35:42,580 DEBUG: Start: Iteration 75 +2016-08-19 10:35:42,797 DEBUG: View 1 : 0.747252747253 +2016-08-19 10:35:42,808 DEBUG: View 0 : 0.50263227165 +2016-08-19 10:35:42,969 DEBUG: View 3 : 0.657575757576 +2016-08-19 10:35:43,067 DEBUG: View 2 : 0.58036338225 +2016-08-19 10:35:43,258 DEBUG: View 4 : 0.568922305764 +2016-08-19 10:35:43,590 DEBUG: Best view : MiRNA__ +2016-08-19 10:35:43,612 DEBUG: Start: Iteration 76 +2016-08-19 10:35:43,821 DEBUG: View 1 : 0.581967213115 +2016-08-19 10:35:43,832 DEBUG: View 0 : 0.526041666667 +2016-08-19 10:35:43,993 DEBUG: View 3 : 0.561617968595 +2016-08-19 10:35:44,095 DEBUG: View 2 : 0.514903129657 +2016-08-19 10:35:44,281 DEBUG: View 4 : 0.544802867384 +2016-08-19 10:35:44,630 DEBUG: Best view : Clinic_ +2016-08-19 10:35:44,652 DEBUG: Start: Iteration 77 +2016-08-19 10:35:44,812 DEBUG: View 1 : 0.747252747253 +2016-08-19 10:35:44,823 DEBUG: View 0 : 0.51976284585 +2016-08-19 10:35:44,984 DEBUG: View 3 : 0.577519379845 +2016-08-19 10:35:45,085 DEBUG: View 2 : 0.598566308244 +2016-08-19 10:35:45,267 DEBUG: View 4 : 0.552571428571 +2016-08-19 10:35:45,570 DEBUG: Best view : MiRNA__ +2016-08-19 10:35:45,592 DEBUG: Start: Iteration 78 +2016-08-19 10:35:45,805 DEBUG: View 1 : 0.33967611336 +2016-08-19 10:35:45,817 DEBUG: View 0 : 0.544083935814 +2016-08-19 10:35:45,977 DEBUG: View 3 : 0.483333333333 +2016-08-19 10:35:46,080 DEBUG: View 2 : 0.507872775941 +2016-08-19 10:35:46,267 DEBUG: View 4 : 0.535612535613 +2016-08-19 10:35:46,608 DEBUG: Best view : MRNASeq +2016-08-19 10:35:46,630 DEBUG: Start: Iteration 79 +2016-08-19 10:35:46,842 DEBUG: View 1 : 0.550574712644 +2016-08-19 10:35:46,853 DEBUG: View 0 : 0.544757033248 +2016-08-19 10:35:47,015 DEBUG: View 3 : 0.633020344288 +2016-08-19 10:35:47,123 DEBUG: View 2 : 0.58036338225 +2016-08-19 10:35:47,312 DEBUG: View 4 : 0.533065658951 +2016-08-19 10:35:47,659 DEBUG: Best view : Clinic_ +2016-08-19 10:35:47,682 DEBUG: Start: Iteration 80 +2016-08-19 10:35:47,862 DEBUG: View 1 : 0.674456879526 +2016-08-19 10:35:47,871 DEBUG: View 0 : 0.429667519182 +2016-08-19 10:35:48,034 DEBUG: View 3 : 0.544182621502 +2016-08-19 10:35:48,134 DEBUG: View 2 : 0.575 +2016-08-19 10:35:48,325 DEBUG: View 4 : 0.602974828375 +2016-08-19 10:35:48,705 DEBUG: Best view : MiRNA__ +2016-08-19 10:35:48,728 DEBUG: Start: Iteration 81 +2016-08-19 10:35:48,937 DEBUG: View 1 : 0.763532763533 +2016-08-19 10:35:48,948 DEBUG: View 0 : 0.495685936152 +2016-08-19 10:35:49,109 DEBUG: View 3 : 0.563131313131 +2016-08-19 10:35:49,204 DEBUG: View 2 : 0.5875 +2016-08-19 10:35:49,397 DEBUG: View 4 : 0.544083935814 +2016-08-19 10:35:49,756 DEBUG: Best view : MiRNA__ +2016-08-19 10:35:49,778 DEBUG: Start: Iteration 82 +2016-08-19 10:35:49,949 DEBUG: View 1 : 0.34335839599 +2016-08-19 10:35:49,960 DEBUG: View 0 : 0.511930326891 +2016-08-19 10:35:50,122 DEBUG: View 3 : 0.570532915361 +2016-08-19 10:35:50,258 DEBUG: View 2 : 0.5 +2016-08-19 10:35:50,441 DEBUG: View 4 : 0.496186117468 +2016-08-19 10:35:50,803 DEBUG: Best view : Clinic_ +2016-08-19 10:35:50,826 DEBUG: Start: Iteration 83 +2016-08-19 10:35:51,037 DEBUG: View 1 : 0.73370638578 +2016-08-19 10:35:51,048 DEBUG: View 0 : 0.458091553836 +2016-08-19 10:35:51,211 DEBUG: View 3 : 0.504723665564 +2016-08-19 10:35:51,340 DEBUG: View 2 : 0.486473429952 +2016-08-19 10:35:51,531 DEBUG: View 4 : 0.541952707857 +2016-08-19 10:35:51,853 DEBUG: Best view : MiRNA__ +2016-08-19 10:35:51,876 DEBUG: Start: Iteration 84 +2016-08-19 10:35:52,092 DEBUG: View 1 : 0.329749103943 +2016-08-19 10:35:52,110 DEBUG: View 0 : 0.507501875469 +2016-08-19 10:35:52,268 DEBUG: View 3 : 0.513020833333 +2016-08-19 10:35:52,370 DEBUG: View 2 : 0.625026488663 +2016-08-19 10:35:52,551 DEBUG: View 4 : 0.522142735479 +2016-08-19 10:35:52,919 DEBUG: Best view : RNASeq_ +2016-08-19 10:35:52,942 DEBUG: Start: Iteration 85 +2016-08-19 10:35:53,103 DEBUG: View 1 : 0.695732675013 +2016-08-19 10:35:53,114 DEBUG: View 0 : 0.46890852561 +2016-08-19 10:35:53,275 DEBUG: View 3 : 0.785714285714 +2016-08-19 10:35:53,377 DEBUG: View 2 : 0.566387141859 +2016-08-19 10:35:53,565 DEBUG: View 4 : 0.507872775941 +2016-08-19 10:35:53,881 DEBUG: Best view : Clinic_ +2016-08-19 10:35:53,905 DEBUG: Start: Iteration 86 +2016-08-19 10:35:54,068 DEBUG: View 1 : 0.686891287181 +2016-08-19 10:35:54,079 DEBUG: View 0 : 0.58287779933 +2016-08-19 10:35:54,239 DEBUG: View 3 : 0.696647324307 +2016-08-19 10:35:54,342 DEBUG: View 2 : 0.582228561839 +2016-08-19 10:35:54,533 DEBUG: View 4 : 0.482529699511 +2016-08-19 10:35:54,844 DEBUG: Best view : Clinic_ +2016-08-19 10:35:54,868 DEBUG: Start: Iteration 87 +2016-08-19 10:35:55,027 DEBUG: View 1 : 0.493606138107 +2016-08-19 10:35:55,039 DEBUG: View 0 : 0.528702640643 +2016-08-19 10:35:55,200 DEBUG: View 3 : 0.588311688312 +2016-08-19 10:35:55,299 DEBUG: View 2 : 0.462121212121 +2016-08-19 10:35:55,492 DEBUG: View 4 : 0.554803352676 +2016-08-19 10:35:55,809 DEBUG: Best view : Clinic_ +2016-08-19 10:35:55,833 DEBUG: Start: Iteration 88 +2016-08-19 10:35:56,007 DEBUG: View 1 : 0.475926817525 +2016-08-19 10:35:56,016 DEBUG: View 0 : 0.524509803922 +2016-08-19 10:35:56,179 DEBUG: View 3 : 0.531328320802 +2016-08-19 10:35:56,280 DEBUG: View 2 : 0.555378419198 +2016-08-19 10:35:56,472 DEBUG: View 4 : 0.528284098052 +2016-08-19 10:35:56,880 DEBUG: Best view : Methyl_ +2016-08-19 10:35:56,904 DEBUG: Start: Iteration 89 +2016-08-19 10:35:57,065 DEBUG: View 1 : 0.613052415211 +2016-08-19 10:35:57,077 DEBUG: View 0 : 0.467491872968 +2016-08-19 10:35:57,244 DEBUG: View 3 : 0.717640320733 +2016-08-19 10:35:57,379 DEBUG: View 2 : 0.601107366394 +2016-08-19 10:35:57,569 DEBUG: View 4 : 0.573015873016 +2016-08-19 10:35:57,954 DEBUG: Best view : Clinic_ +2016-08-19 10:35:57,979 DEBUG: Start: Iteration 90 +2016-08-19 10:35:58,158 DEBUG: View 1 : 0.633020344288 +2016-08-19 10:35:58,169 DEBUG: View 0 : 0.518000327279 +2016-08-19 10:35:58,329 DEBUG: View 3 : 0.657142857143 +2016-08-19 10:35:58,432 DEBUG: View 2 : 0.54862745098 +2016-08-19 10:35:58,623 DEBUG: View 4 : 0.563131313131 +2016-08-19 10:35:59,031 DEBUG: Best view : Clinic_ +2016-08-19 10:35:59,056 DEBUG: Start: Iteration 91 +2016-08-19 10:35:59,265 DEBUG: View 1 : 0.568027210884 +2016-08-19 10:35:59,277 DEBUG: View 0 : 0.508516436723 +2016-08-19 10:35:59,442 DEBUG: View 3 : 0.476489028213 +2016-08-19 10:35:59,577 DEBUG: View 2 : 0.572463768116 +2016-08-19 10:35:59,763 DEBUG: View 4 : 0.544083935814 +2016-08-19 10:36:00,119 DEBUG: Best view : RNASeq_ +2016-08-19 10:36:00,144 DEBUG: Start: Iteration 92 +2016-08-19 10:36:00,353 DEBUG: View 1 : 0.5 +2016-08-19 10:36:00,372 DEBUG: View 0 : 0.559363194819 +2016-08-19 10:36:00,527 DEBUG: View 3 : 0.638620245003 +2016-08-19 10:36:00,635 DEBUG: View 2 : 0.537354427598 +2016-08-19 10:36:00,829 DEBUG: View 4 : 0.488851727982 +2016-08-19 10:36:01,206 DEBUG: Best view : Clinic_ +2016-08-19 10:36:01,231 DEBUG: Start: Iteration 93 +2016-08-19 10:36:01,439 DEBUG: View 1 : 0.73370638578 +2016-08-19 10:36:01,451 DEBUG: View 0 : 0.514880952381 +2016-08-19 10:36:01,610 DEBUG: View 3 : 0.538597080047 +2016-08-19 10:36:01,712 DEBUG: View 2 : 0.528150356019 +2016-08-19 10:36:01,898 DEBUG: View 4 : 0.565806791261 +2016-08-19 10:36:02,301 DEBUG: Best view : MiRNA__ +2016-08-19 10:36:02,326 DEBUG: Start: Iteration 94 +2016-08-19 10:36:02,541 DEBUG: View 1 : 0.597435897436 +2016-08-19 10:36:02,558 DEBUG: View 0 : 0.564069264069 +2016-08-19 10:36:02,718 DEBUG: View 3 : 0.702352941176 +2016-08-19 10:36:02,822 DEBUG: View 2 : 0.576923076923 +2016-08-19 10:36:03,011 DEBUG: View 4 : 0.529916548575 +2016-08-19 10:36:03,390 DEBUG: Best view : Clinic_ +2016-08-19 10:36:03,416 DEBUG: Start: Iteration 95 +2016-08-19 10:36:03,636 DEBUG: View 1 : 0.478354978355 +2016-08-19 10:36:03,647 DEBUG: View 0 : 0.687242145351 +2016-08-19 10:36:03,807 DEBUG: View 3 : 0.557208237986 +2016-08-19 10:36:03,908 DEBUG: View 2 : 0.611075848937 +2016-08-19 10:36:04,100 DEBUG: View 4 : 0.50626566416 +2016-08-19 10:36:04,493 DEBUG: Best view : Methyl_ +2016-08-19 10:36:04,520 DEBUG: Start: Iteration 96 +2016-08-19 10:36:04,734 DEBUG: View 1 : 0.58752188047 +2016-08-19 10:36:04,746 DEBUG: View 0 : 0.554112554113 +2016-08-19 10:36:04,907 DEBUG: View 3 : 0.601960784314 +2016-08-19 10:36:05,006 DEBUG: View 2 : 0.45 +2016-08-19 10:36:05,193 DEBUG: View 4 : 0.605454545455 +2016-08-19 10:36:05,593 DEBUG: Best view : MRNASeq +2016-08-19 10:36:05,619 DEBUG: Start: Iteration 97 +2016-08-19 10:36:05,779 DEBUG: View 1 : 0.597435897436 +2016-08-19 10:36:05,791 DEBUG: View 0 : 0.507836990596 +2016-08-19 10:36:05,957 DEBUG: View 3 : 0.503142677561 +2016-08-19 10:36:06,090 DEBUG: View 2 : 0.510980392157 +2016-08-19 10:36:06,281 DEBUG: View 4 : 0.547272727273 +2016-08-19 10:36:06,694 DEBUG: Best view : MiRNA__ +2016-08-19 10:36:06,721 DEBUG: Start: Iteration 98 +2016-08-19 10:36:06,891 DEBUG: View 1 : 0.544642857143 +2016-08-19 10:36:06,903 DEBUG: View 0 : 0.461914224209 +2016-08-19 10:36:07,063 DEBUG: View 3 : 0.565900960271 +2016-08-19 10:36:07,163 DEBUG: View 2 : 0.516903313049 +2016-08-19 10:36:07,355 DEBUG: View 4 : 0.519069412662 +2016-08-19 10:36:07,701 DEBUG: Best view : Clinic_ +2016-08-19 10:36:07,728 DEBUG: Start: Iteration 99 +2016-08-19 10:36:07,946 DEBUG: View 1 : 0.528702640643 +2016-08-19 10:36:07,958 DEBUG: View 0 : 0.513736263736 +2016-08-19 10:36:08,120 DEBUG: View 3 : 0.552083333333 +2016-08-19 10:36:08,217 DEBUG: View 2 : 0.619047619048 +2016-08-19 10:36:08,406 DEBUG: View 4 : 0.557471264368 +2016-08-19 10:36:08,814 DEBUG: Best view : RNASeq_ +2016-08-19 10:36:08,841 DEBUG: Start: Iteration 100 +2016-08-19 10:36:09,055 DEBUG: View 1 : 0.727556889222 +2016-08-19 10:36:09,067 DEBUG: View 0 : 0.451690821256 +2016-08-19 10:36:09,227 DEBUG: View 3 : 0.618091639112 +2016-08-19 10:36:09,329 DEBUG: View 2 : 0.6 +2016-08-19 10:36:09,523 DEBUG: View 4 : 0.578037904125 +2016-08-19 10:36:09,923 DEBUG: Best view : MiRNA__ +2016-08-19 10:36:09,951 INFO: Start: Classification +2016-08-19 10:36:27,476 INFO: Done: Fold number 2 +2016-08-19 10:36:27,476 INFO: Done: Classification +2016-08-19 10:36:27,477 INFO: Info: Time for Classification: 223[s] +2016-08-19 10:36:27,477 INFO: Start: Result Analysis for Mumbo +2016-08-19 10:37:07,181 INFO: Result for Multiview classification with Mumbo + +Average accuracy : + -On Train : 77.6581790123 + -On Test : 76.2295081967 + -On Validation : 86.8932038835 + +Dataset info : + -Database name : MultiOmicModified + -Labels : No, Yes + -Views : Methyl_, MiRNA__, RNASeq_, Clinic_, MRNASeq + -2 folds + +Classification configuration : + -Algorithm used : Mumbo + -Iterations : 100 + -Weak Classifiers : DecisionTree with depth 1, sub-sampled at 0.02 on Methyl_ + -DecisionTree with depth 1, sub-sampled at 0.02 on MiRNA__ + -DecisionTree with depth 1, sub-sampled at 0.1 on RNASeq_ + -DecisionTree with depth 2, sub-sampled at 0.1 on Clinic_ + -DecisionTree with depth 1, sub-sampled at 0.1 on MRNASeq + + Mean average accuracies and stats for each fold : + - Fold 0 + - On Methyl_ : + - Mean average Accuracy : 0.521256036198 + - Percentage of time chosen : 0.06 + - On MiRNA__ : + - Mean average Accuracy : 0.568966016737 + - Percentage of time chosen : 0.31 + - On RNASeq_ : + - Mean average Accuracy : 0.549142664903 + - Percentage of time chosen : 0.21 + - On Clinic_ : + - Mean average Accuracy : 0.562784785913 + - Percentage of time chosen : 0.28 + - On MRNASeq : + - Mean average Accuracy : 0.545597584761 + - Percentage of time chosen : 0.14 + - Fold 1 + - On Methyl_ : + - Mean average Accuracy : 0.510790319607 + - Percentage of time chosen : 0.06 + - On MiRNA__ : + - Mean average Accuracy : 0.56205327222 + - Percentage of time chosen : 0.26 + - On RNASeq_ : + - Mean average Accuracy : 0.553175922629 + - Percentage of time chosen : 0.13 + - On Clinic_ : + - Mean average Accuracy : 0.564739096326 + - Percentage of time chosen : 0.31 + - On MRNASeq : + - Mean average Accuracy : 0.546886310662 + - Percentage of time chosen : 0.24 + + For each iteration : + - Iteration 1 + Fold 1 + Accuracy on train : 62.962962963 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 62.5 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 62.7314814815 + Accuracy on test : 72.9508196721 + - Iteration 2 + Fold 1 + Accuracy on train : 68.5185185185 + Accuracy on test : 61.4754098361 + Accuracy on validation : 75.7281553398 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 66.25 + Accuracy on test : 73.7704918033 + Accuracy on validation : 76.6990291262 + Selected View : Methyl_ + - Mean : + Accuracy on train : 67.3842592593 + Accuracy on test : 67.6229508197 + - Iteration 3 + Fold 1 + Accuracy on train : 69.7530864198 + Accuracy on test : 72.9508196721 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 66.25 + Accuracy on test : 73.7704918033 + Accuracy on validation : 76.6990291262 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 68.0015432099 + Accuracy on test : 73.3606557377 + - Iteration 4 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 71.3114754098 + Accuracy on validation : 78.640776699 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 68.125 + Accuracy on test : 74.5901639344 + Accuracy on validation : 77.6699029126 + Selected View : MRNASeq + - Mean : + Accuracy on train : 70.1736111111 + Accuracy on test : 72.9508196721 + - Iteration 5 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 72.131147541 + Accuracy on validation : 80.5825242718 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 81.9672131148 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 75.1697530864 + Accuracy on test : 77.0491803279 + - Iteration 6 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 68.0327868852 + Accuracy on validation : 75.7281553398 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 71.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + - Mean : + Accuracy on train : 72.6658950617 + Accuracy on test : 71.7213114754 + - Iteration 7 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 66.393442623 + Accuracy on validation : 79.6116504854 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 73.75 + Accuracy on test : 75.4098360656 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + - Mean : + Accuracy on train : 73.6033950617 + Accuracy on test : 70.9016393443 + - Iteration 8 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 65.5737704918 + Accuracy on validation : 76.6990291262 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 71.875 + Accuracy on test : 76.2295081967 + Accuracy on validation : 79.6116504854 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 71.7399691358 + Accuracy on test : 70.9016393443 + - Iteration 9 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 67.2131147541 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 78.6885245902 + Accuracy on validation : 85.4368932039 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.8572530864 + Accuracy on test : 72.9508196721 + - Iteration 10 + Fold 1 + Accuracy on train : 69.7530864198 + Accuracy on test : 69.6721311475 + Accuracy on validation : 78.640776699 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 74.375 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : MRNASeq + - Mean : + Accuracy on train : 72.0640432099 + Accuracy on test : 71.7213114754 + - Iteration 11 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 68.0327868852 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 85.4368932039 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 74.5486111111 + Accuracy on test : 71.7213114754 + - Iteration 12 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 78.125 + Accuracy on test : 77.868852459 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 74.8649691358 + Accuracy on test : 75.4098360656 + - Iteration 13 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 79.375 + Accuracy on test : 76.2295081967 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.1072530864 + Accuracy on test : 75.0 + - Iteration 14 + Fold 1 + Accuracy on train : 67.9012345679 + Accuracy on test : 71.3114754098 + Accuracy on validation : 78.640776699 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 77.0491803279 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 74.575617284 + Accuracy on test : 74.1803278689 + - Iteration 15 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 77.868852459 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 76.1149691358 + Accuracy on test : 75.4098360656 + - Iteration 16 + Fold 1 + Accuracy on train : 70.987654321 + Accuracy on test : 74.5901639344 + Accuracy on validation : 80.5825242718 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 79.375 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 75.1813271605 + Accuracy on test : 75.0 + - Iteration 17 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 74.5901639344 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 79.5081967213 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 76.4236111111 + Accuracy on test : 77.0491803279 + - Iteration 18 + Fold 1 + Accuracy on train : 69.7530864198 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 75.4098360656 + Accuracy on validation : 89.3203883495 + Selected View : MRNASeq + - Mean : + Accuracy on train : 75.5015432099 + Accuracy on test : 74.5901639344 + - Iteration 19 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 79.375 + Accuracy on test : 76.2295081967 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.4158950617 + Accuracy on test : 75.0 + - Iteration 20 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 74.5901639344 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 78.75 + Accuracy on test : 76.2295081967 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.7206790123 + Accuracy on test : 75.4098360656 + - Iteration 21 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 74.5486111111 + Accuracy on test : 74.1803278689 + - Iteration 22 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 75.4098360656 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.125 + Accuracy on test : 77.0491803279 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.7908950617 + Accuracy on test : 76.2295081967 + - Iteration 23 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 75.4098360656 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 77.0491803279 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 74.8611111111 + Accuracy on test : 76.2295081967 + - Iteration 24 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 75.4098360656 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 87.3786407767 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.5486111111 + Accuracy on test : 75.4098360656 + - Iteration 25 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 74.5901639344 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.5447530864 + Accuracy on test : 75.0 + - Iteration 26 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 78.75 + Accuracy on test : 76.2295081967 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.7206790123 + Accuracy on test : 75.8196721311 + - Iteration 27 + Fold 1 + Accuracy on train : 75.9259259259 + Accuracy on test : 75.4098360656 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.400462963 + Accuracy on test : 75.4098360656 + - Iteration 28 + Fold 1 + Accuracy on train : 78.3950617284 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 77.0491803279 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 77.3225308642 + Accuracy on test : 76.2295081967 + - Iteration 29 + Fold 1 + Accuracy on train : 79.012345679 + Accuracy on test : 76.2295081967 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 77.868852459 + Accuracy on validation : 90.2912621359 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 78.2561728395 + Accuracy on test : 77.0491803279 + - Iteration 30 + Fold 1 + Accuracy on train : 80.8641975309 + Accuracy on test : 74.5901639344 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 77.0491803279 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + - Mean : + Accuracy on train : 79.1820987654 + Accuracy on test : 75.8196721311 + - Iteration 31 + Fold 1 + Accuracy on train : 79.012345679 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 78.125 + Accuracy on test : 75.4098360656 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 78.5686728395 + Accuracy on test : 75.0 + - Iteration 32 + Fold 1 + Accuracy on train : 79.6296296296 + Accuracy on test : 73.7704918033 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 73.7704918033 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + - Mean : + Accuracy on train : 78.5648148148 + Accuracy on test : 73.7704918033 + - Iteration 33 + Fold 1 + Accuracy on train : 77.7777777778 + Accuracy on test : 72.9508196721 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 78.75 + Accuracy on test : 74.5901639344 + Accuracy on validation : 89.3203883495 + Selected View : MRNASeq + - Mean : + Accuracy on train : 78.2638888889 + Accuracy on test : 73.7704918033 + - Iteration 34 + Fold 1 + Accuracy on train : 76.5432098765 + Accuracy on test : 72.9508196721 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 72.131147541 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 76.7091049383 + Accuracy on test : 72.5409836066 + - Iteration 35 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 73.7704918033 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 73.7704918033 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.4706790123 + Accuracy on test : 73.7704918033 + - Iteration 36 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 72.9508196721 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.7831790123 + Accuracy on test : 73.3606557377 + - Iteration 37 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 78.125 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 75.4822530864 + Accuracy on test : 74.1803278689 + - Iteration 38 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 75.625 + Accuracy on test : 74.5901639344 + Accuracy on validation : 84.4660194175 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.2322530864 + Accuracy on test : 74.1803278689 + - Iteration 39 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.125 + Accuracy on test : 74.5901639344 + Accuracy on validation : 87.3786407767 + Selected View : MRNASeq + - Mean : + Accuracy on train : 75.1736111111 + Accuracy on test : 74.1803278689 + - Iteration 40 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.125 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.8649691358 + Accuracy on test : 74.1803278689 + - Iteration 41 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 78.75 + Accuracy on test : 74.5901639344 + Accuracy on validation : 89.3203883495 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 75.1774691358 + Accuracy on test : 74.1803278689 + - Iteration 42 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 74.5901639344 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 73.7704918033 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 74.8533950617 + Accuracy on test : 74.1803278689 + - Iteration 43 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 75.0 + Accuracy on test : 73.7704918033 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 73.9197530864 + Accuracy on test : 73.7704918033 + - Iteration 44 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 72.9508196721 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 74.375 + Accuracy on test : 73.7704918033 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 73.9158950617 + Accuracy on test : 73.3606557377 + - Iteration 45 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 72.9508196721 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 73.75 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + - Mean : + Accuracy on train : 73.2947530864 + Accuracy on test : 73.3606557377 + - Iteration 46 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 73.125 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 72.3649691358 + Accuracy on test : 73.3606557377 + - Iteration 47 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 74.375 + Accuracy on test : 74.5901639344 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 72.9899691358 + Accuracy on test : 74.1803278689 + - Iteration 48 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 74.5901639344 + Accuracy on validation : 82.5242718447 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 74.375 + Accuracy on test : 73.7704918033 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 73.2986111111 + Accuracy on test : 74.1803278689 + - Iteration 49 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 74.375 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : MRNASeq + - Mean : + Accuracy on train : 72.9899691358 + Accuracy on test : 74.5901639344 + - Iteration 50 + Fold 1 + Accuracy on train : 69.7530864198 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 75.4098360656 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 73.6265432099 + Accuracy on test : 74.5901639344 + - Iteration 51 + Fold 1 + Accuracy on train : 70.3703703704 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 76.2295081967 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + - Mean : + Accuracy on train : 73.3101851852 + Accuracy on test : 75.0 + - Iteration 52 + Fold 1 + Accuracy on train : 70.3703703704 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 73.3101851852 + Accuracy on test : 74.5901639344 + - Iteration 53 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 75.625 + Accuracy on test : 74.5901639344 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 73.6149691358 + Accuracy on test : 74.1803278689 + - Iteration 54 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.2361111111 + Accuracy on test : 74.1803278689 + - Iteration 55 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 75.625 + Accuracy on test : 74.5901639344 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 74.2322530864 + Accuracy on test : 74.1803278689 + - Iteration 56 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + - Mean : + Accuracy on train : 73.9274691358 + Accuracy on test : 74.1803278689 + - Iteration 57 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 74.5901639344 + Accuracy on validation : 87.3786407767 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.5486111111 + Accuracy on test : 73.7704918033 + - Iteration 58 + Fold 1 + Accuracy on train : 70.987654321 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.2438271605 + Accuracy on test : 74.1803278689 + - Iteration 59 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.8611111111 + Accuracy on test : 74.1803278689 + - Iteration 60 + Fold 1 + Accuracy on train : 70.987654321 + Accuracy on test : 73.7704918033 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 74.5901639344 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.2438271605 + Accuracy on test : 74.1803278689 + - Iteration 61 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 74.5901639344 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 74.8572530864 + Accuracy on test : 74.1803278689 + - Iteration 62 + Fold 1 + Accuracy on train : 70.3703703704 + Accuracy on test : 73.7704918033 + Accuracy on validation : 79.6116504854 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 74.5901639344 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 73.9351851852 + Accuracy on test : 74.1803278689 + - Iteration 63 + Fold 1 + Accuracy on train : 70.987654321 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 73.9313271605 + Accuracy on test : 74.1803278689 + - Iteration 64 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.1658950617 + Accuracy on test : 74.1803278689 + - Iteration 65 + Fold 1 + Accuracy on train : 74.0740740741 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 75.625 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.849537037 + Accuracy on test : 74.5901639344 + - Iteration 66 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.8572530864 + Accuracy on test : 74.5901639344 + - Iteration 67 + Fold 1 + Accuracy on train : 75.3086419753 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 75.4098360656 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.7793209877 + Accuracy on test : 74.5901639344 + - Iteration 68 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 75.1658950617 + Accuracy on test : 74.5901639344 + - Iteration 69 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 75.4098360656 + Accuracy on validation : 87.3786407767 + Selected View : MRNASeq + - Mean : + Accuracy on train : 75.4706790123 + Accuracy on test : 74.5901639344 + - Iteration 70 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 75.4098360656 + Accuracy on validation : 87.3786407767 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.8533950617 + Accuracy on test : 74.5901639344 + - Iteration 71 + Fold 1 + Accuracy on train : 75.3086419753 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.0918209877 + Accuracy on test : 74.5901639344 + - Iteration 72 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.7831790123 + Accuracy on test : 74.5901639344 + - Iteration 73 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 75.4098360656 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.0956790123 + Accuracy on test : 74.5901639344 + - Iteration 74 + Fold 1 + Accuracy on train : 75.3086419753 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 74.5901639344 + Accuracy on validation : 89.3203883495 + Selected View : MRNASeq + - Mean : + Accuracy on train : 76.4043209877 + Accuracy on test : 74.1803278689 + - Iteration 75 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 75.4098360656 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 77.3302469136 + Accuracy on test : 74.5901639344 + - Iteration 76 + Fold 1 + Accuracy on train : 75.3086419753 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 76.2295081967 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.4043209877 + Accuracy on test : 75.0 + - Iteration 77 + Fold 1 + Accuracy on train : 74.0740740741 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 76.2295081967 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 75.787037037 + Accuracy on test : 75.0 + - Iteration 78 + Fold 1 + Accuracy on train : 75.9259259259 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 78.125 + Accuracy on test : 76.2295081967 + Accuracy on validation : 89.3203883495 + Selected View : MRNASeq + - Mean : + Accuracy on train : 77.025462963 + Accuracy on test : 75.0 + - Iteration 79 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 76.2295081967 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.0956790123 + Accuracy on test : 75.0 + - Iteration 80 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 74.5901639344 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 78.75 + Accuracy on test : 77.0491803279 + Accuracy on validation : 90.2912621359 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 77.9552469136 + Accuracy on test : 75.8196721311 + - Iteration 81 + Fold 1 + Accuracy on train : 75.3086419753 + Accuracy on test : 74.5901639344 + Accuracy on validation : 82.5242718447 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 76.2295081967 + Accuracy on validation : 90.2912621359 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 77.6543209877 + Accuracy on test : 75.4098360656 + - Iteration 82 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 77.0491803279 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.5802469136 + Accuracy on test : 75.4098360656 + - Iteration 83 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 78.6885245902 + Accuracy on validation : 91.2621359223 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 78.8927469136 + Accuracy on test : 76.2295081967 + - Iteration 84 + Fold 1 + Accuracy on train : 75.9259259259 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 77.0491803279 + Accuracy on validation : 92.2330097087 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 77.962962963 + Accuracy on test : 75.0 + - Iteration 85 + Fold 1 + Accuracy on train : 77.7777777778 + Accuracy on test : 72.9508196721 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 78.6885245902 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 79.2013888889 + Accuracy on test : 75.8196721311 + - Iteration 86 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 79.5081967213 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.5802469136 + Accuracy on test : 76.6393442623 + - Iteration 87 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 79.5081967213 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.8927469136 + Accuracy on test : 76.2295081967 + - Iteration 88 + Fold 1 + Accuracy on train : 77.7777777778 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 79.5081967213 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + - Mean : + Accuracy on train : 78.8888888889 + Accuracy on test : 76.6393442623 + - Iteration 89 + Fold 1 + Accuracy on train : 77.7777777778 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 79.5081967213 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 79.2013888889 + Accuracy on test : 76.2295081967 + - Iteration 90 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 79.5081967213 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.8927469136 + Accuracy on test : 76.2295081967 + - Iteration 91 + Fold 1 + Accuracy on train : 75.9259259259 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 79.5081967213 + Accuracy on validation : 92.2330097087 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 78.275462963 + Accuracy on test : 76.2295081967 + - Iteration 92 + Fold 1 + Accuracy on train : 76.5432098765 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 78.6885245902 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.2716049383 + Accuracy on test : 75.8196721311 + - Iteration 93 + Fold 1 + Accuracy on train : 75.9259259259 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 78.6885245902 + Accuracy on validation : 92.2330097087 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 78.587962963 + Accuracy on test : 75.8196721311 + - Iteration 94 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 79.5081967213 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.8927469136 + Accuracy on test : 76.2295081967 + - Iteration 95 + Fold 1 + Accuracy on train : 76.5432098765 + Accuracy on test : 72.131147541 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 78.6885245902 + Accuracy on validation : 92.2330097087 + Selected View : Methyl_ + - Mean : + Accuracy on train : 78.8966049383 + Accuracy on test : 75.4098360656 + - Iteration 96 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 72.131147541 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 79.5081967213 + Accuracy on validation : 92.2330097087 + Selected View : MRNASeq + - Mean : + Accuracy on train : 79.2052469136 + Accuracy on test : 75.8196721311 + - Iteration 97 + Fold 1 + Accuracy on train : 76.5432098765 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 78.6885245902 + Accuracy on validation : 92.2330097087 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 78.8966049383 + Accuracy on test : 75.8196721311 + - Iteration 98 + Fold 1 + Accuracy on train : 76.5432098765 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 79.5081967213 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.8966049383 + Accuracy on test : 76.2295081967 + - Iteration 99 + Fold 1 + Accuracy on train : 75.9259259259 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 79.5081967213 + Accuracy on validation : 92.2330097087 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 78.587962963 + Accuracy on test : 76.6393442623 + - Iteration 100 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 79.5081967213 + Accuracy on validation : 92.2330097087 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 77.6581790123 + Accuracy on test : 76.2295081967 + +Computation time on 5 cores : + Database extraction time : 0:00:00 + Learn Prediction + Fold 1 0:01:34 0:00:17 + Fold 2 0:03:26 0:00:17 + Total 0:05:01 0:00:34 + So a total classification time of 0:03:43. + + +2016-08-19 10:37:07,935 INFO: Done: Result Analysis diff --git a/Code/MultiView/Results/20160819-103707Results-Mumbo-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-MultiOmicModified-accuracyByIteration.png b/Code/MultiView/Results/20160819-103707Results-Mumbo-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-MultiOmicModified-accuracyByIteration.png new file mode 100644 index 0000000000000000000000000000000000000000..1047193b3034748b3805f68328e977110da51ec1 Binary files /dev/null and b/Code/MultiView/Results/20160819-103707Results-Mumbo-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-MultiOmicModified-accuracyByIteration.png differ diff --git a/Code/MultiView/Results/20160819-103707Results-Mumbo-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-MultiOmicModified.txt b/Code/MultiView/Results/20160819-103707Results-Mumbo-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-MultiOmicModified.txt new file mode 100644 index 0000000000000000000000000000000000000000..b75312653b055e9821d917fe64cf468a4f70c92b --- /dev/null +++ b/Code/MultiView/Results/20160819-103707Results-Mumbo-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-MultiOmicModified.txt @@ -0,0 +1,1466 @@ + Result for Multiview classification with Mumbo + +Average accuracy : + -On Train : 77.6581790123 + -On Test : 76.2295081967 + -On Validation : 86.8932038835 + +Dataset info : + -Database name : MultiOmicModified + -Labels : No, Yes + -Views : Methyl_, MiRNA__, RNASeq_, Clinic_, MRNASeq + -2 folds + +Classification configuration : + -Algorithm used : Mumbo + -Iterations : 100 + -Weak Classifiers : DecisionTree with depth 1, sub-sampled at 0.02 on Methyl_ + -DecisionTree with depth 1, sub-sampled at 0.02 on MiRNA__ + -DecisionTree with depth 1, sub-sampled at 0.1 on RNASeq_ + -DecisionTree with depth 2, sub-sampled at 0.1 on Clinic_ + -DecisionTree with depth 1, sub-sampled at 0.1 on MRNASeq + + Mean average accuracies and stats for each fold : + - Fold 0 + - On Methyl_ : + - Mean average Accuracy : 0.521256036198 + - Percentage of time chosen : 0.06 + - On MiRNA__ : + - Mean average Accuracy : 0.568966016737 + - Percentage of time chosen : 0.31 + - On RNASeq_ : + - Mean average Accuracy : 0.549142664903 + - Percentage of time chosen : 0.21 + - On Clinic_ : + - Mean average Accuracy : 0.562784785913 + - Percentage of time chosen : 0.28 + - On MRNASeq : + - Mean average Accuracy : 0.545597584761 + - Percentage of time chosen : 0.14 + - Fold 1 + - On Methyl_ : + - Mean average Accuracy : 0.510790319607 + - Percentage of time chosen : 0.06 + - On MiRNA__ : + - Mean average Accuracy : 0.56205327222 + - Percentage of time chosen : 0.26 + - On RNASeq_ : + - Mean average Accuracy : 0.553175922629 + - Percentage of time chosen : 0.13 + - On Clinic_ : + - Mean average Accuracy : 0.564739096326 + - Percentage of time chosen : 0.31 + - On MRNASeq : + - Mean average Accuracy : 0.546886310662 + - Percentage of time chosen : 0.24 + + For each iteration : + - Iteration 1 + Fold 1 + Accuracy on train : 62.962962963 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 62.5 + Accuracy on test : 72.9508196721 + Accuracy on validation : 73.786407767 + Selected View : Methyl_ + - Mean : + Accuracy on train : 62.7314814815 + Accuracy on test : 72.9508196721 + - Iteration 2 + Fold 1 + Accuracy on train : 68.5185185185 + Accuracy on test : 61.4754098361 + Accuracy on validation : 75.7281553398 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 66.25 + Accuracy on test : 73.7704918033 + Accuracy on validation : 76.6990291262 + Selected View : Methyl_ + - Mean : + Accuracy on train : 67.3842592593 + Accuracy on test : 67.6229508197 + - Iteration 3 + Fold 1 + Accuracy on train : 69.7530864198 + Accuracy on test : 72.9508196721 + Accuracy on validation : 78.640776699 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 66.25 + Accuracy on test : 73.7704918033 + Accuracy on validation : 76.6990291262 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 68.0015432099 + Accuracy on test : 73.3606557377 + - Iteration 4 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 71.3114754098 + Accuracy on validation : 78.640776699 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 68.125 + Accuracy on test : 74.5901639344 + Accuracy on validation : 77.6699029126 + Selected View : MRNASeq + - Mean : + Accuracy on train : 70.1736111111 + Accuracy on test : 72.9508196721 + - Iteration 5 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 72.131147541 + Accuracy on validation : 80.5825242718 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 81.9672131148 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 75.1697530864 + Accuracy on test : 77.0491803279 + - Iteration 6 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 68.0327868852 + Accuracy on validation : 75.7281553398 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 71.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + - Mean : + Accuracy on train : 72.6658950617 + Accuracy on test : 71.7213114754 + - Iteration 7 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 66.393442623 + Accuracy on validation : 79.6116504854 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 73.75 + Accuracy on test : 75.4098360656 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + - Mean : + Accuracy on train : 73.6033950617 + Accuracy on test : 70.9016393443 + - Iteration 8 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 65.5737704918 + Accuracy on validation : 76.6990291262 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 71.875 + Accuracy on test : 76.2295081967 + Accuracy on validation : 79.6116504854 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 71.7399691358 + Accuracy on test : 70.9016393443 + - Iteration 9 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 67.2131147541 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 78.6885245902 + Accuracy on validation : 85.4368932039 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.8572530864 + Accuracy on test : 72.9508196721 + - Iteration 10 + Fold 1 + Accuracy on train : 69.7530864198 + Accuracy on test : 69.6721311475 + Accuracy on validation : 78.640776699 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 74.375 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : MRNASeq + - Mean : + Accuracy on train : 72.0640432099 + Accuracy on test : 71.7213114754 + - Iteration 11 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 68.0327868852 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 85.4368932039 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 74.5486111111 + Accuracy on test : 71.7213114754 + - Iteration 12 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 78.125 + Accuracy on test : 77.868852459 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 74.8649691358 + Accuracy on test : 75.4098360656 + - Iteration 13 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 79.375 + Accuracy on test : 76.2295081967 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.1072530864 + Accuracy on test : 75.0 + - Iteration 14 + Fold 1 + Accuracy on train : 67.9012345679 + Accuracy on test : 71.3114754098 + Accuracy on validation : 78.640776699 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 77.0491803279 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 74.575617284 + Accuracy on test : 74.1803278689 + - Iteration 15 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 77.868852459 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 76.1149691358 + Accuracy on test : 75.4098360656 + - Iteration 16 + Fold 1 + Accuracy on train : 70.987654321 + Accuracy on test : 74.5901639344 + Accuracy on validation : 80.5825242718 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 79.375 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 75.1813271605 + Accuracy on test : 75.0 + - Iteration 17 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 74.5901639344 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 79.5081967213 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 76.4236111111 + Accuracy on test : 77.0491803279 + - Iteration 18 + Fold 1 + Accuracy on train : 69.7530864198 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 75.4098360656 + Accuracy on validation : 89.3203883495 + Selected View : MRNASeq + - Mean : + Accuracy on train : 75.5015432099 + Accuracy on test : 74.5901639344 + - Iteration 19 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 79.375 + Accuracy on test : 76.2295081967 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.4158950617 + Accuracy on test : 75.0 + - Iteration 20 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 74.5901639344 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 78.75 + Accuracy on test : 76.2295081967 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.7206790123 + Accuracy on test : 75.4098360656 + - Iteration 21 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 74.5486111111 + Accuracy on test : 74.1803278689 + - Iteration 22 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 75.4098360656 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.125 + Accuracy on test : 77.0491803279 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.7908950617 + Accuracy on test : 76.2295081967 + - Iteration 23 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 75.4098360656 + Accuracy on validation : 85.4368932039 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 77.0491803279 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 74.8611111111 + Accuracy on test : 76.2295081967 + - Iteration 24 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 75.4098360656 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 87.3786407767 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.5486111111 + Accuracy on test : 75.4098360656 + - Iteration 25 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 74.5901639344 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.5447530864 + Accuracy on test : 75.0 + - Iteration 26 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 78.75 + Accuracy on test : 76.2295081967 + Accuracy on validation : 90.2912621359 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.7206790123 + Accuracy on test : 75.8196721311 + - Iteration 27 + Fold 1 + Accuracy on train : 75.9259259259 + Accuracy on test : 75.4098360656 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.400462963 + Accuracy on test : 75.4098360656 + - Iteration 28 + Fold 1 + Accuracy on train : 78.3950617284 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 77.0491803279 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 77.3225308642 + Accuracy on test : 76.2295081967 + - Iteration 29 + Fold 1 + Accuracy on train : 79.012345679 + Accuracy on test : 76.2295081967 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 77.868852459 + Accuracy on validation : 90.2912621359 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 78.2561728395 + Accuracy on test : 77.0491803279 + - Iteration 30 + Fold 1 + Accuracy on train : 80.8641975309 + Accuracy on test : 74.5901639344 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 77.0491803279 + Accuracy on validation : 88.3495145631 + Selected View : Methyl_ + - Mean : + Accuracy on train : 79.1820987654 + Accuracy on test : 75.8196721311 + - Iteration 31 + Fold 1 + Accuracy on train : 79.012345679 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 78.125 + Accuracy on test : 75.4098360656 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 78.5686728395 + Accuracy on test : 75.0 + - Iteration 32 + Fold 1 + Accuracy on train : 79.6296296296 + Accuracy on test : 73.7704918033 + Accuracy on validation : 89.3203883495 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 73.7704918033 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + - Mean : + Accuracy on train : 78.5648148148 + Accuracy on test : 73.7704918033 + - Iteration 33 + Fold 1 + Accuracy on train : 77.7777777778 + Accuracy on test : 72.9508196721 + Accuracy on validation : 87.3786407767 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 78.75 + Accuracy on test : 74.5901639344 + Accuracy on validation : 89.3203883495 + Selected View : MRNASeq + - Mean : + Accuracy on train : 78.2638888889 + Accuracy on test : 73.7704918033 + - Iteration 34 + Fold 1 + Accuracy on train : 76.5432098765 + Accuracy on test : 72.9508196721 + Accuracy on validation : 88.3495145631 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 72.131147541 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 76.7091049383 + Accuracy on test : 72.5409836066 + - Iteration 35 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 73.7704918033 + Accuracy on validation : 85.4368932039 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 73.7704918033 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.4706790123 + Accuracy on test : 73.7704918033 + - Iteration 36 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 72.9508196721 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.7831790123 + Accuracy on test : 73.3606557377 + - Iteration 37 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 78.125 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 75.4822530864 + Accuracy on test : 74.1803278689 + - Iteration 38 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 75.625 + Accuracy on test : 74.5901639344 + Accuracy on validation : 84.4660194175 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.2322530864 + Accuracy on test : 74.1803278689 + - Iteration 39 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.125 + Accuracy on test : 74.5901639344 + Accuracy on validation : 87.3786407767 + Selected View : MRNASeq + - Mean : + Accuracy on train : 75.1736111111 + Accuracy on test : 74.1803278689 + - Iteration 40 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 78.125 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.8649691358 + Accuracy on test : 74.1803278689 + - Iteration 41 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 78.75 + Accuracy on test : 74.5901639344 + Accuracy on validation : 89.3203883495 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 75.1774691358 + Accuracy on test : 74.1803278689 + - Iteration 42 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 74.5901639344 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 73.7704918033 + Accuracy on validation : 86.4077669903 + Selected View : Methyl_ + - Mean : + Accuracy on train : 74.8533950617 + Accuracy on test : 74.1803278689 + - Iteration 43 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 75.0 + Accuracy on test : 73.7704918033 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 73.9197530864 + Accuracy on test : 73.7704918033 + - Iteration 44 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 72.9508196721 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 74.375 + Accuracy on test : 73.7704918033 + Accuracy on validation : 85.4368932039 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 73.9158950617 + Accuracy on test : 73.3606557377 + - Iteration 45 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 72.9508196721 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 73.75 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : Clinic_ + - Mean : + Accuracy on train : 73.2947530864 + Accuracy on test : 73.3606557377 + - Iteration 46 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 73.125 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 72.3649691358 + Accuracy on test : 73.3606557377 + - Iteration 47 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 74.375 + Accuracy on test : 74.5901639344 + Accuracy on validation : 86.4077669903 + Selected View : Clinic_ + - Mean : + Accuracy on train : 72.9899691358 + Accuracy on test : 74.1803278689 + - Iteration 48 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 74.5901639344 + Accuracy on validation : 82.5242718447 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 74.375 + Accuracy on test : 73.7704918033 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 73.2986111111 + Accuracy on test : 74.1803278689 + - Iteration 49 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 74.375 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : MRNASeq + - Mean : + Accuracy on train : 72.9899691358 + Accuracy on test : 74.5901639344 + - Iteration 50 + Fold 1 + Accuracy on train : 69.7530864198 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 75.4098360656 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 73.6265432099 + Accuracy on test : 74.5901639344 + - Iteration 51 + Fold 1 + Accuracy on train : 70.3703703704 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 76.2295081967 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + - Mean : + Accuracy on train : 73.3101851852 + Accuracy on test : 75.0 + - Iteration 52 + Fold 1 + Accuracy on train : 70.3703703704 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 73.3101851852 + Accuracy on test : 74.5901639344 + - Iteration 53 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 75.625 + Accuracy on test : 74.5901639344 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 73.6149691358 + Accuracy on test : 74.1803278689 + - Iteration 54 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.2361111111 + Accuracy on test : 74.1803278689 + - Iteration 55 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 75.625 + Accuracy on test : 74.5901639344 + Accuracy on validation : 86.4077669903 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 74.2322530864 + Accuracy on test : 74.1803278689 + - Iteration 56 + Fold 1 + Accuracy on train : 71.6049382716 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + - Mean : + Accuracy on train : 73.9274691358 + Accuracy on test : 74.1803278689 + - Iteration 57 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 74.5901639344 + Accuracy on validation : 87.3786407767 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.5486111111 + Accuracy on test : 73.7704918033 + - Iteration 58 + Fold 1 + Accuracy on train : 70.987654321 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.2438271605 + Accuracy on test : 74.1803278689 + - Iteration 59 + Fold 1 + Accuracy on train : 72.2222222222 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.8611111111 + Accuracy on test : 74.1803278689 + - Iteration 60 + Fold 1 + Accuracy on train : 70.987654321 + Accuracy on test : 73.7704918033 + Accuracy on validation : 79.6116504854 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 74.5901639344 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.2438271605 + Accuracy on test : 74.1803278689 + - Iteration 61 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 74.5901639344 + Accuracy on validation : 87.3786407767 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 74.8572530864 + Accuracy on test : 74.1803278689 + - Iteration 62 + Fold 1 + Accuracy on train : 70.3703703704 + Accuracy on test : 73.7704918033 + Accuracy on validation : 79.6116504854 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 74.5901639344 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 73.9351851852 + Accuracy on test : 74.1803278689 + - Iteration 63 + Fold 1 + Accuracy on train : 70.987654321 + Accuracy on test : 73.7704918033 + Accuracy on validation : 80.5825242718 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 73.9313271605 + Accuracy on test : 74.1803278689 + - Iteration 64 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 73.7704918033 + Accuracy on validation : 81.5533980583 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 74.5901639344 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.1658950617 + Accuracy on test : 74.1803278689 + - Iteration 65 + Fold 1 + Accuracy on train : 74.0740740741 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 75.625 + Accuracy on test : 75.4098360656 + Accuracy on validation : 86.4077669903 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.849537037 + Accuracy on test : 74.5901639344 + - Iteration 66 + Fold 1 + Accuracy on train : 72.8395061728 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 74.8572530864 + Accuracy on test : 74.5901639344 + - Iteration 67 + Fold 1 + Accuracy on train : 75.3086419753 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 75.4098360656 + Accuracy on validation : 87.3786407767 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.7793209877 + Accuracy on test : 74.5901639344 + - Iteration 68 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 75.1658950617 + Accuracy on test : 74.5901639344 + - Iteration 69 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 75.4098360656 + Accuracy on validation : 87.3786407767 + Selected View : MRNASeq + - Mean : + Accuracy on train : 75.4706790123 + Accuracy on test : 74.5901639344 + - Iteration 70 + Fold 1 + Accuracy on train : 73.4567901235 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.25 + Accuracy on test : 75.4098360656 + Accuracy on validation : 87.3786407767 + Selected View : MRNASeq + - Mean : + Accuracy on train : 74.8533950617 + Accuracy on test : 74.5901639344 + - Iteration 71 + Fold 1 + Accuracy on train : 75.3086419753 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.0918209877 + Accuracy on test : 74.5901639344 + - Iteration 72 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 76.875 + Accuracy on test : 75.4098360656 + Accuracy on validation : 88.3495145631 + Selected View : Clinic_ + - Mean : + Accuracy on train : 75.7831790123 + Accuracy on test : 74.5901639344 + - Iteration 73 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 75.4098360656 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.0956790123 + Accuracy on test : 74.5901639344 + - Iteration 74 + Fold 1 + Accuracy on train : 75.3086419753 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 74.5901639344 + Accuracy on validation : 89.3203883495 + Selected View : MRNASeq + - Mean : + Accuracy on train : 76.4043209877 + Accuracy on test : 74.1803278689 + - Iteration 75 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 73.7704918033 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 75.4098360656 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 77.3302469136 + Accuracy on test : 74.5901639344 + - Iteration 76 + Fold 1 + Accuracy on train : 75.3086419753 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 76.2295081967 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.4043209877 + Accuracy on test : 75.0 + - Iteration 77 + Fold 1 + Accuracy on train : 74.0740740741 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 76.2295081967 + Accuracy on validation : 89.3203883495 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 75.787037037 + Accuracy on test : 75.0 + - Iteration 78 + Fold 1 + Accuracy on train : 75.9259259259 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 78.125 + Accuracy on test : 76.2295081967 + Accuracy on validation : 89.3203883495 + Selected View : MRNASeq + - Mean : + Accuracy on train : 77.025462963 + Accuracy on test : 75.0 + - Iteration 79 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 77.5 + Accuracy on test : 76.2295081967 + Accuracy on validation : 89.3203883495 + Selected View : Clinic_ + - Mean : + Accuracy on train : 76.0956790123 + Accuracy on test : 75.0 + - Iteration 80 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 74.5901639344 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 78.75 + Accuracy on test : 77.0491803279 + Accuracy on validation : 90.2912621359 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 77.9552469136 + Accuracy on test : 75.8196721311 + - Iteration 81 + Fold 1 + Accuracy on train : 75.3086419753 + Accuracy on test : 74.5901639344 + Accuracy on validation : 82.5242718447 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 76.2295081967 + Accuracy on validation : 90.2912621359 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 77.6543209877 + Accuracy on test : 75.4098360656 + - Iteration 82 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 77.0491803279 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.5802469136 + Accuracy on test : 75.4098360656 + - Iteration 83 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 78.6885245902 + Accuracy on validation : 91.2621359223 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 78.8927469136 + Accuracy on test : 76.2295081967 + - Iteration 84 + Fold 1 + Accuracy on train : 75.9259259259 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 77.0491803279 + Accuracy on validation : 92.2330097087 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 77.962962963 + Accuracy on test : 75.0 + - Iteration 85 + Fold 1 + Accuracy on train : 77.7777777778 + Accuracy on test : 72.9508196721 + Accuracy on validation : 84.4660194175 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 78.6885245902 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 79.2013888889 + Accuracy on test : 75.8196721311 + - Iteration 86 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 79.5081967213 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.5802469136 + Accuracy on test : 76.6393442623 + - Iteration 87 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 79.5081967213 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.8927469136 + Accuracy on test : 76.2295081967 + - Iteration 88 + Fold 1 + Accuracy on train : 77.7777777778 + Accuracy on test : 73.7704918033 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 79.5081967213 + Accuracy on validation : 91.2621359223 + Selected View : Methyl_ + - Mean : + Accuracy on train : 78.8888888889 + Accuracy on test : 76.6393442623 + - Iteration 89 + Fold 1 + Accuracy on train : 77.7777777778 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 79.5081967213 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 79.2013888889 + Accuracy on test : 76.2295081967 + - Iteration 90 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : Clinic_ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 79.5081967213 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.8927469136 + Accuracy on test : 76.2295081967 + - Iteration 91 + Fold 1 + Accuracy on train : 75.9259259259 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 79.5081967213 + Accuracy on validation : 92.2330097087 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 78.275462963 + Accuracy on test : 76.2295081967 + - Iteration 92 + Fold 1 + Accuracy on train : 76.5432098765 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 80.0 + Accuracy on test : 78.6885245902 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.2716049383 + Accuracy on test : 75.8196721311 + - Iteration 93 + Fold 1 + Accuracy on train : 75.9259259259 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 78.6885245902 + Accuracy on validation : 92.2330097087 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 78.587962963 + Accuracy on test : 75.8196721311 + - Iteration 94 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 72.9508196721 + Accuracy on validation : 82.5242718447 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 79.5081967213 + Accuracy on validation : 91.2621359223 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.8927469136 + Accuracy on test : 76.2295081967 + - Iteration 95 + Fold 1 + Accuracy on train : 76.5432098765 + Accuracy on test : 72.131147541 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 78.6885245902 + Accuracy on validation : 92.2330097087 + Selected View : Methyl_ + - Mean : + Accuracy on train : 78.8966049383 + Accuracy on test : 75.4098360656 + - Iteration 96 + Fold 1 + Accuracy on train : 77.1604938272 + Accuracy on test : 72.131147541 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 79.5081967213 + Accuracy on validation : 92.2330097087 + Selected View : MRNASeq + - Mean : + Accuracy on train : 79.2052469136 + Accuracy on test : 75.8196721311 + - Iteration 97 + Fold 1 + Accuracy on train : 76.5432098765 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : MRNASeq + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 78.6885245902 + Accuracy on validation : 92.2330097087 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 78.8966049383 + Accuracy on test : 75.8196721311 + - Iteration 98 + Fold 1 + Accuracy on train : 76.5432098765 + Accuracy on test : 72.9508196721 + Accuracy on validation : 83.4951456311 + Selected View : RNASeq_ + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 79.5081967213 + Accuracy on validation : 92.2330097087 + Selected View : Clinic_ + - Mean : + Accuracy on train : 78.8966049383 + Accuracy on test : 76.2295081967 + - Iteration 99 + Fold 1 + Accuracy on train : 75.9259259259 + Accuracy on test : 73.7704918033 + Accuracy on validation : 82.5242718447 + Selected View : MiRNA__ + Fold 2 + Accuracy on train : 81.25 + Accuracy on test : 79.5081967213 + Accuracy on validation : 92.2330097087 + Selected View : RNASeq_ + - Mean : + Accuracy on train : 78.587962963 + Accuracy on test : 76.6393442623 + - Iteration 100 + Fold 1 + Accuracy on train : 74.6913580247 + Accuracy on test : 72.9508196721 + Accuracy on validation : 81.5533980583 + Selected View : Methyl_ + Fold 2 + Accuracy on train : 80.625 + Accuracy on test : 79.5081967213 + Accuracy on validation : 92.2330097087 + Selected View : MiRNA__ + - Mean : + Accuracy on train : 77.6581790123 + Accuracy on test : 76.2295081967 + +Computation time on 5 cores : + Database extraction time : 0:00:00 + Learn Prediction + Fold 1 0:01:34 0:00:17 + Fold 2 0:03:26 0:00:17 + Total 0:05:01 0:00:34 + So a total classification time of 0:03:43. + diff --git a/Code/MultiView/Results/20160819-104311-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log b/Code/MultiView/Results/20160819-104311-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..45ee156cb2197c99ca93fdd7891eadf905447066 --- /dev/null +++ b/Code/MultiView/Results/20160819-104311-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log @@ -0,0 +1,24 @@ +2016-08-19 10:43:11,593 INFO: ### Main Programm for Multiview Classification +2016-08-19 10:43:11,593 INFO: ### Classification - Database : MultiOmicModified ; Views : Methyl, MiRNA, RNASEQ, Clinical ; Algorithm : Mumbo ; Cores : 5 +2016-08-19 10:43:11,593 INFO: Start: Read HDF5 Database Files for MultiOmicModified +2016-08-19 10:43:11,596 INFO: Info: Labels used: No, Yes +2016-08-19 10:43:11,596 INFO: Info: Length of dataset:347 +2016-08-19 10:43:11,597 INFO: Info: Shape of Methyl_ :[ 347 25978] +2016-08-19 10:43:11,598 INFO: Info: Shape of MiRNA__ :[ 347 1046] +2016-08-19 10:43:11,599 INFO: Info: Shape of RNASeq_ :[ 347 73599] +2016-08-19 10:43:11,600 INFO: Info: Shape of Clinic_ :[347 127] +2016-08-19 10:43:11,601 INFO: Info: Shape of MRNASeq :[ 347 73599] +2016-08-19 10:43:11,601 INFO: Done: Read Database Files +2016-08-19 10:43:11,601 INFO: Start: Determine validation split for ratio 0.3 +2016-08-19 10:43:11,608 INFO: Done: Determine validation split +2016-08-19 10:43:11,608 INFO: Start: Determine 5 folds +2016-08-19 10:43:11,610 INFO: Info: Length of Learning Sets: 85 +2016-08-19 10:43:11,610 INFO: Info: Length of Testing Sets: 20 +2016-08-19 10:43:11,610 INFO: Info: Length of Validation Set: 242 +2016-08-19 10:43:11,610 INFO: Done: Determine folds +2016-08-19 10:43:11,610 INFO: Start: Learning with Mumbo and 5 folds +2016-08-19 10:43:11,610 INFO: Start: Fold number 1 +2016-08-19 10:43:11,922 DEBUG: Start: Iteration 1 +2016-08-19 10:43:12,276 DEBUG: View 3 : 0.247422680412 +2016-08-19 10:43:12,286 DEBUG: View 2 : 0.247422680412 +2016-08-19 10:43:12,422 DEBUG: View 4 : 0.247422680412 diff --git a/Code/MultiView/Results/20160819-104325-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log b/Code/MultiView/Results/20160819-104325-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..5cc528e1e6295fe13ff173282ea0addbdbc117a2 --- /dev/null +++ b/Code/MultiView/Results/20160819-104325-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log @@ -0,0 +1,118 @@ +2016-08-19 10:43:25,072 INFO: ### Main Programm for Multiview Classification +2016-08-19 10:43:25,072 INFO: ### Classification - Database : MultiOmicModified ; Views : Methyl, MiRNA, RNASEQ, Clinical ; Algorithm : Mumbo ; Cores : 5 +2016-08-19 10:43:25,072 INFO: Start: Read HDF5 Database Files for MultiOmicModified +2016-08-19 10:43:25,075 INFO: Info: Labels used: No, Yes +2016-08-19 10:43:25,075 INFO: Info: Length of dataset:347 +2016-08-19 10:43:25,077 INFO: Info: Shape of Methyl_ :[ 347 25978] +2016-08-19 10:43:25,078 INFO: Info: Shape of MiRNA__ :[ 347 1046] +2016-08-19 10:43:25,079 INFO: Info: Shape of RNASeq_ :[ 347 73599] +2016-08-19 10:43:25,081 INFO: Info: Shape of Clinic_ :[347 127] +2016-08-19 10:43:25,082 INFO: Info: Shape of MRNASeq :[ 347 73599] +2016-08-19 10:43:25,082 INFO: Done: Read Database Files +2016-08-19 10:43:25,082 INFO: Start: Determine validation split for ratio 0.3 +2016-08-19 10:43:25,089 INFO: Done: Determine validation split +2016-08-19 10:43:25,089 INFO: Start: Determine 5 folds +2016-08-19 10:43:25,091 INFO: Info: Length of Learning Sets: 85 +2016-08-19 10:43:25,091 INFO: Info: Length of Testing Sets: 20 +2016-08-19 10:43:25,091 INFO: Info: Length of Validation Set: 242 +2016-08-19 10:43:25,091 INFO: Done: Determine folds +2016-08-19 10:43:25,091 INFO: Start: Learning with Mumbo and 5 folds +2016-08-19 10:43:25,092 INFO: Start: Fold number 1 +2016-08-19 10:43:25,415 DEBUG: Start: Iteration 1 +2016-08-19 10:43:25,552 DEBUG: View 0 : 0.260204081633 +2016-08-19 10:43:25,567 DEBUG: View 1 : 0.260204081633 +2016-08-19 10:43:25,698 DEBUG: View 3 : 0.260204081633 +2016-08-19 10:43:25,707 DEBUG: View 2 : 0.239795918367 +2016-08-19 10:43:25,844 DEBUG: View 4 : 0.239795918367 +2016-08-19 10:43:25,872 WARNING: All bad for iteration 0 +2016-08-19 10:43:25,903 DEBUG: Best view : Methyl_ +2016-08-19 10:43:25,906 DEBUG: Start: Iteration 2 +2016-08-19 10:43:26,089 DEBUG: View 0 : 0.260204081633 +2016-08-19 10:43:26,096 DEBUG: View 1 : 0.260204081633 +2016-08-19 10:43:26,224 DEBUG: View 3 : 0.762387387387 +2016-08-19 10:43:26,274 DEBUG: View 2 : 0.518881118881 +2016-08-19 10:43:26,426 DEBUG: View 4 : 0.511055486024 +2016-08-19 10:43:26,492 DEBUG: Best view : Clinic_ +2016-08-19 10:43:26,496 DEBUG: Start: Iteration 3 +2016-08-19 10:43:26,667 DEBUG: View 0 : 0.260204081633 +2016-08-19 10:43:26,672 DEBUG: View 1 : 0.260204081633 +2016-08-19 10:43:26,800 DEBUG: View 3 : 0.570669029685 +2016-08-19 10:43:26,850 DEBUG: View 2 : 0.488050314465 +2016-08-19 10:43:26,988 DEBUG: View 4 : 0.600852272727 +2016-08-19 10:43:27,094 DEBUG: Best view : MRNASeq +2016-08-19 10:43:27,099 DEBUG: Start: Iteration 4 +2016-08-19 10:43:27,266 DEBUG: View 0 : 0.260204081633 +2016-08-19 10:43:27,273 DEBUG: View 1 : 0.260204081633 +2016-08-19 10:43:27,406 DEBUG: View 3 : 0.54125 +2016-08-19 10:43:27,455 DEBUG: View 2 : 0.493106617647 +2016-08-19 10:43:27,594 DEBUG: View 4 : 0.501304121022 +2016-08-19 10:43:27,690 DEBUG: Best view : Clinic_ +2016-08-19 10:43:27,696 DEBUG: Start: Iteration 5 +2016-08-19 10:43:27,870 DEBUG: View 0 : 0.260204081633 +2016-08-19 10:43:27,882 DEBUG: View 1 : 0.260204081633 +2016-08-19 10:43:28,010 DEBUG: View 3 : 0.539285714286 +2016-08-19 10:43:28,061 DEBUG: View 2 : 0.610784313725 +2016-08-19 10:43:28,199 DEBUG: View 4 : 0.50582437276 +2016-08-19 10:43:28,295 DEBUG: Best view : RNASeq_ +2016-08-19 10:43:28,300 DEBUG: Start: Iteration 6 +2016-08-19 10:43:28,469 DEBUG: View 0 : 0.260204081633 +2016-08-19 10:43:28,478 DEBUG: View 1 : 0.260204081633 +2016-08-19 10:43:28,609 DEBUG: View 3 : 0.573904670197 +2016-08-19 10:43:28,657 DEBUG: View 2 : 0.497895622896 +2016-08-19 10:43:28,787 DEBUG: View 4 : 0.528541226216 +2016-08-19 10:43:28,905 DEBUG: Best view : Clinic_ +2016-08-19 10:43:28,910 DEBUG: Start: Iteration 7 +2016-08-19 10:43:29,051 DEBUG: View 0 : 0.260204081633 +2016-08-19 10:43:29,059 DEBUG: View 1 : 0.260204081633 +2016-08-19 10:43:29,186 DEBUG: View 3 : 0.485893416928 +2016-08-19 10:43:29,237 DEBUG: View 2 : 0.667105263158 +2016-08-19 10:43:29,371 DEBUG: View 4 : 0.572382144347 +2016-08-19 10:43:29,515 DEBUG: Best view : RNASeq_ +2016-08-19 10:43:29,520 DEBUG: Start: Iteration 8 +2016-08-19 10:43:29,694 DEBUG: View 0 : 0.260204081633 +2016-08-19 10:43:29,701 DEBUG: View 1 : 0.260204081633 +2016-08-19 10:43:29,833 DEBUG: View 3 : 0.610784313725 +2016-08-19 10:43:29,891 DEBUG: View 2 : 0.48275862069 +2016-08-19 10:43:30,031 DEBUG: View 4 : 0.647849462366 +2016-08-19 10:43:30,123 DEBUG: Best view : MRNASeq +2016-08-19 10:43:30,129 DEBUG: Start: Iteration 9 +2016-08-19 10:43:30,299 DEBUG: View 0 : 0.260204081633 +2016-08-19 10:43:30,306 DEBUG: View 1 : 0.260204081633 +2016-08-19 10:43:30,436 DEBUG: View 3 : 0.552425665102 +2016-08-19 10:43:30,485 DEBUG: View 2 : 0.553039832285 +2016-08-19 10:43:30,623 DEBUG: View 4 : 0.506301607997 +2016-08-19 10:43:30,737 DEBUG: Best view : Clinic_ +2016-08-19 10:43:30,743 DEBUG: Start: Iteration 10 +2016-08-19 10:43:30,913 DEBUG: View 0 : 0.260204081633 +2016-08-19 10:43:30,922 DEBUG: View 1 : 0.260204081633 +2016-08-19 10:43:31,053 DEBUG: View 3 : 0.473684210526 +2016-08-19 10:43:31,104 DEBUG: View 2 : 0.572382144347 +2016-08-19 10:43:31,237 DEBUG: View 4 : 0.58137254902 +2016-08-19 10:43:31,352 DEBUG: Best view : MRNASeq +2016-08-19 10:43:31,358 DEBUG: Start: Iteration 11 +2016-08-19 10:43:31,505 DEBUG: View 0 : 0.260204081633 +2016-08-19 10:43:31,515 DEBUG: View 1 : 0.260204081633 +2016-08-19 10:43:31,644 DEBUG: View 3 : 0.643965517241 +2016-08-19 10:43:31,693 DEBUG: View 2 : 0.533615221987 +2016-08-19 10:43:31,830 DEBUG: View 4 : 0.529828952858 +2016-08-19 10:43:31,965 DEBUG: Best view : Clinic_ +2016-08-19 10:43:31,971 DEBUG: Start: Iteration 12 +2016-08-19 10:43:32,144 DEBUG: View 0 : 0.260204081633 +2016-08-19 10:43:32,152 DEBUG: View 1 : 0.260204081633 +2016-08-19 10:43:32,279 DEBUG: View 3 : 0.570669029685 +2016-08-19 10:43:32,328 DEBUG: View 2 : 0.591481964363 +2016-08-19 10:43:32,459 DEBUG: View 4 : 0.503879310345 +2016-08-19 10:43:32,580 DEBUG: Best view : RNASeq_ +2016-08-19 10:43:32,586 DEBUG: Start: Iteration 13 +2016-08-19 10:43:32,753 DEBUG: View 0 : 0.260204081633 +2016-08-19 10:43:32,762 DEBUG: View 1 : 0.260204081633 +2016-08-19 10:43:32,891 DEBUG: View 3 : 0.61858974359 +2016-08-19 10:43:32,942 DEBUG: View 2 : 0.572382144347 +2016-08-19 10:43:33,077 DEBUG: View 4 : 0.553039832285 +2016-08-19 10:43:33,198 DEBUG: Best view : Clinic_ +2016-08-19 10:43:33,205 DEBUG: Start: Iteration 14 +2016-08-19 10:43:33,375 DEBUG: View 0 : 0.260204081633 +2016-08-19 10:43:33,384 DEBUG: View 1 : 0.260204081633 +2016-08-19 10:43:33,513 DEBUG: View 3 : 0.54895879486 +2016-08-19 10:43:33,562 DEBUG: View 2 : 0.49417562724 +2016-08-19 10:43:33,693 DEBUG: View 4 : 0.674593241552 diff --git a/Code/MultiView/Results/20160819-104346-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log b/Code/MultiView/Results/20160819-104346-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..726266630bfdd18b74dc043b8c00e964ea4e9c88 --- /dev/null +++ b/Code/MultiView/Results/20160819-104346-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log @@ -0,0 +1,20546 @@ +2016-08-19 10:43:46,530 INFO: ### Main Programm for Multiview Classification +2016-08-19 10:43:46,530 INFO: ### Classification - Database : MultiOmicModified ; Views : Methyl, MiRNA, RNASEQ, Clinical ; Algorithm : Mumbo ; Cores : 5 +2016-08-19 10:43:46,530 INFO: Start: Read HDF5 Database Files for MultiOmicModified +2016-08-19 10:43:46,533 INFO: Info: Labels used: No, Yes +2016-08-19 10:43:46,533 INFO: Info: Length of dataset:347 +2016-08-19 10:43:46,534 INFO: Info: Shape of Methyl_ :[ 347 25978] +2016-08-19 10:43:46,535 INFO: Info: Shape of MiRNA__ :[ 347 1046] +2016-08-19 10:43:46,536 INFO: Info: Shape of RNASeq_ :[ 347 73599] +2016-08-19 10:43:46,537 INFO: Info: Shape of Clinic_ :[347 127] +2016-08-19 10:43:46,538 INFO: Info: Shape of MRNASeq :[ 347 73599] +2016-08-19 10:43:46,538 INFO: Done: Read Database Files +2016-08-19 10:43:46,538 INFO: Start: Determine validation split for ratio 0.7 +2016-08-19 10:43:46,540 INFO: Done: Determine validation split +2016-08-19 10:43:46,540 INFO: Start: Determine 4 folds +2016-08-19 10:43:46,547 INFO: Info: Length of Learning Sets: 184 +2016-08-19 10:43:46,547 INFO: Info: Length of Testing Sets: 60 +2016-08-19 10:43:46,547 INFO: Info: Length of Validation Set: 103 +2016-08-19 10:43:46,547 INFO: Done: Determine folds +2016-08-19 10:43:46,547 INFO: Start: Learning with Mumbo and 4 folds +2016-08-19 10:43:46,547 INFO: Start: Fold number 1 +2016-08-19 10:43:47,219 DEBUG: Start: Iteration 1 +2016-08-19 10:43:47,477 DEBUG: View 0 : 0.309405940594 +2016-08-19 10:43:47,493 DEBUG: View 1 : 0.190594059406 +2016-08-19 10:43:47,767 DEBUG: View 3 : 0.190594059406 +2016-08-19 10:43:47,897 DEBUG: View 2 : 0.489211494481 +2016-08-19 10:43:48,113 DEBUG: View 4 : 0.309405940594 +2016-08-19 10:43:48,246 WARNING: All bad for iteration 0 +2016-08-19 10:43:48,296 DEBUG: Best view : Methyl_ +2016-08-19 10:43:48,304 DEBUG: Start: Iteration 2 +2016-08-19 10:43:49,642 DEBUG: View 0 : 0.553312856516 +2016-08-19 10:43:49,652 DEBUG: View 1 : 0.51338028169 +2016-08-19 10:43:49,911 DEBUG: View 3 : 0.547023809524 +2016-08-19 10:43:50,014 DEBUG: View 2 : 0.517298701299 +2016-08-19 10:43:50,291 DEBUG: View 4 : 0.585127591707 +2016-08-19 10:43:50,453 DEBUG: Best view : Methyl_ +2016-08-19 10:43:50,462 DEBUG: Start: Iteration 3 +2016-08-19 10:43:50,692 DEBUG: View 0 : 0.612539246468 +2016-08-19 10:43:50,705 DEBUG: View 1 : 0.429512697323 +2016-08-19 10:43:50,961 DEBUG: View 3 : 0.731892010536 +2016-08-19 10:43:51,068 DEBUG: View 2 : 0.573506289308 +2016-08-19 10:43:51,340 DEBUG: View 4 : 0.535773078384 +2016-08-19 10:43:51,526 DEBUG: Best view : Clinic_ +2016-08-19 10:43:51,536 DEBUG: Start: Iteration 4 +2016-08-19 10:43:51,828 DEBUG: View 0 : 0.608986175115 +2016-08-19 10:43:51,841 DEBUG: View 1 : 0.647108843537 +2016-08-19 10:43:52,096 DEBUG: View 3 : 0.496676473793 +2016-08-19 10:43:52,198 DEBUG: View 2 : 0.46656504065 +2016-08-19 10:43:52,468 DEBUG: View 4 : 0.490380245417 +2016-08-19 10:43:52,609 DEBUG: Best view : Methyl_ +2016-08-19 10:43:52,620 DEBUG: Start: Iteration 5 +2016-08-19 10:43:52,903 DEBUG: View 0 : 0.562848383501 +2016-08-19 10:43:52,915 DEBUG: View 1 : 0.570028011204 +2016-08-19 10:43:53,171 DEBUG: View 3 : 0.652527677738 +2016-08-19 10:43:53,276 DEBUG: View 2 : 0.567383669886 +2016-08-19 10:43:53,576 DEBUG: View 4 : 0.595195374801 +2016-08-19 10:43:53,789 DEBUG: Best view : Clinic_ +2016-08-19 10:43:53,800 DEBUG: Start: Iteration 6 +2016-08-19 10:43:54,030 DEBUG: View 0 : 0.602203647416 +2016-08-19 10:43:54,041 DEBUG: View 1 : 0.632392473118 +2016-08-19 10:43:54,298 DEBUG: View 3 : 0.514393939394 +2016-08-19 10:43:54,401 DEBUG: View 2 : 0.552826784282 +2016-08-19 10:43:54,676 DEBUG: View 4 : 0.495511492552 +2016-08-19 10:43:54,866 DEBUG: Best view : Methyl_ +2016-08-19 10:43:54,878 DEBUG: Start: Iteration 7 +2016-08-19 10:43:55,158 DEBUG: View 0 : 0.575297619048 +2016-08-19 10:43:55,170 DEBUG: View 1 : 0.727341146113 +2016-08-19 10:43:55,428 DEBUG: View 3 : 0.506805194805 +2016-08-19 10:43:55,531 DEBUG: View 2 : 0.537909709338 +2016-08-19 10:43:55,809 DEBUG: View 4 : 0.557043650794 +2016-08-19 10:43:55,953 DEBUG: Best view : MiRNA__ +2016-08-19 10:43:55,965 DEBUG: Start: Iteration 8 +2016-08-19 10:43:56,248 DEBUG: View 0 : 0.506906702899 +2016-08-19 10:43:56,260 DEBUG: View 1 : 0.649395509499 +2016-08-19 10:43:56,528 DEBUG: View 3 : 0.547054597701 +2016-08-19 10:43:56,630 DEBUG: View 2 : 0.52017756255 +2016-08-19 10:43:56,926 DEBUG: View 4 : 0.604604154969 +2016-08-19 10:43:57,151 DEBUG: Best view : MRNASeq +2016-08-19 10:43:57,164 DEBUG: Start: Iteration 9 +2016-08-19 10:43:57,407 DEBUG: View 0 : 0.588333333333 +2016-08-19 10:43:57,417 DEBUG: View 1 : 0.346501665873 +2016-08-19 10:43:57,681 DEBUG: View 3 : 0.561002286964 +2016-08-19 10:43:57,788 DEBUG: View 2 : 0.556623198353 +2016-08-19 10:43:58,067 DEBUG: View 4 : 0.546925566343 +2016-08-19 10:43:58,250 DEBUG: Best view : RNASeq_ +2016-08-19 10:43:58,263 DEBUG: Start: Iteration 10 +2016-08-19 10:43:58,551 DEBUG: View 0 : 0.421052631579 +2016-08-19 10:43:58,563 DEBUG: View 1 : 0.552022058824 +2016-08-19 10:43:58,818 DEBUG: View 3 : 0.457297514034 +2016-08-19 10:43:58,923 DEBUG: View 2 : 0.5254019927 +2016-08-19 10:43:59,207 DEBUG: View 4 : 0.518342391304 +2016-08-19 10:43:59,361 DEBUG: Best view : MiRNA__ +2016-08-19 10:43:59,374 DEBUG: Start: Iteration 11 +2016-08-19 10:43:59,624 DEBUG: View 0 : 0.420180722892 +2016-08-19 10:43:59,636 DEBUG: View 1 : 0.726356589147 +2016-08-19 10:43:59,897 DEBUG: View 3 : 0.54485645933 +2016-08-19 10:43:59,998 DEBUG: View 2 : 0.612403100775 +2016-08-19 10:44:00,277 DEBUG: View 4 : 0.498217468806 +2016-08-19 10:44:00,474 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:00,488 DEBUG: Start: Iteration 12 +2016-08-19 10:44:00,746 DEBUG: View 0 : 0.60108892922 +2016-08-19 10:44:00,756 DEBUG: View 1 : 0.783433994823 +2016-08-19 10:44:01,025 DEBUG: View 3 : 0.576648517846 +2016-08-19 10:44:01,156 DEBUG: View 2 : 0.579577810506 +2016-08-19 10:44:01,441 DEBUG: View 4 : 0.561181434599 +2016-08-19 10:44:01,593 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:01,607 DEBUG: Start: Iteration 13 +2016-08-19 10:44:01,899 DEBUG: View 0 : 0.510160197828 +2016-08-19 10:44:01,908 DEBUG: View 1 : 0.810945273632 +2016-08-19 10:44:02,182 DEBUG: View 3 : 0.597032577142 +2016-08-19 10:44:02,305 DEBUG: View 2 : 0.541213768116 +2016-08-19 10:44:02,652 DEBUG: View 4 : 0.528150406504 +2016-08-19 10:44:02,815 DEBUG: Best view : Clinic_ +2016-08-19 10:44:02,829 DEBUG: Start: Iteration 14 +2016-08-19 10:44:03,109 DEBUG: View 0 : 0.627288040427 +2016-08-19 10:44:03,120 DEBUG: View 1 : 0.678442028986 +2016-08-19 10:44:03,379 DEBUG: View 3 : 0.544006510871 +2016-08-19 10:44:03,480 DEBUG: View 2 : 0.572139303483 +2016-08-19 10:44:03,768 DEBUG: View 4 : 0.570726495726 +2016-08-19 10:44:03,923 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:03,937 DEBUG: Start: Iteration 15 +2016-08-19 10:44:04,160 DEBUG: View 0 : 0.44920411985 +2016-08-19 10:44:04,171 DEBUG: View 1 : 0.688131313131 +2016-08-19 10:44:04,428 DEBUG: View 3 : 0.51338028169 +2016-08-19 10:44:04,527 DEBUG: View 2 : 0.499754540992 +2016-08-19 10:44:04,809 DEBUG: View 4 : 0.550746569814 +2016-08-19 10:44:05,039 DEBUG: Best view : MRNASeq +2016-08-19 10:44:05,053 DEBUG: Start: Iteration 16 +2016-08-19 10:44:05,347 DEBUG: View 0 : 0.554989384289 +2016-08-19 10:44:05,357 DEBUG: View 1 : 0.732911985019 +2016-08-19 10:44:05,614 DEBUG: View 3 : 0.633058176101 +2016-08-19 10:44:05,714 DEBUG: View 2 : 0.510788505519 +2016-08-19 10:44:05,997 DEBUG: View 4 : 0.519108952703 +2016-08-19 10:44:06,163 DEBUG: Best view : Clinic_ +2016-08-19 10:44:06,178 DEBUG: Start: Iteration 17 +2016-08-19 10:44:06,467 DEBUG: View 0 : 0.49110707804 +2016-08-19 10:44:06,478 DEBUG: View 1 : 0.559377211607 +2016-08-19 10:44:06,735 DEBUG: View 3 : 0.497357723577 +2016-08-19 10:44:06,836 DEBUG: View 2 : 0.553049289891 +2016-08-19 10:44:07,110 DEBUG: View 4 : 0.527564102564 +2016-08-19 10:44:07,295 DEBUG: Best view : RNASeq_ +2016-08-19 10:44:07,310 DEBUG: Start: Iteration 18 +2016-08-19 10:44:07,586 DEBUG: View 0 : 0.558352402746 +2016-08-19 10:44:07,598 DEBUG: View 1 : 0.627659574468 +2016-08-19 10:44:07,852 DEBUG: View 3 : 0.585501670548 +2016-08-19 10:44:07,955 DEBUG: View 2 : 0.514960629921 +2016-08-19 10:44:08,229 DEBUG: View 4 : 0.542502088555 +2016-08-19 10:44:08,418 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:08,433 DEBUG: Start: Iteration 19 +2016-08-19 10:44:08,648 DEBUG: View 0 : 0.484178459119 +2016-08-19 10:44:08,659 DEBUG: View 1 : 0.686702551834 +2016-08-19 10:44:08,918 DEBUG: View 3 : 0.512583625358 +2016-08-19 10:44:09,021 DEBUG: View 2 : 0.579150197628 +2016-08-19 10:44:09,300 DEBUG: View 4 : 0.505140961857 +2016-08-19 10:44:09,549 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:09,564 DEBUG: Start: Iteration 20 +2016-08-19 10:44:09,782 DEBUG: View 0 : 0.540461933276 +2016-08-19 10:44:09,793 DEBUG: View 1 : 0.536507936508 +2016-08-19 10:44:10,050 DEBUG: View 3 : 0.523767734386 +2016-08-19 10:44:10,153 DEBUG: View 2 : 0.462820512821 +2016-08-19 10:44:10,431 DEBUG: View 4 : 0.567966903073 +2016-08-19 10:44:10,682 DEBUG: Best view : Clinic_ +2016-08-19 10:44:10,698 DEBUG: Start: Iteration 21 +2016-08-19 10:44:10,984 DEBUG: View 0 : 0.586024720893 +2016-08-19 10:44:10,998 DEBUG: View 1 : 0.583860759494 +2016-08-19 10:44:11,256 DEBUG: View 3 : 0.508072407045 +2016-08-19 10:44:11,356 DEBUG: View 2 : 0.452566568796 +2016-08-19 10:44:11,636 DEBUG: View 4 : 0.606898238748 +2016-08-19 10:44:11,823 DEBUG: Best view : MRNASeq +2016-08-19 10:44:11,839 DEBUG: Start: Iteration 22 +2016-08-19 10:44:12,126 DEBUG: View 0 : 0.533559322034 +2016-08-19 10:44:12,138 DEBUG: View 1 : 0.568181818182 +2016-08-19 10:44:12,394 DEBUG: View 3 : 0.554924242424 +2016-08-19 10:44:12,493 DEBUG: View 2 : 0.569661266568 +2016-08-19 10:44:12,772 DEBUG: View 4 : 0.543226381462 +2016-08-19 10:44:12,963 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:12,980 DEBUG: Start: Iteration 23 +2016-08-19 10:44:13,213 DEBUG: View 0 : 0.542901234568 +2016-08-19 10:44:13,226 DEBUG: View 1 : 0.615104166667 +2016-08-19 10:44:13,483 DEBUG: View 3 : 0.509671084929 +2016-08-19 10:44:13,585 DEBUG: View 2 : 0.599487522282 +2016-08-19 10:44:13,867 DEBUG: View 4 : 0.540556900726 +2016-08-19 10:44:14,107 DEBUG: Best view : RNASeq_ +2016-08-19 10:44:14,124 DEBUG: Start: Iteration 24 +2016-08-19 10:44:14,400 DEBUG: View 0 : 0.536168032787 +2016-08-19 10:44:14,411 DEBUG: View 1 : 0.580097785447 +2016-08-19 10:44:14,668 DEBUG: View 3 : 0.658910162003 +2016-08-19 10:44:14,768 DEBUG: View 2 : 0.563596491228 +2016-08-19 10:44:15,048 DEBUG: View 4 : 0.587660613784 +2016-08-19 10:44:15,258 DEBUG: Best view : Clinic_ +2016-08-19 10:44:15,275 DEBUG: Start: Iteration 25 +2016-08-19 10:44:15,505 DEBUG: View 0 : 0.429512697323 +2016-08-19 10:44:15,517 DEBUG: View 1 : 0.598258196721 +2016-08-19 10:44:15,775 DEBUG: View 3 : 0.507620584544 +2016-08-19 10:44:15,877 DEBUG: View 2 : 0.497357723577 +2016-08-19 10:44:16,151 DEBUG: View 4 : 0.509029690848 +2016-08-19 10:44:16,415 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:16,432 DEBUG: Start: Iteration 26 +2016-08-19 10:44:16,675 DEBUG: View 0 : 0.503463203463 +2016-08-19 10:44:16,686 DEBUG: View 1 : 0.412896825397 +2016-08-19 10:44:16,942 DEBUG: View 3 : 0.537089201878 +2016-08-19 10:44:17,044 DEBUG: View 2 : 0.547894441325 +2016-08-19 10:44:17,320 DEBUG: View 4 : 0.564085144928 +2016-08-19 10:44:17,581 DEBUG: Best view : MRNASeq +2016-08-19 10:44:17,599 DEBUG: Start: Iteration 27 +2016-08-19 10:44:17,876 DEBUG: View 0 : 0.57112590799 +2016-08-19 10:44:17,888 DEBUG: View 1 : 0.597350230415 +2016-08-19 10:44:18,147 DEBUG: View 3 : 0.512880067568 +2016-08-19 10:44:18,247 DEBUG: View 2 : 0.536552498596 +2016-08-19 10:44:18,525 DEBUG: View 4 : 0.613888888889 +2016-08-19 10:44:18,738 DEBUG: Best view : MRNASeq +2016-08-19 10:44:18,756 DEBUG: Start: Iteration 28 +2016-08-19 10:44:18,987 DEBUG: View 0 : 0.526878526879 +2016-08-19 10:44:18,998 DEBUG: View 1 : 0.600636523266 +2016-08-19 10:44:19,261 DEBUG: View 3 : 0.616804864566 +2016-08-19 10:44:19,388 DEBUG: View 2 : 0.556830440326 +2016-08-19 10:44:19,670 DEBUG: View 4 : 0.534372785259 +2016-08-19 10:44:19,910 DEBUG: Best view : Clinic_ +2016-08-19 10:44:19,927 DEBUG: Start: Iteration 29 +2016-08-19 10:44:20,225 DEBUG: View 0 : 0.5125 +2016-08-19 10:44:20,235 DEBUG: View 1 : 0.54797008547 +2016-08-19 10:44:20,496 DEBUG: View 3 : 0.605072463768 +2016-08-19 10:44:20,628 DEBUG: View 2 : 0.498217468806 +2016-08-19 10:44:20,907 DEBUG: View 4 : 0.556967213115 +2016-08-19 10:44:21,188 DEBUG: Best view : Clinic_ +2016-08-19 10:44:21,207 DEBUG: Start: Iteration 30 +2016-08-19 10:44:21,488 DEBUG: View 0 : 0.534429599178 +2016-08-19 10:44:21,499 DEBUG: View 1 : 0.438146167558 +2016-08-19 10:44:21,755 DEBUG: View 3 : 0.56573083779 +2016-08-19 10:44:21,857 DEBUG: View 2 : 0.545963229416 +2016-08-19 10:44:22,132 DEBUG: View 4 : 0.559935897436 +2016-08-19 10:44:22,367 DEBUG: Best view : Clinic_ +2016-08-19 10:44:22,386 DEBUG: Start: Iteration 31 +2016-08-19 10:44:22,666 DEBUG: View 0 : 0.486558084772 +2016-08-19 10:44:22,678 DEBUG: View 1 : 0.371960486322 +2016-08-19 10:44:22,934 DEBUG: View 3 : 0.723685508533 +2016-08-19 10:44:23,038 DEBUG: View 2 : 0.591585497835 +2016-08-19 10:44:23,310 DEBUG: View 4 : 0.469229217111 +2016-08-19 10:44:23,539 DEBUG: Best view : Clinic_ +2016-08-19 10:44:23,558 DEBUG: Start: Iteration 32 +2016-08-19 10:44:23,783 DEBUG: View 0 : 0.505474992601 +2016-08-19 10:44:23,796 DEBUG: View 1 : 0.48951048951 +2016-08-19 10:44:24,052 DEBUG: View 3 : 0.598562316493 +2016-08-19 10:44:24,151 DEBUG: View 2 : 0.656311154599 +2016-08-19 10:44:24,429 DEBUG: View 4 : 0.539987900786 +2016-08-19 10:44:24,727 DEBUG: Best view : RNASeq_ +2016-08-19 10:44:24,746 DEBUG: Start: Iteration 33 +2016-08-19 10:44:25,033 DEBUG: View 0 : 0.564356435644 +2016-08-19 10:44:25,044 DEBUG: View 1 : 0.60524691358 +2016-08-19 10:44:25,301 DEBUG: View 3 : 0.607181505165 +2016-08-19 10:44:25,400 DEBUG: View 2 : 0.55892053973 +2016-08-19 10:44:25,682 DEBUG: View 4 : 0.525819672131 +2016-08-19 10:44:25,918 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:25,937 DEBUG: Start: Iteration 34 +2016-08-19 10:44:26,194 DEBUG: View 0 : 0.42962962963 +2016-08-19 10:44:26,206 DEBUG: View 1 : 0.693069306931 +2016-08-19 10:44:26,463 DEBUG: View 3 : 0.550595238095 +2016-08-19 10:44:26,566 DEBUG: View 2 : 0.556967213115 +2016-08-19 10:44:26,839 DEBUG: View 4 : 0.570726495726 +2016-08-19 10:44:27,108 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:27,127 DEBUG: Start: Iteration 35 +2016-08-19 10:44:27,412 DEBUG: View 0 : 0.630792682927 +2016-08-19 10:44:27,425 DEBUG: View 1 : 0.629585207396 +2016-08-19 10:44:27,683 DEBUG: View 3 : 0.570487302677 +2016-08-19 10:44:27,784 DEBUG: View 2 : 0.500432900433 +2016-08-19 10:44:28,058 DEBUG: View 4 : 0.586956521739 +2016-08-19 10:44:28,298 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:28,318 DEBUG: Start: Iteration 36 +2016-08-19 10:44:28,610 DEBUG: View 0 : 0.571932921447 +2016-08-19 10:44:28,622 DEBUG: View 1 : 0.810945273632 +2016-08-19 10:44:28,878 DEBUG: View 3 : 0.603837745932 +2016-08-19 10:44:28,976 DEBUG: View 2 : 0.505255255255 +2016-08-19 10:44:29,255 DEBUG: View 4 : 0.5899016238 +2016-08-19 10:44:29,497 DEBUG: Best view : Clinic_ +2016-08-19 10:44:29,517 DEBUG: Start: Iteration 37 +2016-08-19 10:44:29,742 DEBUG: View 0 : 0.503688311688 +2016-08-19 10:44:29,756 DEBUG: View 1 : 0.394825268817 +2016-08-19 10:44:30,013 DEBUG: View 3 : 0.540434966216 +2016-08-19 10:44:30,115 DEBUG: View 2 : 0.60183982684 +2016-08-19 10:44:30,392 DEBUG: View 4 : 0.559147509579 +2016-08-19 10:44:30,707 DEBUG: Best view : RNASeq_ +2016-08-19 10:44:30,727 DEBUG: Start: Iteration 38 +2016-08-19 10:44:30,951 DEBUG: View 0 : 0.598392210145 +2016-08-19 10:44:30,963 DEBUG: View 1 : 0.638193845269 +2016-08-19 10:44:31,225 DEBUG: View 3 : 0.714327830189 +2016-08-19 10:44:31,333 DEBUG: View 2 : 0.570578326783 +2016-08-19 10:44:31,614 DEBUG: View 4 : 0.557375328084 +2016-08-19 10:44:31,934 DEBUG: Best view : Clinic_ +2016-08-19 10:44:31,954 DEBUG: Start: Iteration 39 +2016-08-19 10:44:32,186 DEBUG: View 0 : 0.459242618742 +2016-08-19 10:44:32,198 DEBUG: View 1 : 0.454761904762 +2016-08-19 10:44:32,456 DEBUG: View 3 : 0.514823914824 +2016-08-19 10:44:32,557 DEBUG: View 2 : 0.568443443443 +2016-08-19 10:44:32,831 DEBUG: View 4 : 0.589186351706 +2016-08-19 10:44:33,140 DEBUG: Best view : MRNASeq +2016-08-19 10:44:33,160 DEBUG: Start: Iteration 40 +2016-08-19 10:44:33,396 DEBUG: View 0 : 0.397624496023 +2016-08-19 10:44:33,407 DEBUG: View 1 : 0.663118527043 +2016-08-19 10:44:33,664 DEBUG: View 3 : 0.488442103 +2016-08-19 10:44:33,763 DEBUG: View 2 : 0.583581033263 +2016-08-19 10:44:34,046 DEBUG: View 4 : 0.544759477541 +2016-08-19 10:44:34,357 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:34,378 DEBUG: Start: Iteration 41 +2016-08-19 10:44:34,621 DEBUG: View 0 : 0.536931818182 +2016-08-19 10:44:34,632 DEBUG: View 1 : 0.530577956989 +2016-08-19 10:44:34,891 DEBUG: View 3 : 0.68335832084 +2016-08-19 10:44:34,992 DEBUG: View 2 : 0.571667486473 +2016-08-19 10:44:35,267 DEBUG: View 4 : 0.567383669886 +2016-08-19 10:44:35,580 DEBUG: Best view : Clinic_ +2016-08-19 10:44:35,602 DEBUG: Start: Iteration 42 +2016-08-19 10:44:35,858 DEBUG: View 0 : 0.491725768322 +2016-08-19 10:44:35,870 DEBUG: View 1 : 0.736013686912 +2016-08-19 10:44:36,136 DEBUG: View 3 : 0.491133057237 +2016-08-19 10:44:36,246 DEBUG: View 2 : 0.594160007892 +2016-08-19 10:44:36,527 DEBUG: View 4 : 0.550401978973 +2016-08-19 10:44:36,809 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:36,829 DEBUG: Start: Iteration 43 +2016-08-19 10:44:37,111 DEBUG: View 0 : 0.591132478632 +2016-08-19 10:44:37,123 DEBUG: View 1 : 0.659838935574 +2016-08-19 10:44:37,381 DEBUG: View 3 : 0.534653465347 +2016-08-19 10:44:37,482 DEBUG: View 2 : 0.550690989497 +2016-08-19 10:44:37,759 DEBUG: View 4 : 0.528894989705 +2016-08-19 10:44:38,034 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:38,055 DEBUG: Start: Iteration 44 +2016-08-19 10:44:38,340 DEBUG: View 0 : 0.514889705882 +2016-08-19 10:44:38,352 DEBUG: View 1 : 0.418735224586 +2016-08-19 10:44:38,610 DEBUG: View 3 : 0.633333333333 +2016-08-19 10:44:38,712 DEBUG: View 2 : 0.55918972332 +2016-08-19 10:44:38,984 DEBUG: View 4 : 0.529249011858 +2016-08-19 10:44:39,262 DEBUG: Best view : Clinic_ +2016-08-19 10:44:39,284 DEBUG: Start: Iteration 45 +2016-08-19 10:44:39,569 DEBUG: View 0 : 0.53864013267 +2016-08-19 10:44:39,582 DEBUG: View 1 : 0.599037690457 +2016-08-19 10:44:39,838 DEBUG: View 3 : 0.522983411422 +2016-08-19 10:44:39,944 DEBUG: View 2 : 0.58319967923 +2016-08-19 10:44:40,224 DEBUG: View 4 : 0.530530530531 +2016-08-19 10:44:40,492 DEBUG: Best view : RNASeq_ +2016-08-19 10:44:40,514 DEBUG: Start: Iteration 46 +2016-08-19 10:44:40,730 DEBUG: View 0 : 0.527564102564 +2016-08-19 10:44:40,742 DEBUG: View 1 : 0.647108843537 +2016-08-19 10:44:41,001 DEBUG: View 3 : 0.49597091195 +2016-08-19 10:44:41,105 DEBUG: View 2 : 0.526395173454 +2016-08-19 10:44:41,382 DEBUG: View 4 : 0.584690893901 +2016-08-19 10:44:41,721 DEBUG: Best view : MRNASeq +2016-08-19 10:44:41,743 DEBUG: Start: Iteration 47 +2016-08-19 10:44:41,976 DEBUG: View 0 : 0.421210906175 +2016-08-19 10:44:41,988 DEBUG: View 1 : 0.647108843537 +2016-08-19 10:44:42,246 DEBUG: View 3 : 0.493119493119 +2016-08-19 10:44:42,345 DEBUG: View 2 : 0.539229249012 +2016-08-19 10:44:42,625 DEBUG: View 4 : 0.564085144928 +2016-08-19 10:44:42,963 DEBUG: Best view : MRNASeq +2016-08-19 10:44:42,986 DEBUG: Start: Iteration 48 +2016-08-19 10:44:43,270 DEBUG: View 0 : 0.619612068966 +2016-08-19 10:44:43,282 DEBUG: View 1 : 0.433455742687 +2016-08-19 10:44:43,540 DEBUG: View 3 : 0.532263690269 +2016-08-19 10:44:43,642 DEBUG: View 2 : 0.474253144654 +2016-08-19 10:44:43,918 DEBUG: View 4 : 0.542737340071 +2016-08-19 10:44:44,202 DEBUG: Best view : Methyl_ +2016-08-19 10:44:44,225 DEBUG: Start: Iteration 49 +2016-08-19 10:44:44,468 DEBUG: View 0 : 0.459191176471 +2016-08-19 10:44:44,480 DEBUG: View 1 : 0.44972826087 +2016-08-19 10:44:44,739 DEBUG: View 3 : 0.591130555832 +2016-08-19 10:44:44,842 DEBUG: View 2 : 0.569169960474 +2016-08-19 10:44:45,123 DEBUG: View 4 : 0.526197017268 +2016-08-19 10:44:45,455 DEBUG: Best view : Clinic_ +2016-08-19 10:44:45,479 DEBUG: Start: Iteration 50 +2016-08-19 10:44:45,764 DEBUG: View 0 : 0.441287878788 +2016-08-19 10:44:45,775 DEBUG: View 1 : 0.563216424294 +2016-08-19 10:44:46,032 DEBUG: View 3 : 0.492617617618 +2016-08-19 10:44:46,136 DEBUG: View 2 : 0.568443443443 +2016-08-19 10:44:46,411 DEBUG: View 4 : 0.607745098039 +2016-08-19 10:44:46,713 DEBUG: Best view : MRNASeq +2016-08-19 10:44:46,737 DEBUG: Start: Iteration 51 +2016-08-19 10:44:46,955 DEBUG: View 0 : 0.474675324675 +2016-08-19 10:44:46,966 DEBUG: View 1 : 0.732911985019 +2016-08-19 10:44:47,230 DEBUG: View 3 : 0.570490196078 +2016-08-19 10:44:47,359 DEBUG: View 2 : 0.490328915071 +2016-08-19 10:44:47,638 DEBUG: View 4 : 0.518342391304 +2016-08-19 10:44:47,974 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:47,998 DEBUG: Start: Iteration 52 +2016-08-19 10:44:48,216 DEBUG: View 0 : 0.490718705378 +2016-08-19 10:44:48,228 DEBUG: View 1 : 0.667708333333 +2016-08-19 10:44:48,491 DEBUG: View 3 : 0.50512295082 +2016-08-19 10:44:48,592 DEBUG: View 2 : 0.548678861789 +2016-08-19 10:44:48,869 DEBUG: View 4 : 0.54039312545 +2016-08-19 10:44:49,226 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:49,250 DEBUG: Start: Iteration 53 +2016-08-19 10:44:49,537 DEBUG: View 0 : 0.613036565978 +2016-08-19 10:44:49,549 DEBUG: View 1 : 0.533455882353 +2016-08-19 10:44:49,805 DEBUG: View 3 : 0.567018602313 +2016-08-19 10:44:49,908 DEBUG: View 2 : 0.515898617512 +2016-08-19 10:44:50,180 DEBUG: View 4 : 0.584196507843 +2016-08-19 10:44:50,491 DEBUG: Best view : Methyl_ +2016-08-19 10:44:50,515 DEBUG: Start: Iteration 54 +2016-08-19 10:44:50,762 DEBUG: View 0 : 0.579471544715 +2016-08-19 10:44:50,773 DEBUG: View 1 : 0.401119402985 +2016-08-19 10:44:51,031 DEBUG: View 3 : 0.594669215249 +2016-08-19 10:44:51,130 DEBUG: View 2 : 0.556299385426 +2016-08-19 10:44:51,407 DEBUG: View 4 : 0.561002286964 +2016-08-19 10:44:51,755 DEBUG: Best view : RNASeq_ +2016-08-19 10:44:51,780 DEBUG: Start: Iteration 55 +2016-08-19 10:44:52,004 DEBUG: View 0 : 0.56176097973 +2016-08-19 10:44:52,015 DEBUG: View 1 : 0.635466507177 +2016-08-19 10:44:52,281 DEBUG: View 3 : 0.574142079271 +2016-08-19 10:44:52,378 DEBUG: View 2 : 0.514960629921 +2016-08-19 10:44:52,679 DEBUG: View 4 : 0.522983411422 +2016-08-19 10:44:53,036 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:53,061 DEBUG: Start: Iteration 56 +2016-08-19 10:44:53,317 DEBUG: View 0 : 0.608215962441 +2016-08-19 10:44:53,328 DEBUG: View 1 : 0.645151033386 +2016-08-19 10:44:53,588 DEBUG: View 3 : 0.621347761928 +2016-08-19 10:44:53,689 DEBUG: View 2 : 0.547054597701 +2016-08-19 10:44:53,967 DEBUG: View 4 : 0.594545009785 +2016-08-19 10:44:54,331 DEBUG: Best view : MRNASeq +2016-08-19 10:44:54,356 DEBUG: Start: Iteration 57 +2016-08-19 10:44:54,601 DEBUG: View 0 : 0.478980754758 +2016-08-19 10:44:54,614 DEBUG: View 1 : 0.465627214741 +2016-08-19 10:44:54,871 DEBUG: View 3 : 0.701844262295 +2016-08-19 10:44:54,971 DEBUG: View 2 : 0.513954402516 +2016-08-19 10:44:55,248 DEBUG: View 4 : 0.514823914824 +2016-08-19 10:44:55,617 DEBUG: Best view : Clinic_ +2016-08-19 10:44:55,642 DEBUG: Start: Iteration 58 +2016-08-19 10:44:55,920 DEBUG: View 0 : 0.631601049869 +2016-08-19 10:44:55,932 DEBUG: View 1 : 0.580097785447 +2016-08-19 10:44:56,192 DEBUG: View 3 : 0.503327283727 +2016-08-19 10:44:56,291 DEBUG: View 2 : 0.555749331473 +2016-08-19 10:44:56,567 DEBUG: View 4 : 0.471012720157 +2016-08-19 10:44:56,897 DEBUG: Best view : Methyl_ +2016-08-19 10:44:56,923 DEBUG: Start: Iteration 59 +2016-08-19 10:44:57,207 DEBUG: View 0 : 0.533455882353 +2016-08-19 10:44:57,220 DEBUG: View 1 : 0.443844155844 +2016-08-19 10:44:57,477 DEBUG: View 3 : 0.555821371611 +2016-08-19 10:44:57,578 DEBUG: View 2 : 0.554478609626 +2016-08-19 10:44:57,858 DEBUG: View 4 : 0.553655660377 +2016-08-19 10:44:58,186 DEBUG: Best view : RNASeq_ +2016-08-19 10:44:58,211 DEBUG: Start: Iteration 60 +2016-08-19 10:44:58,506 DEBUG: View 0 : 0.386138613861 +2016-08-19 10:44:58,519 DEBUG: View 1 : 0.618181818182 +2016-08-19 10:44:58,785 DEBUG: View 3 : 0.471849593496 +2016-08-19 10:44:58,887 DEBUG: View 2 : 0.511078431373 +2016-08-19 10:44:59,165 DEBUG: View 4 : 0.508995173322 +2016-08-19 10:44:59,578 DEBUG: Best view : MiRNA__ +2016-08-19 10:44:59,604 DEBUG: Start: Iteration 61 +2016-08-19 10:44:59,868 DEBUG: View 0 : 0.750131233596 +2016-08-19 10:44:59,880 DEBUG: View 1 : 0.439411764706 +2016-08-19 10:45:00,143 DEBUG: View 3 : 0.510788505519 +2016-08-19 10:45:00,245 DEBUG: View 2 : 0.506805194805 +2016-08-19 10:45:00,530 DEBUG: View 4 : 0.541469661151 +2016-08-19 10:45:00,885 DEBUG: Best view : Methyl_ +2016-08-19 10:45:00,911 DEBUG: Start: Iteration 62 +2016-08-19 10:45:01,193 DEBUG: View 0 : 0.521885521886 +2016-08-19 10:45:01,205 DEBUG: View 1 : 0.647108843537 +2016-08-19 10:45:01,463 DEBUG: View 3 : 0.540784313725 +2016-08-19 10:45:01,566 DEBUG: View 2 : 0.494103773585 +2016-08-19 10:45:01,842 DEBUG: View 4 : 0.503327283727 +2016-08-19 10:45:02,186 DEBUG: Best view : MiRNA__ +2016-08-19 10:45:02,214 DEBUG: Start: Iteration 63 +2016-08-19 10:45:02,511 DEBUG: View 0 : 0.439411764706 +2016-08-19 10:45:02,524 DEBUG: View 1 : 0.645115620576 +2016-08-19 10:45:02,779 DEBUG: View 3 : 0.510788505519 +2016-08-19 10:45:02,880 DEBUG: View 2 : 0.503463203463 +2016-08-19 10:45:03,177 DEBUG: View 4 : 0.525564304462 +2016-08-19 10:45:03,643 DEBUG: Best view : MiRNA__ +2016-08-19 10:45:03,699 DEBUG: Start: Iteration 64 +2016-08-19 10:45:04,013 DEBUG: View 0 : 0.541469661151 +2016-08-19 10:45:04,038 DEBUG: View 1 : 0.712871287129 +2016-08-19 10:45:04,374 DEBUG: View 3 : 0.53942071674 +2016-08-19 10:45:04,514 DEBUG: View 2 : 0.649971925884 +2016-08-19 10:45:04,814 DEBUG: View 4 : 0.523351648352 +2016-08-19 10:45:05,249 DEBUG: Best view : MiRNA__ +2016-08-19 10:45:05,277 DEBUG: Start: Iteration 65 +2016-08-19 10:45:05,572 DEBUG: View 0 : 0.480555555556 +2016-08-19 10:45:05,584 DEBUG: View 1 : 0.618181818182 +2016-08-19 10:45:05,844 DEBUG: View 3 : 0.580564120132 +2016-08-19 10:45:05,948 DEBUG: View 2 : 0.529693799717 +2016-08-19 10:45:06,229 DEBUG: View 4 : 0.574078341014 +2016-08-19 10:45:06,570 DEBUG: Best view : Clinic_ +2016-08-19 10:45:06,598 DEBUG: Start: Iteration 66 +2016-08-19 10:45:06,831 DEBUG: View 0 : 0.474675324675 +2016-08-19 10:45:06,843 DEBUG: View 1 : 0.727618082816 +2016-08-19 10:45:07,101 DEBUG: View 3 : 0.528635682159 +2016-08-19 10:45:07,203 DEBUG: View 2 : 0.512906504065 +2016-08-19 10:45:07,481 DEBUG: View 4 : 0.514228255405 +2016-08-19 10:45:07,890 DEBUG: Best view : MiRNA__ +2016-08-19 10:45:07,917 DEBUG: Start: Iteration 67 +2016-08-19 10:45:08,145 DEBUG: View 0 : 0.498724619937 +2016-08-19 10:45:08,159 DEBUG: View 1 : 0.445005913343 +2016-08-19 10:45:08,428 DEBUG: View 3 : 0.672759433962 +2016-08-19 10:45:08,527 DEBUG: View 2 : 0.574233007793 +2016-08-19 10:45:08,809 DEBUG: View 4 : 0.60396039604 +2016-08-19 10:45:09,214 DEBUG: Best view : Clinic_ +2016-08-19 10:45:09,242 DEBUG: Start: Iteration 68 +2016-08-19 10:45:09,534 DEBUG: View 0 : 0.408529741863 +2016-08-19 10:45:09,546 DEBUG: View 1 : 0.666894781865 +2016-08-19 10:45:09,803 DEBUG: View 3 : 0.579978354978 +2016-08-19 10:45:09,905 DEBUG: View 2 : 0.540556900726 +2016-08-19 10:45:10,196 DEBUG: View 4 : 0.522408551535 +2016-08-19 10:45:10,544 DEBUG: Best view : MiRNA__ +2016-08-19 10:45:10,571 DEBUG: Start: Iteration 69 +2016-08-19 10:45:10,808 DEBUG: View 0 : 0.575373427673 +2016-08-19 10:45:10,818 DEBUG: View 1 : 0.432584269663 +2016-08-19 10:45:11,077 DEBUG: View 3 : 0.492349048801 +2016-08-19 10:45:11,210 DEBUG: View 2 : 0.584722676256 +2016-08-19 10:45:11,488 DEBUG: View 4 : 0.484449760766 +2016-08-19 10:45:11,880 DEBUG: Best view : RNASeq_ +2016-08-19 10:45:11,910 DEBUG: Start: Iteration 70 +2016-08-19 10:45:12,175 DEBUG: View 0 : 0.411666666667 +2016-08-19 10:45:12,187 DEBUG: View 1 : 0.652527677738 +2016-08-19 10:45:12,459 DEBUG: View 3 : 0.529693799717 +2016-08-19 10:45:12,559 DEBUG: View 2 : 0.590997770346 +2016-08-19 10:45:12,875 DEBUG: View 4 : 0.518688024409 +2016-08-19 10:45:13,248 DEBUG: Best view : MiRNA__ +2016-08-19 10:45:13,278 DEBUG: Start: Iteration 71 +2016-08-19 10:45:13,577 DEBUG: View 0 : 0.532364787112 +2016-08-19 10:45:13,589 DEBUG: View 1 : 0.662596662597 +2016-08-19 10:45:13,862 DEBUG: View 3 : 0.573075380914 +2016-08-19 10:45:13,969 DEBUG: View 2 : 0.585127591707 +2016-08-19 10:45:14,272 DEBUG: View 4 : 0.516964285714 +2016-08-19 10:45:14,725 DEBUG: Best view : RNASeq_ +2016-08-19 10:45:14,754 DEBUG: Start: Iteration 72 +2016-08-19 10:45:15,052 DEBUG: View 0 : 0.5625 +2016-08-19 10:45:15,065 DEBUG: View 1 : 0.708492881689 +2016-08-19 10:45:15,326 DEBUG: View 3 : 0.500877963126 +2016-08-19 10:45:15,428 DEBUG: View 2 : 0.584722676256 +2016-08-19 10:45:15,709 DEBUG: View 4 : 0.591585497835 +2016-08-19 10:45:16,245 DEBUG: Best view : MiRNA__ +2016-08-19 10:45:16,277 DEBUG: Start: Iteration 73 +2016-08-19 10:45:16,588 DEBUG: View 0 : 0.445010615711 +2016-08-19 10:45:16,600 DEBUG: View 1 : 0.651754385965 +2016-08-19 10:45:16,857 DEBUG: View 3 : 0.538487282463 +2016-08-19 10:45:16,955 DEBUG: View 2 : 0.499301150414 +2016-08-19 10:45:17,240 DEBUG: View 4 : 0.543226381462 +2016-08-19 10:45:17,618 DEBUG: Best view : Clinic_ +2016-08-19 10:45:17,647 DEBUG: Start: Iteration 74 +2016-08-19 10:45:17,958 DEBUG: View 0 : 0.474956822107 +2016-08-19 10:45:17,968 DEBUG: View 1 : 0.47249589491 +2016-08-19 10:45:18,233 DEBUG: View 3 : 0.666797835711 +2016-08-19 10:45:18,370 DEBUG: View 2 : 0.575520833333 +2016-08-19 10:45:18,654 DEBUG: View 4 : 0.515471311475 +2016-08-19 10:45:19,077 DEBUG: Best view : Clinic_ +2016-08-19 10:45:19,107 DEBUG: Start: Iteration 75 +2016-08-19 10:45:19,402 DEBUG: View 0 : 0.366755793226 +2016-08-19 10:45:19,415 DEBUG: View 1 : 0.602203647416 +2016-08-19 10:45:19,670 DEBUG: View 3 : 0.505140961857 +2016-08-19 10:45:19,773 DEBUG: View 2 : 0.581264775414 +2016-08-19 10:45:20,049 DEBUG: View 4 : 0.529693799717 +2016-08-19 10:45:20,433 DEBUG: Best view : RNASeq_ +2016-08-19 10:45:20,463 DEBUG: Start: Iteration 76 +2016-08-19 10:45:20,761 DEBUG: View 0 : 0.577174459527 +2016-08-19 10:45:20,773 DEBUG: View 1 : 0.647108843537 +2016-08-19 10:45:21,031 DEBUG: View 3 : 0.703548225887 +2016-08-19 10:45:21,133 DEBUG: View 2 : 0.537003968254 +2016-08-19 10:45:21,414 DEBUG: View 4 : 0.509987893462 +2016-08-19 10:45:21,800 DEBUG: Best view : Clinic_ +2016-08-19 10:45:21,830 DEBUG: Start: Iteration 77 +2016-08-19 10:45:22,058 DEBUG: View 0 : 0.552208106473 +2016-08-19 10:45:22,070 DEBUG: View 1 : 0.562028047465 +2016-08-19 10:45:22,327 DEBUG: View 3 : 0.61976732624 +2016-08-19 10:45:22,427 DEBUG: View 2 : 0.518342391304 +2016-08-19 10:45:22,736 DEBUG: View 4 : 0.527564102564 +2016-08-19 10:45:23,268 DEBUG: Best view : Clinic_ +2016-08-19 10:45:23,301 DEBUG: Start: Iteration 78 +2016-08-19 10:45:23,634 DEBUG: View 0 : 0.467221135029 +2016-08-19 10:45:23,648 DEBUG: View 1 : 0.567063492063 +2016-08-19 10:45:23,933 DEBUG: View 3 : 0.63968015992 +2016-08-19 10:45:24,036 DEBUG: View 2 : 0.555292492848 +2016-08-19 10:45:24,331 DEBUG: View 4 : 0.493469677027 +2016-08-19 10:45:24,764 DEBUG: Best view : Clinic_ +2016-08-19 10:45:24,794 DEBUG: Start: Iteration 79 +2016-08-19 10:45:25,097 DEBUG: View 0 : 0.546709700556 +2016-08-19 10:45:25,108 DEBUG: View 1 : 0.606156274665 +2016-08-19 10:45:25,366 DEBUG: View 3 : 0.700611888112 +2016-08-19 10:45:25,466 DEBUG: View 2 : 0.512583625358 +2016-08-19 10:45:25,752 DEBUG: View 4 : 0.592236842105 +2016-08-19 10:45:26,148 DEBUG: Best view : Clinic_ +2016-08-19 10:45:26,179 DEBUG: Start: Iteration 80 +2016-08-19 10:45:26,420 DEBUG: View 0 : 0.491725768322 +2016-08-19 10:45:26,432 DEBUG: View 1 : 0.580097785447 +2016-08-19 10:45:26,690 DEBUG: View 3 : 0.500313283208 +2016-08-19 10:45:26,799 DEBUG: View 2 : 0.570578326783 +2016-08-19 10:45:27,073 DEBUG: View 4 : 0.520520869666 +2016-08-19 10:45:27,577 DEBUG: Best view : RNASeq_ +2016-08-19 10:45:27,614 DEBUG: Start: Iteration 81 +2016-08-19 10:45:27,952 DEBUG: View 0 : 0.525324675325 +2016-08-19 10:45:27,963 DEBUG: View 1 : 0.591130555832 +2016-08-19 10:45:28,236 DEBUG: View 3 : 0.586027788599 +2016-08-19 10:45:28,340 DEBUG: View 2 : 0.5431711146 +2016-08-19 10:45:28,672 DEBUG: View 4 : 0.548825587206 +2016-08-19 10:45:29,112 DEBUG: Best view : Clinic_ +2016-08-19 10:45:29,157 DEBUG: Start: Iteration 82 +2016-08-19 10:45:29,459 DEBUG: View 0 : 0.527454068241 +2016-08-19 10:45:29,470 DEBUG: View 1 : 0.581719128329 +2016-08-19 10:45:29,760 DEBUG: View 3 : 0.540784313725 +2016-08-19 10:45:29,895 DEBUG: View 2 : 0.524720893142 +2016-08-19 10:45:30,186 DEBUG: View 4 : 0.530882352941 +2016-08-19 10:45:30,674 DEBUG: Best view : MiRNA__ +2016-08-19 10:45:30,706 DEBUG: Start: Iteration 83 +2016-08-19 10:45:30,955 DEBUG: View 0 : 0.580060964676 +2016-08-19 10:45:30,967 DEBUG: View 1 : 0.50422705314 +2016-08-19 10:45:31,242 DEBUG: View 3 : 0.585167400293 +2016-08-19 10:45:31,376 DEBUG: View 2 : 0.581087799543 +2016-08-19 10:45:31,652 DEBUG: View 4 : 0.639031620553 +2016-08-19 10:45:32,104 DEBUG: Best view : MRNASeq +2016-08-19 10:45:32,142 DEBUG: Start: Iteration 84 +2016-08-19 10:45:32,476 DEBUG: View 0 : 0.490970309152 +2016-08-19 10:45:32,479 DEBUG: View 1 : 0.631157635468 +2016-08-19 10:45:32,773 DEBUG: View 3 : 0.633684210526 +2016-08-19 10:45:32,882 DEBUG: View 2 : 0.515898617512 +2016-08-19 10:45:33,174 DEBUG: View 4 : 0.553312856516 +2016-08-19 10:45:33,725 DEBUG: Best view : MiRNA__ +2016-08-19 10:45:33,775 DEBUG: Start: Iteration 85 +2016-08-19 10:45:34,049 DEBUG: View 0 : 0.591585497835 +2016-08-19 10:45:34,061 DEBUG: View 1 : 0.636860969628 +2016-08-19 10:45:34,343 DEBUG: View 3 : 0.650395256917 +2016-08-19 10:45:34,451 DEBUG: View 2 : 0.50252667041 +2016-08-19 10:45:34,727 DEBUG: View 4 : 0.545132093933 +2016-08-19 10:45:35,190 DEBUG: Best view : Clinic_ +2016-08-19 10:45:35,223 DEBUG: Start: Iteration 86 +2016-08-19 10:45:35,475 DEBUG: View 0 : 0.46135986733 +2016-08-19 10:45:35,487 DEBUG: View 1 : 0.648062015504 +2016-08-19 10:45:35,745 DEBUG: View 3 : 0.549209486166 +2016-08-19 10:45:35,847 DEBUG: View 2 : 0.570726495726 +2016-08-19 10:45:36,122 DEBUG: View 4 : 0.583086993243 +2016-08-19 10:45:36,615 DEBUG: Best view : MiRNA__ +2016-08-19 10:45:36,648 DEBUG: Start: Iteration 87 +2016-08-19 10:45:36,955 DEBUG: View 0 : 0.492080994387 +2016-08-19 10:45:36,968 DEBUG: View 1 : 0.667708333333 +2016-08-19 10:45:37,226 DEBUG: View 3 : 0.462792345854 +2016-08-19 10:45:37,337 DEBUG: View 2 : 0.62558356676 +2016-08-19 10:45:37,612 DEBUG: View 4 : 0.461568627451 +2016-08-19 10:45:38,194 DEBUG: Best view : RNASeq_ +2016-08-19 10:45:38,231 DEBUG: Start: Iteration 88 +2016-08-19 10:45:38,565 DEBUG: View 0 : 0.502791563275 +2016-08-19 10:45:38,577 DEBUG: View 1 : 0.63394051662 +2016-08-19 10:45:38,845 DEBUG: View 3 : 0.560798122066 +2016-08-19 10:45:38,945 DEBUG: View 2 : 0.551795376291 +2016-08-19 10:45:39,226 DEBUG: View 4 : 0.525324675325 +2016-08-19 10:45:39,739 DEBUG: Best view : MiRNA__ +2016-08-19 10:45:39,772 DEBUG: Start: Iteration 89 +2016-08-19 10:45:40,015 DEBUG: View 0 : 0.438571653296 +2016-08-19 10:45:40,028 DEBUG: View 1 : 0.651754385965 +2016-08-19 10:45:40,285 DEBUG: View 3 : 0.620070422535 +2016-08-19 10:45:40,387 DEBUG: View 2 : 0.540699575025 +2016-08-19 10:45:40,665 DEBUG: View 4 : 0.549806522941 +2016-08-19 10:45:41,172 DEBUG: Best view : Clinic_ +2016-08-19 10:45:41,230 DEBUG: Start: Iteration 90 +2016-08-19 10:45:41,573 DEBUG: View 0 : 0.515821540881 +2016-08-19 10:45:41,579 DEBUG: View 1 : 0.591800356506 +2016-08-19 10:45:41,889 DEBUG: View 3 : 0.71818684356 +2016-08-19 10:45:42,014 DEBUG: View 2 : 0.556862745098 +2016-08-19 10:45:42,309 DEBUG: View 4 : 0.535365492749 +2016-08-19 10:45:42,834 DEBUG: Best view : Clinic_ +2016-08-19 10:45:42,870 DEBUG: Start: Iteration 91 +2016-08-19 10:45:43,131 DEBUG: View 0 : 0.617117560256 +2016-08-19 10:45:43,143 DEBUG: View 1 : 0.416139240506 +2016-08-19 10:45:43,445 DEBUG: View 3 : 0.595727447606 +2016-08-19 10:45:43,559 DEBUG: View 2 : 0.533805031447 +2016-08-19 10:45:43,875 DEBUG: View 4 : 0.527693064437 +2016-08-19 10:45:44,473 DEBUG: Best view : Clinic_ +2016-08-19 10:45:44,523 DEBUG: Start: Iteration 92 +2016-08-19 10:45:44,905 DEBUG: View 0 : 0.457098765432 +2016-08-19 10:45:44,917 DEBUG: View 1 : 0.647108843537 +2016-08-19 10:45:45,194 DEBUG: View 3 : 0.619612068966 +2016-08-19 10:45:45,298 DEBUG: View 2 : 0.564258658009 +2016-08-19 10:45:45,583 DEBUG: View 4 : 0.565446650124 +2016-08-19 10:45:46,101 DEBUG: Best view : Clinic_ +2016-08-19 10:45:46,137 DEBUG: Start: Iteration 93 +2016-08-19 10:45:46,388 DEBUG: View 0 : 0.515821540881 +2016-08-19 10:45:46,401 DEBUG: View 1 : 0.598754951896 +2016-08-19 10:45:46,660 DEBUG: View 3 : 0.520721925134 +2016-08-19 10:45:46,761 DEBUG: View 2 : 0.578467954346 +2016-08-19 10:45:47,053 DEBUG: View 4 : 0.578467954346 +2016-08-19 10:45:47,572 DEBUG: Best view : RNASeq_ +2016-08-19 10:45:47,607 DEBUG: Start: Iteration 94 +2016-08-19 10:45:47,865 DEBUG: View 0 : 0.518075145194 +2016-08-19 10:45:47,877 DEBUG: View 1 : 0.679975801573 +2016-08-19 10:45:48,140 DEBUG: View 3 : 0.717918507609 +2016-08-19 10:45:48,241 DEBUG: View 2 : 0.536106750392 +2016-08-19 10:45:48,521 DEBUG: View 4 : 0.541469661151 +2016-08-19 10:45:49,032 DEBUG: Best view : Clinic_ +2016-08-19 10:45:49,068 DEBUG: Start: Iteration 95 +2016-08-19 10:45:49,321 DEBUG: View 0 : 0.782873376623 +2016-08-19 10:45:49,334 DEBUG: View 1 : 0.730567226891 +2016-08-19 10:45:49,593 DEBUG: View 3 : 0.595426245211 +2016-08-19 10:45:49,689 DEBUG: View 2 : 0.586173529728 +2016-08-19 10:45:49,974 DEBUG: View 4 : 0.59121355398 +2016-08-19 10:45:50,492 DEBUG: Best view : Methyl_ +2016-08-19 10:45:50,529 DEBUG: Start: Iteration 96 +2016-08-19 10:45:50,838 DEBUG: View 0 : 0.595020325203 +2016-08-19 10:45:50,850 DEBUG: View 1 : 0.635204081633 +2016-08-19 10:45:51,115 DEBUG: View 3 : 0.599037690457 +2016-08-19 10:45:51,217 DEBUG: View 2 : 0.521987211018 +2016-08-19 10:45:51,499 DEBUG: View 4 : 0.524147008201 +2016-08-19 10:45:51,985 DEBUG: Best view : MiRNA__ +2016-08-19 10:45:52,022 DEBUG: Start: Iteration 97 +2016-08-19 10:45:52,352 DEBUG: View 0 : 0.426785714286 +2016-08-19 10:45:52,362 DEBUG: View 1 : 0.719117647059 +2016-08-19 10:45:52,682 DEBUG: View 3 : 0.642453591606 +2016-08-19 10:45:52,792 DEBUG: View 2 : 0.50929700706 +2016-08-19 10:45:53,141 DEBUG: View 4 : 0.53403419348 +2016-08-19 10:45:53,697 DEBUG: Best view : Clinic_ +2016-08-19 10:45:53,750 DEBUG: Start: Iteration 98 +2016-08-19 10:45:54,099 DEBUG: View 0 : 0.60108892922 +2016-08-19 10:45:54,113 DEBUG: View 1 : 0.476883476883 +2016-08-19 10:45:54,387 DEBUG: View 3 : 0.51019374446 +2016-08-19 10:45:54,499 DEBUG: View 2 : 0.537629119528 +2016-08-19 10:45:54,840 DEBUG: View 4 : 0.585714285714 +2016-08-19 10:45:55,385 DEBUG: Best view : MRNASeq +2016-08-19 10:45:55,421 DEBUG: Start: Iteration 99 +2016-08-19 10:45:55,737 DEBUG: View 0 : 0.766942474389 +2016-08-19 10:45:55,751 DEBUG: View 1 : 0.496510092435 +2016-08-19 10:45:56,007 DEBUG: View 3 : 0.539425275927 +2016-08-19 10:45:56,110 DEBUG: View 2 : 0.585714285714 +2016-08-19 10:45:56,391 DEBUG: View 4 : 0.498816507152 +2016-08-19 10:45:56,954 DEBUG: Best view : Methyl_ +2016-08-19 10:45:56,994 DEBUG: Start: Iteration 100 +2016-08-19 10:45:57,367 DEBUG: View 0 : 0.627953745601 +2016-08-19 10:45:57,379 DEBUG: View 1 : 0.73212601396 +2016-08-19 10:45:57,638 DEBUG: View 3 : 0.589190093708 +2016-08-19 10:45:57,736 DEBUG: View 2 : 0.499308300395 +2016-08-19 10:45:58,024 DEBUG: View 4 : 0.559510788506 +2016-08-19 10:45:58,485 DEBUG: Best view : MiRNA__ +2016-08-19 10:45:58,522 DEBUG: Start: Iteration 101 +2016-08-19 10:45:58,841 DEBUG: View 0 : 0.591132478632 +2016-08-19 10:45:58,853 DEBUG: View 1 : 0.820512820513 +2016-08-19 10:45:59,115 DEBUG: View 3 : 0.455657492355 +2016-08-19 10:45:59,216 DEBUG: View 2 : 0.549337260677 +2016-08-19 10:45:59,497 DEBUG: View 4 : 0.5341191067 +2016-08-19 10:45:59,991 DEBUG: Best view : MiRNA__ +2016-08-19 10:46:00,029 DEBUG: Start: Iteration 102 +2016-08-19 10:46:00,286 DEBUG: View 0 : 0.563157894737 +2016-08-19 10:46:00,298 DEBUG: View 1 : 0.326447368421 +2016-08-19 10:46:00,580 DEBUG: View 3 : 0.564269507744 +2016-08-19 10:46:00,708 DEBUG: View 2 : 0.506880506881 +2016-08-19 10:46:01,027 DEBUG: View 4 : 0.508445945946 +2016-08-19 10:46:01,612 DEBUG: Best view : Methyl_ +2016-08-19 10:46:01,654 DEBUG: Start: Iteration 103 +2016-08-19 10:46:01,965 DEBUG: View 0 : 0.459778821391 +2016-08-19 10:46:01,978 DEBUG: View 1 : 0.610426929392 +2016-08-19 10:46:02,249 DEBUG: View 3 : 0.566195101351 +2016-08-19 10:46:02,353 DEBUG: View 2 : 0.569047619048 +2016-08-19 10:46:02,648 DEBUG: View 4 : 0.567051282051 +2016-08-19 10:46:03,221 DEBUG: Best view : MiRNA__ +2016-08-19 10:46:03,258 DEBUG: Start: Iteration 104 +2016-08-19 10:46:03,541 DEBUG: View 0 : 0.589664572715 +2016-08-19 10:46:03,552 DEBUG: View 1 : 0.789673833553 +2016-08-19 10:46:03,835 DEBUG: View 3 : 0.491184727681 +2016-08-19 10:46:03,937 DEBUG: View 2 : 0.530882352941 +2016-08-19 10:46:04,297 DEBUG: View 4 : 0.534653465347 +2016-08-19 10:46:04,895 DEBUG: Best view : MiRNA__ +2016-08-19 10:46:04,940 DEBUG: Start: Iteration 105 +2016-08-19 10:46:05,185 DEBUG: View 0 : 0.539166832769 +2016-08-19 10:46:05,202 DEBUG: View 1 : 0.558239189716 +2016-08-19 10:46:05,502 DEBUG: View 3 : 0.586956521739 +2016-08-19 10:46:05,645 DEBUG: View 2 : 0.474497126437 +2016-08-19 10:46:05,937 DEBUG: View 4 : 0.575059808612 +2016-08-19 10:46:06,488 DEBUG: Best view : Clinic_ +2016-08-19 10:46:06,527 DEBUG: Start: Iteration 106 +2016-08-19 10:46:06,820 DEBUG: View 0 : 0.50422705314 +2016-08-19 10:46:06,827 DEBUG: View 1 : 0.493119493119 +2016-08-19 10:46:07,092 DEBUG: View 3 : 0.567063492063 +2016-08-19 10:46:07,193 DEBUG: View 2 : 0.546706887883 +2016-08-19 10:46:07,488 DEBUG: View 4 : 0.572139303483 +2016-08-19 10:46:08,108 DEBUG: Best view : MRNASeq +2016-08-19 10:46:08,152 DEBUG: Start: Iteration 107 +2016-08-19 10:46:08,462 DEBUG: View 0 : 0.523308909419 +2016-08-19 10:46:08,475 DEBUG: View 1 : 0.283333333333 +2016-08-19 10:46:08,760 DEBUG: View 3 : 0.621347761928 +2016-08-19 10:46:08,882 DEBUG: View 2 : 0.511580450974 +2016-08-19 10:46:09,216 DEBUG: View 4 : 0.484449760766 +2016-08-19 10:46:09,712 DEBUG: Best view : Clinic_ +2016-08-19 10:46:09,752 DEBUG: Start: Iteration 108 +2016-08-19 10:46:10,037 DEBUG: View 0 : 0.599790026247 +2016-08-19 10:46:10,048 DEBUG: View 1 : 0.700611888112 +2016-08-19 10:46:10,306 DEBUG: View 3 : 0.539911634757 +2016-08-19 10:46:10,406 DEBUG: View 2 : 0.549145299145 +2016-08-19 10:46:10,682 DEBUG: View 4 : 0.589552238806 +2016-08-19 10:46:11,193 DEBUG: Best view : MiRNA__ +2016-08-19 10:46:11,231 DEBUG: Start: Iteration 109 +2016-08-19 10:46:11,524 DEBUG: View 0 : 0.457098765432 +2016-08-19 10:46:11,534 DEBUG: View 1 : 0.678442028986 +2016-08-19 10:46:11,813 DEBUG: View 3 : 0.62581300813 +2016-08-19 10:46:11,948 DEBUG: View 2 : 0.614463434484 +2016-08-19 10:46:12,300 DEBUG: View 4 : 0.534372785259 +2016-08-19 10:46:12,899 DEBUG: Best view : MiRNA__ +2016-08-19 10:46:12,938 DEBUG: Start: Iteration 110 +2016-08-19 10:46:13,159 DEBUG: View 0 : 0.533899638194 +2016-08-19 10:46:13,171 DEBUG: View 1 : 0.536168032787 +2016-08-19 10:46:13,433 DEBUG: View 3 : 0.645113814757 +2016-08-19 10:46:13,536 DEBUG: View 2 : 0.548825587206 +2016-08-19 10:46:13,815 DEBUG: View 4 : 0.519604816301 +2016-08-19 10:46:14,391 DEBUG: Best view : Clinic_ +2016-08-19 10:46:14,430 DEBUG: Start: Iteration 111 +2016-08-19 10:46:14,725 DEBUG: View 0 : 0.548807631161 +2016-08-19 10:46:14,735 DEBUG: View 1 : 0.53879105188 +2016-08-19 10:46:14,996 DEBUG: View 3 : 0.613888888889 +2016-08-19 10:46:15,097 DEBUG: View 2 : 0.568137254902 +2016-08-19 10:46:15,377 DEBUG: View 4 : 0.497884899164 +2016-08-19 10:46:15,888 DEBUG: Best view : Clinic_ +2016-08-19 10:46:15,928 DEBUG: Start: Iteration 112 +2016-08-19 10:46:16,215 DEBUG: View 0 : 0.486590038314 +2016-08-19 10:46:16,226 DEBUG: View 1 : 0.667592592593 +2016-08-19 10:46:16,485 DEBUG: View 3 : 0.470347648262 +2016-08-19 10:46:16,600 DEBUG: View 2 : 0.536931818182 +2016-08-19 10:46:16,934 DEBUG: View 4 : 0.550401978973 +2016-08-19 10:46:17,525 DEBUG: Best view : MiRNA__ +2016-08-19 10:46:17,568 DEBUG: Start: Iteration 113 +2016-08-19 10:46:17,867 DEBUG: View 0 : 0.578947368421 +2016-08-19 10:46:17,879 DEBUG: View 1 : 0.700268817204 +2016-08-19 10:46:18,152 DEBUG: View 3 : 0.501858341298 +2016-08-19 10:46:18,255 DEBUG: View 2 : 0.555926216641 +2016-08-19 10:46:18,540 DEBUG: View 4 : 0.522983411422 +2016-08-19 10:46:19,163 DEBUG: Best view : MiRNA__ +2016-08-19 10:46:19,208 DEBUG: Start: Iteration 114 +2016-08-19 10:46:19,431 DEBUG: View 0 : 0.514889705882 +2016-08-19 10:46:19,444 DEBUG: View 1 : 0.577693492948 +2016-08-19 10:46:19,760 DEBUG: View 3 : 0.632690541781 +2016-08-19 10:46:19,888 DEBUG: View 2 : 0.450531967784 +2016-08-19 10:46:20,203 DEBUG: View 4 : 0.631631631632 +2016-08-19 10:46:20,788 DEBUG: Best view : MRNASeq +2016-08-19 10:46:20,828 DEBUG: Start: Iteration 115 +2016-08-19 10:46:21,120 DEBUG: View 0 : 0.53864013267 +2016-08-19 10:46:21,129 DEBUG: View 1 : 0.489608555287 +2016-08-19 10:46:21,393 DEBUG: View 3 : 0.554989384289 +2016-08-19 10:46:21,497 DEBUG: View 2 : 0.505982905983 +2016-08-19 10:46:21,780 DEBUG: View 4 : 0.522895968939 +2016-08-19 10:46:22,320 DEBUG: Best view : Clinic_ +2016-08-19 10:46:22,361 DEBUG: Start: Iteration 116 +2016-08-19 10:46:22,642 DEBUG: View 0 : 0.422084318361 +2016-08-19 10:46:22,653 DEBUG: View 1 : 0.564516129032 +2016-08-19 10:46:22,911 DEBUG: View 3 : 0.531279178338 +2016-08-19 10:46:23,015 DEBUG: View 2 : 0.552208106473 +2016-08-19 10:46:23,294 DEBUG: View 4 : 0.507682249101 +2016-08-19 10:46:23,862 DEBUG: Best view : Clinic_ +2016-08-19 10:46:23,905 DEBUG: Start: Iteration 117 +2016-08-19 10:46:24,224 DEBUG: View 0 : 0.506880506881 +2016-08-19 10:46:24,236 DEBUG: View 1 : 0.638193845269 +2016-08-19 10:46:24,499 DEBUG: View 3 : 0.689289501591 +2016-08-19 10:46:24,606 DEBUG: View 2 : 0.499308300395 +2016-08-19 10:46:24,899 DEBUG: View 4 : 0.506805194805 +2016-08-19 10:46:25,519 DEBUG: Best view : Clinic_ +2016-08-19 10:46:25,561 DEBUG: Start: Iteration 118 +2016-08-19 10:46:25,863 DEBUG: View 0 : 0.584045584046 +2016-08-19 10:46:25,873 DEBUG: View 1 : 0.422306507052 +2016-08-19 10:46:26,160 DEBUG: View 3 : 0.552208106473 +2016-08-19 10:46:26,251 DEBUG: View 2 : 0.581517094017 +2016-08-19 10:46:26,595 DEBUG: View 4 : 0.553655660377 +2016-08-19 10:46:27,204 DEBUG: Best view : RNASeq_ +2016-08-19 10:46:27,247 DEBUG: Start: Iteration 119 +2016-08-19 10:46:27,540 DEBUG: View 0 : 0.567248062016 +2016-08-19 10:46:27,552 DEBUG: View 1 : 0.670508474576 +2016-08-19 10:46:27,811 DEBUG: View 3 : 0.519604816301 +2016-08-19 10:46:27,913 DEBUG: View 2 : 0.597032577142 +2016-08-19 10:46:28,192 DEBUG: View 4 : 0.533805031447 +2016-08-19 10:46:28,747 DEBUG: Best view : RNASeq_ +2016-08-19 10:46:28,789 DEBUG: Start: Iteration 120 +2016-08-19 10:46:29,005 DEBUG: View 0 : 0.508274231678 +2016-08-19 10:46:29,017 DEBUG: View 1 : 0.618181818182 +2016-08-19 10:46:29,285 DEBUG: View 3 : 0.557375328084 +2016-08-19 10:46:29,392 DEBUG: View 2 : 0.571045043253 +2016-08-19 10:46:29,718 DEBUG: View 4 : 0.516773504274 +2016-08-19 10:46:30,362 DEBUG: Best view : RNASeq_ +2016-08-19 10:46:30,403 DEBUG: Start: Iteration 121 +2016-08-19 10:46:30,696 DEBUG: View 0 : 0.505982905983 +2016-08-19 10:46:30,708 DEBUG: View 1 : 0.712871287129 +2016-08-19 10:46:30,982 DEBUG: View 3 : 0.509288537549 +2016-08-19 10:46:31,087 DEBUG: View 2 : 0.554478609626 +2016-08-19 10:46:31,368 DEBUG: View 4 : 0.541213768116 +2016-08-19 10:46:32,008 DEBUG: Best view : MiRNA__ +2016-08-19 10:46:32,051 DEBUG: Start: Iteration 122 +2016-08-19 10:46:32,342 DEBUG: View 0 : 0.513921231143 +2016-08-19 10:46:32,352 DEBUG: View 1 : 0.746437346437 +2016-08-19 10:46:32,616 DEBUG: View 3 : 0.521572104019 +2016-08-19 10:46:32,730 DEBUG: View 2 : 0.489766081871 +2016-08-19 10:46:33,012 DEBUG: View 4 : 0.582191780822 +2016-08-19 10:46:33,658 DEBUG: Best view : MiRNA__ +2016-08-19 10:46:33,700 DEBUG: Start: Iteration 123 +2016-08-19 10:46:33,939 DEBUG: View 0 : 0.767490215264 +2016-08-19 10:46:33,947 DEBUG: View 1 : 0.471824743574 +2016-08-19 10:46:34,203 DEBUG: View 3 : 0.515256410256 +2016-08-19 10:46:34,305 DEBUG: View 2 : 0.510860484545 +2016-08-19 10:46:34,589 DEBUG: View 4 : 0.552826784282 +2016-08-19 10:46:35,198 DEBUG: Best view : Methyl_ +2016-08-19 10:46:35,241 DEBUG: Start: Iteration 124 +2016-08-19 10:46:35,531 DEBUG: View 0 : 0.512051155927 +2016-08-19 10:46:35,542 DEBUG: View 1 : 0.810945273632 +2016-08-19 10:46:35,800 DEBUG: View 3 : 0.581920269512 +2016-08-19 10:46:35,902 DEBUG: View 2 : 0.617740002179 +2016-08-19 10:46:36,179 DEBUG: View 4 : 0.529771959459 +2016-08-19 10:46:36,759 DEBUG: Best view : RNASeq_ +2016-08-19 10:46:36,805 DEBUG: Start: Iteration 125 +2016-08-19 10:46:37,040 DEBUG: View 0 : 0.478114478114 +2016-08-19 10:46:37,052 DEBUG: View 1 : 0.686630369026 +2016-08-19 10:46:37,322 DEBUG: View 3 : 0.564455434899 +2016-08-19 10:46:37,434 DEBUG: View 2 : 0.574078341014 +2016-08-19 10:46:37,727 DEBUG: View 4 : 0.571695344805 +2016-08-19 10:46:38,342 DEBUG: Best view : MiRNA__ +2016-08-19 10:46:38,386 DEBUG: Start: Iteration 126 +2016-08-19 10:46:38,679 DEBUG: View 0 : 0.488376674547 +2016-08-19 10:46:38,691 DEBUG: View 1 : 0.666894781865 +2016-08-19 10:46:38,955 DEBUG: View 3 : 0.524720893142 +2016-08-19 10:46:39,056 DEBUG: View 2 : 0.558235294118 +2016-08-19 10:46:39,342 DEBUG: View 4 : 0.575386518244 +2016-08-19 10:46:39,922 DEBUG: Best view : MiRNA__ +2016-08-19 10:46:39,966 DEBUG: Start: Iteration 127 +2016-08-19 10:46:40,209 DEBUG: View 0 : 0.627953745601 +2016-08-19 10:46:40,220 DEBUG: View 1 : 0.626932989691 +2016-08-19 10:46:40,482 DEBUG: View 3 : 0.566210045662 +2016-08-19 10:46:40,587 DEBUG: View 2 : 0.537909709338 +2016-08-19 10:46:40,870 DEBUG: View 4 : 0.47641025641 +2016-08-19 10:46:41,476 DEBUG: Best view : Methyl_ +2016-08-19 10:46:41,520 DEBUG: Start: Iteration 128 +2016-08-19 10:46:41,768 DEBUG: View 0 : 0.465227817746 +2016-08-19 10:46:41,781 DEBUG: View 1 : 0.553012365167 +2016-08-19 10:46:42,040 DEBUG: View 3 : 0.571695344805 +2016-08-19 10:46:42,140 DEBUG: View 2 : 0.586331679074 +2016-08-19 10:46:42,424 DEBUG: View 4 : 0.542028985507 +2016-08-19 10:46:43,068 DEBUG: Best view : Clinic_ +2016-08-19 10:46:43,114 DEBUG: Start: Iteration 129 +2016-08-19 10:46:43,370 DEBUG: View 0 : 0.623132861635 +2016-08-19 10:46:43,382 DEBUG: View 1 : 0.633244206774 +2016-08-19 10:46:43,642 DEBUG: View 3 : 0.602098466505 +2016-08-19 10:46:43,745 DEBUG: View 2 : 0.558943089431 +2016-08-19 10:46:44,034 DEBUG: View 4 : 0.584722676256 +2016-08-19 10:46:44,666 DEBUG: Best view : MiRNA__ +2016-08-19 10:46:44,710 DEBUG: Start: Iteration 130 +2016-08-19 10:46:44,935 DEBUG: View 0 : 0.510160197828 +2016-08-19 10:46:44,948 DEBUG: View 1 : 0.428067078553 +2016-08-19 10:46:45,207 DEBUG: View 3 : 0.585127591707 +2016-08-19 10:46:45,310 DEBUG: View 2 : 0.548069345942 +2016-08-19 10:46:45,585 DEBUG: View 4 : 0.47036016733 +2016-08-19 10:46:46,233 DEBUG: Best view : Clinic_ +2016-08-19 10:46:46,278 DEBUG: Start: Iteration 131 +2016-08-19 10:46:46,515 DEBUG: View 0 : 0.590753246753 +2016-08-19 10:46:46,527 DEBUG: View 1 : 0.448849878935 +2016-08-19 10:46:46,796 DEBUG: View 3 : 0.709829059829 +2016-08-19 10:46:46,909 DEBUG: View 2 : 0.577174459527 +2016-08-19 10:46:47,199 DEBUG: View 4 : 0.538291900561 +2016-08-19 10:46:47,915 DEBUG: Best view : Clinic_ +2016-08-19 10:46:47,963 DEBUG: Start: Iteration 132 +2016-08-19 10:46:48,227 DEBUG: View 0 : 0.507682249101 +2016-08-19 10:46:48,235 DEBUG: View 1 : 0.473611111111 +2016-08-19 10:46:48,503 DEBUG: View 3 : 0.612539246468 +2016-08-19 10:46:48,608 DEBUG: View 2 : 0.567437284801 +2016-08-19 10:46:48,953 DEBUG: View 4 : 0.509210661727 +2016-08-19 10:46:49,658 DEBUG: Best view : Clinic_ +2016-08-19 10:46:49,704 DEBUG: Start: Iteration 133 +2016-08-19 10:46:49,998 DEBUG: View 0 : 0.486590038314 +2016-08-19 10:46:50,009 DEBUG: View 1 : 0.667592592593 +2016-08-19 10:46:50,280 DEBUG: View 3 : 0.563596491228 +2016-08-19 10:46:50,422 DEBUG: View 2 : 0.548416198877 +2016-08-19 10:46:50,696 DEBUG: View 4 : 0.556299385426 +2016-08-19 10:46:51,346 DEBUG: Best view : MiRNA__ +2016-08-19 10:46:51,392 DEBUG: Start: Iteration 134 +2016-08-19 10:46:51,623 DEBUG: View 0 : 0.766942474389 +2016-08-19 10:46:51,632 DEBUG: View 1 : 0.618815789474 +2016-08-19 10:46:51,891 DEBUG: View 3 : 0.523115079365 +2016-08-19 10:46:51,995 DEBUG: View 2 : 0.56731557377 +2016-08-19 10:46:52,304 DEBUG: View 4 : 0.550959530675 +2016-08-19 10:46:53,052 DEBUG: Best view : Methyl_ +2016-08-19 10:46:53,100 DEBUG: Start: Iteration 135 +2016-08-19 10:46:53,396 DEBUG: View 0 : 0.600636523266 +2016-08-19 10:46:53,406 DEBUG: View 1 : 0.551705350332 +2016-08-19 10:46:53,666 DEBUG: View 3 : 0.725213298029 +2016-08-19 10:46:53,766 DEBUG: View 2 : 0.545753588517 +2016-08-19 10:46:54,050 DEBUG: View 4 : 0.522453889334 +2016-08-19 10:46:54,707 DEBUG: Best view : Clinic_ +2016-08-19 10:46:54,764 DEBUG: Start: Iteration 136 +2016-08-19 10:46:55,032 DEBUG: View 0 : 0.581969743748 +2016-08-19 10:46:55,054 DEBUG: View 1 : 0.422058823529 +2016-08-19 10:46:55,354 DEBUG: View 3 : 0.454761904762 +2016-08-19 10:46:55,453 DEBUG: View 2 : 0.605072463768 +2016-08-19 10:46:55,767 DEBUG: View 4 : 0.554924242424 +2016-08-19 10:46:56,456 DEBUG: Best view : RNASeq_ +2016-08-19 10:46:56,502 DEBUG: Start: Iteration 137 +2016-08-19 10:46:56,751 DEBUG: View 0 : 0.502307692308 +2016-08-19 10:46:56,760 DEBUG: View 1 : 0.539425275927 +2016-08-19 10:46:57,033 DEBUG: View 3 : 0.539987900786 +2016-08-19 10:46:57,136 DEBUG: View 2 : 0.562894248609 +2016-08-19 10:46:57,423 DEBUG: View 4 : 0.5113623387 +2016-08-19 10:46:58,068 DEBUG: Best view : RNASeq_ +2016-08-19 10:46:58,113 DEBUG: Start: Iteration 138 +2016-08-19 10:46:58,348 DEBUG: View 0 : 0.5125 +2016-08-19 10:46:58,359 DEBUG: View 1 : 0.442259887006 +2016-08-19 10:46:58,619 DEBUG: View 3 : 0.529504172803 +2016-08-19 10:46:58,722 DEBUG: View 2 : 0.582184517497 +2016-08-19 10:46:59,023 DEBUG: View 4 : 0.543730345912 +2016-08-19 10:46:59,857 DEBUG: Best view : RNASeq_ +2016-08-19 10:46:59,904 DEBUG: Start: Iteration 139 +2016-08-19 10:47:00,143 DEBUG: View 0 : 0.536507936508 +2016-08-19 10:47:00,154 DEBUG: View 1 : 0.663419117647 +2016-08-19 10:47:00,413 DEBUG: View 3 : 0.542759094029 +2016-08-19 10:47:00,518 DEBUG: View 2 : 0.525210555867 +2016-08-19 10:47:00,798 DEBUG: View 4 : 0.516773504274 +2016-08-19 10:47:01,457 DEBUG: Best view : MiRNA__ +2016-08-19 10:47:01,506 DEBUG: Start: Iteration 140 +2016-08-19 10:47:01,796 DEBUG: View 0 : 0.5125 +2016-08-19 10:47:01,809 DEBUG: View 1 : 0.568137254902 +2016-08-19 10:47:02,067 DEBUG: View 3 : 0.549828178694 +2016-08-19 10:47:02,167 DEBUG: View 2 : 0.593718718719 +2016-08-19 10:47:02,454 DEBUG: View 4 : 0.546016483516 +2016-08-19 10:47:03,087 DEBUG: Best view : RNASeq_ +2016-08-19 10:47:03,135 DEBUG: Start: Iteration 141 +2016-08-19 10:47:03,441 DEBUG: View 0 : 0.49597091195 +2016-08-19 10:47:03,451 DEBUG: View 1 : 0.658684210526 +2016-08-19 10:47:03,717 DEBUG: View 3 : 0.511623325453 +2016-08-19 10:47:03,857 DEBUG: View 2 : 0.542028985507 +2016-08-19 10:47:04,137 DEBUG: View 4 : 0.486235645745 +2016-08-19 10:47:04,810 DEBUG: Best view : MiRNA__ +2016-08-19 10:47:04,858 DEBUG: Start: Iteration 142 +2016-08-19 10:47:05,142 DEBUG: View 0 : 0.599790026247 +2016-08-19 10:47:05,153 DEBUG: View 1 : 0.697071727375 +2016-08-19 10:47:05,422 DEBUG: View 3 : 0.609090909091 +2016-08-19 10:47:05,522 DEBUG: View 2 : 0.571428571429 +2016-08-19 10:47:05,807 DEBUG: View 4 : 0.578467954346 +2016-08-19 10:47:06,432 DEBUG: Best view : MiRNA__ +2016-08-19 10:47:06,479 DEBUG: Start: Iteration 143 +2016-08-19 10:47:06,773 DEBUG: View 0 : 0.492953695715 +2016-08-19 10:47:06,786 DEBUG: View 1 : 0.568137254902 +2016-08-19 10:47:07,047 DEBUG: View 3 : 0.478886872353 +2016-08-19 10:47:07,153 DEBUG: View 2 : 0.543168168168 +2016-08-19 10:47:07,474 DEBUG: View 4 : 0.550401978973 +2016-08-19 10:47:08,244 DEBUG: Best view : MRNASeq +2016-08-19 10:47:08,294 DEBUG: Start: Iteration 144 +2016-08-19 10:47:08,522 DEBUG: View 0 : 0.629405737705 +2016-08-19 10:47:08,534 DEBUG: View 1 : 0.496141975309 +2016-08-19 10:47:08,794 DEBUG: View 3 : 0.691495901639 +2016-08-19 10:47:08,894 DEBUG: View 2 : 0.581603541564 +2016-08-19 10:47:09,175 DEBUG: View 4 : 0.542702485966 +2016-08-19 10:47:09,881 DEBUG: Best view : Clinic_ +2016-08-19 10:47:09,930 DEBUG: Start: Iteration 145 +2016-08-19 10:47:10,289 DEBUG: View 0 : 0.593718718719 +2016-08-19 10:47:10,290 DEBUG: View 1 : 0.656468531469 +2016-08-19 10:47:10,555 DEBUG: View 3 : 0.637426900585 +2016-08-19 10:47:10,697 DEBUG: View 2 : 0.498217468806 +2016-08-19 10:47:11,000 DEBUG: View 4 : 0.521572104019 +2016-08-19 10:47:11,665 DEBUG: Best view : Clinic_ +2016-08-19 10:47:11,716 DEBUG: Start: Iteration 146 +2016-08-19 10:47:11,968 DEBUG: View 0 : 0.479168738192 +2016-08-19 10:47:11,980 DEBUG: View 1 : 0.595195374801 +2016-08-19 10:47:12,240 DEBUG: View 3 : 0.697301024429 +2016-08-19 10:47:12,344 DEBUG: View 2 : 0.503463203463 +2016-08-19 10:47:12,630 DEBUG: View 4 : 0.507820954255 +2016-08-19 10:47:13,312 DEBUG: Best view : Clinic_ +2016-08-19 10:47:13,360 DEBUG: Start: Iteration 147 +2016-08-19 10:47:13,649 DEBUG: View 0 : 0.505474992601 +2016-08-19 10:47:13,661 DEBUG: View 1 : 0.700611888112 +2016-08-19 10:47:13,930 DEBUG: View 3 : 0.570553359684 +2016-08-19 10:47:14,033 DEBUG: View 2 : 0.518688024409 +2016-08-19 10:47:14,325 DEBUG: View 4 : 0.512925170068 +2016-08-19 10:47:15,139 DEBUG: Best view : MiRNA__ +2016-08-19 10:47:15,194 DEBUG: Start: Iteration 148 +2016-08-19 10:47:15,458 DEBUG: View 0 : 0.533899638194 +2016-08-19 10:47:15,474 DEBUG: View 1 : 0.654728825769 +2016-08-19 10:47:15,753 DEBUG: View 3 : 0.534429599178 +2016-08-19 10:47:15,853 DEBUG: View 2 : 0.56310580553 +2016-08-19 10:47:16,131 DEBUG: View 4 : 0.557496859655 +2016-08-19 10:47:16,809 DEBUG: Best view : MiRNA__ +2016-08-19 10:47:16,858 DEBUG: Start: Iteration 149 +2016-08-19 10:47:17,100 DEBUG: View 0 : 0.489839802172 +2016-08-19 10:47:17,110 DEBUG: View 1 : 0.316298116298 +2016-08-19 10:47:17,367 DEBUG: View 3 : 0.60396039604 +2016-08-19 10:47:17,467 DEBUG: View 2 : 0.511623325453 +2016-08-19 10:47:17,750 DEBUG: View 4 : 0.573410876441 +2016-08-19 10:47:18,449 DEBUG: Best view : Clinic_ +2016-08-19 10:47:18,497 DEBUG: Start: Iteration 150 +2016-08-19 10:47:18,729 DEBUG: View 0 : 0.407559666552 +2016-08-19 10:47:18,739 DEBUG: View 1 : 0.609145815358 +2016-08-19 10:47:19,000 DEBUG: View 3 : 0.569015492254 +2016-08-19 10:47:19,128 DEBUG: View 2 : 0.734206989247 +2016-08-19 10:47:19,406 DEBUG: View 4 : 0.52977807971 +2016-08-19 10:47:20,084 DEBUG: Best view : RNASeq_ +2016-08-19 10:47:20,132 DEBUG: Start: Iteration 151 +2016-08-19 10:47:20,360 DEBUG: View 0 : 0.626698641087 +2016-08-19 10:47:20,372 DEBUG: View 1 : 0.735620471014 +2016-08-19 10:47:20,631 DEBUG: View 3 : 0.65641025641 +2016-08-19 10:47:20,732 DEBUG: View 2 : 0.526197017268 +2016-08-19 10:47:21,006 DEBUG: View 4 : 0.508445777111 +2016-08-19 10:47:21,728 DEBUG: Best view : MiRNA__ +2016-08-19 10:47:21,778 DEBUG: Start: Iteration 152 +2016-08-19 10:47:22,058 DEBUG: View 0 : 0.525922131148 +2016-08-19 10:47:22,070 DEBUG: View 1 : 0.536507936508 +2016-08-19 10:47:22,328 DEBUG: View 3 : 0.706860706861 +2016-08-19 10:47:22,425 DEBUG: View 2 : 0.575520833333 +2016-08-19 10:47:22,726 DEBUG: View 4 : 0.543730345912 +2016-08-19 10:47:23,374 DEBUG: Best view : Clinic_ +2016-08-19 10:47:23,424 DEBUG: Start: Iteration 153 +2016-08-19 10:47:23,651 DEBUG: View 0 : 0.442259887006 +2016-08-19 10:47:23,663 DEBUG: View 1 : 0.632392473118 +2016-08-19 10:47:23,921 DEBUG: View 3 : 0.549209486166 +2016-08-19 10:47:24,022 DEBUG: View 2 : 0.557043650794 +2016-08-19 10:47:24,301 DEBUG: View 4 : 0.538354700855 +2016-08-19 10:47:25,026 DEBUG: Best view : MiRNA__ +2016-08-19 10:47:25,076 DEBUG: Start: Iteration 154 +2016-08-19 10:47:25,365 DEBUG: View 0 : 0.390907660846 +2016-08-19 10:47:25,377 DEBUG: View 1 : 0.673699182174 +2016-08-19 10:47:25,634 DEBUG: View 3 : 0.643779342723 +2016-08-19 10:47:25,735 DEBUG: View 2 : 0.58 +2016-08-19 10:47:26,012 DEBUG: View 4 : 0.581969743748 +2016-08-19 10:47:26,689 DEBUG: Best view : MiRNA__ +2016-08-19 10:47:26,738 DEBUG: Start: Iteration 155 +2016-08-19 10:47:27,033 DEBUG: View 0 : 0.514889705882 +2016-08-19 10:47:27,045 DEBUG: View 1 : 0.455304172951 +2016-08-19 10:47:27,300 DEBUG: View 3 : 0.616281154743 +2016-08-19 10:47:27,401 DEBUG: View 2 : 0.575314482314 +2016-08-19 10:47:27,681 DEBUG: View 4 : 0.469229217111 +2016-08-19 10:47:28,355 DEBUG: Best view : Clinic_ +2016-08-19 10:47:28,404 DEBUG: Start: Iteration 156 +2016-08-19 10:47:28,633 DEBUG: View 0 : 0.442259887006 +2016-08-19 10:47:28,646 DEBUG: View 1 : 0.817145751551 +2016-08-19 10:47:28,901 DEBUG: View 3 : 0.497884899164 +2016-08-19 10:47:28,999 DEBUG: View 2 : 0.535168831169 +2016-08-19 10:47:29,277 DEBUG: View 4 : 0.62573902027 +2016-08-19 10:47:30,015 DEBUG: Best view : MiRNA__ +2016-08-19 10:47:30,065 DEBUG: Start: Iteration 157 +2016-08-19 10:47:30,359 DEBUG: View 0 : 0.774212893553 +2016-08-19 10:47:30,371 DEBUG: View 1 : 0.722563652327 +2016-08-19 10:47:30,627 DEBUG: View 3 : 0.614463434484 +2016-08-19 10:47:30,728 DEBUG: View 2 : 0.5113623387 +2016-08-19 10:47:31,005 DEBUG: View 4 : 0.549806522941 +2016-08-19 10:47:31,682 DEBUG: Best view : Methyl_ +2016-08-19 10:47:31,732 DEBUG: Start: Iteration 158 +2016-08-19 10:47:32,029 DEBUG: View 0 : 0.777417771232 +2016-08-19 10:47:32,041 DEBUG: View 1 : 0.409486166008 +2016-08-19 10:47:32,298 DEBUG: View 3 : 0.581455399061 +2016-08-19 10:47:32,401 DEBUG: View 2 : 0.494774590164 +2016-08-19 10:47:32,674 DEBUG: View 4 : 0.545215100966 +2016-08-19 10:47:33,359 DEBUG: Best view : Methyl_ +2016-08-19 10:47:33,410 DEBUG: Start: Iteration 159 +2016-08-19 10:47:33,702 DEBUG: View 0 : 0.523268398268 +2016-08-19 10:47:33,713 DEBUG: View 1 : 0.612079615649 +2016-08-19 10:47:33,968 DEBUG: View 3 : 0.538354700855 +2016-08-19 10:47:34,066 DEBUG: View 2 : 0.577930544032 +2016-08-19 10:47:34,346 DEBUG: View 4 : 0.547565174619 +2016-08-19 10:47:35,056 DEBUG: Best view : MiRNA__ +2016-08-19 10:47:35,107 DEBUG: Start: Iteration 160 +2016-08-19 10:47:35,334 DEBUG: View 0 : 0.485818181818 +2016-08-19 10:47:35,346 DEBUG: View 1 : 0.497806086341 +2016-08-19 10:47:35,636 DEBUG: View 3 : 0.61976732624 +2016-08-19 10:47:35,760 DEBUG: View 2 : 0.533115533116 +2016-08-19 10:47:36,091 DEBUG: View 4 : 0.514880952381 +2016-08-19 10:47:36,838 DEBUG: Best view : Clinic_ +2016-08-19 10:47:36,890 DEBUG: Start: Iteration 161 +2016-08-19 10:47:37,136 DEBUG: View 0 : 0.623762376238 +2016-08-19 10:47:37,146 DEBUG: View 1 : 0.810945273632 +2016-08-19 10:47:37,410 DEBUG: View 3 : 0.531954887218 +2016-08-19 10:47:37,545 DEBUG: View 2 : 0.558116883117 +2016-08-19 10:47:37,823 DEBUG: View 4 : 0.552208106473 +2016-08-19 10:47:38,528 DEBUG: Best view : Methyl_ +2016-08-19 10:47:38,581 DEBUG: Start: Iteration 162 +2016-08-19 10:47:38,816 DEBUG: View 0 : 0.615165010848 +2016-08-19 10:47:38,828 DEBUG: View 1 : 0.546771653543 +2016-08-19 10:47:39,091 DEBUG: View 3 : 0.641056910569 +2016-08-19 10:47:39,218 DEBUG: View 2 : 0.539425275927 +2016-08-19 10:47:39,499 DEBUG: View 4 : 0.532263690269 +2016-08-19 10:47:40,227 DEBUG: Best view : Clinic_ +2016-08-19 10:47:40,279 DEBUG: Start: Iteration 163 +2016-08-19 10:47:40,584 DEBUG: View 0 : 0.486558084772 +2016-08-19 10:47:40,595 DEBUG: View 1 : 0.315726290516 +2016-08-19 10:47:40,857 DEBUG: View 3 : 0.538285714286 +2016-08-19 10:47:40,958 DEBUG: View 2 : 0.571932921447 +2016-08-19 10:47:41,241 DEBUG: View 4 : 0.538730634683 +2016-08-19 10:47:41,948 DEBUG: Best view : RNASeq_ +2016-08-19 10:47:42,001 DEBUG: Start: Iteration 164 +2016-08-19 10:47:42,304 DEBUG: View 0 : 0.605638474295 +2016-08-19 10:47:42,318 DEBUG: View 1 : 0.817258883249 +2016-08-19 10:47:42,585 DEBUG: View 3 : 0.548779220779 +2016-08-19 10:47:42,686 DEBUG: View 2 : 0.527792207792 +2016-08-19 10:47:42,970 DEBUG: View 4 : 0.554989384289 +2016-08-19 10:47:43,655 DEBUG: Best view : Methyl_ +2016-08-19 10:47:43,708 DEBUG: Start: Iteration 165 +2016-08-19 10:47:43,945 DEBUG: View 0 : 0.629609719385 +2016-08-19 10:47:43,956 DEBUG: View 1 : 0.33358662614 +2016-08-19 10:47:44,216 DEBUG: View 3 : 0.514452007497 +2016-08-19 10:47:44,316 DEBUG: View 2 : 0.552800734619 +2016-08-19 10:47:44,592 DEBUG: View 4 : 0.548825587206 +2016-08-19 10:47:45,417 DEBUG: Best view : Methyl_ +2016-08-19 10:47:45,473 DEBUG: Start: Iteration 166 +2016-08-19 10:47:45,777 DEBUG: View 0 : 0.621059889677 +2016-08-19 10:47:45,788 DEBUG: View 1 : 0.428424410826 +2016-08-19 10:47:46,045 DEBUG: View 3 : 0.701844262295 +2016-08-19 10:47:46,148 DEBUG: View 2 : 0.564258658009 +2016-08-19 10:47:46,425 DEBUG: View 4 : 0.550959530675 +2016-08-19 10:47:47,144 DEBUG: Best view : Clinic_ +2016-08-19 10:47:47,198 DEBUG: Start: Iteration 167 +2016-08-19 10:47:47,446 DEBUG: View 0 : 0.505708039835 +2016-08-19 10:47:47,458 DEBUG: View 1 : 0.549806522941 +2016-08-19 10:47:47,718 DEBUG: View 3 : 0.56442831216 +2016-08-19 10:47:47,820 DEBUG: View 2 : 0.552208106473 +2016-08-19 10:47:48,094 DEBUG: View 4 : 0.539170506912 +2016-08-19 10:47:48,863 DEBUG: Best view : Clinic_ +2016-08-19 10:47:48,917 DEBUG: Start: Iteration 168 +2016-08-19 10:47:49,224 DEBUG: View 0 : 0.584045584046 +2016-08-19 10:47:49,236 DEBUG: View 1 : 0.612182741117 +2016-08-19 10:47:49,498 DEBUG: View 3 : 0.554102564103 +2016-08-19 10:47:49,609 DEBUG: View 2 : 0.607181505165 +2016-08-19 10:47:49,885 DEBUG: View 4 : 0.517807122849 +2016-08-19 10:47:50,599 DEBUG: Best view : RNASeq_ +2016-08-19 10:47:50,654 DEBUG: Start: Iteration 169 +2016-08-19 10:47:50,957 DEBUG: View 0 : 0.458530338849 +2016-08-19 10:47:50,970 DEBUG: View 1 : 0.639892904953 +2016-08-19 10:47:51,228 DEBUG: View 3 : 0.562951082598 +2016-08-19 10:47:51,345 DEBUG: View 2 : 0.517210944395 +2016-08-19 10:47:51,652 DEBUG: View 4 : 0.550959530675 +2016-08-19 10:47:52,521 DEBUG: Best view : MiRNA__ +2016-08-19 10:47:52,578 DEBUG: Start: Iteration 170 +2016-08-19 10:47:52,884 DEBUG: View 0 : 0.508274231678 +2016-08-19 10:47:52,895 DEBUG: View 1 : 0.8125 +2016-08-19 10:47:53,169 DEBUG: View 3 : 0.560936238902 +2016-08-19 10:47:53,274 DEBUG: View 2 : 0.589660493827 +2016-08-19 10:47:53,567 DEBUG: View 4 : 0.490711462451 +2016-08-19 10:47:54,383 DEBUG: Best view : RNASeq_ +2016-08-19 10:47:54,441 DEBUG: Start: Iteration 171 +2016-08-19 10:47:54,699 DEBUG: View 0 : 0.563157894737 +2016-08-19 10:47:54,711 DEBUG: View 1 : 0.597350230415 +2016-08-19 10:47:54,989 DEBUG: View 3 : 0.525210555867 +2016-08-19 10:47:55,097 DEBUG: View 2 : 0.577663934426 +2016-08-19 10:47:55,393 DEBUG: View 4 : 0.533115533116 +2016-08-19 10:47:56,153 DEBUG: Best view : MiRNA__ +2016-08-19 10:47:56,207 DEBUG: Start: Iteration 172 +2016-08-19 10:47:56,508 DEBUG: View 0 : 0.792798913043 +2016-08-19 10:47:56,520 DEBUG: View 1 : 0.639137645108 +2016-08-19 10:47:56,792 DEBUG: View 3 : 0.59941089838 +2016-08-19 10:47:56,890 DEBUG: View 2 : 0.491725768322 +2016-08-19 10:47:57,192 DEBUG: View 4 : 0.506906702899 +2016-08-19 10:47:58,009 DEBUG: Best view : Methyl_ +2016-08-19 10:47:58,064 DEBUG: Start: Iteration 173 +2016-08-19 10:47:58,370 DEBUG: View 0 : 0.514393939394 +2016-08-19 10:47:58,381 DEBUG: View 1 : 0.605072463768 +2016-08-19 10:47:58,641 DEBUG: View 3 : 0.544561621175 +2016-08-19 10:47:58,745 DEBUG: View 2 : 0.582857978646 +2016-08-19 10:47:59,020 DEBUG: View 4 : 0.591130555832 +2016-08-19 10:47:59,764 DEBUG: Best view : MiRNA__ +2016-08-19 10:47:59,819 DEBUG: Start: Iteration 174 +2016-08-19 10:48:00,059 DEBUG: View 0 : 0.39694741533 +2016-08-19 10:48:00,071 DEBUG: View 1 : 0.745188452285 +2016-08-19 10:48:00,333 DEBUG: View 3 : 0.538730634683 +2016-08-19 10:48:00,468 DEBUG: View 2 : 0.581920269512 +2016-08-19 10:48:00,744 DEBUG: View 4 : 0.575889164599 +2016-08-19 10:48:01,500 DEBUG: Best view : MiRNA__ +2016-08-19 10:48:01,555 DEBUG: Start: Iteration 175 +2016-08-19 10:48:01,861 DEBUG: View 0 : 0.574257425743 +2016-08-19 10:48:01,873 DEBUG: View 1 : 0.751444159178 +2016-08-19 10:48:02,131 DEBUG: View 3 : 0.589190093708 +2016-08-19 10:48:02,234 DEBUG: View 2 : 0.556299385426 +2016-08-19 10:48:02,509 DEBUG: View 4 : 0.540699575025 +2016-08-19 10:48:03,257 DEBUG: Best view : MiRNA__ +2016-08-19 10:48:03,318 DEBUG: Start: Iteration 176 +2016-08-19 10:48:03,620 DEBUG: View 0 : 0.623106623107 +2016-08-19 10:48:03,632 DEBUG: View 1 : 0.54611013986 +2016-08-19 10:48:03,892 DEBUG: View 3 : 0.548825587206 +2016-08-19 10:48:03,997 DEBUG: View 2 : 0.49740119643 +2016-08-19 10:48:04,274 DEBUG: View 4 : 0.515030885381 +2016-08-19 10:48:05,014 DEBUG: Best view : Methyl_ +2016-08-19 10:48:05,070 DEBUG: Start: Iteration 177 +2016-08-19 10:48:05,297 DEBUG: View 0 : 0.508778049064 +2016-08-19 10:48:05,308 DEBUG: View 1 : 0.647108843537 +2016-08-19 10:48:05,564 DEBUG: View 3 : 0.71818684356 +2016-08-19 10:48:05,665 DEBUG: View 2 : 0.488422352578 +2016-08-19 10:48:05,940 DEBUG: View 4 : 0.52817178881 +2016-08-19 10:48:06,760 DEBUG: Best view : Clinic_ +2016-08-19 10:48:06,817 DEBUG: Start: Iteration 178 +2016-08-19 10:48:07,111 DEBUG: View 0 : 0.494132985658 +2016-08-19 10:48:07,123 DEBUG: View 1 : 0.718409425626 +2016-08-19 10:48:07,383 DEBUG: View 3 : 0.494132985658 +2016-08-19 10:48:07,521 DEBUG: View 2 : 0.53257818765 +2016-08-19 10:48:07,797 DEBUG: View 4 : 0.548773690078 +2016-08-19 10:48:08,618 DEBUG: Best view : MiRNA__ +2016-08-19 10:48:08,675 DEBUG: Start: Iteration 179 +2016-08-19 10:48:08,972 DEBUG: View 0 : 0.522453889334 +2016-08-19 10:48:08,983 DEBUG: View 1 : 0.650880081043 +2016-08-19 10:48:09,241 DEBUG: View 3 : 0.623132861635 +2016-08-19 10:48:09,341 DEBUG: View 2 : 0.551705350332 +2016-08-19 10:48:09,626 DEBUG: View 4 : 0.57265258216 +2016-08-19 10:48:10,384 DEBUG: Best view : MiRNA__ +2016-08-19 10:48:10,445 DEBUG: Start: Iteration 180 +2016-08-19 10:48:10,749 DEBUG: View 0 : 0.514653110048 +2016-08-19 10:48:10,760 DEBUG: View 1 : 0.584756097561 +2016-08-19 10:48:11,038 DEBUG: View 3 : 0.515898617512 +2016-08-19 10:48:11,141 DEBUG: View 2 : 0.566210045662 +2016-08-19 10:48:11,432 DEBUG: View 4 : 0.567383669886 +2016-08-19 10:48:12,264 DEBUG: Best view : MRNASeq +2016-08-19 10:48:12,322 DEBUG: Start: Iteration 181 +2016-08-19 10:48:12,632 DEBUG: View 0 : 0.408026755853 +2016-08-19 10:48:12,644 DEBUG: View 1 : 0.606898238748 +2016-08-19 10:48:12,924 DEBUG: View 3 : 0.542502088555 +2016-08-19 10:48:13,060 DEBUG: View 2 : 0.571575589174 +2016-08-19 10:48:13,348 DEBUG: View 4 : 0.596774193548 +2016-08-19 10:48:14,188 DEBUG: Best view : MRNASeq +2016-08-19 10:48:14,252 DEBUG: Start: Iteration 182 +2016-08-19 10:48:14,573 DEBUG: View 0 : 0.591249280368 +2016-08-19 10:48:14,587 DEBUG: View 1 : 0.618181818182 +2016-08-19 10:48:14,862 DEBUG: View 3 : 0.525564304462 +2016-08-19 10:48:14,965 DEBUG: View 2 : 0.555484761601 +2016-08-19 10:48:15,255 DEBUG: View 4 : 0.542737340071 +2016-08-19 10:48:16,105 DEBUG: Best view : Methyl_ +2016-08-19 10:48:16,163 DEBUG: Start: Iteration 183 +2016-08-19 10:48:16,409 DEBUG: View 0 : 0.571932921447 +2016-08-19 10:48:16,423 DEBUG: View 1 : 0.7203125 +2016-08-19 10:48:16,680 DEBUG: View 3 : 0.513095238095 +2016-08-19 10:48:16,782 DEBUG: View 2 : 0.531878292657 +2016-08-19 10:48:17,063 DEBUG: View 4 : 0.529329004329 +2016-08-19 10:48:17,890 DEBUG: Best view : MiRNA__ +2016-08-19 10:48:17,947 DEBUG: Start: Iteration 184 +2016-08-19 10:48:18,208 DEBUG: View 0 : 0.264345873105 +2016-08-19 10:48:18,221 DEBUG: View 1 : 0.485670698485 +2016-08-19 10:48:18,496 DEBUG: View 3 : 0.553080847724 +2016-08-19 10:48:18,609 DEBUG: View 2 : 0.56310580553 +2016-08-19 10:48:18,950 DEBUG: View 4 : 0.54494047619 +2016-08-19 10:48:19,853 DEBUG: Best view : MRNASeq +2016-08-19 10:48:19,917 DEBUG: Start: Iteration 185 +2016-08-19 10:48:20,225 DEBUG: View 0 : 0.521885521886 +2016-08-19 10:48:20,237 DEBUG: View 1 : 0.550746569814 +2016-08-19 10:48:20,507 DEBUG: View 3 : 0.565255992897 +2016-08-19 10:48:20,612 DEBUG: View 2 : 0.585714285714 +2016-08-19 10:48:20,906 DEBUG: View 4 : 0.529249011858 +2016-08-19 10:48:21,800 DEBUG: Best view : RNASeq_ +2016-08-19 10:48:21,858 DEBUG: Start: Iteration 186 +2016-08-19 10:48:22,163 DEBUG: View 0 : 0.505982905983 +2016-08-19 10:48:22,175 DEBUG: View 1 : 0.709200603318 +2016-08-19 10:48:22,436 DEBUG: View 3 : 0.637997432606 +2016-08-19 10:48:22,538 DEBUG: View 2 : 0.505225409836 +2016-08-19 10:48:22,816 DEBUG: View 4 : 0.50512295082 +2016-08-19 10:48:23,598 DEBUG: Best view : MiRNA__ +2016-08-19 10:48:23,658 DEBUG: Start: Iteration 187 +2016-08-19 10:48:23,909 DEBUG: View 0 : 0.536282381457 +2016-08-19 10:48:23,931 DEBUG: View 1 : 0.678733031674 +2016-08-19 10:48:24,230 DEBUG: View 3 : 0.54384077461 +2016-08-19 10:48:24,386 DEBUG: View 2 : 0.54494047619 +2016-08-19 10:48:24,673 DEBUG: View 4 : 0.548678861789 +2016-08-19 10:48:25,606 DEBUG: Best view : MiRNA__ +2016-08-19 10:48:25,670 DEBUG: Start: Iteration 188 +2016-08-19 10:48:25,907 DEBUG: View 0 : 0.471899224806 +2016-08-19 10:48:25,920 DEBUG: View 1 : 0.659300184162 +2016-08-19 10:48:26,176 DEBUG: View 3 : 0.539170506912 +2016-08-19 10:48:26,286 DEBUG: View 2 : 0.589696223317 +2016-08-19 10:48:26,572 DEBUG: View 4 : 0.505140961857 +2016-08-19 10:48:27,412 DEBUG: Best view : MiRNA__ +2016-08-19 10:48:27,472 DEBUG: Start: Iteration 189 +2016-08-19 10:48:27,718 DEBUG: View 0 : 0.533899638194 +2016-08-19 10:48:27,731 DEBUG: View 1 : 0.331724440544 +2016-08-19 10:48:27,987 DEBUG: View 3 : 0.540699575025 +2016-08-19 10:48:28,088 DEBUG: View 2 : 0.512503677552 +2016-08-19 10:48:28,366 DEBUG: View 4 : 0.536282381457 +2016-08-19 10:48:29,272 DEBUG: Best view : Clinic_ +2016-08-19 10:48:29,334 DEBUG: Start: Iteration 190 +2016-08-19 10:48:29,638 DEBUG: View 0 : 0.391784037559 +2016-08-19 10:48:29,652 DEBUG: View 1 : 0.553012365167 +2016-08-19 10:48:29,907 DEBUG: View 3 : 0.560972913212 +2016-08-19 10:48:30,016 DEBUG: View 2 : 0.54485645933 +2016-08-19 10:48:30,305 DEBUG: View 4 : 0.571575589174 +2016-08-19 10:48:31,238 DEBUG: Best view : Clinic_ +2016-08-19 10:48:31,308 DEBUG: Start: Iteration 191 +2016-08-19 10:48:31,649 DEBUG: View 0 : 0.411666666667 +2016-08-19 10:48:31,660 DEBUG: View 1 : 0.443035943517 +2016-08-19 10:48:31,934 DEBUG: View 3 : 0.579110444778 +2016-08-19 10:48:32,060 DEBUG: View 2 : 0.530046224961 +2016-08-19 10:48:32,351 DEBUG: View 4 : 0.53403419348 +2016-08-19 10:48:33,296 DEBUG: Best view : Clinic_ +2016-08-19 10:48:33,356 DEBUG: Start: Iteration 192 +2016-08-19 10:48:33,667 DEBUG: View 0 : 0.528635682159 +2016-08-19 10:48:33,677 DEBUG: View 1 : 0.563157894737 +2016-08-19 10:48:33,934 DEBUG: View 3 : 0.607142857143 +2016-08-19 10:48:34,034 DEBUG: View 2 : 0.531279178338 +2016-08-19 10:48:34,305 DEBUG: View 4 : 0.485148514851 +2016-08-19 10:48:35,153 DEBUG: Best view : Clinic_ +2016-08-19 10:48:35,238 DEBUG: Start: Iteration 193 +2016-08-19 10:48:35,570 DEBUG: View 0 : 0.532778864971 +2016-08-19 10:48:35,583 DEBUG: View 1 : 0.663419117647 +2016-08-19 10:48:35,853 DEBUG: View 3 : 0.584196507843 +2016-08-19 10:48:35,965 DEBUG: View 2 : 0.512329591018 +2016-08-19 10:48:36,261 DEBUG: View 4 : 0.492626728111 +2016-08-19 10:48:37,161 DEBUG: Best view : MiRNA__ +2016-08-19 10:48:37,221 DEBUG: Start: Iteration 194 +2016-08-19 10:48:37,458 DEBUG: View 0 : 0.623106623107 +2016-08-19 10:48:37,470 DEBUG: View 1 : 0.49592760181 +2016-08-19 10:48:37,728 DEBUG: View 3 : 0.641056910569 +2016-08-19 10:48:37,828 DEBUG: View 2 : 0.530367231638 +2016-08-19 10:48:38,104 DEBUG: View 4 : 0.542495663708 +2016-08-19 10:48:38,987 DEBUG: Best view : Clinic_ +2016-08-19 10:48:39,050 DEBUG: Start: Iteration 195 +2016-08-19 10:48:39,343 DEBUG: View 0 : 0.542901234568 +2016-08-19 10:48:39,356 DEBUG: View 1 : 0.632392473118 +2016-08-19 10:48:39,628 DEBUG: View 3 : 0.569047619048 +2016-08-19 10:48:39,729 DEBUG: View 2 : 0.519268774704 +2016-08-19 10:48:40,079 DEBUG: View 4 : 0.51338028169 +2016-08-19 10:48:40,970 DEBUG: Best view : Clinic_ +2016-08-19 10:48:41,036 DEBUG: Start: Iteration 196 +2016-08-19 10:48:41,379 DEBUG: View 0 : 0.541595925297 +2016-08-19 10:48:41,389 DEBUG: View 1 : 0.638193845269 +2016-08-19 10:48:41,688 DEBUG: View 3 : 0.570487302677 +2016-08-19 10:48:41,840 DEBUG: View 2 : 0.590294117647 +2016-08-19 10:48:42,187 DEBUG: View 4 : 0.612111511271 +2016-08-19 10:48:43,056 DEBUG: Best view : MRNASeq +2016-08-19 10:48:43,116 DEBUG: Start: Iteration 197 +2016-08-19 10:48:43,358 DEBUG: View 0 : 0.510160197828 +2016-08-19 10:48:43,370 DEBUG: View 1 : 0.820512820513 +2016-08-19 10:48:43,631 DEBUG: View 3 : 0.64670165689 +2016-08-19 10:48:43,759 DEBUG: View 2 : 0.516773504274 +2016-08-19 10:48:44,035 DEBUG: View 4 : 0.495719178082 +2016-08-19 10:48:44,906 DEBUG: Best view : Clinic_ +2016-08-19 10:48:44,966 DEBUG: Start: Iteration 198 +2016-08-19 10:48:45,270 DEBUG: View 0 : 0.510860484545 +2016-08-19 10:48:45,282 DEBUG: View 1 : 0.422306507052 +2016-08-19 10:48:45,544 DEBUG: View 3 : 0.568443443443 +2016-08-19 10:48:45,657 DEBUG: View 2 : 0.437971552257 +2016-08-19 10:48:45,950 DEBUG: View 4 : 0.575386518244 +2016-08-19 10:48:46,859 DEBUG: Best view : MRNASeq +2016-08-19 10:48:46,920 DEBUG: Start: Iteration 199 +2016-08-19 10:48:47,251 DEBUG: View 0 : 0.501831501832 +2016-08-19 10:48:47,256 DEBUG: View 1 : 0.591130555832 +2016-08-19 10:48:47,556 DEBUG: View 3 : 0.62573902027 +2016-08-19 10:48:47,688 DEBUG: View 2 : 0.561181434599 +2016-08-19 10:48:48,000 DEBUG: View 4 : 0.535365492749 +2016-08-19 10:48:48,849 DEBUG: Best view : Clinic_ +2016-08-19 10:48:48,925 DEBUG: Start: Iteration 200 +2016-08-19 10:48:49,279 DEBUG: View 0 : 0.629405737705 +2016-08-19 10:48:49,292 DEBUG: View 1 : 0.580097785447 +2016-08-19 10:48:49,555 DEBUG: View 3 : 0.558540497193 +2016-08-19 10:48:49,654 DEBUG: View 2 : 0.562121212121 +2016-08-19 10:48:49,937 DEBUG: View 4 : 0.478400222965 +2016-08-19 10:48:50,765 DEBUG: Best view : Methyl_ +2016-08-19 10:48:50,826 DEBUG: Start: Iteration 201 +2016-08-19 10:48:51,129 DEBUG: View 0 : 0.505778470329 +2016-08-19 10:48:51,141 DEBUG: View 1 : 0.621347761928 +2016-08-19 10:48:51,418 DEBUG: View 3 : 0.555926216641 +2016-08-19 10:48:51,531 DEBUG: View 2 : 0.55068627451 +2016-08-19 10:48:51,816 DEBUG: View 4 : 0.559272727273 +2016-08-19 10:48:52,724 DEBUG: Best view : MiRNA__ +2016-08-19 10:48:52,786 DEBUG: Start: Iteration 202 +2016-08-19 10:48:53,144 DEBUG: View 0 : 0.485346889952 +2016-08-19 10:48:53,156 DEBUG: View 1 : 0.664872798434 +2016-08-19 10:48:53,453 DEBUG: View 3 : 0.52017756255 +2016-08-19 10:48:53,563 DEBUG: View 2 : 0.558943089431 +2016-08-19 10:48:53,884 DEBUG: View 4 : 0.514880952381 +2016-08-19 10:48:54,718 DEBUG: Best view : MiRNA__ +2016-08-19 10:48:54,779 DEBUG: Start: Iteration 203 +2016-08-19 10:48:55,032 DEBUG: View 0 : 0.459778821391 +2016-08-19 10:48:55,046 DEBUG: View 1 : 0.647108843537 +2016-08-19 10:48:55,307 DEBUG: View 3 : 0.52750410509 +2016-08-19 10:48:55,411 DEBUG: View 2 : 0.511962247586 +2016-08-19 10:48:55,700 DEBUG: View 4 : 0.51323407775 +2016-08-19 10:48:56,620 DEBUG: Best view : Clinic_ +2016-08-19 10:48:56,683 DEBUG: Start: Iteration 204 +2016-08-19 10:48:56,954 DEBUG: View 0 : 0.487496322448 +2016-08-19 10:48:56,964 DEBUG: View 1 : 0.837577025927 +2016-08-19 10:48:57,229 DEBUG: View 3 : 0.544598562316 +2016-08-19 10:48:57,364 DEBUG: View 2 : 0.647296544036 +2016-08-19 10:48:57,647 DEBUG: View 4 : 0.534653465347 +2016-08-19 10:48:58,517 DEBUG: Best view : MiRNA__ +2016-08-19 10:48:58,580 DEBUG: Start: Iteration 205 +2016-08-19 10:48:58,826 DEBUG: View 0 : 0.493119493119 +2016-08-19 10:48:58,836 DEBUG: View 1 : 0.730567226891 +2016-08-19 10:48:59,091 DEBUG: View 3 : 0.578467954346 +2016-08-19 10:48:59,192 DEBUG: View 2 : 0.542759094029 +2016-08-19 10:48:59,471 DEBUG: View 4 : 0.523046532046 +2016-08-19 10:49:00,386 DEBUG: Best view : MiRNA__ +2016-08-19 10:49:00,449 DEBUG: Start: Iteration 206 +2016-08-19 10:49:00,757 DEBUG: View 0 : 0.445227107117 +2016-08-19 10:49:00,769 DEBUG: View 1 : 0.618993993994 +2016-08-19 10:49:01,024 DEBUG: View 3 : 0.701844262295 +2016-08-19 10:49:01,124 DEBUG: View 2 : 0.568443443443 +2016-08-19 10:49:01,402 DEBUG: View 4 : 0.525324675325 +2016-08-19 10:49:02,262 DEBUG: Best view : Clinic_ +2016-08-19 10:49:02,327 DEBUG: Start: Iteration 207 +2016-08-19 10:49:02,636 DEBUG: View 0 : 0.60108892922 +2016-08-19 10:49:02,648 DEBUG: View 1 : 0.646239177489 +2016-08-19 10:49:02,904 DEBUG: View 3 : 0.547894441325 +2016-08-19 10:49:03,004 DEBUG: View 2 : 0.527564102564 +2016-08-19 10:49:03,285 DEBUG: View 4 : 0.539911634757 +2016-08-19 10:49:04,132 DEBUG: Best view : MiRNA__ +2016-08-19 10:49:04,195 DEBUG: Start: Iteration 208 +2016-08-19 10:49:04,513 DEBUG: View 0 : 0.578947368421 +2016-08-19 10:49:04,526 DEBUG: View 1 : 0.645115620576 +2016-08-19 10:49:04,782 DEBUG: View 3 : 0.575219492947 +2016-08-19 10:49:04,884 DEBUG: View 2 : 0.583333333333 +2016-08-19 10:49:05,162 DEBUG: View 4 : 0.530046224961 +2016-08-19 10:49:06,010 DEBUG: Best view : MiRNA__ +2016-08-19 10:49:06,073 DEBUG: Start: Iteration 209 +2016-08-19 10:49:06,383 DEBUG: View 0 : 0.621263586957 +2016-08-19 10:49:06,396 DEBUG: View 1 : 0.793872266974 +2016-08-19 10:49:06,651 DEBUG: View 3 : 0.686862686863 +2016-08-19 10:49:06,752 DEBUG: View 2 : 0.540784313725 +2016-08-19 10:49:07,026 DEBUG: View 4 : 0.522408551535 +2016-08-19 10:49:07,896 DEBUG: Best view : MiRNA__ +2016-08-19 10:49:07,961 DEBUG: Start: Iteration 210 +2016-08-19 10:49:08,215 DEBUG: View 0 : 0.758271298594 +2016-08-19 10:49:08,227 DEBUG: View 1 : 0.727089306573 +2016-08-19 10:49:08,484 DEBUG: View 3 : 0.560798122066 +2016-08-19 10:49:08,586 DEBUG: View 2 : 0.587878787879 +2016-08-19 10:49:08,864 DEBUG: View 4 : 0.507820954255 +2016-08-19 10:49:09,788 DEBUG: Best view : MiRNA__ +2016-08-19 10:49:09,854 DEBUG: Start: Iteration 211 +2016-08-19 10:49:10,104 DEBUG: View 0 : 0.410334346505 +2016-08-19 10:49:10,116 DEBUG: View 1 : 0.533103051238 +2016-08-19 10:49:10,374 DEBUG: View 3 : 0.495511492552 +2016-08-19 10:49:10,475 DEBUG: View 2 : 0.530882352941 +2016-08-19 10:49:10,752 DEBUG: View 4 : 0.583086993243 +2016-08-19 10:49:11,687 DEBUG: Best view : MRNASeq +2016-08-19 10:49:11,751 DEBUG: Start: Iteration 212 +2016-08-19 10:49:12,064 DEBUG: View 0 : 0.432981397687 +2016-08-19 10:49:12,075 DEBUG: View 1 : 0.597032577142 +2016-08-19 10:49:12,331 DEBUG: View 3 : 0.530882352941 +2016-08-19 10:49:12,433 DEBUG: View 2 : 0.515573770492 +2016-08-19 10:49:12,710 DEBUG: View 4 : 0.536167979003 +2016-08-19 10:49:13,587 DEBUG: Best view : MiRNA__ +2016-08-19 10:49:13,652 DEBUG: Start: Iteration 213 +2016-08-19 10:49:13,898 DEBUG: View 0 : 0.454459650779 +2016-08-19 10:49:13,911 DEBUG: View 1 : 0.510160427807 +2016-08-19 10:49:14,168 DEBUG: View 3 : 0.625942684766 +2016-08-19 10:49:14,269 DEBUG: View 2 : 0.621263586957 +2016-08-19 10:49:14,545 DEBUG: View 4 : 0.574143692565 +2016-08-19 10:49:15,477 DEBUG: Best view : RNASeq_ +2016-08-19 10:49:15,543 DEBUG: Start: Iteration 214 +2016-08-19 10:49:15,803 DEBUG: View 0 : 0.514889705882 +2016-08-19 10:49:15,813 DEBUG: View 1 : 0.650880081043 +2016-08-19 10:49:16,083 DEBUG: View 3 : 0.600371057514 +2016-08-19 10:49:16,212 DEBUG: View 2 : 0.573075380914 +2016-08-19 10:49:16,490 DEBUG: View 4 : 0.503463203463 +2016-08-19 10:49:17,409 DEBUG: Best view : MiRNA__ +2016-08-19 10:49:17,476 DEBUG: Start: Iteration 215 +2016-08-19 10:49:17,800 DEBUG: View 0 : 0.612182741117 +2016-08-19 10:49:17,810 DEBUG: View 1 : 0.526440410418 +2016-08-19 10:49:18,071 DEBUG: View 3 : 0.540960451977 +2016-08-19 10:49:18,180 DEBUG: View 2 : 0.547565174619 +2016-08-19 10:49:18,461 DEBUG: View 4 : 0.605584082157 +2016-08-19 10:49:19,428 DEBUG: Best view : MRNASeq +2016-08-19 10:49:19,495 DEBUG: Start: Iteration 216 +2016-08-19 10:49:19,742 DEBUG: View 0 : 0.570487302677 +2016-08-19 10:49:19,754 DEBUG: View 1 : 0.716478111166 +2016-08-19 10:49:20,012 DEBUG: View 3 : 0.599487522282 +2016-08-19 10:49:20,115 DEBUG: View 2 : 0.584158415842 +2016-08-19 10:49:20,393 DEBUG: View 4 : 0.611411706837 +2016-08-19 10:49:21,348 DEBUG: Best view : MiRNA__ +2016-08-19 10:49:21,417 DEBUG: Start: Iteration 217 +2016-08-19 10:49:21,723 DEBUG: View 0 : 0.619243986254 +2016-08-19 10:49:21,735 DEBUG: View 1 : 0.523116523117 +2016-08-19 10:49:21,991 DEBUG: View 3 : 0.565835949765 +2016-08-19 10:49:22,091 DEBUG: View 2 : 0.436451579706 +2016-08-19 10:49:22,371 DEBUG: View 4 : 0.500745749229 +2016-08-19 10:49:23,269 DEBUG: Best view : Methyl_ +2016-08-19 10:49:23,337 DEBUG: Start: Iteration 218 +2016-08-19 10:49:23,643 DEBUG: View 0 : 0.742200854701 +2016-08-19 10:49:23,655 DEBUG: View 1 : 0.730567226891 +2016-08-19 10:49:23,913 DEBUG: View 3 : 0.539987900786 +2016-08-19 10:49:24,013 DEBUG: View 2 : 0.510860484545 +2016-08-19 10:49:24,288 DEBUG: View 4 : 0.537089201878 +2016-08-19 10:49:25,186 DEBUG: Best view : Methyl_ +2016-08-19 10:49:25,253 DEBUG: Start: Iteration 219 +2016-08-19 10:49:25,566 DEBUG: View 0 : 0.466544117647 +2016-08-19 10:49:25,578 DEBUG: View 1 : 0.590909090909 +2016-08-19 10:49:25,834 DEBUG: View 3 : 0.449040469325 +2016-08-19 10:49:25,934 DEBUG: View 2 : 0.589190093708 +2016-08-19 10:49:26,216 DEBUG: View 4 : 0.489358974359 +2016-08-19 10:49:27,118 DEBUG: Best view : RNASeq_ +2016-08-19 10:49:27,185 DEBUG: Start: Iteration 220 +2016-08-19 10:49:27,501 DEBUG: View 0 : 0.483510261854 +2016-08-19 10:49:27,513 DEBUG: View 1 : 0.430263157895 +2016-08-19 10:49:27,770 DEBUG: View 3 : 0.605248917749 +2016-08-19 10:49:27,871 DEBUG: View 2 : 0.605953224663 +2016-08-19 10:49:28,147 DEBUG: View 4 : 0.563580974843 +2016-08-19 10:49:29,059 DEBUG: Best view : Clinic_ +2016-08-19 10:49:29,126 DEBUG: Start: Iteration 221 +2016-08-19 10:49:29,431 DEBUG: View 0 : 0.498816507152 +2016-08-19 10:49:29,443 DEBUG: View 1 : 0.38313038313 +2016-08-19 10:49:29,701 DEBUG: View 3 : 0.544598562316 +2016-08-19 10:49:29,807 DEBUG: View 2 : 0.518688024409 +2016-08-19 10:49:30,088 DEBUG: View 4 : 0.53403419348 +2016-08-19 10:49:31,008 DEBUG: Best view : Clinic_ +2016-08-19 10:49:31,078 DEBUG: Start: Iteration 222 +2016-08-19 10:49:31,402 DEBUG: View 0 : 0.584045584046 +2016-08-19 10:49:31,422 DEBUG: View 1 : 0.618181818182 +2016-08-19 10:49:31,711 DEBUG: View 3 : 0.525210555867 +2016-08-19 10:49:31,810 DEBUG: View 2 : 0.565007541478 +2016-08-19 10:49:32,128 DEBUG: View 4 : 0.490970309152 +2016-08-19 10:49:33,106 DEBUG: Best view : Methyl_ +2016-08-19 10:49:33,176 DEBUG: Start: Iteration 223 +2016-08-19 10:49:33,501 DEBUG: View 0 : 0.536507936508 +2016-08-19 10:49:33,512 DEBUG: View 1 : 0.580097785447 +2016-08-19 10:49:33,792 DEBUG: View 3 : 0.528150406504 +2016-08-19 10:49:33,894 DEBUG: View 2 : 0.473611111111 +2016-08-19 10:49:34,177 DEBUG: View 4 : 0.577174459527 +2016-08-19 10:49:35,200 DEBUG: Best view : MRNASeq +2016-08-19 10:49:35,271 DEBUG: Start: Iteration 224 +2016-08-19 10:49:35,593 DEBUG: View 0 : 0.489839802172 +2016-08-19 10:49:35,606 DEBUG: View 1 : 0.600460829493 +2016-08-19 10:49:35,871 DEBUG: View 3 : 0.633058176101 +2016-08-19 10:49:35,972 DEBUG: View 2 : 0.533134920635 +2016-08-19 10:49:36,253 DEBUG: View 4 : 0.546771653543 +2016-08-19 10:49:37,230 DEBUG: Best view : Clinic_ +2016-08-19 10:49:37,297 DEBUG: Start: Iteration 225 +2016-08-19 10:49:37,619 DEBUG: View 0 : 0.469791666667 +2016-08-19 10:49:37,633 DEBUG: View 1 : 0.47249589491 +2016-08-19 10:49:37,900 DEBUG: View 3 : 0.609111181905 +2016-08-19 10:49:38,002 DEBUG: View 2 : 0.546618852459 +2016-08-19 10:49:38,288 DEBUG: View 4 : 0.57265258216 +2016-08-19 10:49:39,422 DEBUG: Best view : Clinic_ +2016-08-19 10:49:39,501 DEBUG: Start: Iteration 226 +2016-08-19 10:49:39,846 DEBUG: View 0 : 0.61505560308 +2016-08-19 10:49:39,860 DEBUG: View 1 : 0.582191780822 +2016-08-19 10:49:40,132 DEBUG: View 3 : 0.67663476874 +2016-08-19 10:49:40,235 DEBUG: View 2 : 0.591505246166 +2016-08-19 10:49:40,525 DEBUG: View 4 : 0.543168168168 +2016-08-19 10:49:41,530 DEBUG: Best view : Clinic_ +2016-08-19 10:49:41,600 DEBUG: Start: Iteration 227 +2016-08-19 10:49:41,847 DEBUG: View 0 : 0.409746503497 +2016-08-19 10:49:41,859 DEBUG: View 1 : 0.709487179487 +2016-08-19 10:49:42,117 DEBUG: View 3 : 0.579471544715 +2016-08-19 10:49:42,223 DEBUG: View 2 : 0.57942993821 +2016-08-19 10:49:42,509 DEBUG: View 4 : 0.523879716981 +2016-08-19 10:49:43,488 DEBUG: Best view : MiRNA__ +2016-08-19 10:49:43,556 DEBUG: Start: Iteration 228 +2016-08-19 10:49:43,899 DEBUG: View 0 : 0.5625 +2016-08-19 10:49:43,911 DEBUG: View 1 : 0.365064255117 +2016-08-19 10:49:44,178 DEBUG: View 3 : 0.507820954255 +2016-08-19 10:49:44,306 DEBUG: View 2 : 0.583086993243 +2016-08-19 10:49:44,628 DEBUG: View 4 : 0.487093495935 +2016-08-19 10:49:45,577 DEBUG: Best view : RNASeq_ +2016-08-19 10:49:45,650 DEBUG: Start: Iteration 229 +2016-08-19 10:49:45,920 DEBUG: View 0 : 0.50889292196 +2016-08-19 10:49:45,932 DEBUG: View 1 : 0.651754385965 +2016-08-19 10:49:46,196 DEBUG: View 3 : 0.503463203463 +2016-08-19 10:49:46,301 DEBUG: View 2 : 0.529249011858 +2016-08-19 10:49:46,588 DEBUG: View 4 : 0.518223010244 +2016-08-19 10:49:47,578 DEBUG: Best view : MiRNA__ +2016-08-19 10:49:47,648 DEBUG: Start: Iteration 230 +2016-08-19 10:49:47,898 DEBUG: View 0 : 0.412690605017 +2016-08-19 10:49:47,910 DEBUG: View 1 : 0.602758052897 +2016-08-19 10:49:48,166 DEBUG: View 3 : 0.574074074074 +2016-08-19 10:49:48,266 DEBUG: View 2 : 0.505982905983 +2016-08-19 10:49:48,548 DEBUG: View 4 : 0.546771653543 +2016-08-19 10:49:49,569 DEBUG: Best view : Clinic_ +2016-08-19 10:49:49,638 DEBUG: Start: Iteration 231 +2016-08-19 10:49:49,887 DEBUG: View 0 : 0.556967213115 +2016-08-19 10:49:49,899 DEBUG: View 1 : 0.612283464567 +2016-08-19 10:49:50,158 DEBUG: View 3 : 0.603448275862 +2016-08-19 10:49:50,259 DEBUG: View 2 : 0.606898238748 +2016-08-19 10:49:50,544 DEBUG: View 4 : 0.559935897436 +2016-08-19 10:49:51,546 DEBUG: Best view : RNASeq_ +2016-08-19 10:49:51,616 DEBUG: Start: Iteration 232 +2016-08-19 10:49:51,869 DEBUG: View 0 : 0.410335427285 +2016-08-19 10:49:51,880 DEBUG: View 1 : 0.666894781865 +2016-08-19 10:49:52,138 DEBUG: View 3 : 0.67663476874 +2016-08-19 10:49:52,240 DEBUG: View 2 : 0.569766233766 +2016-08-19 10:49:52,525 DEBUG: View 4 : 0.521885521886 +2016-08-19 10:49:53,542 DEBUG: Best view : Clinic_ +2016-08-19 10:49:53,613 DEBUG: Start: Iteration 233 +2016-08-19 10:49:53,935 DEBUG: View 0 : 0.530046224961 +2016-08-19 10:49:53,948 DEBUG: View 1 : 0.456300813008 +2016-08-19 10:49:54,212 DEBUG: View 3 : 0.590997770346 +2016-08-19 10:49:54,315 DEBUG: View 2 : 0.550787280025 +2016-08-19 10:49:54,600 DEBUG: View 4 : 0.549337260677 +2016-08-19 10:49:55,855 DEBUG: Best view : Clinic_ +2016-08-19 10:49:55,933 DEBUG: Start: Iteration 234 +2016-08-19 10:49:56,297 DEBUG: View 0 : 0.581719128329 +2016-08-19 10:49:56,309 DEBUG: View 1 : 0.397624496023 +2016-08-19 10:49:56,571 DEBUG: View 3 : 0.598385897844 +2016-08-19 10:49:56,699 DEBUG: View 2 : 0.523676592225 +2016-08-19 10:49:56,997 DEBUG: View 4 : 0.538285714286 +2016-08-19 10:49:58,171 DEBUG: Best view : Clinic_ +2016-08-19 10:49:58,242 DEBUG: Start: Iteration 235 +2016-08-19 10:49:58,502 DEBUG: View 0 : 0.605638474295 +2016-08-19 10:49:58,515 DEBUG: View 1 : 0.677403467297 +2016-08-19 10:49:58,771 DEBUG: View 3 : 0.59326221224 +2016-08-19 10:49:58,870 DEBUG: View 2 : 0.541469661151 +2016-08-19 10:49:59,170 DEBUG: View 4 : 0.605149371069 +2016-08-19 10:50:00,182 DEBUG: Best view : MiRNA__ +2016-08-19 10:50:00,255 DEBUG: Start: Iteration 236 +2016-08-19 10:50:00,521 DEBUG: View 0 : 0.538540295451 +2016-08-19 10:50:00,532 DEBUG: View 1 : 0.659300184162 +2016-08-19 10:50:00,796 DEBUG: View 3 : 0.595238095238 +2016-08-19 10:50:00,923 DEBUG: View 2 : 0.545132093933 +2016-08-19 10:50:01,208 DEBUG: View 4 : 0.556862745098 +2016-08-19 10:50:02,209 DEBUG: Best view : Clinic_ +2016-08-19 10:50:02,281 DEBUG: Start: Iteration 237 +2016-08-19 10:50:02,609 DEBUG: View 0 : 0.404154154154 +2016-08-19 10:50:02,621 DEBUG: View 1 : 0.667592592593 +2016-08-19 10:50:02,882 DEBUG: View 3 : 0.605638474295 +2016-08-19 10:50:03,000 DEBUG: View 2 : 0.557659208262 +2016-08-19 10:50:03,264 DEBUG: View 4 : 0.499754540992 +2016-08-19 10:50:04,222 DEBUG: Best view : MiRNA__ +2016-08-19 10:50:04,294 DEBUG: Start: Iteration 238 +2016-08-19 10:50:04,607 DEBUG: View 0 : 0.542901234568 +2016-08-19 10:50:04,618 DEBUG: View 1 : 0.740443605474 +2016-08-19 10:50:04,878 DEBUG: View 3 : 0.728455284553 +2016-08-19 10:50:04,975 DEBUG: View 2 : 0.446306262231 +2016-08-19 10:50:05,256 DEBUG: View 4 : 0.551097972973 +2016-08-19 10:50:06,232 DEBUG: Best view : Clinic_ +2016-08-19 10:50:06,305 DEBUG: Start: Iteration 239 +2016-08-19 10:50:06,558 DEBUG: View 0 : 0.566666666667 +2016-08-19 10:50:06,570 DEBUG: View 1 : 0.472599637681 +2016-08-19 10:50:06,855 DEBUG: View 3 : 0.562442396313 +2016-08-19 10:50:06,988 DEBUG: View 2 : 0.536168032787 +2016-08-19 10:50:07,289 DEBUG: View 4 : 0.556299385426 +2016-08-19 10:50:08,373 DEBUG: Best view : Clinic_ +2016-08-19 10:50:08,445 DEBUG: Start: Iteration 240 +2016-08-19 10:50:08,705 DEBUG: View 0 : 0.408808933002 +2016-08-19 10:50:08,717 DEBUG: View 1 : 0.441287878788 +2016-08-19 10:50:08,987 DEBUG: View 3 : 0.579978354978 +2016-08-19 10:50:09,109 DEBUG: View 2 : 0.567884985319 +2016-08-19 10:50:09,418 DEBUG: View 4 : 0.551705350332 +2016-08-19 10:50:10,475 DEBUG: Best view : Clinic_ +2016-08-19 10:50:10,548 DEBUG: Start: Iteration 241 +2016-08-19 10:50:10,859 DEBUG: View 0 : 0.416810592976 +2016-08-19 10:50:10,870 DEBUG: View 1 : 0.817258883249 +2016-08-19 10:50:11,131 DEBUG: View 3 : 0.686862686863 +2016-08-19 10:50:11,235 DEBUG: View 2 : 0.513868613139 +2016-08-19 10:50:11,520 DEBUG: View 4 : 0.531954887218 +2016-08-19 10:50:12,567 DEBUG: Best view : Clinic_ +2016-08-19 10:50:12,641 DEBUG: Start: Iteration 242 +2016-08-19 10:50:12,897 DEBUG: View 0 : 0.416056068812 +2016-08-19 10:50:12,921 DEBUG: View 1 : 0.820512820513 +2016-08-19 10:50:13,210 DEBUG: View 3 : 0.58319967923 +2016-08-19 10:50:13,318 DEBUG: View 2 : 0.526395173454 +2016-08-19 10:50:13,599 DEBUG: View 4 : 0.501674546887 +2016-08-19 10:50:14,675 DEBUG: Best view : MiRNA__ +2016-08-19 10:50:14,749 DEBUG: Start: Iteration 243 +2016-08-19 10:50:15,079 DEBUG: View 0 : 0.503463203463 +2016-08-19 10:50:15,092 DEBUG: View 1 : 0.56 +2016-08-19 10:50:15,363 DEBUG: View 3 : 0.625300747119 +2016-08-19 10:50:15,469 DEBUG: View 2 : 0.554924242424 +2016-08-19 10:50:15,762 DEBUG: View 4 : 0.529998970876 +2016-08-19 10:50:16,856 DEBUG: Best view : Clinic_ +2016-08-19 10:50:16,932 DEBUG: Start: Iteration 244 +2016-08-19 10:50:17,192 DEBUG: View 0 : 0.632727272727 +2016-08-19 10:50:17,204 DEBUG: View 1 : 0.326447368421 +2016-08-19 10:50:17,473 DEBUG: View 3 : 0.515256410256 +2016-08-19 10:50:17,574 DEBUG: View 2 : 0.529693799717 +2016-08-19 10:50:17,863 DEBUG: View 4 : 0.500700280112 +2016-08-19 10:50:18,978 DEBUG: Best view : Methyl_ +2016-08-19 10:50:19,059 DEBUG: Start: Iteration 245 +2016-08-19 10:50:19,379 DEBUG: View 0 : 0.605897435897 +2016-08-19 10:50:19,391 DEBUG: View 1 : 0.518859649123 +2016-08-19 10:50:19,654 DEBUG: View 3 : 0.514823914824 +2016-08-19 10:50:19,759 DEBUG: View 2 : 0.5125 +2016-08-19 10:50:20,037 DEBUG: View 4 : 0.551418439716 +2016-08-19 10:50:21,046 DEBUG: Best view : Methyl_ +2016-08-19 10:50:21,121 DEBUG: Start: Iteration 246 +2016-08-19 10:50:21,443 DEBUG: View 0 : 0.540221178609 +2016-08-19 10:50:21,454 DEBUG: View 1 : 0.584045584046 +2016-08-19 10:50:21,738 DEBUG: View 3 : 0.649691201782 +2016-08-19 10:50:21,836 DEBUG: View 2 : 0.56442831216 +2016-08-19 10:50:22,187 DEBUG: View 4 : 0.56310580553 +2016-08-19 10:50:23,364 DEBUG: Best view : Clinic_ +2016-08-19 10:50:23,444 DEBUG: Start: Iteration 247 +2016-08-19 10:50:23,761 DEBUG: View 0 : 0.513921231143 +2016-08-19 10:50:23,772 DEBUG: View 1 : 0.66730788701 +2016-08-19 10:50:24,030 DEBUG: View 3 : 0.541595925297 +2016-08-19 10:50:24,129 DEBUG: View 2 : 0.523116523117 +2016-08-19 10:50:24,412 DEBUG: View 4 : 0.576923076923 +2016-08-19 10:50:25,478 DEBUG: Best view : MiRNA__ +2016-08-19 10:50:25,552 DEBUG: Start: Iteration 248 +2016-08-19 10:50:25,799 DEBUG: View 0 : 0.546892980437 +2016-08-19 10:50:25,811 DEBUG: View 1 : 0.343243668397 +2016-08-19 10:50:26,074 DEBUG: View 3 : 0.574078341014 +2016-08-19 10:50:26,185 DEBUG: View 2 : 0.565448113208 +2016-08-19 10:50:26,466 DEBUG: View 4 : 0.507682249101 +2016-08-19 10:50:27,521 DEBUG: Best view : Clinic_ +2016-08-19 10:50:27,595 DEBUG: Start: Iteration 249 +2016-08-19 10:50:27,921 DEBUG: View 0 : 0.469953775039 +2016-08-19 10:50:27,933 DEBUG: View 1 : 0.719117647059 +2016-08-19 10:50:28,194 DEBUG: View 3 : 0.561339790153 +2016-08-19 10:50:28,296 DEBUG: View 2 : 0.567063492063 +2016-08-19 10:50:28,575 DEBUG: View 4 : 0.510162002946 +2016-08-19 10:50:29,590 DEBUG: Best view : MiRNA__ +2016-08-19 10:50:29,664 DEBUG: Start: Iteration 250 +2016-08-19 10:50:29,977 DEBUG: View 0 : 0.490863011871 +2016-08-19 10:50:29,989 DEBUG: View 1 : 0.69216954023 +2016-08-19 10:50:30,252 DEBUG: View 3 : 0.485148514851 +2016-08-19 10:50:30,352 DEBUG: View 2 : 0.502642276423 +2016-08-19 10:50:30,637 DEBUG: View 4 : 0.536552498596 +2016-08-19 10:50:31,671 DEBUG: Best view : MiRNA__ +2016-08-19 10:50:31,745 DEBUG: Start: Iteration 251 +2016-08-19 10:50:31,992 DEBUG: View 0 : 0.589660493827 +2016-08-19 10:50:32,003 DEBUG: View 1 : 0.576923076923 +2016-08-19 10:50:32,263 DEBUG: View 3 : 0.647296544036 +2016-08-19 10:50:32,364 DEBUG: View 2 : 0.539229249012 +2016-08-19 10:50:32,648 DEBUG: View 4 : 0.592363898323 +2016-08-19 10:50:33,731 DEBUG: Best view : Clinic_ +2016-08-19 10:50:33,806 DEBUG: Start: Iteration 252 +2016-08-19 10:50:34,128 DEBUG: View 0 : 0.612182741117 +2016-08-19 10:50:34,139 DEBUG: View 1 : 0.439027086788 +2016-08-19 10:50:34,403 DEBUG: View 3 : 0.539944903581 +2016-08-19 10:50:34,530 DEBUG: View 2 : 0.560972913212 +2016-08-19 10:50:34,813 DEBUG: View 4 : 0.53403419348 +2016-08-19 10:50:35,900 DEBUG: Best view : Methyl_ +2016-08-19 10:50:35,974 DEBUG: Start: Iteration 253 +2016-08-19 10:50:36,234 DEBUG: View 0 : 0.532008830022 +2016-08-19 10:50:36,246 DEBUG: View 1 : 0.751444159178 +2016-08-19 10:50:36,511 DEBUG: View 3 : 0.49070299294 +2016-08-19 10:50:36,640 DEBUG: View 2 : 0.515573770492 +2016-08-19 10:50:36,919 DEBUG: View 4 : 0.54039312545 +2016-08-19 10:50:37,966 DEBUG: Best view : MiRNA__ +2016-08-19 10:50:38,040 DEBUG: Start: Iteration 254 +2016-08-19 10:50:38,304 DEBUG: View 0 : 0.59763053971 +2016-08-19 10:50:38,315 DEBUG: View 1 : 0.425925925926 +2016-08-19 10:50:38,580 DEBUG: View 3 : 0.542759094029 +2016-08-19 10:50:38,688 DEBUG: View 2 : 0.557496859655 +2016-08-19 10:50:38,972 DEBUG: View 4 : 0.569207317073 +2016-08-19 10:50:40,040 DEBUG: Best view : Methyl_ +2016-08-19 10:50:40,115 DEBUG: Start: Iteration 255 +2016-08-19 10:50:40,442 DEBUG: View 0 : 0.488921568627 +2016-08-19 10:50:40,456 DEBUG: View 1 : 0.815656565657 +2016-08-19 10:50:40,730 DEBUG: View 3 : 0.589735772358 +2016-08-19 10:50:40,831 DEBUG: View 2 : 0.581081081081 +2016-08-19 10:50:41,113 DEBUG: View 4 : 0.606898238748 +2016-08-19 10:50:42,214 DEBUG: Best view : MRNASeq +2016-08-19 10:50:42,291 DEBUG: Start: Iteration 256 +2016-08-19 10:50:42,613 DEBUG: View 0 : 0.519604816301 +2016-08-19 10:50:42,624 DEBUG: View 1 : 0.619836465966 +2016-08-19 10:50:42,890 DEBUG: View 3 : 0.61121606841 +2016-08-19 10:50:43,019 DEBUG: View 2 : 0.575314482314 +2016-08-19 10:50:43,305 DEBUG: View 4 : 0.50637755102 +2016-08-19 10:50:44,419 DEBUG: Best view : MiRNA__ +2016-08-19 10:50:44,497 DEBUG: Start: Iteration 257 +2016-08-19 10:50:44,770 DEBUG: View 0 : 0.599142968446 +2016-08-19 10:50:44,784 DEBUG: View 1 : 0.559797428905 +2016-08-19 10:50:45,051 DEBUG: View 3 : 0.65686178062 +2016-08-19 10:50:45,156 DEBUG: View 2 : 0.545963229416 +2016-08-19 10:50:45,435 DEBUG: View 4 : 0.442160557268 +2016-08-19 10:50:46,624 DEBUG: Best view : Clinic_ +2016-08-19 10:50:46,702 DEBUG: Start: Iteration 258 +2016-08-19 10:50:46,997 DEBUG: View 0 : 0.463717618543 +2016-08-19 10:50:47,008 DEBUG: View 1 : 0.672527472527 +2016-08-19 10:50:47,268 DEBUG: View 3 : 0.607216708023 +2016-08-19 10:50:47,369 DEBUG: View 2 : 0.56567563316 +2016-08-19 10:50:47,639 DEBUG: View 4 : 0.552800734619 +2016-08-19 10:50:48,792 DEBUG: Best view : Clinic_ +2016-08-19 10:50:48,873 DEBUG: Start: Iteration 259 +2016-08-19 10:50:49,144 DEBUG: View 0 : 0.53864013267 +2016-08-19 10:50:49,163 DEBUG: View 1 : 0.556964056483 +2016-08-19 10:50:49,427 DEBUG: View 3 : 0.575373427673 +2016-08-19 10:50:49,534 DEBUG: View 2 : 0.551705350332 +2016-08-19 10:50:49,821 DEBUG: View 4 : 0.542017304729 +2016-08-19 10:50:50,961 DEBUG: Best view : Clinic_ +2016-08-19 10:50:51,039 DEBUG: Start: Iteration 260 +2016-08-19 10:50:51,371 DEBUG: View 0 : 0.485771744595 +2016-08-19 10:50:51,384 DEBUG: View 1 : 0.495737327189 +2016-08-19 10:50:51,642 DEBUG: View 3 : 0.515898617512 +2016-08-19 10:50:51,741 DEBUG: View 2 : 0.512101910828 +2016-08-19 10:50:52,027 DEBUG: View 4 : 0.54039312545 +2016-08-19 10:50:53,081 DEBUG: Best view : RNASeq_ +2016-08-19 10:50:53,160 DEBUG: Start: Iteration 261 +2016-08-19 10:50:53,433 DEBUG: View 0 : 0.523268398268 +2016-08-19 10:50:53,447 DEBUG: View 1 : 0.536507936508 +2016-08-19 10:50:53,706 DEBUG: View 3 : 0.545328992799 +2016-08-19 10:50:53,809 DEBUG: View 2 : 0.49451754386 +2016-08-19 10:50:54,090 DEBUG: View 4 : 0.536270491803 +2016-08-19 10:50:55,189 DEBUG: Best view : MiRNA__ +2016-08-19 10:50:55,267 DEBUG: Start: Iteration 262 +2016-08-19 10:50:55,585 DEBUG: View 0 : 0.615073493144 +2016-08-19 10:50:55,598 DEBUG: View 1 : 0.644094488189 +2016-08-19 10:50:55,854 DEBUG: View 3 : 0.510160197828 +2016-08-19 10:50:55,952 DEBUG: View 2 : 0.553655660377 +2016-08-19 10:50:56,237 DEBUG: View 4 : 0.545963229416 +2016-08-19 10:50:57,299 DEBUG: Best view : MiRNA__ +2016-08-19 10:50:57,376 DEBUG: Start: Iteration 263 +2016-08-19 10:50:57,707 DEBUG: View 0 : 0.413961038961 +2016-08-19 10:50:57,720 DEBUG: View 1 : 0.8125 +2016-08-19 10:50:57,986 DEBUG: View 3 : 0.691393442623 +2016-08-19 10:50:58,090 DEBUG: View 2 : 0.52183908046 +2016-08-19 10:50:58,370 DEBUG: View 4 : 0.541213768116 +2016-08-19 10:50:59,405 DEBUG: Best view : Clinic_ +2016-08-19 10:50:59,483 DEBUG: Start: Iteration 264 +2016-08-19 10:50:59,752 DEBUG: View 0 : 0.575949367089 +2016-08-19 10:50:59,767 DEBUG: View 1 : 0.625398724083 +2016-08-19 10:51:00,028 DEBUG: View 3 : 0.68436679228 +2016-08-19 10:51:00,126 DEBUG: View 2 : 0.567437284801 +2016-08-19 10:51:00,409 DEBUG: View 4 : 0.509987893462 +2016-08-19 10:51:01,525 DEBUG: Best view : Clinic_ +2016-08-19 10:51:01,603 DEBUG: Start: Iteration 265 +2016-08-19 10:51:01,943 DEBUG: View 0 : 0.597542997543 +2016-08-19 10:51:01,955 DEBUG: View 1 : 0.814070351759 +2016-08-19 10:51:02,213 DEBUG: View 3 : 0.623696872494 +2016-08-19 10:51:02,309 DEBUG: View 2 : 0.511580450974 +2016-08-19 10:51:02,594 DEBUG: View 4 : 0.540434966216 +2016-08-19 10:51:03,648 DEBUG: Best view : Clinic_ +2016-08-19 10:51:03,726 DEBUG: Start: Iteration 266 +2016-08-19 10:51:04,054 DEBUG: View 0 : 0.627953745601 +2016-08-19 10:51:04,065 DEBUG: View 1 : 0.557659208262 +2016-08-19 10:51:04,331 DEBUG: View 3 : 0.539078947368 +2016-08-19 10:51:04,428 DEBUG: View 2 : 0.612770562771 +2016-08-19 10:51:04,724 DEBUG: View 4 : 0.537207654146 +2016-08-19 10:51:05,791 DEBUG: Best view : RNASeq_ +2016-08-19 10:51:05,869 DEBUG: Start: Iteration 267 +2016-08-19 10:51:06,181 DEBUG: View 0 : 0.591191066998 +2016-08-19 10:51:06,193 DEBUG: View 1 : 0.820512820513 +2016-08-19 10:51:06,458 DEBUG: View 3 : 0.534788676236 +2016-08-19 10:51:06,557 DEBUG: View 2 : 0.59326221224 +2016-08-19 10:51:06,854 DEBUG: View 4 : 0.488442103 +2016-08-19 10:51:07,928 DEBUG: Best view : RNASeq_ +2016-08-19 10:51:08,008 DEBUG: Start: Iteration 268 +2016-08-19 10:51:08,331 DEBUG: View 0 : 0.595845845846 +2016-08-19 10:51:08,343 DEBUG: View 1 : 0.822322212467 +2016-08-19 10:51:08,600 DEBUG: View 3 : 0.597876857749 +2016-08-19 10:51:08,699 DEBUG: View 2 : 0.500745749229 +2016-08-19 10:51:08,982 DEBUG: View 4 : 0.52017756255 +2016-08-19 10:51:10,070 DEBUG: Best view : MiRNA__ +2016-08-19 10:51:10,150 DEBUG: Start: Iteration 269 +2016-08-19 10:51:10,460 DEBUG: View 0 : 0.53864013267 +2016-08-19 10:51:10,474 DEBUG: View 1 : 0.554989384289 +2016-08-19 10:51:10,734 DEBUG: View 3 : 0.562442396313 +2016-08-19 10:51:10,831 DEBUG: View 2 : 0.611884584342 +2016-08-19 10:51:11,115 DEBUG: View 4 : 0.567063492063 +2016-08-19 10:51:12,198 DEBUG: Best view : RNASeq_ +2016-08-19 10:51:12,279 DEBUG: Start: Iteration 270 +2016-08-19 10:51:12,542 DEBUG: View 0 : 0.406643081761 +2016-08-19 10:51:12,554 DEBUG: View 1 : 0.546892980437 +2016-08-19 10:51:12,815 DEBUG: View 3 : 0.5899016238 +2016-08-19 10:51:12,914 DEBUG: View 2 : 0.554306007695 +2016-08-19 10:51:13,199 DEBUG: View 4 : 0.505255255255 +2016-08-19 10:51:14,353 DEBUG: Best view : Clinic_ +2016-08-19 10:51:14,462 DEBUG: Start: Iteration 271 +2016-08-19 10:51:14,756 DEBUG: View 0 : 0.605897435897 +2016-08-19 10:51:14,773 DEBUG: View 1 : 0.677265500795 +2016-08-19 10:51:15,063 DEBUG: View 3 : 0.550401978973 +2016-08-19 10:51:15,177 DEBUG: View 2 : 0.56573083779 +2016-08-19 10:51:15,503 DEBUG: View 4 : 0.579110444778 +2016-08-19 10:51:16,734 DEBUG: Best view : Methyl_ +2016-08-19 10:51:16,823 DEBUG: Start: Iteration 272 +2016-08-19 10:51:17,215 DEBUG: View 0 : 0.60108892922 +2016-08-19 10:51:17,226 DEBUG: View 1 : 0.416139240506 +2016-08-19 10:51:17,538 DEBUG: View 3 : 0.56057312253 +2016-08-19 10:51:17,681 DEBUG: View 2 : 0.519334761759 +2016-08-19 10:51:17,985 DEBUG: View 4 : 0.56176097973 +2016-08-19 10:51:19,183 DEBUG: Best view : Methyl_ +2016-08-19 10:51:19,266 DEBUG: Start: Iteration 273 +2016-08-19 10:51:19,616 DEBUG: View 0 : 0.515132275132 +2016-08-19 10:51:19,628 DEBUG: View 1 : 0.422306507052 +2016-08-19 10:51:19,887 DEBUG: View 3 : 0.629051383399 +2016-08-19 10:51:19,988 DEBUG: View 2 : 0.528529411765 +2016-08-19 10:51:20,266 DEBUG: View 4 : 0.540434966216 +2016-08-19 10:51:21,354 DEBUG: Best view : Clinic_ +2016-08-19 10:51:21,435 DEBUG: Start: Iteration 274 +2016-08-19 10:51:21,707 DEBUG: View 0 : 0.546892980437 +2016-08-19 10:51:21,718 DEBUG: View 1 : 0.668686868687 +2016-08-19 10:51:21,983 DEBUG: View 3 : 0.534130816506 +2016-08-19 10:51:22,089 DEBUG: View 2 : 0.543114543115 +2016-08-19 10:51:22,373 DEBUG: View 4 : 0.506906702899 +2016-08-19 10:51:23,542 DEBUG: Best view : MiRNA__ +2016-08-19 10:51:23,624 DEBUG: Start: Iteration 275 +2016-08-19 10:51:23,969 DEBUG: View 0 : 0.540757381258 +2016-08-19 10:51:23,983 DEBUG: View 1 : 0.6104743083 +2016-08-19 10:51:24,243 DEBUG: View 3 : 0.621790757381 +2016-08-19 10:51:24,342 DEBUG: View 2 : 0.557485322896 +2016-08-19 10:51:24,634 DEBUG: View 4 : 0.538414634146 +2016-08-19 10:51:25,831 DEBUG: Best view : Clinic_ +2016-08-19 10:51:25,913 DEBUG: Start: Iteration 276 +2016-08-19 10:51:26,241 DEBUG: View 0 : 0.542901234568 +2016-08-19 10:51:26,254 DEBUG: View 1 : 0.656468531469 +2016-08-19 10:51:26,570 DEBUG: View 3 : 0.531974153298 +2016-08-19 10:51:26,718 DEBUG: View 2 : 0.544598562316 +2016-08-19 10:51:26,990 DEBUG: View 4 : 0.527792207792 +2016-08-19 10:51:28,131 DEBUG: Best view : MiRNA__ +2016-08-19 10:51:28,213 DEBUG: Start: Iteration 277 +2016-08-19 10:51:28,481 DEBUG: View 0 : 0.477546110666 +2016-08-19 10:51:28,493 DEBUG: View 1 : 0.609289323729 +2016-08-19 10:51:28,767 DEBUG: View 3 : 0.545963229416 +2016-08-19 10:51:28,869 DEBUG: View 2 : 0.500745749229 +2016-08-19 10:51:29,195 DEBUG: View 4 : 0.513441915228 +2016-08-19 10:51:30,624 DEBUG: Best view : MiRNA__ +2016-08-19 10:51:30,714 DEBUG: Start: Iteration 278 +2016-08-19 10:51:31,066 DEBUG: View 0 : 0.515821540881 +2016-08-19 10:51:31,076 DEBUG: View 1 : 0.647174447174 +2016-08-19 10:51:31,352 DEBUG: View 3 : 0.549806522941 +2016-08-19 10:51:31,477 DEBUG: View 2 : 0.51862745098 +2016-08-19 10:51:31,773 DEBUG: View 4 : 0.599110671937 +2016-08-19 10:51:32,917 DEBUG: Best view : MiRNA__ +2016-08-19 10:51:32,999 DEBUG: Start: Iteration 279 +2016-08-19 10:51:33,266 DEBUG: View 0 : 0.499210526316 +2016-08-19 10:51:33,278 DEBUG: View 1 : 0.673177537496 +2016-08-19 10:51:33,538 DEBUG: View 3 : 0.499301150414 +2016-08-19 10:51:33,639 DEBUG: View 2 : 0.605638474295 +2016-08-19 10:51:33,919 DEBUG: View 4 : 0.49487704918 +2016-08-19 10:51:35,102 DEBUG: Best view : MiRNA__ +2016-08-19 10:51:35,184 DEBUG: Start: Iteration 280 +2016-08-19 10:51:35,449 DEBUG: View 0 : 0.615165010848 +2016-08-19 10:51:35,461 DEBUG: View 1 : 0.598454301075 +2016-08-19 10:51:35,723 DEBUG: View 3 : 0.581603541564 +2016-08-19 10:51:35,821 DEBUG: View 2 : 0.500745749229 +2016-08-19 10:51:36,109 DEBUG: View 4 : 0.560798122066 +2016-08-19 10:51:37,343 DEBUG: Best view : Methyl_ +2016-08-19 10:51:37,432 DEBUG: Start: Iteration 281 +2016-08-19 10:51:37,726 DEBUG: View 0 : 0.533899638194 +2016-08-19 10:51:37,738 DEBUG: View 1 : 0.656605691057 +2016-08-19 10:51:38,002 DEBUG: View 3 : 0.610393700787 +2016-08-19 10:51:38,102 DEBUG: View 2 : 0.542502088555 +2016-08-19 10:51:38,387 DEBUG: View 4 : 0.556299385426 +2016-08-19 10:51:39,589 DEBUG: Best view : MiRNA__ +2016-08-19 10:51:39,671 DEBUG: Start: Iteration 282 +2016-08-19 10:51:39,957 DEBUG: View 0 : 0.490863011871 +2016-08-19 10:51:39,969 DEBUG: View 1 : 0.42876344086 +2016-08-19 10:51:40,231 DEBUG: View 3 : 0.513117513118 +2016-08-19 10:51:40,326 DEBUG: View 2 : 0.553049289891 +2016-08-19 10:51:40,624 DEBUG: View 4 : 0.502205292702 +2016-08-19 10:51:41,810 DEBUG: Best view : RNASeq_ +2016-08-19 10:51:41,893 DEBUG: Start: Iteration 283 +2016-08-19 10:51:42,216 DEBUG: View 0 : 0.54377340824 +2016-08-19 10:51:42,228 DEBUG: View 1 : 0.647108843537 +2016-08-19 10:51:42,491 DEBUG: View 3 : 0.556830440326 +2016-08-19 10:51:42,591 DEBUG: View 2 : 0.465793918919 +2016-08-19 10:51:42,875 DEBUG: View 4 : 0.572139303483 +2016-08-19 10:51:44,014 DEBUG: Best view : MRNASeq +2016-08-19 10:51:44,097 DEBUG: Start: Iteration 284 +2016-08-19 10:51:44,363 DEBUG: View 0 : 0.390035118525 +2016-08-19 10:51:44,376 DEBUG: View 1 : 0.38313038313 +2016-08-19 10:51:44,637 DEBUG: View 3 : 0.605584082157 +2016-08-19 10:51:44,736 DEBUG: View 2 : 0.564992025518 +2016-08-19 10:51:45,035 DEBUG: View 4 : 0.507820954255 +2016-08-19 10:51:46,220 DEBUG: Best view : Clinic_ +2016-08-19 10:51:46,304 DEBUG: Start: Iteration 285 +2016-08-19 10:51:46,641 DEBUG: View 0 : 0.564356435644 +2016-08-19 10:51:46,653 DEBUG: View 1 : 0.526440410418 +2016-08-19 10:51:46,913 DEBUG: View 3 : 0.495941558442 +2016-08-19 10:51:47,012 DEBUG: View 2 : 0.587103174603 +2016-08-19 10:51:47,305 DEBUG: View 4 : 0.517886178862 +2016-08-19 10:51:48,431 DEBUG: Best view : RNASeq_ +2016-08-19 10:51:48,515 DEBUG: Start: Iteration 286 +2016-08-19 10:51:48,795 DEBUG: View 0 : 0.496311688312 +2016-08-19 10:51:48,809 DEBUG: View 1 : 0.810945273632 +2016-08-19 10:51:49,067 DEBUG: View 3 : 0.592307692308 +2016-08-19 10:51:49,165 DEBUG: View 2 : 0.477816901408 +2016-08-19 10:51:49,458 DEBUG: View 4 : 0.574142079271 +2016-08-19 10:51:50,672 DEBUG: Best view : Clinic_ +2016-08-19 10:51:50,758 DEBUG: Start: Iteration 287 +2016-08-19 10:51:51,096 DEBUG: View 0 : 0.628745777487 +2016-08-19 10:51:51,108 DEBUG: View 1 : 0.820512820513 +2016-08-19 10:51:51,372 DEBUG: View 3 : 0.669871794872 +2016-08-19 10:51:51,474 DEBUG: View 2 : 0.510391444713 +2016-08-19 10:51:51,791 DEBUG: View 4 : 0.597451628126 +2016-08-19 10:51:53,082 DEBUG: Best view : Clinic_ +2016-08-19 10:51:53,170 DEBUG: Start: Iteration 288 +2016-08-19 10:51:53,523 DEBUG: View 0 : 0.515030885381 +2016-08-19 10:51:53,533 DEBUG: View 1 : 0.663118527043 +2016-08-19 10:51:53,806 DEBUG: View 3 : 0.577915681639 +2016-08-19 10:51:53,910 DEBUG: View 2 : 0.517886178862 +2016-08-19 10:51:54,222 DEBUG: View 4 : 0.506880506881 +2016-08-19 10:51:55,461 DEBUG: Best view : MiRNA__ +2016-08-19 10:51:55,546 DEBUG: Start: Iteration 289 +2016-08-19 10:51:55,909 DEBUG: View 0 : 0.563157894737 +2016-08-19 10:51:55,919 DEBUG: View 1 : 0.619057377049 +2016-08-19 10:51:56,191 DEBUG: View 3 : 0.664890993391 +2016-08-19 10:51:56,299 DEBUG: View 2 : 0.56176097973 +2016-08-19 10:51:56,600 DEBUG: View 4 : 0.547023809524 +2016-08-19 10:51:57,868 DEBUG: Best view : Clinic_ +2016-08-19 10:51:57,968 DEBUG: Start: Iteration 290 +2016-08-19 10:51:58,258 DEBUG: View 0 : 0.523676592225 +2016-08-19 10:51:58,268 DEBUG: View 1 : 0.6104743083 +2016-08-19 10:51:58,545 DEBUG: View 3 : 0.632263922518 +2016-08-19 10:51:58,651 DEBUG: View 2 : 0.528535980149 +2016-08-19 10:51:58,936 DEBUG: View 4 : 0.587941176471 +2016-08-19 10:52:00,135 DEBUG: Best view : Clinic_ +2016-08-19 10:52:00,220 DEBUG: Start: Iteration 291 +2016-08-19 10:52:00,505 DEBUG: View 0 : 0.454459650779 +2016-08-19 10:52:00,517 DEBUG: View 1 : 0.820512820513 +2016-08-19 10:52:00,778 DEBUG: View 3 : 0.65672078397 +2016-08-19 10:52:00,879 DEBUG: View 2 : 0.552826784282 +2016-08-19 10:52:01,171 DEBUG: View 4 : 0.548779220779 +2016-08-19 10:52:02,428 DEBUG: Best view : Clinic_ +2016-08-19 10:52:02,522 DEBUG: Start: Iteration 292 +2016-08-19 10:52:02,874 DEBUG: View 0 : 0.421210906175 +2016-08-19 10:52:02,886 DEBUG: View 1 : 0.626932989691 +2016-08-19 10:52:03,165 DEBUG: View 3 : 0.575163398693 +2016-08-19 10:52:03,296 DEBUG: View 2 : 0.560972913212 +2016-08-19 10:52:03,581 DEBUG: View 4 : 0.562848383501 +2016-08-19 10:52:04,824 DEBUG: Best view : MRNASeq +2016-08-19 10:52:04,912 DEBUG: Start: Iteration 293 +2016-08-19 10:52:05,207 DEBUG: View 0 : 0.518382352941 +2016-08-19 10:52:05,220 DEBUG: View 1 : 0.558116883117 +2016-08-19 10:52:05,490 DEBUG: View 3 : 0.657242063492 +2016-08-19 10:52:05,610 DEBUG: View 2 : 0.532190592797 +2016-08-19 10:52:05,922 DEBUG: View 4 : 0.438218390805 +2016-08-19 10:52:07,205 DEBUG: Best view : Clinic_ +2016-08-19 10:52:07,291 DEBUG: Start: Iteration 294 +2016-08-19 10:52:07,637 DEBUG: View 0 : 0.503463203463 +2016-08-19 10:52:07,648 DEBUG: View 1 : 0.54611013986 +2016-08-19 10:52:07,918 DEBUG: View 3 : 0.552123173482 +2016-08-19 10:52:08,061 DEBUG: View 2 : 0.536168032787 +2016-08-19 10:52:08,356 DEBUG: View 4 : 0.574078341014 +2016-08-19 10:52:09,578 DEBUG: Best view : MRNASeq +2016-08-19 10:52:09,664 DEBUG: Start: Iteration 295 +2016-08-19 10:52:09,945 DEBUG: View 0 : 0.497357723577 +2016-08-19 10:52:09,959 DEBUG: View 1 : 0.44972826087 +2016-08-19 10:52:10,220 DEBUG: View 3 : 0.590753424658 +2016-08-19 10:52:10,330 DEBUG: View 2 : 0.573111573112 +2016-08-19 10:52:10,619 DEBUG: View 4 : 0.536551030669 +2016-08-19 10:52:11,896 DEBUG: Best view : RNASeq_ +2016-08-19 10:52:11,982 DEBUG: Start: Iteration 296 +2016-08-19 10:52:12,254 DEBUG: View 0 : 0.521019245242 +2016-08-19 10:52:12,266 DEBUG: View 1 : 0.410264227642 +2016-08-19 10:52:12,529 DEBUG: View 3 : 0.64086833412 +2016-08-19 10:52:12,639 DEBUG: View 2 : 0.550592885375 +2016-08-19 10:52:12,929 DEBUG: View 4 : 0.532263690269 +2016-08-19 10:52:14,224 DEBUG: Best view : MRNASeq +2016-08-19 10:52:14,311 DEBUG: Start: Iteration 297 +2016-08-19 10:52:14,597 DEBUG: View 0 : 0.607519157088 +2016-08-19 10:52:14,609 DEBUG: View 1 : 0.729365524986 +2016-08-19 10:52:14,872 DEBUG: View 3 : 0.517298701299 +2016-08-19 10:52:14,984 DEBUG: View 2 : 0.547565174619 +2016-08-19 10:52:15,278 DEBUG: View 4 : 0.587941176471 +2016-08-19 10:52:16,558 DEBUG: Best view : MiRNA__ +2016-08-19 10:52:16,645 DEBUG: Start: Iteration 298 +2016-08-19 10:52:16,933 DEBUG: View 0 : 0.534961685824 +2016-08-19 10:52:16,946 DEBUG: View 1 : 0.659838935574 +2016-08-19 10:52:17,211 DEBUG: View 3 : 0.620089285714 +2016-08-19 10:52:17,324 DEBUG: View 2 : 0.581087799543 +2016-08-19 10:52:17,618 DEBUG: View 4 : 0.510788505519 +2016-08-19 10:52:18,857 DEBUG: Best view : Clinic_ +2016-08-19 10:52:18,945 DEBUG: Start: Iteration 299 +2016-08-19 10:52:19,221 DEBUG: View 0 : 0.773091773092 +2016-08-19 10:52:19,233 DEBUG: View 1 : 0.431914582419 +2016-08-19 10:52:19,496 DEBUG: View 3 : 0.582857978646 +2016-08-19 10:52:19,609 DEBUG: View 2 : 0.555292492848 +2016-08-19 10:52:19,905 DEBUG: View 4 : 0.597451628126 +2016-08-19 10:52:21,190 DEBUG: Best view : Methyl_ +2016-08-19 10:52:21,282 DEBUG: Start: Iteration 300 +2016-08-19 10:52:21,691 DEBUG: View 0 : 0.585182992996 +2016-08-19 10:52:21,702 DEBUG: View 1 : 0.612079615649 +2016-08-19 10:52:22,001 DEBUG: View 3 : 0.612258148292 +2016-08-19 10:52:22,131 DEBUG: View 2 : 0.569868766404 +2016-08-19 10:52:22,441 DEBUG: View 4 : 0.543226381462 +2016-08-19 10:52:23,796 DEBUG: Best view : Clinic_ +2016-08-19 10:52:23,888 DEBUG: Start: Iteration 301 +2016-08-19 10:52:24,226 DEBUG: View 1 : 0.639824596372 +2016-08-19 10:52:24,226 DEBUG: View 0 : 0.572900313972 +2016-08-19 10:52:24,502 DEBUG: View 3 : 0.694566960706 +2016-08-19 10:52:24,622 DEBUG: View 2 : 0.567383669886 +2016-08-19 10:52:24,918 DEBUG: View 4 : 0.521885521886 +2016-08-19 10:52:26,293 DEBUG: Best view : Clinic_ +2016-08-19 10:52:26,381 DEBUG: Start: Iteration 302 +2016-08-19 10:52:26,739 DEBUG: View 0 : 0.533899638194 +2016-08-19 10:52:26,749 DEBUG: View 1 : 0.691197183099 +2016-08-19 10:52:27,026 DEBUG: View 3 : 0.565050116432 +2016-08-19 10:52:27,152 DEBUG: View 2 : 0.519587628866 +2016-08-19 10:52:27,437 DEBUG: View 4 : 0.577174459527 +2016-08-19 10:52:28,711 DEBUG: Best view : MiRNA__ +2016-08-19 10:52:28,798 DEBUG: Start: Iteration 303 +2016-08-19 10:52:29,083 DEBUG: View 0 : 0.523268398268 +2016-08-19 10:52:29,096 DEBUG: View 1 : 0.667708333333 +2016-08-19 10:52:29,360 DEBUG: View 3 : 0.550595238095 +2016-08-19 10:52:29,481 DEBUG: View 2 : 0.514880952381 +2016-08-19 10:52:29,779 DEBUG: View 4 : 0.577083333333 +2016-08-19 10:52:31,056 DEBUG: Best view : Clinic_ +2016-08-19 10:52:31,144 DEBUG: Start: Iteration 304 +2016-08-19 10:52:31,495 DEBUG: View 0 : 0.63394051662 +2016-08-19 10:52:31,505 DEBUG: View 1 : 0.669068504595 +2016-08-19 10:52:31,766 DEBUG: View 3 : 0.717918507609 +2016-08-19 10:52:31,884 DEBUG: View 2 : 0.546706887883 +2016-08-19 10:52:32,175 DEBUG: View 4 : 0.519108952703 +2016-08-19 10:52:33,396 DEBUG: Best view : Clinic_ +2016-08-19 10:52:33,489 DEBUG: Start: Iteration 305 +2016-08-19 10:52:33,787 DEBUG: View 0 : 0.532364787112 +2016-08-19 10:52:33,799 DEBUG: View 1 : 0.543730345912 +2016-08-19 10:52:34,062 DEBUG: View 3 : 0.695498676081 +2016-08-19 10:52:34,183 DEBUG: View 2 : 0.595426245211 +2016-08-19 10:52:34,470 DEBUG: View 4 : 0.575314482314 +2016-08-19 10:52:35,728 DEBUG: Best view : Clinic_ +2016-08-19 10:52:35,816 DEBUG: Start: Iteration 306 +2016-08-19 10:52:36,167 DEBUG: View 0 : 0.473602264685 +2016-08-19 10:52:36,178 DEBUG: View 1 : 0.647108843537 +2016-08-19 10:52:36,443 DEBUG: View 3 : 0.479218880535 +2016-08-19 10:52:36,568 DEBUG: View 2 : 0.526984126984 +2016-08-19 10:52:36,862 DEBUG: View 4 : 0.554824339374 +2016-08-19 10:52:38,118 DEBUG: Best view : MiRNA__ +2016-08-19 10:52:38,211 DEBUG: Start: Iteration 307 +2016-08-19 10:52:38,580 DEBUG: View 0 : 0.608215962441 +2016-08-19 10:52:38,591 DEBUG: View 1 : 0.586545062273 +2016-08-19 10:52:38,855 DEBUG: View 3 : 0.545963229416 +2016-08-19 10:52:38,971 DEBUG: View 2 : 0.579577810506 +2016-08-19 10:52:39,268 DEBUG: View 4 : 0.476829268293 +2016-08-19 10:52:40,563 DEBUG: Best view : Methyl_ +2016-08-19 10:52:40,651 DEBUG: Start: Iteration 308 +2016-08-19 10:52:41,005 DEBUG: View 0 : 0.608847128378 +2016-08-19 10:52:41,016 DEBUG: View 1 : 0.426924619086 +2016-08-19 10:52:41,298 DEBUG: View 3 : 0.522983411422 +2016-08-19 10:52:41,438 DEBUG: View 2 : 0.510775862069 +2016-08-19 10:52:41,782 DEBUG: View 4 : 0.570306038048 +2016-08-19 10:52:43,066 DEBUG: Best view : Clinic_ +2016-08-19 10:52:43,155 DEBUG: Start: Iteration 309 +2016-08-19 10:52:43,513 DEBUG: View 0 : 0.439732142857 +2016-08-19 10:52:43,522 DEBUG: View 1 : 0.451930654058 +2016-08-19 10:52:43,784 DEBUG: View 3 : 0.536552498596 +2016-08-19 10:52:43,899 DEBUG: View 2 : 0.527564102564 +2016-08-19 10:52:44,194 DEBUG: View 4 : 0.584722676256 +2016-08-19 10:52:45,487 DEBUG: Best view : MRNASeq +2016-08-19 10:52:45,577 DEBUG: Start: Iteration 310 +2016-08-19 10:52:45,869 DEBUG: View 0 : 0.533559322034 +2016-08-19 10:52:45,882 DEBUG: View 1 : 0.402649769585 +2016-08-19 10:52:46,145 DEBUG: View 3 : 0.554102564103 +2016-08-19 10:52:46,261 DEBUG: View 2 : 0.527792207792 +2016-08-19 10:52:46,554 DEBUG: View 4 : 0.524147008201 +2016-08-19 10:52:47,841 DEBUG: Best view : Clinic_ +2016-08-19 10:52:47,931 DEBUG: Start: Iteration 311 +2016-08-19 10:52:48,227 DEBUG: View 0 : 0.407578333738 +2016-08-19 10:52:48,238 DEBUG: View 1 : 0.654728825769 +2016-08-19 10:52:48,503 DEBUG: View 3 : 0.564455434899 +2016-08-19 10:52:48,618 DEBUG: View 2 : 0.534379007596 +2016-08-19 10:52:48,920 DEBUG: View 4 : 0.588868723533 +2016-08-19 10:52:50,178 DEBUG: Best view : MiRNA__ +2016-08-19 10:52:50,267 DEBUG: Start: Iteration 312 +2016-08-19 10:52:50,568 DEBUG: View 0 : 0.628101736973 +2016-08-19 10:52:50,579 DEBUG: View 1 : 0.725337935001 +2016-08-19 10:52:50,845 DEBUG: View 3 : 0.559147509579 +2016-08-19 10:52:50,966 DEBUG: View 2 : 0.549337260677 +2016-08-19 10:52:51,274 DEBUG: View 4 : 0.562442396313 +2016-08-19 10:52:52,583 DEBUG: Best view : MiRNA__ +2016-08-19 10:52:52,673 DEBUG: Start: Iteration 313 +2016-08-19 10:52:52,961 DEBUG: View 0 : 0.403092663644 +2016-08-19 10:52:52,972 DEBUG: View 1 : 0.721794871795 +2016-08-19 10:52:53,235 DEBUG: View 3 : 0.509604978355 +2016-08-19 10:52:53,355 DEBUG: View 2 : 0.525417439703 +2016-08-19 10:52:53,645 DEBUG: View 4 : 0.536167979003 +2016-08-19 10:52:54,954 DEBUG: Best view : MiRNA__ +2016-08-19 10:52:55,043 DEBUG: Start: Iteration 314 +2016-08-19 10:52:55,320 DEBUG: View 0 : 0.608215962441 +2016-08-19 10:52:55,331 DEBUG: View 1 : 0.757087628866 +2016-08-19 10:52:55,594 DEBUG: View 3 : 0.625814863103 +2016-08-19 10:52:55,716 DEBUG: View 2 : 0.5113623387 +2016-08-19 10:52:56,029 DEBUG: View 4 : 0.573716900948 +2016-08-19 10:52:57,495 DEBUG: Best view : Clinic_ +2016-08-19 10:52:57,588 DEBUG: Start: Iteration 315 +2016-08-19 10:52:57,950 DEBUG: View 0 : 0.493119493119 +2016-08-19 10:52:57,963 DEBUG: View 1 : 0.541469661151 +2016-08-19 10:52:58,256 DEBUG: View 3 : 0.499308300395 +2016-08-19 10:52:58,404 DEBUG: View 2 : 0.611720807726 +2016-08-19 10:52:58,703 DEBUG: View 4 : 0.5341191067 +2016-08-19 10:52:59,957 DEBUG: Best view : RNASeq_ +2016-08-19 10:53:00,048 DEBUG: Start: Iteration 316 +2016-08-19 10:53:00,337 DEBUG: View 0 : 0.629405737705 +2016-08-19 10:53:00,350 DEBUG: View 1 : 0.657692307692 +2016-08-19 10:53:00,610 DEBUG: View 3 : 0.537003968254 +2016-08-19 10:53:00,730 DEBUG: View 2 : 0.513868613139 +2016-08-19 10:53:01,035 DEBUG: View 4 : 0.559935897436 +2016-08-19 10:53:02,421 DEBUG: Best view : MiRNA__ +2016-08-19 10:53:02,516 DEBUG: Start: Iteration 317 +2016-08-19 10:53:02,882 DEBUG: View 0 : 0.387460753532 +2016-08-19 10:53:02,893 DEBUG: View 1 : 0.637847866419 +2016-08-19 10:53:03,171 DEBUG: View 3 : 0.484449760766 +2016-08-19 10:53:03,298 DEBUG: View 2 : 0.56271112564 +2016-08-19 10:53:03,634 DEBUG: View 4 : 0.539229249012 +2016-08-19 10:53:04,981 DEBUG: Best view : MiRNA__ +2016-08-19 10:53:05,074 DEBUG: Start: Iteration 318 +2016-08-19 10:53:05,428 DEBUG: View 0 : 0.463717618543 +2016-08-19 10:53:05,438 DEBUG: View 1 : 0.452434825381 +2016-08-19 10:53:05,708 DEBUG: View 3 : 0.649011857708 +2016-08-19 10:53:05,843 DEBUG: View 2 : 0.520980392157 +2016-08-19 10:53:06,136 DEBUG: View 4 : 0.558223289316 +2016-08-19 10:53:07,518 DEBUG: Best view : Clinic_ +2016-08-19 10:53:07,610 DEBUG: Start: Iteration 319 +2016-08-19 10:53:07,958 DEBUG: View 0 : 0.529693799717 +2016-08-19 10:53:07,968 DEBUG: View 1 : 0.530240466359 +2016-08-19 10:53:08,228 DEBUG: View 3 : 0.533567069212 +2016-08-19 10:53:08,345 DEBUG: View 2 : 0.580341880342 +2016-08-19 10:53:08,638 DEBUG: View 4 : 0.542495663708 +2016-08-19 10:53:09,904 DEBUG: Best view : Clinic_ +2016-08-19 10:53:09,996 DEBUG: Start: Iteration 320 +2016-08-19 10:53:10,293 DEBUG: View 0 : 0.507682249101 +2016-08-19 10:53:10,307 DEBUG: View 1 : 0.406746031746 +2016-08-19 10:53:10,583 DEBUG: View 3 : 0.523238552016 +2016-08-19 10:53:10,708 DEBUG: View 2 : 0.495192307692 +2016-08-19 10:53:11,013 DEBUG: View 4 : 0.527792207792 +2016-08-19 10:53:12,419 DEBUG: Best view : MRNASeq +2016-08-19 10:53:12,513 DEBUG: Start: Iteration 321 +2016-08-19 10:53:12,819 DEBUG: View 0 : 0.450063946053 +2016-08-19 10:53:12,831 DEBUG: View 1 : 0.368991331757 +2016-08-19 10:53:13,116 DEBUG: View 3 : 0.52017756255 +2016-08-19 10:53:13,278 DEBUG: View 2 : 0.511744127936 +2016-08-19 10:53:13,561 DEBUG: View 4 : 0.605897435897 +2016-08-19 10:53:14,942 DEBUG: Best view : MRNASeq +2016-08-19 10:53:15,041 DEBUG: Start: Iteration 322 +2016-08-19 10:53:15,407 DEBUG: View 0 : 0.493119493119 +2016-08-19 10:53:15,419 DEBUG: View 1 : 0.416017316017 +2016-08-19 10:53:15,686 DEBUG: View 3 : 0.583305693753 +2016-08-19 10:53:15,808 DEBUG: View 2 : 0.528894989705 +2016-08-19 10:53:16,119 DEBUG: View 4 : 0.589110644258 +2016-08-19 10:53:17,479 DEBUG: Best view : Clinic_ +2016-08-19 10:53:17,573 DEBUG: Start: Iteration 323 +2016-08-19 10:53:17,929 DEBUG: View 0 : 0.478980754758 +2016-08-19 10:53:17,943 DEBUG: View 1 : 0.618181818182 +2016-08-19 10:53:18,226 DEBUG: View 3 : 0.628086653537 +2016-08-19 10:53:18,347 DEBUG: View 2 : 0.495511492552 +2016-08-19 10:53:18,674 DEBUG: View 4 : 0.541153846154 +2016-08-19 10:53:20,105 DEBUG: Best view : Clinic_ +2016-08-19 10:53:20,246 DEBUG: Start: Iteration 324 +2016-08-19 10:53:20,559 DEBUG: View 0 : 0.521885521886 +2016-08-19 10:53:20,572 DEBUG: View 1 : 0.580097785447 +2016-08-19 10:53:20,836 DEBUG: View 3 : 0.551418439716 +2016-08-19 10:53:20,954 DEBUG: View 2 : 0.547894441325 +2016-08-19 10:53:21,290 DEBUG: View 4 : 0.575520833333 +2016-08-19 10:53:22,805 DEBUG: Best view : MRNASeq +2016-08-19 10:53:22,905 DEBUG: Start: Iteration 325 +2016-08-19 10:53:23,226 DEBUG: View 0 : 0.627971254837 +2016-08-19 10:53:23,239 DEBUG: View 1 : 0.820512820513 +2016-08-19 10:53:23,540 DEBUG: View 3 : 0.525324675325 +2016-08-19 10:53:23,673 DEBUG: View 2 : 0.528529411765 +2016-08-19 10:53:24,004 DEBUG: View 4 : 0.559272727273 +2016-08-19 10:53:25,436 DEBUG: Best view : Methyl_ +2016-08-19 10:53:25,528 DEBUG: Start: Iteration 326 +2016-08-19 10:53:25,815 DEBUG: View 0 : 0.550617283951 +2016-08-19 10:53:25,828 DEBUG: View 1 : 0.667708333333 +2016-08-19 10:53:26,088 DEBUG: View 3 : 0.666797835711 +2016-08-19 10:53:26,204 DEBUG: View 2 : 0.494103773585 +2016-08-19 10:53:26,498 DEBUG: View 4 : 0.510775862069 +2016-08-19 10:53:27,829 DEBUG: Best view : Clinic_ +2016-08-19 10:53:27,922 DEBUG: Start: Iteration 327 +2016-08-19 10:53:28,288 DEBUG: View 0 : 0.485771744595 +2016-08-19 10:53:28,299 DEBUG: View 1 : 0.757087628866 +2016-08-19 10:53:28,567 DEBUG: View 3 : 0.544751233827 +2016-08-19 10:53:28,690 DEBUG: View 2 : 0.559510788506 +2016-08-19 10:53:28,985 DEBUG: View 4 : 0.573111573112 +2016-08-19 10:53:30,350 DEBUG: Best view : MiRNA__ +2016-08-19 10:53:30,444 DEBUG: Start: Iteration 328 +2016-08-19 10:53:30,736 DEBUG: View 0 : 0.602203647416 +2016-08-19 10:53:30,744 DEBUG: View 1 : 0.571932921447 +2016-08-19 10:53:31,006 DEBUG: View 3 : 0.557485322896 +2016-08-19 10:53:31,128 DEBUG: View 2 : 0.587330316742 +2016-08-19 10:53:31,418 DEBUG: View 4 : 0.631794871795 +2016-08-19 10:53:32,757 DEBUG: Best view : MRNASeq +2016-08-19 10:53:32,851 DEBUG: Start: Iteration 329 +2016-08-19 10:53:33,155 DEBUG: View 0 : 0.628101736973 +2016-08-19 10:53:33,164 DEBUG: View 1 : 0.594611528822 +2016-08-19 10:53:33,431 DEBUG: View 3 : 0.69181711146 +2016-08-19 10:53:33,553 DEBUG: View 2 : 0.525618022329 +2016-08-19 10:53:33,840 DEBUG: View 4 : 0.481175613311 +2016-08-19 10:53:35,182 DEBUG: Best view : Clinic_ +2016-08-19 10:53:35,276 DEBUG: Start: Iteration 330 +2016-08-19 10:53:35,582 DEBUG: View 0 : 0.612182741117 +2016-08-19 10:53:35,590 DEBUG: View 1 : 0.577174459527 +2016-08-19 10:53:35,851 DEBUG: View 3 : 0.627182539683 +2016-08-19 10:53:35,967 DEBUG: View 2 : 0.482789055605 +2016-08-19 10:53:36,258 DEBUG: View 4 : 0.567383669886 +2016-08-19 10:53:37,624 DEBUG: Best view : Clinic_ +2016-08-19 10:53:37,720 DEBUG: Start: Iteration 331 +2016-08-19 10:53:38,077 DEBUG: View 0 : 0.46135986733 +2016-08-19 10:53:38,086 DEBUG: View 1 : 0.671493345034 +2016-08-19 10:53:38,354 DEBUG: View 3 : 0.668441938179 +2016-08-19 10:53:38,497 DEBUG: View 2 : 0.527473742399 +2016-08-19 10:53:38,787 DEBUG: View 4 : 0.520980392157 +2016-08-19 10:53:40,153 DEBUG: Best view : MiRNA__ +2016-08-19 10:53:40,246 DEBUG: Start: Iteration 332 +2016-08-19 10:53:40,545 DEBUG: View 0 : 0.512503677552 +2016-08-19 10:53:40,554 DEBUG: View 1 : 0.650880081043 +2016-08-19 10:53:40,817 DEBUG: View 3 : 0.673566017316 +2016-08-19 10:53:40,942 DEBUG: View 2 : 0.524147008201 +2016-08-19 10:53:41,231 DEBUG: View 4 : 0.517298701299 +2016-08-19 10:53:42,603 DEBUG: Best view : Clinic_ +2016-08-19 10:53:42,700 DEBUG: Start: Iteration 333 +2016-08-19 10:53:43,001 DEBUG: View 0 : 0.593718718719 +2016-08-19 10:53:43,008 DEBUG: View 1 : 0.649615055603 +2016-08-19 10:53:43,270 DEBUG: View 3 : 0.500877963126 +2016-08-19 10:53:43,392 DEBUG: View 2 : 0.605953224663 +2016-08-19 10:53:43,686 DEBUG: View 4 : 0.517210944395 +2016-08-19 10:53:45,060 DEBUG: Best view : MiRNA__ +2016-08-19 10:53:45,155 DEBUG: Start: Iteration 334 +2016-08-19 10:53:45,459 DEBUG: View 0 : 0.602203647416 +2016-08-19 10:53:45,466 DEBUG: View 1 : 0.481736281736 +2016-08-19 10:53:45,729 DEBUG: View 3 : 0.597843137255 +2016-08-19 10:53:45,847 DEBUG: View 2 : 0.517892892893 +2016-08-19 10:53:46,132 DEBUG: View 4 : 0.5341191067 +2016-08-19 10:53:47,641 DEBUG: Best view : Clinic_ +2016-08-19 10:53:47,741 DEBUG: Start: Iteration 335 +2016-08-19 10:53:48,064 DEBUG: View 0 : 0.501858341298 +2016-08-19 10:53:48,070 DEBUG: View 1 : 0.579577810506 +2016-08-19 10:53:48,343 DEBUG: View 3 : 0.655529953917 +2016-08-19 10:53:48,473 DEBUG: View 2 : 0.534788676236 +2016-08-19 10:53:48,768 DEBUG: View 4 : 0.545963229416 +2016-08-19 10:53:50,134 DEBUG: Best view : Clinic_ +2016-08-19 10:53:50,233 DEBUG: Start: Iteration 336 +2016-08-19 10:53:50,591 DEBUG: View 0 : 0.5277676951 +2016-08-19 10:53:50,599 DEBUG: View 1 : 0.647108843537 +2016-08-19 10:53:50,866 DEBUG: View 3 : 0.64379789272 +2016-08-19 10:53:50,987 DEBUG: View 2 : 0.496311688312 +2016-08-19 10:53:51,284 DEBUG: View 4 : 0.57527589349 +2016-08-19 10:53:52,749 DEBUG: Best view : Clinic_ +2016-08-19 10:53:52,852 DEBUG: Start: Iteration 337 +2016-08-19 10:53:53,162 DEBUG: View 0 : 0.492080994387 +2016-08-19 10:53:53,170 DEBUG: View 1 : 0.810945273632 +2016-08-19 10:53:53,444 DEBUG: View 3 : 0.548773690078 +2016-08-19 10:53:53,569 DEBUG: View 2 : 0.556862745098 +2016-08-19 10:53:53,858 DEBUG: View 4 : 0.56573083779 +2016-08-19 10:53:55,298 DEBUG: Best view : Clinic_ +2016-08-19 10:53:55,397 DEBUG: Start: Iteration 338 +2016-08-19 10:53:55,774 DEBUG: View 0 : 0.490151515152 +2016-08-19 10:53:55,779 DEBUG: View 1 : 0.618181818182 +2016-08-19 10:53:56,046 DEBUG: View 3 : 0.544759477541 +2016-08-19 10:53:56,179 DEBUG: View 2 : 0.59763053971 +2016-08-19 10:53:56,462 DEBUG: View 4 : 0.526197017268 +2016-08-19 10:53:57,874 DEBUG: Best view : RNASeq_ +2016-08-19 10:53:57,971 DEBUG: Start: Iteration 339 +2016-08-19 10:53:58,290 DEBUG: View 0 : 0.533899638194 +2016-08-19 10:53:58,297 DEBUG: View 1 : 0.667708333333 +2016-08-19 10:53:58,579 DEBUG: View 3 : 0.552123173482 +2016-08-19 10:53:58,728 DEBUG: View 2 : 0.534379007596 +2016-08-19 10:53:59,018 DEBUG: View 4 : 0.551097972973 +2016-08-19 10:54:00,359 DEBUG: Best view : MiRNA__ +2016-08-19 10:54:00,456 DEBUG: Start: Iteration 340 +2016-08-19 10:54:00,813 DEBUG: View 0 : 0.522001725626 +2016-08-19 10:54:00,820 DEBUG: View 1 : 0.649395509499 +2016-08-19 10:54:01,086 DEBUG: View 3 : 0.535168831169 +2016-08-19 10:54:01,210 DEBUG: View 2 : 0.534130816506 +2016-08-19 10:54:01,494 DEBUG: View 4 : 0.508445777111 +2016-08-19 10:54:02,890 DEBUG: Best view : MiRNA__ +2016-08-19 10:54:02,988 DEBUG: Start: Iteration 341 +2016-08-19 10:54:03,292 DEBUG: View 0 : 0.468632268632 +2016-08-19 10:54:03,301 DEBUG: View 1 : 0.6104743083 +2016-08-19 10:54:03,605 DEBUG: View 3 : 0.596361502347 +2016-08-19 10:54:03,737 DEBUG: View 2 : 0.565835949765 +2016-08-19 10:54:04,029 DEBUG: View 4 : 0.537089201878 +2016-08-19 10:54:05,581 DEBUG: Best view : Clinic_ +2016-08-19 10:54:05,724 DEBUG: Start: Iteration 342 +2016-08-19 10:54:06,025 DEBUG: View 0 : 0.579150197628 +2016-08-19 10:54:06,033 DEBUG: View 1 : 0.68335832084 +2016-08-19 10:54:06,321 DEBUG: View 3 : 0.559147509579 +2016-08-19 10:54:06,461 DEBUG: View 2 : 0.609827898551 +2016-08-19 10:54:06,752 DEBUG: View 4 : 0.595565149137 +2016-08-19 10:54:08,246 DEBUG: Best view : MiRNA__ +2016-08-19 10:54:08,363 DEBUG: Start: Iteration 343 +2016-08-19 10:54:08,723 DEBUG: View 0 : 0.508778049064 +2016-08-19 10:54:08,732 DEBUG: View 1 : 0.54611013986 +2016-08-19 10:54:09,035 DEBUG: View 3 : 0.670142755898 +2016-08-19 10:54:09,182 DEBUG: View 2 : 0.511623325453 +2016-08-19 10:54:09,457 DEBUG: View 4 : 0.538414634146 +2016-08-19 10:54:10,936 DEBUG: Best view : Clinic_ +2016-08-19 10:54:11,035 DEBUG: Start: Iteration 344 +2016-08-19 10:54:11,354 DEBUG: View 0 : 0.619243986254 +2016-08-19 10:54:11,367 DEBUG: View 1 : 0.673177537496 +2016-08-19 10:54:11,641 DEBUG: View 3 : 0.599790026247 +2016-08-19 10:54:11,776 DEBUG: View 2 : 0.548943661972 +2016-08-19 10:54:12,064 DEBUG: View 4 : 0.523115079365 +2016-08-19 10:54:13,583 DEBUG: Best view : MiRNA__ +2016-08-19 10:54:13,714 DEBUG: Start: Iteration 345 +2016-08-19 10:54:14,105 DEBUG: View 0 : 0.502791563275 +2016-08-19 10:54:14,113 DEBUG: View 1 : 0.638193845269 +2016-08-19 10:54:14,376 DEBUG: View 3 : 0.523046532046 +2016-08-19 10:54:14,499 DEBUG: View 2 : 0.51323407775 +2016-08-19 10:54:14,789 DEBUG: View 4 : 0.581517094017 +2016-08-19 10:54:16,219 DEBUG: Best view : MRNASeq +2016-08-19 10:54:16,317 DEBUG: Start: Iteration 346 +2016-08-19 10:54:16,612 DEBUG: View 0 : 0.525324675325 +2016-08-19 10:54:16,621 DEBUG: View 1 : 0.645151033386 +2016-08-19 10:54:16,883 DEBUG: View 3 : 0.619533947066 +2016-08-19 10:54:17,006 DEBUG: View 2 : 0.493469677027 +2016-08-19 10:54:17,292 DEBUG: View 4 : 0.508445777111 +2016-08-19 10:54:18,709 DEBUG: Best view : Clinic_ +2016-08-19 10:54:18,808 DEBUG: Start: Iteration 347 +2016-08-19 10:54:19,113 DEBUG: View 0 : 0.578947368421 +2016-08-19 10:54:19,121 DEBUG: View 1 : 0.553012365167 +2016-08-19 10:54:19,430 DEBUG: View 3 : 0.567051282051 +2016-08-19 10:54:19,595 DEBUG: View 2 : 0.585655416013 +2016-08-19 10:54:19,852 DEBUG: View 4 : 0.549145299145 +2016-08-19 10:54:21,291 DEBUG: Best view : Clinic_ +2016-08-19 10:54:21,389 DEBUG: Start: Iteration 348 +2016-08-19 10:54:21,747 DEBUG: View 0 : 0.474544072948 +2016-08-19 10:54:21,756 DEBUG: View 1 : 0.624936230997 +2016-08-19 10:54:22,024 DEBUG: View 3 : 0.510734463277 +2016-08-19 10:54:22,145 DEBUG: View 2 : 0.512925170068 +2016-08-19 10:54:22,430 DEBUG: View 4 : 0.50929700706 +2016-08-19 10:54:23,910 DEBUG: Best view : MiRNA__ +2016-08-19 10:54:24,013 DEBUG: Start: Iteration 349 +2016-08-19 10:54:24,311 DEBUG: View 0 : 0.5625 +2016-08-19 10:54:24,321 DEBUG: View 1 : 0.375 +2016-08-19 10:54:24,603 DEBUG: View 3 : 0.539987900786 +2016-08-19 10:54:24,791 DEBUG: View 2 : 0.489766081871 +2016-08-19 10:54:25,138 DEBUG: View 4 : 0.686137566138 +2016-08-19 10:54:26,590 DEBUG: Best view : MRNASeq +2016-08-19 10:54:26,702 DEBUG: Start: Iteration 350 +2016-08-19 10:54:27,062 DEBUG: View 0 : 0.522895968939 +2016-08-19 10:54:27,070 DEBUG: View 1 : 0.626932989691 +2016-08-19 10:54:27,331 DEBUG: View 3 : 0.53634085213 +2016-08-19 10:54:27,452 DEBUG: View 2 : 0.539229249012 +2016-08-19 10:54:27,736 DEBUG: View 4 : 0.54494047619 +2016-08-19 10:54:29,230 DEBUG: Best view : MRNASeq +2016-08-19 10:54:29,330 DEBUG: Start: Iteration 351 +2016-08-19 10:54:29,686 DEBUG: View 0 : 0.508274231678 +2016-08-19 10:54:29,696 DEBUG: View 1 : 0.674966987361 +2016-08-19 10:54:29,959 DEBUG: View 3 : 0.502115100836 +2016-08-19 10:54:30,080 DEBUG: View 2 : 0.687209302326 +2016-08-19 10:54:30,366 DEBUG: View 4 : 0.548333333333 +2016-08-19 10:54:31,986 DEBUG: Best view : RNASeq_ +2016-08-19 10:54:32,099 DEBUG: Start: Iteration 352 +2016-08-19 10:54:32,397 DEBUG: View 0 : 0.5727221279 +2016-08-19 10:54:32,406 DEBUG: View 1 : 0.678733031674 +2016-08-19 10:54:32,702 DEBUG: View 3 : 0.583110583111 +2016-08-19 10:54:32,836 DEBUG: View 2 : 0.530367231638 +2016-08-19 10:54:33,139 DEBUG: View 4 : 0.607642031171 +2016-08-19 10:54:34,656 DEBUG: Best view : MiRNA__ +2016-08-19 10:54:34,771 DEBUG: Start: Iteration 353 +2016-08-19 10:54:35,087 DEBUG: View 0 : 0.522983411422 +2016-08-19 10:54:35,094 DEBUG: View 1 : 0.569015492254 +2016-08-19 10:54:35,365 DEBUG: View 3 : 0.619071146245 +2016-08-19 10:54:35,510 DEBUG: View 2 : 0.573075380914 +2016-08-19 10:54:35,797 DEBUG: View 4 : 0.553113553114 +2016-08-19 10:54:37,332 DEBUG: Best view : Clinic_ +2016-08-19 10:54:37,448 DEBUG: Start: Iteration 354 +2016-08-19 10:54:37,809 DEBUG: View 0 : 0.534961685824 +2016-08-19 10:54:37,819 DEBUG: View 1 : 0.543154761905 +2016-08-19 10:54:38,088 DEBUG: View 3 : 0.526395173454 +2016-08-19 10:54:38,208 DEBUG: View 2 : 0.526984126984 +2016-08-19 10:54:38,500 DEBUG: View 4 : 0.583305693753 +2016-08-19 10:54:39,952 DEBUG: Best view : MRNASeq +2016-08-19 10:54:40,051 DEBUG: Start: Iteration 355 +2016-08-19 10:54:40,420 DEBUG: View 0 : 0.647108843537 +2016-08-19 10:54:40,430 DEBUG: View 1 : 0.431846259437 +2016-08-19 10:54:40,737 DEBUG: View 3 : 0.703548225887 +2016-08-19 10:54:40,868 DEBUG: View 2 : 0.552649456522 +2016-08-19 10:54:41,162 DEBUG: View 4 : 0.57112590799 +2016-08-19 10:54:42,655 DEBUG: Best view : Clinic_ +2016-08-19 10:54:42,771 DEBUG: Start: Iteration 356 +2016-08-19 10:54:43,141 DEBUG: View 0 : 0.593815789474 +2016-08-19 10:54:43,149 DEBUG: View 1 : 0.646856332895 +2016-08-19 10:54:43,418 DEBUG: View 3 : 0.6088365243 +2016-08-19 10:54:43,540 DEBUG: View 2 : 0.596774193548 +2016-08-19 10:54:43,831 DEBUG: View 4 : 0.56271112564 +2016-08-19 10:54:45,374 DEBUG: Best view : MiRNA__ +2016-08-19 10:54:45,477 DEBUG: Start: Iteration 357 +2016-08-19 10:54:45,774 DEBUG: View 0 : 0.773879716981 +2016-08-19 10:54:45,782 DEBUG: View 1 : 0.692010309278 +2016-08-19 10:54:46,045 DEBUG: View 3 : 0.503118503119 +2016-08-19 10:54:46,167 DEBUG: View 2 : 0.566874566875 +2016-08-19 10:54:46,452 DEBUG: View 4 : 0.572423986486 +2016-08-19 10:54:48,013 DEBUG: Best view : Methyl_ +2016-08-19 10:54:48,115 DEBUG: Start: Iteration 358 +2016-08-19 10:54:48,437 DEBUG: View 0 : 0.580999180999 +2016-08-19 10:54:48,445 DEBUG: View 1 : 0.598534798535 +2016-08-19 10:54:48,736 DEBUG: View 3 : 0.57265258216 +2016-08-19 10:54:48,862 DEBUG: View 2 : 0.501525821596 +2016-08-19 10:54:49,171 DEBUG: View 4 : 0.5418593212 +2016-08-19 10:54:50,625 DEBUG: Best view : Clinic_ +2016-08-19 10:54:50,730 DEBUG: Start: Iteration 359 +2016-08-19 10:54:51,026 DEBUG: View 0 : 0.63394051662 +2016-08-19 10:54:51,034 DEBUG: View 1 : 0.428332513527 +2016-08-19 10:54:51,295 DEBUG: View 3 : 0.517892892893 +2016-08-19 10:54:51,418 DEBUG: View 2 : 0.506530322973 +2016-08-19 10:54:51,703 DEBUG: View 4 : 0.548661417323 +2016-08-19 10:54:53,166 DEBUG: Best view : Methyl_ +2016-08-19 10:54:53,272 DEBUG: Start: Iteration 360 +2016-08-19 10:54:53,635 DEBUG: View 0 : 0.503688311688 +2016-08-19 10:54:53,642 DEBUG: View 1 : 0.618181818182 +2016-08-19 10:54:53,908 DEBUG: View 3 : 0.538285714286 +2016-08-19 10:54:54,034 DEBUG: View 2 : 0.531974153298 +2016-08-19 10:54:54,361 DEBUG: View 4 : 0.648272017837 +2016-08-19 10:54:55,908 DEBUG: Best view : MiRNA__ +2016-08-19 10:54:56,011 DEBUG: Start: Iteration 361 +2016-08-19 10:54:56,326 DEBUG: View 0 : 0.501858341298 +2016-08-19 10:54:56,332 DEBUG: View 1 : 0.412363636364 +2016-08-19 10:54:56,607 DEBUG: View 3 : 0.579978354978 +2016-08-19 10:54:56,732 DEBUG: View 2 : 0.548333333333 +2016-08-19 10:54:57,075 DEBUG: View 4 : 0.565889154705 +2016-08-19 10:54:58,691 DEBUG: Best view : Clinic_ +2016-08-19 10:54:58,803 DEBUG: Start: Iteration 362 +2016-08-19 10:54:59,104 DEBUG: View 0 : 0.579596301084 +2016-08-19 10:54:59,112 DEBUG: View 1 : 0.668391047297 +2016-08-19 10:54:59,381 DEBUG: View 3 : 0.623696872494 +2016-08-19 10:54:59,526 DEBUG: View 2 : 0.539911634757 +2016-08-19 10:54:59,812 DEBUG: View 4 : 0.50762195122 +2016-08-19 10:55:01,334 DEBUG: Best view : MiRNA__ +2016-08-19 10:55:01,436 DEBUG: Start: Iteration 363 +2016-08-19 10:55:01,733 DEBUG: View 0 : 0.432981397687 +2016-08-19 10:55:01,740 DEBUG: View 1 : 0.618181818182 +2016-08-19 10:55:02,003 DEBUG: View 3 : 0.512925170068 +2016-08-19 10:55:02,124 DEBUG: View 2 : 0.525324675325 +2016-08-19 10:55:02,410 DEBUG: View 4 : 0.497782939189 +2016-08-19 10:55:03,905 DEBUG: Best view : MiRNA__ +2016-08-19 10:55:04,009 DEBUG: Start: Iteration 364 +2016-08-19 10:55:04,317 DEBUG: View 0 : 0.49451754386 +2016-08-19 10:55:04,325 DEBUG: View 1 : 0.8125 +2016-08-19 10:55:04,591 DEBUG: View 3 : 0.663102663103 +2016-08-19 10:55:04,718 DEBUG: View 2 : 0.59121355398 +2016-08-19 10:55:05,001 DEBUG: View 4 : 0.556830440326 +2016-08-19 10:55:06,485 DEBUG: Best view : Clinic_ +2016-08-19 10:55:06,590 DEBUG: Start: Iteration 365 +2016-08-19 10:55:06,894 DEBUG: View 0 : 0.531367731368 +2016-08-19 10:55:06,902 DEBUG: View 1 : 0.626932989691 +2016-08-19 10:55:07,170 DEBUG: View 3 : 0.567383669886 +2016-08-19 10:55:07,299 DEBUG: View 2 : 0.524720893142 +2016-08-19 10:55:07,584 DEBUG: View 4 : 0.5418593212 +2016-08-19 10:55:09,069 DEBUG: Best view : Clinic_ +2016-08-19 10:55:09,174 DEBUG: Start: Iteration 366 +2016-08-19 10:55:09,471 DEBUG: View 0 : 0.470306200283 +2016-08-19 10:55:09,479 DEBUG: View 1 : 0.666894781865 +2016-08-19 10:55:09,742 DEBUG: View 3 : 0.53403419348 +2016-08-19 10:55:09,864 DEBUG: View 2 : 0.60183982684 +2016-08-19 10:55:10,160 DEBUG: View 4 : 0.574078341014 +2016-08-19 10:55:11,632 DEBUG: Best view : MiRNA__ +2016-08-19 10:55:11,735 DEBUG: Start: Iteration 367 +2016-08-19 10:55:12,108 DEBUG: View 0 : 0.521885521886 +2016-08-19 10:55:12,116 DEBUG: View 1 : 0.700213675214 +2016-08-19 10:55:12,419 DEBUG: View 3 : 0.508445945946 +2016-08-19 10:55:12,566 DEBUG: View 2 : 0.5254019927 +2016-08-19 10:55:12,864 DEBUG: View 4 : 0.504585326954 +2016-08-19 10:55:14,309 DEBUG: Best view : MiRNA__ +2016-08-19 10:55:14,413 DEBUG: Start: Iteration 368 +2016-08-19 10:55:14,717 DEBUG: View 0 : 0.584351407001 +2016-08-19 10:55:14,725 DEBUG: View 1 : 0.658684210526 +2016-08-19 10:55:14,988 DEBUG: View 3 : 0.564992025518 +2016-08-19 10:55:15,108 DEBUG: View 2 : 0.497782939189 +2016-08-19 10:55:15,393 DEBUG: View 4 : 0.528529411765 +2016-08-19 10:55:16,884 DEBUG: Best view : MiRNA__ +2016-08-19 10:55:16,990 DEBUG: Start: Iteration 369 +2016-08-19 10:55:17,287 DEBUG: View 0 : 0.627953745601 +2016-08-19 10:55:17,295 DEBUG: View 1 : 0.645151033386 +2016-08-19 10:55:17,560 DEBUG: View 3 : 0.506906702899 +2016-08-19 10:55:17,685 DEBUG: View 2 : 0.633058176101 +2016-08-19 10:55:17,976 DEBUG: View 4 : 0.56271112564 +2016-08-19 10:55:19,474 DEBUG: Best view : RNASeq_ +2016-08-19 10:55:19,580 DEBUG: Start: Iteration 370 +2016-08-19 10:55:19,875 DEBUG: View 0 : 0.412363636364 +2016-08-19 10:55:19,882 DEBUG: View 1 : 0.710598896769 +2016-08-19 10:55:20,167 DEBUG: View 3 : 0.725213298029 +2016-08-19 10:55:20,339 DEBUG: View 2 : 0.53702069236 +2016-08-19 10:55:20,653 DEBUG: View 4 : 0.580392156863 +2016-08-19 10:55:22,200 DEBUG: Best view : Clinic_ +2016-08-19 10:55:22,306 DEBUG: Start: Iteration 371 +2016-08-19 10:55:22,668 DEBUG: View 0 : 0.401119402985 +2016-08-19 10:55:22,673 DEBUG: View 1 : 0.425856307435 +2016-08-19 10:55:22,939 DEBUG: View 3 : 0.57756147541 +2016-08-19 10:55:23,065 DEBUG: View 2 : 0.581264775414 +2016-08-19 10:55:23,349 DEBUG: View 4 : 0.559236384054 +2016-08-19 10:55:24,895 DEBUG: Best view : RNASeq_ +2016-08-19 10:55:25,001 DEBUG: Start: Iteration 372 +2016-08-19 10:55:25,364 DEBUG: View 0 : 0.520831261808 +2016-08-19 10:55:25,372 DEBUG: View 1 : 0.693349753695 +2016-08-19 10:55:25,639 DEBUG: View 3 : 0.568664795509 +2016-08-19 10:55:25,762 DEBUG: View 2 : 0.500877963126 +2016-08-19 10:55:26,048 DEBUG: View 4 : 0.582810047096 +2016-08-19 10:55:27,594 DEBUG: Best view : MiRNA__ +2016-08-19 10:55:27,700 DEBUG: Start: Iteration 373 +2016-08-19 10:55:28,058 DEBUG: View 0 : 0.387903225806 +2016-08-19 10:55:28,063 DEBUG: View 1 : 0.631008668243 +2016-08-19 10:55:28,366 DEBUG: View 3 : 0.527534562212 +2016-08-19 10:55:28,546 DEBUG: View 2 : 0.512583625358 +2016-08-19 10:55:28,856 DEBUG: View 4 : 0.486590038314 +2016-08-19 10:55:30,385 DEBUG: Best view : MiRNA__ +2016-08-19 10:55:30,490 DEBUG: Start: Iteration 374 +2016-08-19 10:55:30,798 DEBUG: View 0 : 0.542901234568 +2016-08-19 10:55:30,808 DEBUG: View 1 : 0.6104743083 +2016-08-19 10:55:31,069 DEBUG: View 3 : 0.562894248609 +2016-08-19 10:55:31,190 DEBUG: View 2 : 0.587878787879 +2016-08-19 10:55:31,481 DEBUG: View 4 : 0.556967213115 +2016-08-19 10:55:32,952 DEBUG: Best view : RNASeq_ +2016-08-19 10:55:33,058 DEBUG: Start: Iteration 375 +2016-08-19 10:55:33,359 DEBUG: View 0 : 0.546892980437 +2016-08-19 10:55:33,364 DEBUG: View 1 : 0.730567226891 +2016-08-19 10:55:33,626 DEBUG: View 3 : 0.560555045404 +2016-08-19 10:55:33,750 DEBUG: View 2 : 0.492179045745 +2016-08-19 10:55:34,035 DEBUG: View 4 : 0.552826784282 +2016-08-19 10:55:35,547 DEBUG: Best view : MiRNA__ +2016-08-19 10:55:35,653 DEBUG: Start: Iteration 376 +2016-08-19 10:55:36,007 DEBUG: View 0 : 0.613293650794 +2016-08-19 10:55:36,015 DEBUG: View 1 : 0.45320855615 +2016-08-19 10:55:36,279 DEBUG: View 3 : 0.544561621175 +2016-08-19 10:55:36,402 DEBUG: View 2 : 0.506880506881 +2016-08-19 10:55:36,686 DEBUG: View 4 : 0.530367231638 +2016-08-19 10:55:38,224 DEBUG: Best view : Methyl_ +2016-08-19 10:55:38,330 DEBUG: Start: Iteration 377 +2016-08-19 10:55:38,690 DEBUG: View 0 : 0.591191066998 +2016-08-19 10:55:38,697 DEBUG: View 1 : 0.687554872695 +2016-08-19 10:55:38,958 DEBUG: View 3 : 0.540556900726 +2016-08-19 10:55:39,082 DEBUG: View 2 : 0.570726495726 +2016-08-19 10:55:39,377 DEBUG: View 4 : 0.520520869666 +2016-08-19 10:55:40,943 DEBUG: Best view : MiRNA__ +2016-08-19 10:55:41,051 DEBUG: Start: Iteration 378 +2016-08-19 10:55:41,347 DEBUG: View 0 : 0.577142857143 +2016-08-19 10:55:41,355 DEBUG: View 1 : 0.426976229961 +2016-08-19 10:55:41,620 DEBUG: View 3 : 0.528205128205 +2016-08-19 10:55:41,738 DEBUG: View 2 : 0.551583093471 +2016-08-19 10:55:42,031 DEBUG: View 4 : 0.545328992799 +2016-08-19 10:55:43,573 DEBUG: Best view : RNASeq_ +2016-08-19 10:55:43,680 DEBUG: Start: Iteration 379 +2016-08-19 10:55:43,976 DEBUG: View 0 : 0.515030885381 +2016-08-19 10:55:43,983 DEBUG: View 1 : 0.553012365167 +2016-08-19 10:55:44,245 DEBUG: View 3 : 0.50252667041 +2016-08-19 10:55:44,365 DEBUG: View 2 : 0.537089201878 +2016-08-19 10:55:44,655 DEBUG: View 4 : 0.556299385426 +2016-08-19 10:55:46,198 DEBUG: Best view : MRNASeq +2016-08-19 10:55:46,306 DEBUG: Start: Iteration 380 +2016-08-19 10:55:46,609 DEBUG: View 0 : 0.539166832769 +2016-08-19 10:55:46,616 DEBUG: View 1 : 0.8125 +2016-08-19 10:55:46,880 DEBUG: View 3 : 0.581719128329 +2016-08-19 10:55:47,002 DEBUG: View 2 : 0.542702485966 +2016-08-19 10:55:47,291 DEBUG: View 4 : 0.521019245242 +2016-08-19 10:55:48,838 DEBUG: Best view : MiRNA__ +2016-08-19 10:55:48,945 DEBUG: Start: Iteration 381 +2016-08-19 10:55:49,259 DEBUG: View 0 : 0.488376674547 +2016-08-19 10:55:49,265 DEBUG: View 1 : 0.755546536797 +2016-08-19 10:55:49,530 DEBUG: View 3 : 0.513954402516 +2016-08-19 10:55:49,654 DEBUG: View 2 : 0.571695344805 +2016-08-19 10:55:49,939 DEBUG: View 4 : 0.505896226415 +2016-08-19 10:55:51,447 DEBUG: Best view : MiRNA__ +2016-08-19 10:55:51,555 DEBUG: Start: Iteration 382 +2016-08-19 10:55:51,924 DEBUG: View 0 : 0.530240466359 +2016-08-19 10:55:51,931 DEBUG: View 1 : 0.553012365167 +2016-08-19 10:55:52,193 DEBUG: View 3 : 0.557043650794 +2016-08-19 10:55:52,314 DEBUG: View 2 : 0.539170506912 +2016-08-19 10:55:52,601 DEBUG: View 4 : 0.512503677552 +2016-08-19 10:55:54,143 DEBUG: Best view : Clinic_ +2016-08-19 10:55:54,252 DEBUG: Start: Iteration 383 +2016-08-19 10:55:54,545 DEBUG: View 0 : 0.496639784946 +2016-08-19 10:55:54,553 DEBUG: View 1 : 0.412135539795 +2016-08-19 10:55:54,815 DEBUG: View 3 : 0.556967213115 +2016-08-19 10:55:54,938 DEBUG: View 2 : 0.548779220779 +2016-08-19 10:55:55,222 DEBUG: View 4 : 0.558116883117 +2016-08-19 10:55:56,752 DEBUG: Best view : Clinic_ +2016-08-19 10:55:56,860 DEBUG: Start: Iteration 384 +2016-08-19 10:55:57,161 DEBUG: View 0 : 0.453694187507 +2016-08-19 10:55:57,169 DEBUG: View 1 : 0.548661417323 +2016-08-19 10:55:57,432 DEBUG: View 3 : 0.536255411255 +2016-08-19 10:55:57,554 DEBUG: View 2 : 0.540556900726 +2016-08-19 10:55:57,834 DEBUG: View 4 : 0.530530530531 +2016-08-19 10:55:59,408 DEBUG: Best view : Clinic_ +2016-08-19 10:55:59,516 DEBUG: Start: Iteration 385 +2016-08-19 10:55:59,812 DEBUG: View 0 : 0.575373427673 +2016-08-19 10:55:59,819 DEBUG: View 1 : 0.560606060606 +2016-08-19 10:56:00,080 DEBUG: View 3 : 0.51687951688 +2016-08-19 10:56:00,201 DEBUG: View 2 : 0.50654960981 +2016-08-19 10:56:00,485 DEBUG: View 4 : 0.562442396313 +2016-08-19 10:56:02,051 DEBUG: Best view : MRNASeq +2016-08-19 10:56:02,160 DEBUG: Start: Iteration 386 +2016-08-19 10:56:02,533 DEBUG: View 0 : 0.474956822107 +2016-08-19 10:56:02,538 DEBUG: View 1 : 0.446011615503 +2016-08-19 10:56:02,802 DEBUG: View 3 : 0.546771653543 +2016-08-19 10:56:02,925 DEBUG: View 2 : 0.547054597701 +2016-08-19 10:56:03,213 DEBUG: View 4 : 0.55068627451 +2016-08-19 10:56:04,778 DEBUG: Best view : RNASeq_ +2016-08-19 10:56:04,889 DEBUG: Start: Iteration 387 +2016-08-19 10:56:05,190 DEBUG: View 0 : 0.534722222222 +2016-08-19 10:56:05,200 DEBUG: View 1 : 0.382323232323 +2016-08-19 10:56:05,464 DEBUG: View 3 : 0.558943089431 +2016-08-19 10:56:05,585 DEBUG: View 2 : 0.557496859655 +2016-08-19 10:56:05,872 DEBUG: View 4 : 0.552826784282 +2016-08-19 10:56:07,437 DEBUG: Best view : RNASeq_ +2016-08-19 10:56:07,547 DEBUG: Start: Iteration 388 +2016-08-19 10:56:07,851 DEBUG: View 0 : 0.510160197828 +2016-08-19 10:56:07,858 DEBUG: View 1 : 0.647108843537 +2016-08-19 10:56:08,121 DEBUG: View 3 : 0.502791563275 +2016-08-19 10:56:08,243 DEBUG: View 2 : 0.58 +2016-08-19 10:56:08,532 DEBUG: View 4 : 0.53257818765 +2016-08-19 10:56:10,070 DEBUG: Best view : RNASeq_ +2016-08-19 10:56:10,179 DEBUG: Start: Iteration 389 +2016-08-19 10:56:10,539 DEBUG: View 0 : 0.760177865613 +2016-08-19 10:56:10,547 DEBUG: View 1 : 0.65672078397 +2016-08-19 10:56:10,810 DEBUG: View 3 : 0.643387365551 +2016-08-19 10:56:10,929 DEBUG: View 2 : 0.597350230415 +2016-08-19 10:56:11,216 DEBUG: View 4 : 0.655890804598 +2016-08-19 10:56:12,733 DEBUG: Best view : Methyl_ +2016-08-19 10:56:12,843 DEBUG: Start: Iteration 390 +2016-08-19 10:56:13,139 DEBUG: View 0 : 0.50889292196 +2016-08-19 10:56:13,147 DEBUG: View 1 : 0.62717566184 +2016-08-19 10:56:13,409 DEBUG: View 3 : 0.612111511271 +2016-08-19 10:56:13,531 DEBUG: View 2 : 0.552826784282 +2016-08-19 10:56:13,816 DEBUG: View 4 : 0.567966903073 +2016-08-19 10:56:15,480 DEBUG: Best view : Clinic_ +2016-08-19 10:56:15,596 DEBUG: Start: Iteration 391 +2016-08-19 10:56:16,053 DEBUG: View 0 : 0.529910714286 +2016-08-19 10:56:16,059 DEBUG: View 1 : 0.718409425626 +2016-08-19 10:56:16,374 DEBUG: View 3 : 0.621790757381 +2016-08-19 10:56:16,516 DEBUG: View 2 : 0.589205397301 +2016-08-19 10:56:16,875 DEBUG: View 4 : 0.507682249101 +2016-08-19 10:56:18,399 DEBUG: Best view : MiRNA__ +2016-08-19 10:56:18,509 DEBUG: Start: Iteration 392 +2016-08-19 10:56:18,867 DEBUG: View 0 : 0.493469677027 +2016-08-19 10:56:18,875 DEBUG: View 1 : 0.636860969628 +2016-08-19 10:56:19,138 DEBUG: View 3 : 0.657242063492 +2016-08-19 10:56:19,261 DEBUG: View 2 : 0.634632034632 +2016-08-19 10:56:19,557 DEBUG: View 4 : 0.566735314308 +2016-08-19 10:56:21,179 DEBUG: Best view : Clinic_ +2016-08-19 10:56:21,290 DEBUG: Start: Iteration 393 +2016-08-19 10:56:21,668 DEBUG: View 0 : 0.40878644602 +2016-08-19 10:56:21,674 DEBUG: View 1 : 0.575386518244 +2016-08-19 10:56:21,947 DEBUG: View 3 : 0.629585207396 +2016-08-19 10:56:22,096 DEBUG: View 2 : 0.507336709518 +2016-08-19 10:56:22,396 DEBUG: View 4 : 0.53864013267 +2016-08-19 10:56:24,086 DEBUG: Best view : Clinic_ +2016-08-19 10:56:24,218 DEBUG: Start: Iteration 394 +2016-08-19 10:56:24,592 DEBUG: View 0 : 0.584045584046 +2016-08-19 10:56:24,601 DEBUG: View 1 : 0.472599637681 +2016-08-19 10:56:24,874 DEBUG: View 3 : 0.59271978022 +2016-08-19 10:56:25,002 DEBUG: View 2 : 0.554924242424 +2016-08-19 10:56:25,302 DEBUG: View 4 : 0.597775876818 +2016-08-19 10:56:27,071 DEBUG: Best view : MRNASeq +2016-08-19 10:56:27,184 DEBUG: Start: Iteration 395 +2016-08-19 10:56:27,498 DEBUG: View 0 : 0.564356435644 +2016-08-19 10:56:27,504 DEBUG: View 1 : 0.422306507052 +2016-08-19 10:56:27,776 DEBUG: View 3 : 0.525417439703 +2016-08-19 10:56:27,927 DEBUG: View 2 : 0.551097972973 +2016-08-19 10:56:28,218 DEBUG: View 4 : 0.516287284144 +2016-08-19 10:56:29,796 DEBUG: Best view : Clinic_ +2016-08-19 10:56:29,912 DEBUG: Start: Iteration 396 +2016-08-19 10:56:30,276 DEBUG: View 0 : 0.440622788393 +2016-08-19 10:56:30,281 DEBUG: View 1 : 0.361806154731 +2016-08-19 10:56:30,551 DEBUG: View 3 : 0.559236384054 +2016-08-19 10:56:30,679 DEBUG: View 2 : 0.610426929392 +2016-08-19 10:56:30,961 DEBUG: View 4 : 0.51019374446 +2016-08-19 10:56:32,578 DEBUG: Best view : RNASeq_ +2016-08-19 10:56:32,688 DEBUG: Start: Iteration 397 +2016-08-19 10:56:32,995 DEBUG: View 0 : 0.416810592976 +2016-08-19 10:56:33,003 DEBUG: View 1 : 0.631008668243 +2016-08-19 10:56:33,276 DEBUG: View 3 : 0.520520869666 +2016-08-19 10:56:33,420 DEBUG: View 2 : 0.554102564103 +2016-08-19 10:56:33,712 DEBUG: View 4 : 0.564992025518 +2016-08-19 10:56:35,267 DEBUG: Best view : MiRNA__ +2016-08-19 10:56:35,376 DEBUG: Start: Iteration 398 +2016-08-19 10:56:35,727 DEBUG: View 0 : 0.435751748252 +2016-08-19 10:56:35,734 DEBUG: View 1 : 0.72043978011 +2016-08-19 10:56:35,995 DEBUG: View 3 : 0.527693064437 +2016-08-19 10:56:36,117 DEBUG: View 2 : 0.497357723577 +2016-08-19 10:56:36,402 DEBUG: View 4 : 0.523767734386 +2016-08-19 10:56:37,955 DEBUG: Best view : MiRNA__ +2016-08-19 10:56:38,065 DEBUG: Start: Iteration 399 +2016-08-19 10:56:38,361 DEBUG: View 0 : 0.478114478114 +2016-08-19 10:56:38,370 DEBUG: View 1 : 0.553012365167 +2016-08-19 10:56:38,631 DEBUG: View 3 : 0.529771959459 +2016-08-19 10:56:38,752 DEBUG: View 2 : 0.539229249012 +2016-08-19 10:56:39,041 DEBUG: View 4 : 0.488295078223 +2016-08-19 10:56:40,669 DEBUG: Best view : MiRNA__ +2016-08-19 10:56:40,780 DEBUG: Start: Iteration 400 +2016-08-19 10:56:41,154 DEBUG: View 0 : 0.635466507177 +2016-08-19 10:56:41,163 DEBUG: View 1 : 0.8125 +2016-08-19 10:56:41,441 DEBUG: View 3 : 0.538354700855 +2016-08-19 10:56:41,563 DEBUG: View 2 : 0.585167400293 +2016-08-19 10:56:41,868 DEBUG: View 4 : 0.518688024409 +2016-08-19 10:56:43,444 DEBUG: Best view : Methyl_ +2016-08-19 10:56:43,555 DEBUG: Start: Iteration 401 +2016-08-19 10:56:43,858 DEBUG: View 0 : 0.391784037559 +2016-08-19 10:56:43,865 DEBUG: View 1 : 0.680262080262 +2016-08-19 10:56:44,128 DEBUG: View 3 : 0.567979002625 +2016-08-19 10:56:44,251 DEBUG: View 2 : 0.560972913212 +2016-08-19 10:56:44,536 DEBUG: View 4 : 0.60505952381 +2016-08-19 10:56:46,160 DEBUG: Best view : MiRNA__ +2016-08-19 10:56:46,270 DEBUG: Start: Iteration 402 +2016-08-19 10:56:46,565 DEBUG: View 0 : 0.525789473684 +2016-08-19 10:56:46,572 DEBUG: View 1 : 0.817258883249 +2016-08-19 10:56:46,832 DEBUG: View 3 : 0.434475014037 +2016-08-19 10:56:46,952 DEBUG: View 2 : 0.554102564103 +2016-08-19 10:56:47,236 DEBUG: View 4 : 0.536551030669 +2016-08-19 10:56:48,837 DEBUG: Best view : MiRNA__ +2016-08-19 10:56:48,949 DEBUG: Start: Iteration 403 +2016-08-19 10:56:49,251 DEBUG: View 0 : 0.575949367089 +2016-08-19 10:56:49,259 DEBUG: View 1 : 0.757087628866 +2016-08-19 10:56:49,535 DEBUG: View 3 : 0.536270491803 +2016-08-19 10:56:49,696 DEBUG: View 2 : 0.499210526316 +2016-08-19 10:56:49,984 DEBUG: View 4 : 0.565050116432 +2016-08-19 10:56:51,632 DEBUG: Best view : MiRNA__ +2016-08-19 10:56:51,743 DEBUG: Start: Iteration 404 +2016-08-19 10:56:52,099 DEBUG: View 0 : 0.477546110666 +2016-08-19 10:56:52,109 DEBUG: View 1 : 0.654204107831 +2016-08-19 10:56:52,369 DEBUG: View 3 : 0.65686178062 +2016-08-19 10:56:52,492 DEBUG: View 2 : 0.520078546883 +2016-08-19 10:56:52,776 DEBUG: View 4 : 0.511623325453 +2016-08-19 10:56:54,465 DEBUG: Best view : Clinic_ +2016-08-19 10:56:54,583 DEBUG: Start: Iteration 405 +2016-08-19 10:56:54,888 DEBUG: View 0 : 0.420422189494 +2016-08-19 10:56:54,893 DEBUG: View 1 : 0.72748790779 +2016-08-19 10:56:55,163 DEBUG: View 3 : 0.510775862069 +2016-08-19 10:56:55,326 DEBUG: View 2 : 0.496881496881 +2016-08-19 10:56:55,608 DEBUG: View 4 : 0.517836593786 +2016-08-19 10:56:57,199 DEBUG: Best view : MiRNA__ +2016-08-19 10:56:57,317 DEBUG: Start: Iteration 406 +2016-08-19 10:56:57,673 DEBUG: View 0 : 0.451005291005 +2016-08-19 10:56:57,681 DEBUG: View 1 : 0.750492349644 +2016-08-19 10:56:57,942 DEBUG: View 3 : 0.559236384054 +2016-08-19 10:56:58,063 DEBUG: View 2 : 0.50495049505 +2016-08-19 10:56:58,351 DEBUG: View 4 : 0.562894248609 +2016-08-19 10:56:59,934 DEBUG: Best view : MiRNA__ +2016-08-19 10:57:00,049 DEBUG: Start: Iteration 407 +2016-08-19 10:57:00,319 DEBUG: View 0 : 0.501525821596 +2016-08-19 10:57:00,331 DEBUG: View 1 : 0.618181818182 +2016-08-19 10:57:00,620 DEBUG: View 3 : 0.605785296575 +2016-08-19 10:57:00,719 DEBUG: View 2 : 0.51323407775 +2016-08-19 10:57:01,020 DEBUG: View 4 : 0.586331679074 +2016-08-19 10:57:02,669 DEBUG: Best view : Clinic_ +2016-08-19 10:57:02,783 DEBUG: Start: Iteration 408 +2016-08-19 10:57:03,123 DEBUG: View 0 : 0.237229437229 +2016-08-19 10:57:03,134 DEBUG: View 1 : 0.817258883249 +2016-08-19 10:57:03,408 DEBUG: View 3 : 0.490970309152 +2016-08-19 10:57:03,510 DEBUG: View 2 : 0.520721925134 +2016-08-19 10:57:03,797 DEBUG: View 4 : 0.59817105971 +2016-08-19 10:57:05,560 DEBUG: Best view : MRNASeq +2016-08-19 10:57:05,680 DEBUG: Start: Iteration 409 +2016-08-19 10:57:05,905 DEBUG: View 0 : 0.50889292196 +2016-08-19 10:57:05,916 DEBUG: View 1 : 0.663412073491 +2016-08-19 10:57:06,176 DEBUG: View 3 : 0.628101736973 +2016-08-19 10:57:06,283 DEBUG: View 2 : 0.532778864971 +2016-08-19 10:57:06,596 DEBUG: View 4 : 0.426482873851 +2016-08-19 10:57:08,388 DEBUG: Best view : MiRNA__ +2016-08-19 10:57:08,502 DEBUG: Start: Iteration 410 +2016-08-19 10:57:08,785 DEBUG: View 0 : 0.493119493119 +2016-08-19 10:57:08,798 DEBUG: View 1 : 0.657051282051 +2016-08-19 10:57:09,056 DEBUG: View 3 : 0.536552498596 +2016-08-19 10:57:09,168 DEBUG: View 2 : 0.544554455446 +2016-08-19 10:57:09,467 DEBUG: View 4 : 0.576923076923 +2016-08-19 10:57:11,195 DEBUG: Best view : MiRNA__ +2016-08-19 10:57:11,309 DEBUG: Start: Iteration 411 +2016-08-19 10:57:11,597 DEBUG: View 0 : 0.525922131148 +2016-08-19 10:57:11,608 DEBUG: View 1 : 0.74340994676 +2016-08-19 10:57:11,866 DEBUG: View 3 : 0.531279178338 +2016-08-19 10:57:11,968 DEBUG: View 2 : 0.526395173454 +2016-08-19 10:57:12,244 DEBUG: View 4 : 0.579978354978 +2016-08-19 10:57:13,880 DEBUG: Best view : MiRNA__ +2016-08-19 10:57:14,002 DEBUG: Start: Iteration 412 +2016-08-19 10:57:14,232 DEBUG: View 0 : 0.498724619937 +2016-08-19 10:57:14,243 DEBUG: View 1 : 0.683997754071 +2016-08-19 10:57:14,543 DEBUG: View 3 : 0.552208106473 +2016-08-19 10:57:14,664 DEBUG: View 2 : 0.554824339374 +2016-08-19 10:57:14,950 DEBUG: View 4 : 0.531520882585 +2016-08-19 10:57:16,549 DEBUG: Best view : MiRNA__ +2016-08-19 10:57:16,664 DEBUG: Start: Iteration 413 +2016-08-19 10:57:16,885 DEBUG: View 0 : 0.541161616162 +2016-08-19 10:57:16,896 DEBUG: View 1 : 0.647108843537 +2016-08-19 10:57:17,152 DEBUG: View 3 : 0.65686178062 +2016-08-19 10:57:17,253 DEBUG: View 2 : 0.544561621175 +2016-08-19 10:57:17,536 DEBUG: View 4 : 0.545132093933 +2016-08-19 10:57:19,278 DEBUG: Best view : Clinic_ +2016-08-19 10:57:19,391 DEBUG: Start: Iteration 414 +2016-08-19 10:57:19,679 DEBUG: View 0 : 0.630792682927 +2016-08-19 10:57:19,690 DEBUG: View 1 : 0.601872703568 +2016-08-19 10:57:19,948 DEBUG: View 3 : 0.584756097561 +2016-08-19 10:57:20,052 DEBUG: View 2 : 0.55892053973 +2016-08-19 10:57:20,334 DEBUG: View 4 : 0.536552498596 +2016-08-19 10:57:21,942 DEBUG: Best view : Methyl_ +2016-08-19 10:57:22,056 DEBUG: Start: Iteration 415 +2016-08-19 10:57:22,293 DEBUG: View 0 : 0.533559322034 +2016-08-19 10:57:22,304 DEBUG: View 1 : 0.680032076985 +2016-08-19 10:57:22,574 DEBUG: View 3 : 0.560798122066 +2016-08-19 10:57:22,685 DEBUG: View 2 : 0.498682950192 +2016-08-19 10:57:22,965 DEBUG: View 4 : 0.481776989756 +2016-08-19 10:57:24,795 DEBUG: Best view : MiRNA__ +2016-08-19 10:57:24,910 DEBUG: Start: Iteration 416 +2016-08-19 10:57:25,135 DEBUG: View 0 : 0.534915254237 +2016-08-19 10:57:25,146 DEBUG: View 1 : 0.638488507986 +2016-08-19 10:57:25,405 DEBUG: View 3 : 0.575314482314 +2016-08-19 10:57:25,506 DEBUG: View 2 : 0.525564304462 +2016-08-19 10:57:25,803 DEBUG: View 4 : 0.594472084024 +2016-08-19 10:57:27,588 DEBUG: Best view : MiRNA__ +2016-08-19 10:57:27,707 DEBUG: Start: Iteration 417 +2016-08-19 10:57:27,993 DEBUG: View 0 : 0.630792682927 +2016-08-19 10:57:28,005 DEBUG: View 1 : 0.654204107831 +2016-08-19 10:57:28,267 DEBUG: View 3 : 0.607142857143 +2016-08-19 10:57:28,371 DEBUG: View 2 : 0.611552417378 +2016-08-19 10:57:28,653 DEBUG: View 4 : 0.55892053973 +2016-08-19 10:57:30,268 DEBUG: Best view : MiRNA__ +2016-08-19 10:57:30,383 DEBUG: Start: Iteration 418 +2016-08-19 10:57:30,677 DEBUG: View 0 : 0.406184210526 +2016-08-19 10:57:30,690 DEBUG: View 1 : 0.468720821662 +2016-08-19 10:57:30,954 DEBUG: View 3 : 0.489608555287 +2016-08-19 10:57:31,058 DEBUG: View 2 : 0.52977807971 +2016-08-19 10:57:31,334 DEBUG: View 4 : 0.513117513118 +2016-08-19 10:57:33,025 DEBUG: Best view : RNASeq_ +2016-08-19 10:57:33,139 DEBUG: Start: Iteration 419 +2016-08-19 10:57:33,419 DEBUG: View 0 : 0.629585207396 +2016-08-19 10:57:33,430 DEBUG: View 1 : 0.712460691824 +2016-08-19 10:57:33,685 DEBUG: View 3 : 0.5113623387 +2016-08-19 10:57:33,784 DEBUG: View 2 : 0.505225409836 +2016-08-19 10:57:34,060 DEBUG: View 4 : 0.512329591018 +2016-08-19 10:57:35,700 DEBUG: Best view : MiRNA__ +2016-08-19 10:57:35,816 DEBUG: Start: Iteration 420 +2016-08-19 10:57:36,048 DEBUG: View 0 : 0.503463203463 +2016-08-19 10:57:36,058 DEBUG: View 1 : 0.568137254902 +2016-08-19 10:57:36,315 DEBUG: View 3 : 0.71685971686 +2016-08-19 10:57:36,414 DEBUG: View 2 : 0.523676592225 +2016-08-19 10:57:36,687 DEBUG: View 4 : 0.550746569814 +2016-08-19 10:57:38,503 DEBUG: Best view : Clinic_ +2016-08-19 10:57:38,624 DEBUG: Start: Iteration 421 +2016-08-19 10:57:38,915 DEBUG: View 0 : 0.511377245509 +2016-08-19 10:57:38,927 DEBUG: View 1 : 0.661985018727 +2016-08-19 10:57:39,203 DEBUG: View 3 : 0.532190592797 +2016-08-19 10:57:39,315 DEBUG: View 2 : 0.53257818765 +2016-08-19 10:57:39,606 DEBUG: View 4 : 0.508995173322 +2016-08-19 10:57:41,442 DEBUG: Best view : MiRNA__ +2016-08-19 10:57:41,565 DEBUG: Start: Iteration 422 +2016-08-19 10:57:41,867 DEBUG: View 0 : 0.465277777778 +2016-08-19 10:57:41,875 DEBUG: View 1 : 0.822322212467 +2016-08-19 10:57:42,140 DEBUG: View 3 : 0.509987893462 +2016-08-19 10:57:42,243 DEBUG: View 2 : 0.556875556876 +2016-08-19 10:57:42,532 DEBUG: View 4 : 0.581081081081 +2016-08-19 10:57:44,246 DEBUG: Best view : MiRNA__ +2016-08-19 10:57:44,362 DEBUG: Start: Iteration 423 +2016-08-19 10:57:44,655 DEBUG: View 0 : 0.546892980437 +2016-08-19 10:57:44,667 DEBUG: View 1 : 0.539524599226 +2016-08-19 10:57:44,929 DEBUG: View 3 : 0.509210661727 +2016-08-19 10:57:45,030 DEBUG: View 2 : 0.550746569814 +2016-08-19 10:57:45,313 DEBUG: View 4 : 0.600371057514 +2016-08-19 10:57:46,947 DEBUG: Best view : MRNASeq +2016-08-19 10:57:47,064 DEBUG: Start: Iteration 424 +2016-08-19 10:57:47,288 DEBUG: View 0 : 0.609111181905 +2016-08-19 10:57:47,299 DEBUG: View 1 : 0.475711892797 +2016-08-19 10:57:47,559 DEBUG: View 3 : 0.544598562316 +2016-08-19 10:57:47,663 DEBUG: View 2 : 0.545328992799 +2016-08-19 10:57:47,940 DEBUG: View 4 : 0.580564120132 +2016-08-19 10:57:49,655 DEBUG: Best view : Methyl_ +2016-08-19 10:57:49,775 DEBUG: Start: Iteration 425 +2016-08-19 10:57:50,015 DEBUG: View 0 : 0.594611528822 +2016-08-19 10:57:50,026 DEBUG: View 1 : 0.701967452028 +2016-08-19 10:57:50,294 DEBUG: View 3 : 0.581920269512 +2016-08-19 10:57:50,394 DEBUG: View 2 : 0.499828708462 +2016-08-19 10:57:50,733 DEBUG: View 4 : 0.532190592797 +2016-08-19 10:57:52,447 DEBUG: Best view : MiRNA__ +2016-08-19 10:57:52,565 DEBUG: Start: Iteration 426 +2016-08-19 10:57:52,814 DEBUG: View 0 : 0.420180722892 +2016-08-19 10:57:52,824 DEBUG: View 1 : 0.431862745098 +2016-08-19 10:57:53,083 DEBUG: View 3 : 0.562894248609 +2016-08-19 10:57:53,189 DEBUG: View 2 : 0.584722676256 +2016-08-19 10:57:53,463 DEBUG: View 4 : 0.562442396313 +2016-08-19 10:57:55,157 DEBUG: Best view : RNASeq_ +2016-08-19 10:57:55,275 DEBUG: Start: Iteration 427 +2016-08-19 10:57:55,492 DEBUG: View 0 : 0.608215962441 +2016-08-19 10:57:55,502 DEBUG: View 1 : 0.401119402985 +2016-08-19 10:57:55,758 DEBUG: View 3 : 0.535685805423 +2016-08-19 10:57:55,860 DEBUG: View 2 : 0.60500575374 +2016-08-19 10:57:56,141 DEBUG: View 4 : 0.558235294118 +2016-08-19 10:57:57,891 DEBUG: Best view : RNASeq_ +2016-08-19 10:57:58,014 DEBUG: Start: Iteration 428 +2016-08-19 10:57:58,238 DEBUG: View 0 : 0.451005291005 +2016-08-19 10:57:58,249 DEBUG: View 1 : 0.450790513834 +2016-08-19 10:57:58,508 DEBUG: View 3 : 0.558235294118 +2016-08-19 10:57:58,611 DEBUG: View 2 : 0.56057312253 +2016-08-19 10:57:58,896 DEBUG: View 4 : 0.516287284144 +2016-08-19 10:58:00,676 DEBUG: Best view : Clinic_ +2016-08-19 10:58:00,797 DEBUG: Start: Iteration 429 +2016-08-19 10:58:01,096 DEBUG: View 0 : 0.524038461538 +2016-08-19 10:58:01,106 DEBUG: View 1 : 0.671493345034 +2016-08-19 10:58:01,368 DEBUG: View 3 : 0.582191780822 +2016-08-19 10:58:01,479 DEBUG: View 2 : 0.56271112564 +2016-08-19 10:58:01,762 DEBUG: View 4 : 0.567018602313 +2016-08-19 10:58:03,480 DEBUG: Best view : MiRNA__ +2016-08-19 10:58:03,599 DEBUG: Start: Iteration 430 +2016-08-19 10:58:03,824 DEBUG: View 0 : 0.626698641087 +2016-08-19 10:58:03,834 DEBUG: View 1 : 0.649395509499 +2016-08-19 10:58:04,095 DEBUG: View 3 : 0.490863011871 +2016-08-19 10:58:04,203 DEBUG: View 2 : 0.592307692308 +2016-08-19 10:58:04,506 DEBUG: View 4 : 0.571695344805 +2016-08-19 10:58:06,307 DEBUG: Best view : Methyl_ +2016-08-19 10:58:06,433 DEBUG: Start: Iteration 431 +2016-08-19 10:58:06,741 DEBUG: View 0 : 0.408808933002 +2016-08-19 10:58:06,754 DEBUG: View 1 : 0.441981875493 +2016-08-19 10:58:07,020 DEBUG: View 3 : 0.51323407775 +2016-08-19 10:58:07,185 DEBUG: View 2 : 0.525746855346 +2016-08-19 10:58:07,456 DEBUG: View 4 : 0.550959530675 +2016-08-19 10:58:09,336 DEBUG: Best view : MRNASeq +2016-08-19 10:58:09,456 DEBUG: Start: Iteration 432 +2016-08-19 10:58:09,766 DEBUG: View 0 : 0.568137254902 +2016-08-19 10:58:09,780 DEBUG: View 1 : 0.564085144928 +2016-08-19 10:58:10,043 DEBUG: View 3 : 0.750131233596 +2016-08-19 10:58:10,182 DEBUG: View 2 : 0.528635682159 +2016-08-19 10:58:10,488 DEBUG: View 4 : 0.5277676951 +2016-08-19 10:58:12,280 DEBUG: Best view : Clinic_ +2016-08-19 10:58:12,400 DEBUG: Start: Iteration 433 +2016-08-19 10:58:12,758 DEBUG: View 0 : 0.408529741863 +2016-08-19 10:58:12,760 DEBUG: View 1 : 0.72043978011 +2016-08-19 10:58:13,041 DEBUG: View 3 : 0.56271112564 +2016-08-19 10:58:13,179 DEBUG: View 2 : 0.554478609626 +2016-08-19 10:58:13,490 DEBUG: View 4 : 0.533115533116 +2016-08-19 10:58:15,315 DEBUG: Best view : MiRNA__ +2016-08-19 10:58:15,441 DEBUG: Start: Iteration 434 +2016-08-19 10:58:15,747 DEBUG: View 0 : 0.647108843537 +2016-08-19 10:58:15,761 DEBUG: View 1 : 0.473731884058 +2016-08-19 10:58:16,049 DEBUG: View 3 : 0.559510788506 +2016-08-19 10:58:16,160 DEBUG: View 2 : 0.532263690269 +2016-08-19 10:58:16,439 DEBUG: View 4 : 0.547346627438 +2016-08-19 10:58:18,341 DEBUG: Best view : Methyl_ +2016-08-19 10:58:18,460 DEBUG: Start: Iteration 435 +2016-08-19 10:58:18,693 DEBUG: View 0 : 0.598258196721 +2016-08-19 10:58:18,705 DEBUG: View 1 : 0.69216954023 +2016-08-19 10:58:18,969 DEBUG: View 3 : 0.605526315789 +2016-08-19 10:58:19,078 DEBUG: View 2 : 0.541875522139 +2016-08-19 10:58:19,391 DEBUG: View 4 : 0.575373427673 +2016-08-19 10:58:21,189 DEBUG: Best view : MiRNA__ +2016-08-19 10:58:21,313 DEBUG: Start: Iteration 436 +2016-08-19 10:58:21,562 DEBUG: View 0 : 0.513921231143 +2016-08-19 10:58:21,575 DEBUG: View 1 : 0.666894781865 +2016-08-19 10:58:21,870 DEBUG: View 3 : 0.578039215686 +2016-08-19 10:58:22,024 DEBUG: View 2 : 0.51323407775 +2016-08-19 10:58:22,315 DEBUG: View 4 : 0.612079615649 +2016-08-19 10:58:24,092 DEBUG: Best view : MiRNA__ +2016-08-19 10:58:24,217 DEBUG: Start: Iteration 437 +2016-08-19 10:58:24,508 DEBUG: View 0 : 0.591585497835 +2016-08-19 10:58:24,519 DEBUG: View 1 : 0.484578696343 +2016-08-19 10:58:24,784 DEBUG: View 3 : 0.515573770492 +2016-08-19 10:58:24,887 DEBUG: View 2 : 0.554455445545 +2016-08-19 10:58:25,215 DEBUG: View 4 : 0.536168032787 +2016-08-19 10:58:26,964 DEBUG: Best view : Methyl_ +2016-08-19 10:58:27,086 DEBUG: Start: Iteration 438 +2016-08-19 10:58:27,328 DEBUG: View 0 : 0.392549818841 +2016-08-19 10:58:27,339 DEBUG: View 1 : 0.820512820513 +2016-08-19 10:58:27,596 DEBUG: View 3 : 0.5113623387 +2016-08-19 10:58:27,700 DEBUG: View 2 : 0.553596387485 +2016-08-19 10:58:27,974 DEBUG: View 4 : 0.567437284801 +2016-08-19 10:58:29,730 DEBUG: Best view : MiRNA__ +2016-08-19 10:58:29,850 DEBUG: Start: Iteration 439 +2016-08-19 10:58:30,095 DEBUG: View 0 : 0.429971988796 +2016-08-19 10:58:30,104 DEBUG: View 1 : 0.431862745098 +2016-08-19 10:58:30,361 DEBUG: View 3 : 0.591742669413 +2016-08-19 10:58:30,461 DEBUG: View 2 : 0.558018124507 +2016-08-19 10:58:30,744 DEBUG: View 4 : 0.529998970876 +2016-08-19 10:58:32,479 DEBUG: Best view : Clinic_ +2016-08-19 10:58:32,600 DEBUG: Start: Iteration 440 +2016-08-19 10:58:32,854 DEBUG: View 0 : 0.376867138365 +2016-08-19 10:58:32,864 DEBUG: View 1 : 0.638193845269 +2016-08-19 10:58:33,123 DEBUG: View 3 : 0.586931746233 +2016-08-19 10:58:33,222 DEBUG: View 2 : 0.530882352941 +2016-08-19 10:58:33,506 DEBUG: View 4 : 0.535685805423 +2016-08-19 10:58:35,557 DEBUG: Best view : Clinic_ +2016-08-19 10:58:35,677 DEBUG: Start: Iteration 441 +2016-08-19 10:58:35,964 DEBUG: View 0 : 0.563157894737 +2016-08-19 10:58:35,976 DEBUG: View 1 : 0.663419117647 +2016-08-19 10:58:36,231 DEBUG: View 3 : 0.513921231143 +2016-08-19 10:58:36,333 DEBUG: View 2 : 0.612863327149 +2016-08-19 10:58:36,615 DEBUG: View 4 : 0.554478609626 +2016-08-19 10:58:38,364 DEBUG: Best view : RNASeq_ +2016-08-19 10:58:38,507 DEBUG: Start: Iteration 442 +2016-08-19 10:58:38,798 DEBUG: View 0 : 0.428067078553 +2016-08-19 10:58:38,809 DEBUG: View 1 : 0.544695827049 +2016-08-19 10:58:39,070 DEBUG: View 3 : 0.544561621175 +2016-08-19 10:58:39,186 DEBUG: View 2 : 0.525922131148 +2016-08-19 10:58:39,507 DEBUG: View 4 : 0.557485322896 +2016-08-19 10:58:41,359 DEBUG: Best view : MRNASeq +2016-08-19 10:58:41,481 DEBUG: Start: Iteration 443 +2016-08-19 10:58:41,724 DEBUG: View 0 : 0.406184210526 +2016-08-19 10:58:41,736 DEBUG: View 1 : 0.820512820513 +2016-08-19 10:58:41,994 DEBUG: View 3 : 0.573410876441 +2016-08-19 10:58:42,099 DEBUG: View 2 : 0.536167979003 +2016-08-19 10:58:42,377 DEBUG: View 4 : 0.497782939189 +2016-08-19 10:58:44,262 DEBUG: Best view : MiRNA__ +2016-08-19 10:58:44,389 DEBUG: Start: Iteration 444 +2016-08-19 10:58:44,725 DEBUG: View 0 : 0.521586345382 +2016-08-19 10:58:44,737 DEBUG: View 1 : 0.434164050235 +2016-08-19 10:58:45,010 DEBUG: View 3 : 0.499210526316 +2016-08-19 10:58:45,112 DEBUG: View 2 : 0.567236842105 +2016-08-19 10:58:45,395 DEBUG: View 4 : 0.602629513344 +2016-08-19 10:58:47,281 DEBUG: Best view : MRNASeq +2016-08-19 10:58:47,427 DEBUG: Start: Iteration 445 +2016-08-19 10:58:47,749 DEBUG: View 0 : 0.773879716981 +2016-08-19 10:58:47,759 DEBUG: View 1 : 0.581081081081 +2016-08-19 10:58:48,025 DEBUG: View 3 : 0.59097779328 +2016-08-19 10:58:48,165 DEBUG: View 2 : 0.576923076923 +2016-08-19 10:58:48,438 DEBUG: View 4 : 0.554478609626 +2016-08-19 10:58:50,461 DEBUG: Best view : Methyl_ +2016-08-19 10:58:50,587 DEBUG: Start: Iteration 446 +2016-08-19 10:58:50,876 DEBUG: View 0 : 0.587636363636 +2016-08-19 10:58:50,887 DEBUG: View 1 : 0.631008668243 +2016-08-19 10:58:51,159 DEBUG: View 3 : 0.559935897436 +2016-08-19 10:58:51,264 DEBUG: View 2 : 0.551097972973 +2016-08-19 10:58:51,555 DEBUG: View 4 : 0.5341191067 +2016-08-19 10:58:53,426 DEBUG: Best view : MiRNA__ +2016-08-19 10:58:53,548 DEBUG: Start: Iteration 447 +2016-08-19 10:58:53,831 DEBUG: View 0 : 0.367736077482 +2016-08-19 10:58:53,842 DEBUG: View 1 : 0.401545698925 +2016-08-19 10:58:54,095 DEBUG: View 3 : 0.582184517497 +2016-08-19 10:58:54,194 DEBUG: View 2 : 0.507820954255 +2016-08-19 10:58:54,474 DEBUG: View 4 : 0.50512295082 +2016-08-19 10:58:56,295 DEBUG: Best view : Clinic_ +2016-08-19 10:58:56,419 DEBUG: Start: Iteration 448 +2016-08-19 10:58:56,656 DEBUG: View 0 : 0.534130816506 +2016-08-19 10:58:56,667 DEBUG: View 1 : 0.496778350515 +2016-08-19 10:58:56,922 DEBUG: View 3 : 0.540693559802 +2016-08-19 10:58:57,022 DEBUG: View 2 : 0.534130816506 +2016-08-19 10:58:57,303 DEBUG: View 4 : 0.525564304462 +2016-08-19 10:58:59,098 DEBUG: Best view : Clinic_ +2016-08-19 10:58:59,225 DEBUG: Start: Iteration 449 +2016-08-19 10:58:59,457 DEBUG: View 0 : 0.525324675325 +2016-08-19 10:58:59,469 DEBUG: View 1 : 0.659300184162 +2016-08-19 10:58:59,737 DEBUG: View 3 : 0.587660613784 +2016-08-19 10:58:59,845 DEBUG: View 2 : 0.565853134072 +2016-08-19 10:59:00,197 DEBUG: View 4 : 0.525324675325 +2016-08-19 10:59:02,079 DEBUG: Best view : Clinic_ +2016-08-19 10:59:02,205 DEBUG: Start: Iteration 450 +2016-08-19 10:59:02,513 DEBUG: View 0 : 0.527115818378 +2016-08-19 10:59:02,525 DEBUG: View 1 : 0.723290986086 +2016-08-19 10:59:02,792 DEBUG: View 3 : 0.497884899164 +2016-08-19 10:59:02,940 DEBUG: View 2 : 0.519604816301 +2016-08-19 10:59:03,232 DEBUG: View 4 : 0.532778864971 +2016-08-19 10:59:05,088 DEBUG: Best view : MiRNA__ +2016-08-19 10:59:05,210 DEBUG: Start: Iteration 451 +2016-08-19 10:59:05,444 DEBUG: View 0 : 0.508072407045 +2016-08-19 10:59:05,455 DEBUG: View 1 : 0.667708333333 +2016-08-19 10:59:05,712 DEBUG: View 3 : 0.613152207471 +2016-08-19 10:59:05,815 DEBUG: View 2 : 0.567063492063 +2016-08-19 10:59:06,090 DEBUG: View 4 : 0.520078546883 +2016-08-19 10:59:07,912 DEBUG: Best view : Clinic_ +2016-08-19 10:59:08,047 DEBUG: Start: Iteration 452 +2016-08-19 10:59:08,360 DEBUG: View 0 : 0.528635682159 +2016-08-19 10:59:08,370 DEBUG: View 1 : 0.486042692939 +2016-08-19 10:59:08,641 DEBUG: View 3 : 0.666566985646 +2016-08-19 10:59:08,743 DEBUG: View 2 : 0.622233766234 +2016-08-19 10:59:09,025 DEBUG: View 4 : 0.600196078431 +2016-08-19 10:59:10,888 DEBUG: Best view : Clinic_ +2016-08-19 10:59:11,014 DEBUG: Start: Iteration 453 +2016-08-19 10:59:11,288 DEBUG: View 0 : 0.569285208776 +2016-08-19 10:59:11,304 DEBUG: View 1 : 0.526440410418 +2016-08-19 10:59:11,593 DEBUG: View 3 : 0.493055555556 +2016-08-19 10:59:11,719 DEBUG: View 2 : 0.532365956571 +2016-08-19 10:59:11,993 DEBUG: View 4 : 0.557659208262 +2016-08-19 10:59:13,790 DEBUG: Best view : Methyl_ +2016-08-19 10:59:13,916 DEBUG: Start: Iteration 454 +2016-08-19 10:59:14,250 DEBUG: View 0 : 0.605638474295 +2016-08-19 10:59:14,262 DEBUG: View 1 : 0.645115620576 +2016-08-19 10:59:14,529 DEBUG: View 3 : 0.605158730159 +2016-08-19 10:59:14,631 DEBUG: View 2 : 0.558223289316 +2016-08-19 10:59:14,918 DEBUG: View 4 : 0.617797888386 +2016-08-19 10:59:16,879 DEBUG: Best view : MRNASeq +2016-08-19 10:59:17,002 DEBUG: Start: Iteration 455 +2016-08-19 10:59:17,335 DEBUG: View 0 : 0.442259887006 +2016-08-19 10:59:17,345 DEBUG: View 1 : 0.700710108605 +2016-08-19 10:59:17,607 DEBUG: View 3 : 0.632258064516 +2016-08-19 10:59:17,715 DEBUG: View 2 : 0.486965240642 +2016-08-19 10:59:17,996 DEBUG: View 4 : 0.489671361502 +2016-08-19 10:59:19,912 DEBUG: Best view : MiRNA__ +2016-08-19 10:59:20,044 DEBUG: Start: Iteration 456 +2016-08-19 10:59:20,369 DEBUG: View 0 : 0.534429599178 +2016-08-19 10:59:20,374 DEBUG: View 1 : 0.642156862745 +2016-08-19 10:59:20,660 DEBUG: View 3 : 0.465793918919 +2016-08-19 10:59:20,770 DEBUG: View 2 : 0.490328915071 +2016-08-19 10:59:21,057 DEBUG: View 4 : 0.495471014493 +2016-08-19 10:59:22,918 DEBUG: Best view : MiRNA__ +2016-08-19 10:59:23,083 DEBUG: Start: Iteration 457 +2016-08-19 10:59:23,393 DEBUG: View 0 : 0.530874018097 +2016-08-19 10:59:23,404 DEBUG: View 1 : 0.728448275862 +2016-08-19 10:59:23,678 DEBUG: View 3 : 0.580748552523 +2016-08-19 10:59:23,812 DEBUG: View 2 : 0.523116523117 +2016-08-19 10:59:24,091 DEBUG: View 4 : 0.55892053973 +2016-08-19 10:59:25,892 DEBUG: Best view : MiRNA__ +2016-08-19 10:59:26,018 DEBUG: Start: Iteration 458 +2016-08-19 10:59:26,258 DEBUG: View 0 : 0.500313283208 +2016-08-19 10:59:26,270 DEBUG: View 1 : 0.643387365551 +2016-08-19 10:59:26,526 DEBUG: View 3 : 0.539911634757 +2016-08-19 10:59:26,627 DEBUG: View 2 : 0.508445777111 +2016-08-19 10:59:26,901 DEBUG: View 4 : 0.575889164599 +2016-08-19 10:59:28,751 DEBUG: Best view : MiRNA__ +2016-08-19 10:59:28,877 DEBUG: Start: Iteration 459 +2016-08-19 10:59:29,116 DEBUG: View 0 : 0.602203647416 +2016-08-19 10:59:29,127 DEBUG: View 1 : 0.443844155844 +2016-08-19 10:59:29,383 DEBUG: View 3 : 0.49828009828 +2016-08-19 10:59:29,485 DEBUG: View 2 : 0.536551030669 +2016-08-19 10:59:29,761 DEBUG: View 4 : 0.60609103079 +2016-08-19 10:59:31,585 DEBUG: Best view : MRNASeq +2016-08-19 10:59:31,711 DEBUG: Start: Iteration 460 +2016-08-19 10:59:32,012 DEBUG: View 0 : 0.46656504065 +2016-08-19 10:59:32,023 DEBUG: View 1 : 0.656057945566 +2016-08-19 10:59:32,285 DEBUG: View 3 : 0.468614718615 +2016-08-19 10:59:32,408 DEBUG: View 2 : 0.614631160086 +2016-08-19 10:59:32,690 DEBUG: View 4 : 0.592948717949 +2016-08-19 10:59:34,516 DEBUG: Best view : MiRNA__ +2016-08-19 10:59:34,640 DEBUG: Start: Iteration 461 +2016-08-19 10:59:34,942 DEBUG: View 0 : 0.501831501832 +2016-08-19 10:59:34,953 DEBUG: View 1 : 0.618181818182 +2016-08-19 10:59:35,209 DEBUG: View 3 : 0.713097713098 +2016-08-19 10:59:35,313 DEBUG: View 2 : 0.544598562316 +2016-08-19 10:59:35,586 DEBUG: View 4 : 0.540434966216 +2016-08-19 10:59:37,339 DEBUG: Best view : Clinic_ +2016-08-19 10:59:37,470 DEBUG: Start: Iteration 462 +2016-08-19 10:59:37,718 DEBUG: View 0 : 0.491725768322 +2016-08-19 10:59:37,730 DEBUG: View 1 : 0.51338028169 +2016-08-19 10:59:37,991 DEBUG: View 3 : 0.55068627451 +2016-08-19 10:59:38,096 DEBUG: View 2 : 0.560936238902 +2016-08-19 10:59:38,373 DEBUG: View 4 : 0.627971254837 +2016-08-19 10:59:40,225 DEBUG: Best view : MRNASeq +2016-08-19 10:59:40,352 DEBUG: Start: Iteration 463 +2016-08-19 10:59:40,588 DEBUG: View 0 : 0.531934032984 +2016-08-19 10:59:40,599 DEBUG: View 1 : 0.682710727969 +2016-08-19 10:59:40,870 DEBUG: View 3 : 0.486558084772 +2016-08-19 10:59:40,972 DEBUG: View 2 : 0.552368421053 +2016-08-19 10:59:41,250 DEBUG: View 4 : 0.487119932432 +2016-08-19 10:59:43,093 DEBUG: Best view : MiRNA__ +2016-08-19 10:59:43,218 DEBUG: Start: Iteration 464 +2016-08-19 10:59:43,527 DEBUG: View 0 : 0.617117560256 +2016-08-19 10:59:43,538 DEBUG: View 1 : 0.580097785447 +2016-08-19 10:59:43,800 DEBUG: View 3 : 0.544598562316 +2016-08-19 10:59:43,909 DEBUG: View 2 : 0.488295078223 +2016-08-19 10:59:44,189 DEBUG: View 4 : 0.5113623387 +2016-08-19 10:59:45,991 DEBUG: Best view : Methyl_ +2016-08-19 10:59:46,120 DEBUG: Start: Iteration 465 +2016-08-19 10:59:46,434 DEBUG: View 0 : 0.510160427807 +2016-08-19 10:59:46,445 DEBUG: View 1 : 0.626286764706 +2016-08-19 10:59:46,720 DEBUG: View 3 : 0.615548780488 +2016-08-19 10:59:46,854 DEBUG: View 2 : 0.549145299145 +2016-08-19 10:59:47,152 DEBUG: View 4 : 0.517298701299 +2016-08-19 10:59:49,030 DEBUG: Best view : MiRNA__ +2016-08-19 10:59:49,155 DEBUG: Start: Iteration 466 +2016-08-19 10:59:49,453 DEBUG: View 0 : 0.599487522282 +2016-08-19 10:59:49,464 DEBUG: View 1 : 0.598534798535 +2016-08-19 10:59:49,720 DEBUG: View 3 : 0.522868773946 +2016-08-19 10:59:49,822 DEBUG: View 2 : 0.563580974843 +2016-08-19 10:59:50,098 DEBUG: View 4 : 0.533115533116 +2016-08-19 10:59:51,936 DEBUG: Best view : Methyl_ +2016-08-19 10:59:52,071 DEBUG: Start: Iteration 467 +2016-08-19 10:59:52,377 DEBUG: View 0 : 0.379545454545 +2016-08-19 10:59:52,390 DEBUG: View 1 : 0.465311986864 +2016-08-19 10:59:52,650 DEBUG: View 3 : 0.509288537549 +2016-08-19 10:59:52,752 DEBUG: View 2 : 0.518075145194 +2016-08-19 10:59:53,031 DEBUG: View 4 : 0.514228255405 +2016-08-19 10:59:54,835 DEBUG: Best view : RNASeq_ +2016-08-19 10:59:54,971 DEBUG: Start: Iteration 468 +2016-08-19 10:59:55,220 DEBUG: View 0 : 0.499210526316 +2016-08-19 10:59:55,231 DEBUG: View 1 : 0.740350877193 +2016-08-19 10:59:55,492 DEBUG: View 3 : 0.558116883117 +2016-08-19 10:59:55,599 DEBUG: View 2 : 0.583305693753 +2016-08-19 10:59:55,894 DEBUG: View 4 : 0.553988384497 +2016-08-19 10:59:57,785 DEBUG: Best view : MiRNA__ +2016-08-19 10:59:57,912 DEBUG: Start: Iteration 469 +2016-08-19 10:59:58,227 DEBUG: View 0 : 0.553012365167 +2016-08-19 10:59:58,239 DEBUG: View 1 : 0.618181818182 +2016-08-19 10:59:58,498 DEBUG: View 3 : 0.556862745098 +2016-08-19 10:59:58,602 DEBUG: View 2 : 0.569661266568 +2016-08-19 10:59:58,881 DEBUG: View 4 : 0.517836593786 +2016-08-19 11:00:00,719 DEBUG: Best view : MiRNA__ +2016-08-19 11:00:00,851 DEBUG: Start: Iteration 470 +2016-08-19 11:00:01,096 DEBUG: View 0 : 0.442258340462 +2016-08-19 11:00:01,107 DEBUG: View 1 : 0.740350877193 +2016-08-19 11:00:01,378 DEBUG: View 3 : 0.524147008201 +2016-08-19 11:00:01,497 DEBUG: View 2 : 0.513441915228 +2016-08-19 11:00:01,805 DEBUG: View 4 : 0.508072407045 +2016-08-19 11:00:03,685 DEBUG: Best view : MiRNA__ +2016-08-19 11:00:03,813 DEBUG: Start: Iteration 471 +2016-08-19 11:00:04,169 DEBUG: View 0 : 0.514393939394 +2016-08-19 11:00:04,179 DEBUG: View 1 : 0.687198067633 +2016-08-19 11:00:04,445 DEBUG: View 3 : 0.603098290598 +2016-08-19 11:00:04,547 DEBUG: View 2 : 0.565448113208 +2016-08-19 11:00:04,838 DEBUG: View 4 : 0.552368421053 +2016-08-19 11:00:06,820 DEBUG: Best view : Clinic_ +2016-08-19 11:00:07,004 DEBUG: Start: Iteration 472 +2016-08-19 11:00:07,254 DEBUG: View 0 : 0.550617283951 +2016-08-19 11:00:07,265 DEBUG: View 1 : 0.592948717949 +2016-08-19 11:00:07,523 DEBUG: View 3 : 0.694520967248 +2016-08-19 11:00:07,626 DEBUG: View 2 : 0.538730634683 +2016-08-19 11:00:07,908 DEBUG: View 4 : 0.579234972678 +2016-08-19 11:00:09,849 DEBUG: Best view : Clinic_ +2016-08-19 11:00:09,976 DEBUG: Start: Iteration 473 +2016-08-19 11:00:10,223 DEBUG: View 0 : 0.60108892922 +2016-08-19 11:00:10,233 DEBUG: View 1 : 0.820512820513 +2016-08-19 11:00:10,490 DEBUG: View 3 : 0.619057377049 +2016-08-19 11:00:10,590 DEBUG: View 2 : 0.548678861789 +2016-08-19 11:00:10,869 DEBUG: View 4 : 0.534372785259 +2016-08-19 11:00:12,729 DEBUG: Best view : Clinic_ +2016-08-19 11:00:12,857 DEBUG: Start: Iteration 474 +2016-08-19 11:00:13,159 DEBUG: View 0 : 0.505982905983 +2016-08-19 11:00:13,171 DEBUG: View 1 : 0.591130555832 +2016-08-19 11:00:13,428 DEBUG: View 3 : 0.540612648221 +2016-08-19 11:00:13,532 DEBUG: View 2 : 0.519108952703 +2016-08-19 11:00:13,806 DEBUG: View 4 : 0.484401709402 +2016-08-19 11:00:15,647 DEBUG: Best view : MiRNA__ +2016-08-19 11:00:15,781 DEBUG: Start: Iteration 475 +2016-08-19 11:00:16,093 DEBUG: View 0 : 0.599790026247 +2016-08-19 11:00:16,104 DEBUG: View 1 : 0.61686961687 +2016-08-19 11:00:16,389 DEBUG: View 3 : 0.503327283727 +2016-08-19 11:00:16,506 DEBUG: View 2 : 0.569047619048 +2016-08-19 11:00:16,841 DEBUG: View 4 : 0.583086993243 +2016-08-19 11:00:18,816 DEBUG: Best view : MiRNA__ +2016-08-19 11:00:18,947 DEBUG: Start: Iteration 476 +2016-08-19 11:00:19,193 DEBUG: View 0 : 0.614087007991 +2016-08-19 11:00:19,207 DEBUG: View 1 : 0.757087628866 +2016-08-19 11:00:19,473 DEBUG: View 3 : 0.599721413195 +2016-08-19 11:00:19,582 DEBUG: View 2 : 0.530874018097 +2016-08-19 11:00:19,871 DEBUG: View 4 : 0.499308300395 +2016-08-19 11:00:21,835 DEBUG: Best view : Clinic_ +2016-08-19 11:00:21,964 DEBUG: Start: Iteration 477 +2016-08-19 11:00:22,270 DEBUG: View 0 : 0.595728451564 +2016-08-19 11:00:22,280 DEBUG: View 1 : 0.820512820513 +2016-08-19 11:00:22,543 DEBUG: View 3 : 0.559236384054 +2016-08-19 11:00:22,654 DEBUG: View 2 : 0.604604154969 +2016-08-19 11:00:22,933 DEBUG: View 4 : 0.552800734619 +2016-08-19 11:00:24,742 DEBUG: Best view : RNASeq_ +2016-08-19 11:00:24,873 DEBUG: Start: Iteration 478 +2016-08-19 11:00:25,128 DEBUG: View 0 : 0.530046224961 +2016-08-19 11:00:25,140 DEBUG: View 1 : 0.722563652327 +2016-08-19 11:00:25,398 DEBUG: View 3 : 0.631283817019 +2016-08-19 11:00:25,500 DEBUG: View 2 : 0.541469661151 +2016-08-19 11:00:25,779 DEBUG: View 4 : 0.577930544032 +2016-08-19 11:00:27,672 DEBUG: Best view : MiRNA__ +2016-08-19 11:00:27,801 DEBUG: Start: Iteration 479 +2016-08-19 11:00:28,041 DEBUG: View 0 : 0.490711462451 +2016-08-19 11:00:28,052 DEBUG: View 1 : 0.712460691824 +2016-08-19 11:00:28,310 DEBUG: View 3 : 0.484528688525 +2016-08-19 11:00:28,417 DEBUG: View 2 : 0.530367231638 +2016-08-19 11:00:28,690 DEBUG: View 4 : 0.526878526879 +2016-08-19 11:00:30,579 DEBUG: Best view : MiRNA__ +2016-08-19 11:00:30,709 DEBUG: Start: Iteration 480 +2016-08-19 11:00:31,018 DEBUG: View 0 : 0.497357723577 +2016-08-19 11:00:31,031 DEBUG: View 1 : 0.658684210526 +2016-08-19 11:00:31,294 DEBUG: View 3 : 0.508778049064 +2016-08-19 11:00:31,398 DEBUG: View 2 : 0.584351407001 +2016-08-19 11:00:31,676 DEBUG: View 4 : 0.59326221224 +2016-08-19 11:00:33,602 DEBUG: Best view : MiRNA__ +2016-08-19 11:00:33,731 DEBUG: Start: Iteration 481 +2016-08-19 11:00:34,035 DEBUG: View 0 : 0.508778049064 +2016-08-19 11:00:34,046 DEBUG: View 1 : 0.589205397301 +2016-08-19 11:00:34,304 DEBUG: View 3 : 0.624474789916 +2016-08-19 11:00:34,407 DEBUG: View 2 : 0.542737340071 +2016-08-19 11:00:34,683 DEBUG: View 4 : 0.5341191067 +2016-08-19 11:00:36,518 DEBUG: Best view : Clinic_ +2016-08-19 11:00:36,649 DEBUG: Start: Iteration 482 +2016-08-19 11:00:36,898 DEBUG: View 0 : 0.514393939394 +2016-08-19 11:00:36,909 DEBUG: View 1 : 0.659429280397 +2016-08-19 11:00:37,166 DEBUG: View 3 : 0.489211494481 +2016-08-19 11:00:37,268 DEBUG: View 2 : 0.546682249059 +2016-08-19 11:00:37,545 DEBUG: View 4 : 0.539911634757 +2016-08-19 11:00:39,512 DEBUG: Best view : MiRNA__ +2016-08-19 11:00:39,642 DEBUG: Start: Iteration 483 +2016-08-19 11:00:39,897 DEBUG: View 0 : 0.609724569951 +2016-08-19 11:00:39,910 DEBUG: View 1 : 0.553012365167 +2016-08-19 11:00:40,169 DEBUG: View 3 : 0.520425636008 +2016-08-19 11:00:40,267 DEBUG: View 2 : 0.561731431382 +2016-08-19 11:00:40,546 DEBUG: View 4 : 0.547186147186 +2016-08-19 11:00:42,464 DEBUG: Best view : Methyl_ +2016-08-19 11:00:42,597 DEBUG: Start: Iteration 484 +2016-08-19 11:00:42,916 DEBUG: View 0 : 0.628745777487 +2016-08-19 11:00:42,926 DEBUG: View 1 : 0.683008091385 +2016-08-19 11:00:43,189 DEBUG: View 3 : 0.579110444778 +2016-08-19 11:00:43,328 DEBUG: View 2 : 0.500745749229 +2016-08-19 11:00:43,608 DEBUG: View 4 : 0.561367218282 +2016-08-19 11:00:45,510 DEBUG: Best view : Methyl_ +2016-08-19 11:00:45,646 DEBUG: Start: Iteration 485 +2016-08-19 11:00:45,964 DEBUG: View 0 : 0.8125 +2016-08-19 11:00:45,974 DEBUG: View 1 : 0.724941724942 +2016-08-19 11:00:46,234 DEBUG: View 3 : 0.612172682236 +2016-08-19 11:00:46,342 DEBUG: View 2 : 0.557043650794 +2016-08-19 11:00:46,666 DEBUG: View 4 : 0.547894441325 +2016-08-19 11:00:48,648 DEBUG: Best view : MiRNA__ +2016-08-19 11:00:48,782 DEBUG: Start: Iteration 486 +2016-08-19 11:00:49,031 DEBUG: View 0 : 0.432751937984 +2016-08-19 11:00:49,046 DEBUG: View 1 : 0.647108843537 +2016-08-19 11:00:49,302 DEBUG: View 3 : 0.503327283727 +2016-08-19 11:00:49,405 DEBUG: View 2 : 0.528529411765 +2016-08-19 11:00:49,688 DEBUG: View 4 : 0.569169960474 +2016-08-19 11:00:51,672 DEBUG: Best view : MRNASeq +2016-08-19 11:00:51,806 DEBUG: Start: Iteration 487 +2016-08-19 11:00:52,120 DEBUG: View 0 : 0.49451754386 +2016-08-19 11:00:52,132 DEBUG: View 1 : 0.478772174606 +2016-08-19 11:00:52,395 DEBUG: View 3 : 0.540693559802 +2016-08-19 11:00:52,499 DEBUG: View 2 : 0.486965240642 +2016-08-19 11:00:52,780 DEBUG: View 4 : 0.549806522941 +2016-08-19 11:00:54,889 DEBUG: Best view : Clinic_ +2016-08-19 11:00:55,026 DEBUG: Start: Iteration 488 +2016-08-19 11:00:55,283 DEBUG: View 0 : 0.762770562771 +2016-08-19 11:00:55,296 DEBUG: View 1 : 0.496639784946 +2016-08-19 11:00:55,556 DEBUG: View 3 : 0.509604978355 +2016-08-19 11:00:55,662 DEBUG: View 2 : 0.488422352578 +2016-08-19 11:00:55,944 DEBUG: View 4 : 0.522453889334 +2016-08-19 11:00:57,895 DEBUG: Best view : Methyl_ +2016-08-19 11:00:58,055 DEBUG: Start: Iteration 489 +2016-08-19 11:00:58,372 DEBUG: View 0 : 0.564516129032 +2016-08-19 11:00:58,384 DEBUG: View 1 : 0.669068504595 +2016-08-19 11:00:58,653 DEBUG: View 3 : 0.566195101351 +2016-08-19 11:00:58,764 DEBUG: View 2 : 0.50548245614 +2016-08-19 11:00:59,063 DEBUG: View 4 : 0.527693064437 +2016-08-19 11:01:01,068 DEBUG: Best view : MiRNA__ +2016-08-19 11:01:01,202 DEBUG: Start: Iteration 490 +2016-08-19 11:01:01,518 DEBUG: View 0 : 0.478400222965 +2016-08-19 11:01:01,529 DEBUG: View 1 : 0.663118527043 +2016-08-19 11:01:01,791 DEBUG: View 3 : 0.578582677165 +2016-08-19 11:01:01,896 DEBUG: View 2 : 0.564085144928 +2016-08-19 11:01:02,177 DEBUG: View 4 : 0.554824339374 +2016-08-19 11:01:04,125 DEBUG: Best view : MiRNA__ +2016-08-19 11:01:04,258 DEBUG: Start: Iteration 491 +2016-08-19 11:01:04,517 DEBUG: View 0 : 0.583110583111 +2016-08-19 11:01:04,529 DEBUG: View 1 : 0.618181818182 +2016-08-19 11:01:04,803 DEBUG: View 3 : 0.636363636364 +2016-08-19 11:01:04,921 DEBUG: View 2 : 0.562028047465 +2016-08-19 11:01:05,238 DEBUG: View 4 : 0.49375328084 +2016-08-19 11:01:07,245 DEBUG: Best view : Clinic_ +2016-08-19 11:01:07,385 DEBUG: Start: Iteration 492 +2016-08-19 11:01:07,697 DEBUG: View 0 : 0.649395509499 +2016-08-19 11:01:07,711 DEBUG: View 1 : 0.744755244755 +2016-08-19 11:01:08,011 DEBUG: View 3 : 0.620833333333 +2016-08-19 11:01:08,123 DEBUG: View 2 : 0.571695344805 +2016-08-19 11:01:08,407 DEBUG: View 4 : 0.521407685881 +2016-08-19 11:01:10,314 DEBUG: Best view : MiRNA__ +2016-08-19 11:01:10,445 DEBUG: Start: Iteration 493 +2016-08-19 11:01:10,697 DEBUG: View 0 : 0.5625 +2016-08-19 11:01:10,709 DEBUG: View 1 : 0.480407773176 +2016-08-19 11:01:10,967 DEBUG: View 3 : 0.548333333333 +2016-08-19 11:01:11,081 DEBUG: View 2 : 0.519587628866 +2016-08-19 11:01:11,361 DEBUG: View 4 : 0.531520882585 +2016-08-19 11:01:13,371 DEBUG: Best view : Methyl_ +2016-08-19 11:01:13,507 DEBUG: Start: Iteration 494 +2016-08-19 11:01:13,761 DEBUG: View 0 : 0.773879716981 +2016-08-19 11:01:13,771 DEBUG: View 1 : 0.580097785447 +2016-08-19 11:01:14,029 DEBUG: View 3 : 0.484528688525 +2016-08-19 11:01:14,130 DEBUG: View 2 : 0.590513833992 +2016-08-19 11:01:14,407 DEBUG: View 4 : 0.540434966216 +2016-08-19 11:01:16,384 DEBUG: Best view : Methyl_ +2016-08-19 11:01:16,522 DEBUG: Start: Iteration 495 +2016-08-19 11:01:16,784 DEBUG: View 0 : 0.515821540881 +2016-08-19 11:01:16,795 DEBUG: View 1 : 0.691196771796 +2016-08-19 11:01:17,061 DEBUG: View 3 : 0.595728451564 +2016-08-19 11:01:17,171 DEBUG: View 2 : 0.52750410509 +2016-08-19 11:01:17,452 DEBUG: View 4 : 0.539170506912 +2016-08-19 11:01:19,444 DEBUG: Best view : MiRNA__ +2016-08-19 11:01:19,580 DEBUG: Start: Iteration 496 +2016-08-19 11:01:19,902 DEBUG: View 0 : 0.63394051662 +2016-08-19 11:01:19,913 DEBUG: View 1 : 0.709487179487 +2016-08-19 11:01:20,175 DEBUG: View 3 : 0.584722676256 +2016-08-19 11:01:20,278 DEBUG: View 2 : 0.559744722631 +2016-08-19 11:01:20,632 DEBUG: View 4 : 0.549209486166 +2016-08-19 11:01:22,666 DEBUG: Best view : MiRNA__ +2016-08-19 11:01:22,801 DEBUG: Start: Iteration 497 +2016-08-19 11:01:23,096 DEBUG: View 0 : 0.465383889832 +2016-08-19 11:01:23,109 DEBUG: View 1 : 0.337403337403 +2016-08-19 11:01:23,376 DEBUG: View 3 : 0.589735772358 +2016-08-19 11:01:23,478 DEBUG: View 2 : 0.497782939189 +2016-08-19 11:01:23,762 DEBUG: View 4 : 0.585655416013 +2016-08-19 11:01:25,725 DEBUG: Best view : Clinic_ +2016-08-19 11:01:25,860 DEBUG: Start: Iteration 498 +2016-08-19 11:01:26,178 DEBUG: View 0 : 0.518859649123 +2016-08-19 11:01:26,191 DEBUG: View 1 : 0.51043956044 +2016-08-19 11:01:26,448 DEBUG: View 3 : 0.506906702899 +2016-08-19 11:01:26,553 DEBUG: View 2 : 0.6104743083 +2016-08-19 11:01:26,828 DEBUG: View 4 : 0.550595238095 +2016-08-19 11:01:28,696 DEBUG: Best view : RNASeq_ +2016-08-19 11:01:28,831 DEBUG: Start: Iteration 499 +2016-08-19 11:01:29,149 DEBUG: View 0 : 0.501831501832 +2016-08-19 11:01:29,159 DEBUG: View 1 : 0.694969596462 +2016-08-19 11:01:29,416 DEBUG: View 3 : 0.525618022329 +2016-08-19 11:01:29,517 DEBUG: View 2 : 0.57527589349 +2016-08-19 11:01:29,795 DEBUG: View 4 : 0.493974571587 +2016-08-19 11:01:31,703 DEBUG: Best view : MiRNA__ +2016-08-19 11:01:31,879 DEBUG: Start: Iteration 500 +2016-08-19 11:01:32,217 DEBUG: View 0 : 0.630792682927 +2016-08-19 11:01:32,227 DEBUG: View 1 : 0.732993197279 +2016-08-19 11:01:32,485 DEBUG: View 3 : 0.721177944862 +2016-08-19 11:01:32,588 DEBUG: View 2 : 0.517210944395 +2016-08-19 11:01:32,867 DEBUG: View 4 : 0.504488507448 +2016-08-19 11:01:34,780 DEBUG: Best view : Clinic_ +2016-08-19 11:01:34,935 DEBUG: Start: Iteration 501 +2016-08-19 11:01:35,189 DEBUG: View 0 : 0.499299719888 +2016-08-19 11:01:35,202 DEBUG: View 1 : 0.386847792529 +2016-08-19 11:01:35,461 DEBUG: View 3 : 0.575314482314 +2016-08-19 11:01:35,572 DEBUG: View 2 : 0.471832397755 +2016-08-19 11:01:35,845 DEBUG: View 4 : 0.528635682159 +2016-08-19 11:01:37,909 DEBUG: Best view : Clinic_ +2016-08-19 11:01:38,045 DEBUG: Start: Iteration 502 +2016-08-19 11:01:38,294 DEBUG: View 0 : 0.474435695538 +2016-08-19 11:01:38,307 DEBUG: View 1 : 0.651327814214 +2016-08-19 11:01:38,564 DEBUG: View 3 : 0.613888888889 +2016-08-19 11:01:38,664 DEBUG: View 2 : 0.486965240642 +2016-08-19 11:01:38,939 DEBUG: View 4 : 0.50495049505 +2016-08-19 11:01:40,924 DEBUG: Best view : MiRNA__ +2016-08-19 11:01:41,060 DEBUG: Start: Iteration 503 +2016-08-19 11:01:41,306 DEBUG: View 0 : 0.519587628866 +2016-08-19 11:01:41,317 DEBUG: View 1 : 0.345795892169 +2016-08-19 11:01:41,574 DEBUG: View 3 : 0.531974153298 +2016-08-19 11:01:41,678 DEBUG: View 2 : 0.528894989705 +2016-08-19 11:01:41,953 DEBUG: View 4 : 0.581087799543 +2016-08-19 11:01:43,938 DEBUG: Best view : MRNASeq +2016-08-19 11:01:44,075 DEBUG: Start: Iteration 504 +2016-08-19 11:01:44,335 DEBUG: View 0 : 0.492617617618 +2016-08-19 11:01:44,347 DEBUG: View 1 : 0.34327921603 +2016-08-19 11:01:44,615 DEBUG: View 3 : 0.483510261854 +2016-08-19 11:01:44,720 DEBUG: View 2 : 0.5431711146 +2016-08-19 11:01:45,043 DEBUG: View 4 : 0.516307352128 +2016-08-19 11:01:47,167 DEBUG: Best view : Clinic_ +2016-08-19 11:01:47,355 DEBUG: Start: Iteration 505 +2016-08-19 11:01:47,696 DEBUG: View 0 : 0.774491869919 +2016-08-19 11:01:47,708 DEBUG: View 1 : 0.661985018727 +2016-08-19 11:01:47,969 DEBUG: View 3 : 0.646341463415 +2016-08-19 11:01:48,072 DEBUG: View 2 : 0.584507042254 +2016-08-19 11:01:48,352 DEBUG: View 4 : 0.555292492848 +2016-08-19 11:01:50,396 DEBUG: Best view : Methyl_ +2016-08-19 11:01:50,534 DEBUG: Start: Iteration 506 +2016-08-19 11:01:50,845 DEBUG: View 0 : 0.523308909419 +2016-08-19 11:01:50,858 DEBUG: View 1 : 0.542028985507 +2016-08-19 11:01:51,116 DEBUG: View 3 : 0.529910714286 +2016-08-19 11:01:51,221 DEBUG: View 2 : 0.497782939189 +2016-08-19 11:01:51,503 DEBUG: View 4 : 0.595146493045 +2016-08-19 11:01:53,429 DEBUG: Best view : MRNASeq +2016-08-19 11:01:53,566 DEBUG: Start: Iteration 507 +2016-08-19 11:01:53,822 DEBUG: View 0 : 0.486042692939 +2016-08-19 11:01:53,833 DEBUG: View 1 : 0.530240466359 +2016-08-19 11:01:54,091 DEBUG: View 3 : 0.615330940989 +2016-08-19 11:01:54,191 DEBUG: View 2 : 0.54377340824 +2016-08-19 11:01:54,468 DEBUG: View 4 : 0.5431711146 +2016-08-19 11:01:56,460 DEBUG: Best view : Clinic_ +2016-08-19 11:01:56,598 DEBUG: Start: Iteration 508 +2016-08-19 11:01:56,916 DEBUG: View 0 : 0.537595785441 +2016-08-19 11:01:56,926 DEBUG: View 1 : 0.740443605474 +2016-08-19 11:01:57,185 DEBUG: View 3 : 0.611111111111 +2016-08-19 11:01:57,285 DEBUG: View 2 : 0.500691699605 +2016-08-19 11:01:57,567 DEBUG: View 4 : 0.586956521739 +2016-08-19 11:01:59,491 DEBUG: Best view : MiRNA__ +2016-08-19 11:01:59,627 DEBUG: Start: Iteration 509 +2016-08-19 11:01:59,947 DEBUG: View 0 : 0.508274231678 +2016-08-19 11:01:59,960 DEBUG: View 1 : 0.564516129032 +2016-08-19 11:02:00,217 DEBUG: View 3 : 0.54485645933 +2016-08-19 11:02:00,319 DEBUG: View 2 : 0.583234126984 +2016-08-19 11:02:00,593 DEBUG: View 4 : 0.551150121065 +2016-08-19 11:02:02,527 DEBUG: Best view : MiRNA__ +2016-08-19 11:02:02,664 DEBUG: Start: Iteration 510 +2016-08-19 11:02:02,977 DEBUG: View 0 : 0.629585207396 +2016-08-19 11:02:02,988 DEBUG: View 1 : 0.487074829932 +2016-08-19 11:02:03,246 DEBUG: View 3 : 0.586027788599 +2016-08-19 11:02:03,345 DEBUG: View 2 : 0.534788676236 +2016-08-19 11:02:03,630 DEBUG: View 4 : 0.463122463122 +2016-08-19 11:02:05,558 DEBUG: Best view : Clinic_ +2016-08-19 11:02:05,696 DEBUG: Start: Iteration 511 +2016-08-19 11:02:06,029 DEBUG: View 0 : 0.552649456522 +2016-08-19 11:02:06,039 DEBUG: View 1 : 0.707513227513 +2016-08-19 11:02:06,302 DEBUG: View 3 : 0.492080994387 +2016-08-19 11:02:06,430 DEBUG: View 2 : 0.609827898551 +2016-08-19 11:02:06,710 DEBUG: View 4 : 0.520451889365 +2016-08-19 11:02:08,729 DEBUG: Best view : MiRNA__ +2016-08-19 11:02:08,871 DEBUG: Start: Iteration 512 +2016-08-19 11:02:09,123 DEBUG: View 0 : 0.386138613861 +2016-08-19 11:02:09,136 DEBUG: View 1 : 0.727168831169 +2016-08-19 11:02:09,399 DEBUG: View 3 : 0.598060344828 +2016-08-19 11:02:09,532 DEBUG: View 2 : 0.548333333333 +2016-08-19 11:02:09,808 DEBUG: View 4 : 0.517298701299 +2016-08-19 11:02:11,777 DEBUG: Best view : MiRNA__ +2016-08-19 11:02:11,915 DEBUG: Start: Iteration 513 +2016-08-19 11:02:12,229 DEBUG: View 0 : 0.597245450074 +2016-08-19 11:02:12,240 DEBUG: View 1 : 0.536507936508 +2016-08-19 11:02:12,500 DEBUG: View 3 : 0.522895968939 +2016-08-19 11:02:12,601 DEBUG: View 2 : 0.532313425517 +2016-08-19 11:02:12,879 DEBUG: View 4 : 0.478709394205 +2016-08-19 11:02:14,829 DEBUG: Best view : Methyl_ +2016-08-19 11:02:14,968 DEBUG: Start: Iteration 514 +2016-08-19 11:02:15,285 DEBUG: View 0 : 0.459191176471 +2016-08-19 11:02:15,296 DEBUG: View 1 : 0.817258883249 +2016-08-19 11:02:15,554 DEBUG: View 3 : 0.590029761905 +2016-08-19 11:02:15,656 DEBUG: View 2 : 0.589003436426 +2016-08-19 11:02:15,937 DEBUG: View 4 : 0.556830440326 +2016-08-19 11:02:17,900 DEBUG: Best view : Clinic_ +2016-08-19 11:02:18,038 DEBUG: Start: Iteration 515 +2016-08-19 11:02:18,286 DEBUG: View 0 : 0.770232031692 +2016-08-19 11:02:18,297 DEBUG: View 1 : 0.686509186352 +2016-08-19 11:02:18,554 DEBUG: View 3 : 0.56271112564 +2016-08-19 11:02:18,652 DEBUG: View 2 : 0.531923266109 +2016-08-19 11:02:18,929 DEBUG: View 4 : 0.56442831216 +2016-08-19 11:02:20,949 DEBUG: Best view : Methyl_ +2016-08-19 11:02:21,088 DEBUG: Start: Iteration 516 +2016-08-19 11:02:21,397 DEBUG: View 0 : 0.633244206774 +2016-08-19 11:02:21,408 DEBUG: View 1 : 0.656702898551 +2016-08-19 11:02:21,672 DEBUG: View 3 : 0.678743249877 +2016-08-19 11:02:21,814 DEBUG: View 2 : 0.55918972332 +2016-08-19 11:02:22,084 DEBUG: View 4 : 0.522983411422 +2016-08-19 11:02:24,177 DEBUG: Best view : Clinic_ +2016-08-19 11:02:24,317 DEBUG: Start: Iteration 517 +2016-08-19 11:02:24,573 DEBUG: View 0 : 0.555484761601 +2016-08-19 11:02:24,584 DEBUG: View 1 : 0.712460691824 +2016-08-19 11:02:24,843 DEBUG: View 3 : 0.555749331473 +2016-08-19 11:02:24,946 DEBUG: View 2 : 0.528529411765 +2016-08-19 11:02:25,222 DEBUG: View 4 : 0.558223289316 +2016-08-19 11:02:27,240 DEBUG: Best view : MiRNA__ +2016-08-19 11:02:27,379 DEBUG: Start: Iteration 518 +2016-08-19 11:02:27,703 DEBUG: View 0 : 0.526397735315 +2016-08-19 11:02:27,716 DEBUG: View 1 : 0.683008091385 +2016-08-19 11:02:27,974 DEBUG: View 3 : 0.497404077498 +2016-08-19 11:02:28,074 DEBUG: View 2 : 0.43427758682 +2016-08-19 11:02:28,353 DEBUG: View 4 : 0.547186147186 +2016-08-19 11:02:30,305 DEBUG: Best view : MiRNA__ +2016-08-19 11:02:30,445 DEBUG: Start: Iteration 519 +2016-08-19 11:02:30,696 DEBUG: View 0 : 0.488780207135 +2016-08-19 11:02:30,710 DEBUG: View 1 : 0.820512820513 +2016-08-19 11:02:30,968 DEBUG: View 3 : 0.570487302677 +2016-08-19 11:02:31,071 DEBUG: View 2 : 0.530882352941 +2016-08-19 11:02:31,349 DEBUG: View 4 : 0.515573770492 +2016-08-19 11:02:33,378 DEBUG: Best view : Clinic_ +2016-08-19 11:02:33,520 DEBUG: Start: Iteration 520 +2016-08-19 11:02:33,844 DEBUG: View 0 : 0.432763157895 +2016-08-19 11:02:33,854 DEBUG: View 1 : 0.680059970015 +2016-08-19 11:02:34,113 DEBUG: View 3 : 0.710152132843 +2016-08-19 11:02:34,214 DEBUG: View 2 : 0.533115533116 +2016-08-19 11:02:34,490 DEBUG: View 4 : 0.537909709338 +2016-08-19 11:02:36,470 DEBUG: Best view : Clinic_ +2016-08-19 11:02:36,612 DEBUG: Start: Iteration 521 +2016-08-19 11:02:36,925 DEBUG: View 0 : 0.629585207396 +2016-08-19 11:02:36,936 DEBUG: View 1 : 0.471824743574 +2016-08-19 11:02:37,200 DEBUG: View 3 : 0.523308909419 +2016-08-19 11:02:37,338 DEBUG: View 2 : 0.512583625358 +2016-08-19 11:02:37,614 DEBUG: View 4 : 0.536255411255 +2016-08-19 11:02:39,675 DEBUG: Best view : Methyl_ +2016-08-19 11:02:39,817 DEBUG: Start: Iteration 522 +2016-08-19 11:02:40,139 DEBUG: View 0 : 0.744823192099 +2016-08-19 11:02:40,151 DEBUG: View 1 : 0.638193845269 +2016-08-19 11:02:40,409 DEBUG: View 3 : 0.527792207792 +2016-08-19 11:02:40,511 DEBUG: View 2 : 0.605109993095 +2016-08-19 11:02:40,786 DEBUG: View 4 : 0.583110583111 +2016-08-19 11:02:42,772 DEBUG: Best view : Methyl_ +2016-08-19 11:02:42,914 DEBUG: Start: Iteration 523 +2016-08-19 11:02:43,166 DEBUG: View 0 : 0.599142968446 +2016-08-19 11:02:43,177 DEBUG: View 1 : 0.626468506723 +2016-08-19 11:02:43,439 DEBUG: View 3 : 0.613843783335 +2016-08-19 11:02:43,539 DEBUG: View 2 : 0.598392210145 +2016-08-19 11:02:43,818 DEBUG: View 4 : 0.626879699248 +2016-08-19 11:02:45,874 DEBUG: Best view : MRNASeq +2016-08-19 11:02:46,015 DEBUG: Start: Iteration 524 +2016-08-19 11:02:46,333 DEBUG: View 0 : 0.536507936508 +2016-08-19 11:02:46,343 DEBUG: View 1 : 0.667536032944 +2016-08-19 11:02:46,608 DEBUG: View 3 : 0.526197017268 +2016-08-19 11:02:46,733 DEBUG: View 2 : 0.57112590799 +2016-08-19 11:02:47,016 DEBUG: View 4 : 0.595195374801 +2016-08-19 11:02:49,099 DEBUG: Best view : MiRNA__ +2016-08-19 11:02:49,246 DEBUG: Start: Iteration 525 +2016-08-19 11:02:49,559 DEBUG: View 0 : 0.53879105188 +2016-08-19 11:02:49,570 DEBUG: View 1 : 0.714327830189 +2016-08-19 11:02:49,834 DEBUG: View 3 : 0.575956937799 +2016-08-19 11:02:49,962 DEBUG: View 2 : 0.537003968254 +2016-08-19 11:02:50,239 DEBUG: View 4 : 0.536270491803 +2016-08-19 11:02:52,331 DEBUG: Best view : MiRNA__ +2016-08-19 11:02:52,479 DEBUG: Start: Iteration 526 +2016-08-19 11:02:52,797 DEBUG: View 0 : 0.595728451564 +2016-08-19 11:02:52,809 DEBUG: View 1 : 0.663419117647 +2016-08-19 11:02:53,069 DEBUG: View 3 : 0.614086814087 +2016-08-19 11:02:53,172 DEBUG: View 2 : 0.554989384289 +2016-08-19 11:02:53,449 DEBUG: View 4 : 0.584351407001 +2016-08-19 11:02:55,467 DEBUG: Best view : Clinic_ +2016-08-19 11:02:55,622 DEBUG: Start: Iteration 527 +2016-08-19 11:02:55,889 DEBUG: View 0 : 0.44972826087 +2016-08-19 11:02:55,899 DEBUG: View 1 : 0.577693492948 +2016-08-19 11:02:56,159 DEBUG: View 3 : 0.49740119643 +2016-08-19 11:02:56,257 DEBUG: View 2 : 0.581264775414 +2016-08-19 11:02:56,541 DEBUG: View 4 : 0.549145299145 +2016-08-19 11:02:58,591 DEBUG: Best view : RNASeq_ +2016-08-19 11:02:58,733 DEBUG: Start: Iteration 528 +2016-08-19 11:02:59,055 DEBUG: View 0 : 0.523268398268 +2016-08-19 11:02:59,066 DEBUG: View 1 : 0.47249589491 +2016-08-19 11:02:59,325 DEBUG: View 3 : 0.653103653104 +2016-08-19 11:02:59,428 DEBUG: View 2 : 0.520831261808 +2016-08-19 11:02:59,700 DEBUG: View 4 : 0.544751233827 +2016-08-19 11:03:01,748 DEBUG: Best view : Clinic_ +2016-08-19 11:03:01,891 DEBUG: Start: Iteration 529 +2016-08-19 11:03:02,230 DEBUG: View 0 : 0.389846743295 +2016-08-19 11:03:02,245 DEBUG: View 1 : 0.72043978011 +2016-08-19 11:03:02,511 DEBUG: View 3 : 0.547054597701 +2016-08-19 11:03:02,614 DEBUG: View 2 : 0.612770562771 +2016-08-19 11:03:02,900 DEBUG: View 4 : 0.56271112564 +2016-08-19 11:03:04,989 DEBUG: Best view : MiRNA__ +2016-08-19 11:03:05,130 DEBUG: Start: Iteration 530 +2016-08-19 11:03:05,391 DEBUG: View 0 : 0.514889705882 +2016-08-19 11:03:05,401 DEBUG: View 1 : 0.390888818095 +2016-08-19 11:03:05,667 DEBUG: View 3 : 0.559744722631 +2016-08-19 11:03:05,793 DEBUG: View 2 : 0.544554455446 +2016-08-19 11:03:06,074 DEBUG: View 4 : 0.529771959459 +2016-08-19 11:03:08,124 DEBUG: Best view : Clinic_ +2016-08-19 11:03:08,270 DEBUG: Start: Iteration 531 +2016-08-19 11:03:08,527 DEBUG: View 0 : 0.459778821391 +2016-08-19 11:03:08,540 DEBUG: View 1 : 0.700309214595 +2016-08-19 11:03:08,800 DEBUG: View 3 : 0.652908805031 +2016-08-19 11:03:08,901 DEBUG: View 2 : 0.511962247586 +2016-08-19 11:03:09,182 DEBUG: View 4 : 0.500877963126 +2016-08-19 11:03:11,249 DEBUG: Best view : MiRNA__ +2016-08-19 11:03:11,396 DEBUG: Start: Iteration 532 +2016-08-19 11:03:11,650 DEBUG: View 0 : 0.605897435897 +2016-08-19 11:03:11,661 DEBUG: View 1 : 0.44920411985 +2016-08-19 11:03:11,921 DEBUG: View 3 : 0.568137254902 +2016-08-19 11:03:12,022 DEBUG: View 2 : 0.555004135649 +2016-08-19 11:03:12,297 DEBUG: View 4 : 0.523046532046 +2016-08-19 11:03:14,386 DEBUG: Best view : Methyl_ +2016-08-19 11:03:14,530 DEBUG: Start: Iteration 533 +2016-08-19 11:03:14,836 DEBUG: View 0 : 0.636402027027 +2016-08-19 11:03:14,847 DEBUG: View 1 : 0.554478609626 +2016-08-19 11:03:15,105 DEBUG: View 3 : 0.561678874549 +2016-08-19 11:03:15,206 DEBUG: View 2 : 0.537909709338 +2016-08-19 11:03:15,486 DEBUG: View 4 : 0.603098290598 +2016-08-19 11:03:17,523 DEBUG: Best view : Methyl_ +2016-08-19 11:03:17,668 DEBUG: Start: Iteration 534 +2016-08-19 11:03:17,993 DEBUG: View 0 : 0.50252667041 +2016-08-19 11:03:18,003 DEBUG: View 1 : 0.631157635468 +2016-08-19 11:03:18,269 DEBUG: View 3 : 0.684619422572 +2016-08-19 11:03:18,395 DEBUG: View 2 : 0.508725490196 +2016-08-19 11:03:18,677 DEBUG: View 4 : 0.586331679074 +2016-08-19 11:03:20,756 DEBUG: Best view : Clinic_ +2016-08-19 11:03:20,899 DEBUG: Start: Iteration 535 +2016-08-19 11:03:21,165 DEBUG: View 0 : 0.597451628126 +2016-08-19 11:03:21,176 DEBUG: View 1 : 0.703758508434 +2016-08-19 11:03:21,434 DEBUG: View 3 : 0.725213298029 +2016-08-19 11:03:21,533 DEBUG: View 2 : 0.534130816506 +2016-08-19 11:03:21,810 DEBUG: View 4 : 0.498682950192 +2016-08-19 11:03:23,896 DEBUG: Best view : Clinic_ +2016-08-19 11:03:24,039 DEBUG: Start: Iteration 536 +2016-08-19 11:03:24,291 DEBUG: View 0 : 0.406184210526 +2016-08-19 11:03:24,303 DEBUG: View 1 : 0.518093465674 +2016-08-19 11:03:24,566 DEBUG: View 3 : 0.586545062273 +2016-08-19 11:03:24,698 DEBUG: View 2 : 0.485039370079 +2016-08-19 11:03:24,982 DEBUG: View 4 : 0.612511080157 +2016-08-19 11:03:27,016 DEBUG: Best view : MRNASeq +2016-08-19 11:03:27,160 DEBUG: Start: Iteration 537 +2016-08-19 11:03:27,420 DEBUG: View 0 : 0.607762017336 +2016-08-19 11:03:27,433 DEBUG: View 1 : 0.47249589491 +2016-08-19 11:03:27,694 DEBUG: View 3 : 0.559970238095 +2016-08-19 11:03:27,793 DEBUG: View 2 : 0.588235294118 +2016-08-19 11:03:28,076 DEBUG: View 4 : 0.642156862745 +2016-08-19 11:03:30,244 DEBUG: Best view : MRNASeq +2016-08-19 11:03:30,389 DEBUG: Start: Iteration 538 +2016-08-19 11:03:30,709 DEBUG: View 0 : 0.493119493119 +2016-08-19 11:03:30,720 DEBUG: View 1 : 0.701454234388 +2016-08-19 11:03:30,977 DEBUG: View 3 : 0.52750410509 +2016-08-19 11:03:31,078 DEBUG: View 2 : 0.586173529728 +2016-08-19 11:03:31,356 DEBUG: View 4 : 0.519268774704 +2016-08-19 11:03:33,409 DEBUG: Best view : MiRNA__ +2016-08-19 11:03:33,554 DEBUG: Start: Iteration 539 +2016-08-19 11:03:33,878 DEBUG: View 0 : 0.563157894737 +2016-08-19 11:03:33,889 DEBUG: View 1 : 0.583860759494 +2016-08-19 11:03:34,148 DEBUG: View 3 : 0.545597484277 +2016-08-19 11:03:34,251 DEBUG: View 2 : 0.546876546877 +2016-08-19 11:03:34,529 DEBUG: View 4 : 0.506944444444 +2016-08-19 11:03:36,584 DEBUG: Best view : Methyl_ +2016-08-19 11:03:36,738 DEBUG: Start: Iteration 540 +2016-08-19 11:03:37,054 DEBUG: View 0 : 0.564258658009 +2016-08-19 11:03:37,067 DEBUG: View 1 : 0.618181818182 +2016-08-19 11:03:37,334 DEBUG: View 3 : 0.552800734619 +2016-08-19 11:03:37,438 DEBUG: View 2 : 0.589205397301 +2016-08-19 11:03:37,734 DEBUG: View 4 : 0.569047619048 +2016-08-19 11:03:39,867 DEBUG: Best view : RNASeq_ +2016-08-19 11:03:40,011 DEBUG: Start: Iteration 541 +2016-08-19 11:03:40,273 DEBUG: View 0 : 0.411666666667 +2016-08-19 11:03:40,285 DEBUG: View 1 : 0.748473748474 +2016-08-19 11:03:40,550 DEBUG: View 3 : 0.548825587206 +2016-08-19 11:03:40,649 DEBUG: View 2 : 0.525618022329 +2016-08-19 11:03:40,933 DEBUG: View 4 : 0.50548245614 +2016-08-19 11:03:43,049 DEBUG: Best view : MiRNA__ +2016-08-19 11:03:43,195 DEBUG: Start: Iteration 542 +2016-08-19 11:03:43,448 DEBUG: View 0 : 0.411666666667 +2016-08-19 11:03:43,459 DEBUG: View 1 : 0.640577507599 +2016-08-19 11:03:43,719 DEBUG: View 3 : 0.594472084024 +2016-08-19 11:03:43,822 DEBUG: View 2 : 0.589660493827 +2016-08-19 11:03:44,103 DEBUG: View 4 : 0.550401978973 +2016-08-19 11:03:46,231 DEBUG: Best view : Clinic_ +2016-08-19 11:03:46,378 DEBUG: Start: Iteration 543 +2016-08-19 11:03:46,701 DEBUG: View 0 : 0.587636363636 +2016-08-19 11:03:46,711 DEBUG: View 1 : 0.346277278562 +2016-08-19 11:03:46,974 DEBUG: View 3 : 0.569285208776 +2016-08-19 11:03:47,099 DEBUG: View 2 : 0.488295078223 +2016-08-19 11:03:47,378 DEBUG: View 4 : 0.527534562212 +2016-08-19 11:03:49,527 DEBUG: Best view : Clinic_ +2016-08-19 11:03:49,673 DEBUG: Start: Iteration 544 +2016-08-19 11:03:49,990 DEBUG: View 0 : 0.501831501832 +2016-08-19 11:03:50,001 DEBUG: View 1 : 0.649395509499 +2016-08-19 11:03:50,261 DEBUG: View 3 : 0.524550706033 +2016-08-19 11:03:50,361 DEBUG: View 2 : 0.538730634683 +2016-08-19 11:03:50,639 DEBUG: View 4 : 0.551705350332 +2016-08-19 11:03:52,721 DEBUG: Best view : MiRNA__ +2016-08-19 11:03:52,866 DEBUG: Start: Iteration 545 +2016-08-19 11:03:53,118 DEBUG: View 0 : 0.487082066869 +2016-08-19 11:03:53,129 DEBUG: View 1 : 0.676461585552 +2016-08-19 11:03:53,391 DEBUG: View 3 : 0.652527677738 +2016-08-19 11:03:53,499 DEBUG: View 2 : 0.519334761759 +2016-08-19 11:03:53,775 DEBUG: View 4 : 0.569015492254 +2016-08-19 11:03:55,921 DEBUG: Best view : MiRNA__ +2016-08-19 11:03:56,070 DEBUG: Start: Iteration 546 +2016-08-19 11:03:56,353 DEBUG: View 0 : 0.591470258137 +2016-08-19 11:03:56,371 DEBUG: View 1 : 0.564516129032 +2016-08-19 11:03:56,637 DEBUG: View 3 : 0.544759477541 +2016-08-19 11:03:56,762 DEBUG: View 2 : 0.494132985658 +2016-08-19 11:03:57,131 DEBUG: View 4 : 0.540556900726 +2016-08-19 11:03:59,273 DEBUG: Best view : Clinic_ +2016-08-19 11:03:59,421 DEBUG: Start: Iteration 547 +2016-08-19 11:03:59,700 DEBUG: View 0 : 0.388002473717 +2016-08-19 11:03:59,712 DEBUG: View 1 : 0.810945273632 +2016-08-19 11:03:59,973 DEBUG: View 3 : 0.546925566343 +2016-08-19 11:04:00,074 DEBUG: View 2 : 0.510160197828 +2016-08-19 11:04:00,397 DEBUG: View 4 : 0.562218890555 +2016-08-19 11:04:02,534 DEBUG: Best view : MiRNA__ +2016-08-19 11:04:02,682 DEBUG: Start: Iteration 548 +2016-08-19 11:04:03,021 DEBUG: View 0 : 0.762770562771 +2016-08-19 11:04:03,031 DEBUG: View 1 : 0.589377406932 +2016-08-19 11:04:03,308 DEBUG: View 3 : 0.520425636008 +2016-08-19 11:04:03,436 DEBUG: View 2 : 0.551583093471 +2016-08-19 11:04:03,731 DEBUG: View 4 : 0.59310959311 +2016-08-19 11:04:05,884 DEBUG: Best view : Methyl_ +2016-08-19 11:04:06,032 DEBUG: Start: Iteration 549 +2016-08-19 11:04:06,367 DEBUG: View 0 : 0.562848383501 +2016-08-19 11:04:06,378 DEBUG: View 1 : 0.402967422858 +2016-08-19 11:04:06,641 DEBUG: View 3 : 0.531878292657 +2016-08-19 11:04:06,747 DEBUG: View 2 : 0.511577647422 +2016-08-19 11:04:07,037 DEBUG: View 4 : 0.510860484545 +2016-08-19 11:04:09,144 DEBUG: Best view : Methyl_ +2016-08-19 11:04:09,297 DEBUG: Start: Iteration 550 +2016-08-19 11:04:09,578 DEBUG: View 0 : 0.624679487179 +2016-08-19 11:04:09,591 DEBUG: View 1 : 0.829323219154 +2016-08-19 11:04:09,855 DEBUG: View 3 : 0.607519157088 +2016-08-19 11:04:09,955 DEBUG: View 2 : 0.521407685881 +2016-08-19 11:04:10,240 DEBUG: View 4 : 0.526878526879 +2016-08-19 11:04:12,386 DEBUG: Best view : MiRNA__ +2016-08-19 11:04:12,535 DEBUG: Start: Iteration 551 +2016-08-19 11:04:12,811 DEBUG: View 0 : 0.495719178082 +2016-08-19 11:04:12,825 DEBUG: View 1 : 0.609827898551 +2016-08-19 11:04:13,087 DEBUG: View 3 : 0.690154922539 +2016-08-19 11:04:13,191 DEBUG: View 2 : 0.569015492254 +2016-08-19 11:04:13,479 DEBUG: View 4 : 0.53257818765 +2016-08-19 11:04:15,606 DEBUG: Best view : Clinic_ +2016-08-19 11:04:15,755 DEBUG: Start: Iteration 552 +2016-08-19 11:04:16,036 DEBUG: View 0 : 0.559970238095 +2016-08-19 11:04:16,047 DEBUG: View 1 : 0.598534798535 +2016-08-19 11:04:16,310 DEBUG: View 3 : 0.57527589349 +2016-08-19 11:04:16,411 DEBUG: View 2 : 0.585167400293 +2016-08-19 11:04:16,702 DEBUG: View 4 : 0.589110644258 +2016-08-19 11:04:18,851 DEBUG: Best view : MRNASeq +2016-08-19 11:04:19,000 DEBUG: Start: Iteration 553 +2016-08-19 11:04:19,340 DEBUG: View 0 : 0.519334761759 +2016-08-19 11:04:19,352 DEBUG: View 1 : 0.597032577142 +2016-08-19 11:04:19,615 DEBUG: View 3 : 0.546618852459 +2016-08-19 11:04:19,720 DEBUG: View 2 : 0.601475651746 +2016-08-19 11:04:20,007 DEBUG: View 4 : 0.564269507744 +2016-08-19 11:04:22,124 DEBUG: Best view : MiRNA__ +2016-08-19 11:04:22,278 DEBUG: Start: Iteration 554 +2016-08-19 11:04:22,618 DEBUG: View 0 : 0.442258340462 +2016-08-19 11:04:22,629 DEBUG: View 1 : 0.46365914787 +2016-08-19 11:04:22,914 DEBUG: View 3 : 0.591505246166 +2016-08-19 11:04:23,021 DEBUG: View 2 : 0.514960629921 +2016-08-19 11:04:23,304 DEBUG: View 4 : 0.534788676236 +2016-08-19 11:04:25,412 DEBUG: Best view : Clinic_ +2016-08-19 11:04:25,561 DEBUG: Start: Iteration 555 +2016-08-19 11:04:25,829 DEBUG: View 0 : 0.540461933276 +2016-08-19 11:04:25,841 DEBUG: View 1 : 0.591130555832 +2016-08-19 11:04:26,101 DEBUG: View 3 : 0.559272727273 +2016-08-19 11:04:26,203 DEBUG: View 2 : 0.491725768322 +2016-08-19 11:04:26,490 DEBUG: View 4 : 0.551418439716 +2016-08-19 11:04:28,581 DEBUG: Best view : MiRNA__ +2016-08-19 11:04:28,732 DEBUG: Start: Iteration 556 +2016-08-19 11:04:29,067 DEBUG: View 0 : 0.473438572409 +2016-08-19 11:04:29,079 DEBUG: View 1 : 0.718409425626 +2016-08-19 11:04:29,340 DEBUG: View 3 : 0.581517094017 +2016-08-19 11:04:29,442 DEBUG: View 2 : 0.514851485149 +2016-08-19 11:04:29,727 DEBUG: View 4 : 0.526395173454 +2016-08-19 11:04:31,840 DEBUG: Best view : MiRNA__ +2016-08-19 11:04:31,988 DEBUG: Start: Iteration 557 +2016-08-19 11:04:32,261 DEBUG: View 0 : 0.428304655195 +2016-08-19 11:04:32,272 DEBUG: View 1 : 0.598454301075 +2016-08-19 11:04:32,533 DEBUG: View 3 : 0.471464019851 +2016-08-19 11:04:32,637 DEBUG: View 2 : 0.518540729635 +2016-08-19 11:04:32,932 DEBUG: View 4 : 0.511962247586 +2016-08-19 11:04:35,143 DEBUG: Best view : MiRNA__ +2016-08-19 11:04:35,292 DEBUG: Start: Iteration 558 +2016-08-19 11:04:35,575 DEBUG: View 0 : 0.429429429429 +2016-08-19 11:04:35,587 DEBUG: View 1 : 0.612079615649 +2016-08-19 11:04:35,851 DEBUG: View 3 : 0.562894248609 +2016-08-19 11:04:35,956 DEBUG: View 2 : 0.601872703568 +2016-08-19 11:04:36,246 DEBUG: View 4 : 0.532263690269 +2016-08-19 11:04:38,430 DEBUG: Best view : RNASeq_ +2016-08-19 11:04:38,583 DEBUG: Start: Iteration 559 +2016-08-19 11:04:38,860 DEBUG: View 0 : 0.4875 +2016-08-19 11:04:38,870 DEBUG: View 1 : 0.733554581012 +2016-08-19 11:04:39,139 DEBUG: View 3 : 0.630561750027 +2016-08-19 11:04:39,246 DEBUG: View 2 : 0.538431372549 +2016-08-19 11:04:39,549 DEBUG: View 4 : 0.527473742399 +2016-08-19 11:04:41,717 DEBUG: Best view : MiRNA__ +2016-08-19 11:04:41,868 DEBUG: Start: Iteration 560 +2016-08-19 11:04:42,201 DEBUG: View 0 : 0.573410876441 +2016-08-19 11:04:42,212 DEBUG: View 1 : 0.700309214595 +2016-08-19 11:04:42,474 DEBUG: View 3 : 0.589130434783 +2016-08-19 11:04:42,576 DEBUG: View 2 : 0.595426245211 +2016-08-19 11:04:42,875 DEBUG: View 4 : 0.558116883117 +2016-08-19 11:04:45,137 DEBUG: Best view : MiRNA__ +2016-08-19 11:04:45,288 DEBUG: Start: Iteration 561 +2016-08-19 11:04:45,763 DEBUG: View 1 : 0.485670698485 +2016-08-19 11:04:45,780 DEBUG: View 0 : 0.586863398382 +2016-08-19 11:04:46,136 DEBUG: View 3 : 0.510788505519 +2016-08-19 11:04:46,315 DEBUG: View 2 : 0.488921568627 +2016-08-19 11:04:47,475 DEBUG: View 4 : 0.586331679074 +2016-08-19 11:04:49,697 DEBUG: Best view : MRNASeq +2016-08-19 11:04:49,855 DEBUG: Start: Iteration 562 +2016-08-19 11:04:55,643 DEBUG: View 0 : 0.537089201878 +2016-08-19 11:04:55,779 DEBUG: View 1 : 0.719117647059 +2016-08-19 11:04:55,920 DEBUG: View 3 : 0.61976732624 +2016-08-19 11:04:56,060 DEBUG: View 2 : 0.531974153298 +2016-08-19 11:04:56,343 DEBUG: View 4 : 0.536551030669 +2016-08-19 11:04:58,579 DEBUG: Best view : MiRNA__ +2016-08-19 11:04:58,743 DEBUG: Start: Iteration 563 +2016-08-19 11:04:59,853 DEBUG: View 0 : 0.486078768857 +2016-08-19 11:04:59,865 DEBUG: View 1 : 0.746437346437 +2016-08-19 11:05:00,133 DEBUG: View 3 : 0.509210661727 +2016-08-19 11:05:00,229 DEBUG: View 2 : 0.545328992799 +2016-08-19 11:05:00,532 DEBUG: View 4 : 0.560555045404 +2016-08-19 11:05:02,699 DEBUG: Best view : MiRNA__ +2016-08-19 11:05:02,850 DEBUG: Start: Iteration 564 +2016-08-19 11:05:03,146 DEBUG: View 1 : 0.580097785447 +2016-08-19 11:05:03,160 DEBUG: View 0 : 0.587864460205 +2016-08-19 11:05:03,398 DEBUG: View 3 : 0.571667486473 +2016-08-19 11:05:03,504 DEBUG: View 2 : 0.533567069212 +2016-08-19 11:05:03,782 DEBUG: View 4 : 0.491725768322 +2016-08-19 11:05:05,934 DEBUG: Best view : MiRNA__ +2016-08-19 11:05:06,087 DEBUG: Start: Iteration 565 +2016-08-19 11:05:06,333 DEBUG: View 0 : 0.505140961857 +2016-08-19 11:05:06,344 DEBUG: View 1 : 0.447577276525 +2016-08-19 11:05:06,613 DEBUG: View 3 : 0.701844262295 +2016-08-19 11:05:06,715 DEBUG: View 2 : 0.497884899164 +2016-08-19 11:05:07,004 DEBUG: View 4 : 0.561181434599 +2016-08-19 11:05:09,196 DEBUG: Best view : Clinic_ +2016-08-19 11:05:09,351 DEBUG: Start: Iteration 566 +2016-08-19 11:05:09,640 DEBUG: View 0 : 0.487082066869 +2016-08-19 11:05:09,653 DEBUG: View 1 : 0.630630630631 +2016-08-19 11:05:09,920 DEBUG: View 3 : 0.492693929587 +2016-08-19 11:05:10,032 DEBUG: View 2 : 0.6088365243 +2016-08-19 11:05:10,306 DEBUG: View 4 : 0.52017756255 +2016-08-19 11:05:12,505 DEBUG: Best view : MiRNA__ +2016-08-19 11:05:12,661 DEBUG: Start: Iteration 567 +2016-08-19 11:05:12,924 DEBUG: View 0 : 0.605638474295 +2016-08-19 11:05:12,935 DEBUG: View 1 : 0.584045584046 +2016-08-19 11:05:13,199 DEBUG: View 3 : 0.589377406932 +2016-08-19 11:05:13,300 DEBUG: View 2 : 0.569766233766 +2016-08-19 11:05:13,588 DEBUG: View 4 : 0.481956696071 +2016-08-19 11:05:15,834 DEBUG: Best view : Clinic_ +2016-08-19 11:05:15,990 DEBUG: Start: Iteration 568 +2016-08-19 11:05:16,292 DEBUG: View 0 : 0.515821540881 +2016-08-19 11:05:16,302 DEBUG: View 1 : 0.536507936508 +2016-08-19 11:05:16,573 DEBUG: View 3 : 0.52977807971 +2016-08-19 11:05:16,680 DEBUG: View 2 : 0.631301580988 +2016-08-19 11:05:16,966 DEBUG: View 4 : 0.505140961857 +2016-08-19 11:05:19,279 DEBUG: Best view : RNASeq_ +2016-08-19 11:05:19,433 DEBUG: Start: Iteration 569 +2016-08-19 11:05:19,678 DEBUG: View 0 : 0.507919005613 +2016-08-19 11:05:19,690 DEBUG: View 1 : 0.661985018727 +2016-08-19 11:05:19,948 DEBUG: View 3 : 0.560798122066 +2016-08-19 11:05:20,053 DEBUG: View 2 : 0.548779220779 +2016-08-19 11:05:20,352 DEBUG: View 4 : 0.523676592225 +2016-08-19 11:05:22,612 DEBUG: Best view : MiRNA__ +2016-08-19 11:05:22,769 DEBUG: Start: Iteration 570 +2016-08-19 11:05:23,059 DEBUG: View 0 : 0.492080994387 +2016-08-19 11:05:23,072 DEBUG: View 1 : 0.502205292702 +2016-08-19 11:05:23,337 DEBUG: View 3 : 0.549209486166 +2016-08-19 11:05:23,440 DEBUG: View 2 : 0.581081081081 +2016-08-19 11:05:23,736 DEBUG: View 4 : 0.554924242424 +2016-08-19 11:05:26,072 DEBUG: Best view : RNASeq_ +2016-08-19 11:05:26,239 DEBUG: Start: Iteration 571 +2016-08-19 11:05:26,546 DEBUG: View 0 : 0.526561427591 +2016-08-19 11:05:26,561 DEBUG: View 1 : 0.62207425343 +2016-08-19 11:05:26,873 DEBUG: View 3 : 0.645534290271 +2016-08-19 11:05:26,999 DEBUG: View 2 : 0.501525821596 +2016-08-19 11:05:27,295 DEBUG: View 4 : 0.571529459241 +2016-08-19 11:05:29,564 DEBUG: Best view : Clinic_ +2016-08-19 11:05:29,719 DEBUG: Start: Iteration 572 +2016-08-19 11:05:30,018 DEBUG: View 0 : 0.411666666667 +2016-08-19 11:05:30,029 DEBUG: View 1 : 0.661003618059 +2016-08-19 11:05:30,286 DEBUG: View 3 : 0.581087799543 +2016-08-19 11:05:30,389 DEBUG: View 2 : 0.578467954346 +2016-08-19 11:05:30,668 DEBUG: View 4 : 0.504585326954 +2016-08-19 11:05:32,867 DEBUG: Best view : MiRNA__ +2016-08-19 11:05:33,021 DEBUG: Start: Iteration 573 +2016-08-19 11:05:33,269 DEBUG: View 0 : 0.527454068241 +2016-08-19 11:05:33,281 DEBUG: View 1 : 0.599721413195 +2016-08-19 11:05:33,556 DEBUG: View 3 : 0.539425275927 +2016-08-19 11:05:33,671 DEBUG: View 2 : 0.534961685824 +2016-08-19 11:05:33,970 DEBUG: View 4 : 0.539425275927 +2016-08-19 11:05:36,229 DEBUG: Best view : MiRNA__ +2016-08-19 11:05:36,384 DEBUG: Start: Iteration 574 +2016-08-19 11:05:36,618 DEBUG: View 0 : 0.599790026247 +2016-08-19 11:05:36,628 DEBUG: View 1 : 0.591130555832 +2016-08-19 11:05:36,899 DEBUG: View 3 : 0.703472222222 +2016-08-19 11:05:37,011 DEBUG: View 2 : 0.60524691358 +2016-08-19 11:05:37,306 DEBUG: View 4 : 0.511078431373 +2016-08-19 11:05:39,522 DEBUG: Best view : Clinic_ +2016-08-19 11:05:39,676 DEBUG: Start: Iteration 575 +2016-08-19 11:05:39,979 DEBUG: View 0 : 0.590753246753 +2016-08-19 11:05:39,990 DEBUG: View 1 : 0.485670698485 +2016-08-19 11:05:40,261 DEBUG: View 3 : 0.577915681639 +2016-08-19 11:05:40,367 DEBUG: View 2 : 0.54039312545 +2016-08-19 11:05:40,687 DEBUG: View 4 : 0.556830440326 +2016-08-19 11:05:42,971 DEBUG: Best view : Methyl_ +2016-08-19 11:05:43,126 DEBUG: Start: Iteration 576 +2016-08-19 11:05:43,378 DEBUG: View 0 : 0.400494743352 +2016-08-19 11:05:43,388 DEBUG: View 1 : 0.8125 +2016-08-19 11:05:43,667 DEBUG: View 3 : 0.535672169811 +2016-08-19 11:05:43,780 DEBUG: View 2 : 0.525324675325 +2016-08-19 11:05:44,078 DEBUG: View 4 : 0.569285208776 +2016-08-19 11:05:46,269 DEBUG: Best view : MRNASeq +2016-08-19 11:05:46,428 DEBUG: Start: Iteration 577 +2016-08-19 11:05:46,679 DEBUG: View 0 : 0.608215962441 +2016-08-19 11:05:46,691 DEBUG: View 1 : 0.605284552846 +2016-08-19 11:05:46,953 DEBUG: View 3 : 0.592307692308 +2016-08-19 11:05:47,057 DEBUG: View 2 : 0.547894441325 +2016-08-19 11:05:47,353 DEBUG: View 4 : 0.593323977546 +2016-08-19 11:05:49,651 DEBUG: Best view : Clinic_ +2016-08-19 11:05:49,817 DEBUG: Start: Iteration 578 +2016-08-19 11:05:50,131 DEBUG: View 0 : 0.615165010848 +2016-08-19 11:05:50,144 DEBUG: View 1 : 0.647108843537 +2016-08-19 11:05:50,413 DEBUG: View 3 : 0.483149606299 +2016-08-19 11:05:50,527 DEBUG: View 2 : 0.564269507744 +2016-08-19 11:05:50,837 DEBUG: View 4 : 0.562442396313 +2016-08-19 11:05:53,185 DEBUG: Best view : Methyl_ +2016-08-19 11:05:53,342 DEBUG: Start: Iteration 579 +2016-08-19 11:05:53,644 DEBUG: View 0 : 0.515656565657 +2016-08-19 11:05:53,656 DEBUG: View 1 : 0.452434825381 +2016-08-19 11:05:53,919 DEBUG: View 3 : 0.668686868687 +2016-08-19 11:05:54,020 DEBUG: View 2 : 0.575314482314 +2016-08-19 11:05:54,298 DEBUG: View 4 : 0.496467817896 +2016-08-19 11:05:56,717 DEBUG: Best view : Clinic_ +2016-08-19 11:05:56,873 DEBUG: Start: Iteration 580 +2016-08-19 11:05:57,104 DEBUG: View 0 : 0.742200854701 +2016-08-19 11:05:57,115 DEBUG: View 1 : 0.639137645108 +2016-08-19 11:05:57,373 DEBUG: View 3 : 0.535539215686 +2016-08-19 11:05:57,472 DEBUG: View 2 : 0.605109993095 +2016-08-19 11:05:57,751 DEBUG: View 4 : 0.560972913212 +2016-08-19 11:06:00,031 DEBUG: Best view : Methyl_ +2016-08-19 11:06:00,186 DEBUG: Start: Iteration 581 +2016-08-19 11:06:00,501 DEBUG: View 0 : 0.536282381457 +2016-08-19 11:06:00,512 DEBUG: View 1 : 0.638193845269 +2016-08-19 11:06:00,779 DEBUG: View 3 : 0.602758052897 +2016-08-19 11:06:00,881 DEBUG: View 2 : 0.549209486166 +2016-08-19 11:06:01,158 DEBUG: View 4 : 0.561339790153 +2016-08-19 11:06:03,312 DEBUG: Best view : Clinic_ +2016-08-19 11:06:03,467 DEBUG: Start: Iteration 582 +2016-08-19 11:06:03,814 DEBUG: View 0 : 0.631601049869 +2016-08-19 11:06:03,814 DEBUG: View 1 : 0.485670698485 +2016-08-19 11:06:04,072 DEBUG: View 3 : 0.631157635468 +2016-08-19 11:06:04,174 DEBUG: View 2 : 0.569766233766 +2016-08-19 11:06:04,460 DEBUG: View 4 : 0.515573770492 +2016-08-19 11:06:06,634 DEBUG: Best view : Clinic_ +2016-08-19 11:06:06,790 DEBUG: Start: Iteration 583 +2016-08-19 11:06:07,051 DEBUG: View 0 : 0.506906702899 +2016-08-19 11:06:07,064 DEBUG: View 1 : 0.663412073491 +2016-08-19 11:06:07,334 DEBUG: View 3 : 0.472380952381 +2016-08-19 11:06:07,445 DEBUG: View 2 : 0.573214285714 +2016-08-19 11:06:07,726 DEBUG: View 4 : 0.441239316239 +2016-08-19 11:06:09,964 DEBUG: Best view : MiRNA__ +2016-08-19 11:06:10,123 DEBUG: Start: Iteration 584 +2016-08-19 11:06:10,432 DEBUG: View 0 : 0.457098765432 +2016-08-19 11:06:10,442 DEBUG: View 1 : 0.564516129032 +2016-08-19 11:06:10,706 DEBUG: View 3 : 0.525324675325 +2016-08-19 11:06:10,805 DEBUG: View 2 : 0.584756097561 +2016-08-19 11:06:11,084 DEBUG: View 4 : 0.588012295082 +2016-08-19 11:06:13,265 DEBUG: Best view : MRNASeq +2016-08-19 11:06:13,420 DEBUG: Start: Iteration 585 +2016-08-19 11:06:13,675 DEBUG: View 0 : 0.492617617618 +2016-08-19 11:06:13,686 DEBUG: View 1 : 0.601679790026 +2016-08-19 11:06:13,940 DEBUG: View 3 : 0.721177944862 +2016-08-19 11:06:14,039 DEBUG: View 2 : 0.497782939189 +2016-08-19 11:06:14,320 DEBUG: View 4 : 0.540784313725 +2016-08-19 11:06:16,567 DEBUG: Best view : Clinic_ +2016-08-19 11:06:16,723 DEBUG: Start: Iteration 586 +2016-08-19 11:06:16,965 DEBUG: View 0 : 0.742200854701 +2016-08-19 11:06:16,976 DEBUG: View 1 : 0.8125 +2016-08-19 11:06:17,233 DEBUG: View 3 : 0.520981669444 +2016-08-19 11:06:17,333 DEBUG: View 2 : 0.548678861789 +2016-08-19 11:06:17,610 DEBUG: View 4 : 0.513921231143 +2016-08-19 11:06:19,871 DEBUG: Best view : Methyl_ +2016-08-19 11:06:20,028 DEBUG: Start: Iteration 587 +2016-08-19 11:06:20,278 DEBUG: View 0 : 0.389846743295 +2016-08-19 11:06:20,288 DEBUG: View 1 : 0.582191780822 +2016-08-19 11:06:20,544 DEBUG: View 3 : 0.533115533116 +2016-08-19 11:06:20,680 DEBUG: View 2 : 0.647683615819 +2016-08-19 11:06:20,957 DEBUG: View 4 : 0.565255992897 +2016-08-19 11:06:23,150 DEBUG: Best view : RNASeq_ +2016-08-19 11:06:23,310 DEBUG: Start: Iteration 588 +2016-08-19 11:06:23,537 DEBUG: View 0 : 0.519035280048 +2016-08-19 11:06:23,547 DEBUG: View 1 : 0.599037690457 +2016-08-19 11:06:23,802 DEBUG: View 3 : 0.534130816506 +2016-08-19 11:06:23,905 DEBUG: View 2 : 0.567979002625 +2016-08-19 11:06:24,184 DEBUG: View 4 : 0.565959464265 +2016-08-19 11:06:26,455 DEBUG: Best view : MRNASeq +2016-08-19 11:06:26,624 DEBUG: Start: Iteration 589 +2016-08-19 11:06:26,874 DEBUG: View 0 : 0.605897435897 +2016-08-19 11:06:26,885 DEBUG: View 1 : 0.540693559802 +2016-08-19 11:06:27,141 DEBUG: View 3 : 0.518075145194 +2016-08-19 11:06:27,240 DEBUG: View 2 : 0.548779220779 +2016-08-19 11:06:27,527 DEBUG: View 4 : 0.583333333333 +2016-08-19 11:06:29,778 DEBUG: Best view : Methyl_ +2016-08-19 11:06:29,935 DEBUG: Start: Iteration 590 +2016-08-19 11:06:30,232 DEBUG: View 0 : 0.4875 +2016-08-19 11:06:30,243 DEBUG: View 1 : 0.597451628126 +2016-08-19 11:06:30,501 DEBUG: View 3 : 0.59310959311 +2016-08-19 11:06:30,601 DEBUG: View 2 : 0.523115079365 +2016-08-19 11:06:30,879 DEBUG: View 4 : 0.517210944395 +2016-08-19 11:06:33,156 DEBUG: Best view : Clinic_ +2016-08-19 11:06:33,315 DEBUG: Start: Iteration 591 +2016-08-19 11:06:33,609 DEBUG: View 0 : 0.554772892883 +2016-08-19 11:06:33,620 DEBUG: View 1 : 0.575059808612 +2016-08-19 11:06:33,880 DEBUG: View 3 : 0.512329591018 +2016-08-19 11:06:33,981 DEBUG: View 2 : 0.513868613139 +2016-08-19 11:06:34,259 DEBUG: View 4 : 0.554478609626 +2016-08-19 11:06:36,480 DEBUG: Best view : MiRNA__ +2016-08-19 11:06:36,642 DEBUG: Start: Iteration 592 +2016-08-19 11:06:36,952 DEBUG: View 0 : 0.411666666667 +2016-08-19 11:06:36,962 DEBUG: View 1 : 0.567979002625 +2016-08-19 11:06:37,232 DEBUG: View 3 : 0.697033685269 +2016-08-19 11:06:37,333 DEBUG: View 2 : 0.508072407045 +2016-08-19 11:06:37,618 DEBUG: View 4 : 0.572289156627 +2016-08-19 11:06:39,911 DEBUG: Best view : Clinic_ +2016-08-19 11:06:40,070 DEBUG: Start: Iteration 593 +2016-08-19 11:06:40,368 DEBUG: View 0 : 0.517298701299 +2016-08-19 11:06:40,381 DEBUG: View 1 : 0.704826038159 +2016-08-19 11:06:40,641 DEBUG: View 3 : 0.597485229511 +2016-08-19 11:06:40,739 DEBUG: View 2 : 0.473018122912 +2016-08-19 11:06:41,018 DEBUG: View 4 : 0.609827898551 +2016-08-19 11:06:43,240 DEBUG: Best view : MiRNA__ +2016-08-19 11:06:43,397 DEBUG: Start: Iteration 594 +2016-08-19 11:06:43,708 DEBUG: View 0 : 0.435751748252 +2016-08-19 11:06:43,719 DEBUG: View 1 : 0.54611013986 +2016-08-19 11:06:44,066 DEBUG: View 3 : 0.554102564103 +2016-08-19 11:06:44,193 DEBUG: View 2 : 0.574142079271 +2016-08-19 11:06:44,414 DEBUG: View 4 : 0.587878787879 +2016-08-19 11:06:46,705 DEBUG: Best view : MRNASeq +2016-08-19 11:06:46,864 DEBUG: Start: Iteration 595 +2016-08-19 11:06:47,141 DEBUG: View 0 : 0.543226381462 +2016-08-19 11:06:47,154 DEBUG: View 1 : 0.81887755102 +2016-08-19 11:06:47,416 DEBUG: View 3 : 0.539170506912 +2016-08-19 11:06:47,521 DEBUG: View 2 : 0.596871596872 +2016-08-19 11:06:47,853 DEBUG: View 4 : 0.538285714286 +2016-08-19 11:06:50,112 DEBUG: Best view : MiRNA__ +2016-08-19 11:06:50,278 DEBUG: Start: Iteration 596 +2016-08-19 11:06:53,299 DEBUG: View 0 : 0.500700280112 +2016-08-19 11:06:53,311 DEBUG: View 1 : 0.522408551535 +2016-08-19 11:06:53,569 DEBUG: View 3 : 0.639751552795 +2016-08-19 11:06:53,669 DEBUG: View 2 : 0.469682489115 +2016-08-19 11:06:54,037 DEBUG: View 4 : 0.586027788599 +2016-08-19 11:06:56,325 DEBUG: Best view : Clinic_ +2016-08-19 11:06:56,508 DEBUG: Start: Iteration 597 +2016-08-19 11:06:56,805 DEBUG: View 0 : 0.637426900585 +2016-08-19 11:06:56,817 DEBUG: View 1 : 0.549806522941 +2016-08-19 11:06:57,074 DEBUG: View 3 : 0.563596491228 +2016-08-19 11:06:57,168 DEBUG: View 2 : 0.517886178862 +2016-08-19 11:06:57,471 DEBUG: View 4 : 0.528894989705 +2016-08-19 11:06:59,683 DEBUG: Best view : Methyl_ +2016-08-19 11:06:59,842 DEBUG: Start: Iteration 598 +2016-08-19 11:07:00,088 DEBUG: View 1 : 0.649615055603 +2016-08-19 11:07:00,107 DEBUG: View 0 : 0.402415270744 +2016-08-19 11:07:00,346 DEBUG: View 3 : 0.500700280112 +2016-08-19 11:07:00,445 DEBUG: View 2 : 0.599142968446 +2016-08-19 11:07:00,723 DEBUG: View 4 : 0.557375328084 +2016-08-19 11:07:03,015 DEBUG: Best view : MiRNA__ +2016-08-19 11:07:03,175 DEBUG: Start: Iteration 599 +2016-08-19 11:07:03,476 DEBUG: View 0 : 0.490863011871 +2016-08-19 11:07:03,486 DEBUG: View 1 : 0.452434825381 +2016-08-19 11:07:03,749 DEBUG: View 3 : 0.569868766404 +2016-08-19 11:07:03,865 DEBUG: View 2 : 0.58025974026 +2016-08-19 11:07:04,145 DEBUG: View 4 : 0.572423986486 +2016-08-19 11:07:06,453 DEBUG: Best view : RNASeq_ +2016-08-19 11:07:06,613 DEBUG: Start: Iteration 600 +2016-08-19 11:07:06,908 DEBUG: View 0 : 0.621059889677 +2016-08-19 11:07:06,920 DEBUG: View 1 : 0.717361111111 +2016-08-19 11:07:07,178 DEBUG: View 3 : 0.658421317245 +2016-08-19 11:07:07,275 DEBUG: View 2 : 0.560972913212 +2016-08-19 11:07:07,555 DEBUG: View 4 : 0.473121473121 +2016-08-19 11:07:09,787 DEBUG: Best view : MiRNA__ +2016-08-19 11:07:09,945 DEBUG: Start: Iteration 601 +2016-08-19 11:07:10,237 DEBUG: View 0 : 0.553312856516 +2016-08-19 11:07:10,248 DEBUG: View 1 : 0.463492063492 +2016-08-19 11:07:10,503 DEBUG: View 3 : 0.538414634146 +2016-08-19 11:07:10,602 DEBUG: View 2 : 0.484528688525 +2016-08-19 11:07:10,882 DEBUG: View 4 : 0.520721925134 +2016-08-19 11:07:13,131 DEBUG: Best view : Methyl_ +2016-08-19 11:07:13,290 DEBUG: Start: Iteration 602 +2016-08-19 11:07:13,580 DEBUG: View 0 : 0.591585497835 +2016-08-19 11:07:13,591 DEBUG: View 1 : 0.598454301075 +2016-08-19 11:07:13,853 DEBUG: View 3 : 0.564356435644 +2016-08-19 11:07:13,980 DEBUG: View 2 : 0.540693559802 +2016-08-19 11:07:14,261 DEBUG: View 4 : 0.56057312253 +2016-08-19 11:07:16,573 DEBUG: Best view : Methyl_ +2016-08-19 11:07:16,732 DEBUG: Start: Iteration 603 +2016-08-19 11:07:16,983 DEBUG: View 0 : 0.545540349221 +2016-08-19 11:07:16,996 DEBUG: View 1 : 0.652527677738 +2016-08-19 11:07:17,250 DEBUG: View 3 : 0.528529411765 +2016-08-19 11:07:17,354 DEBUG: View 2 : 0.583305693753 +2016-08-19 11:07:17,640 DEBUG: View 4 : 0.547054597701 +2016-08-19 11:07:19,959 DEBUG: Best view : MiRNA__ +2016-08-19 11:07:20,118 DEBUG: Start: Iteration 604 +2016-08-19 11:07:20,360 DEBUG: View 0 : 0.59535655058 +2016-08-19 11:07:20,370 DEBUG: View 1 : 0.643387365551 +2016-08-19 11:07:20,628 DEBUG: View 3 : 0.534772182254 +2016-08-19 11:07:20,732 DEBUG: View 2 : 0.544751233827 +2016-08-19 11:07:21,012 DEBUG: View 4 : 0.558116883117 +2016-08-19 11:07:23,307 DEBUG: Best view : MiRNA__ +2016-08-19 11:07:23,467 DEBUG: Start: Iteration 605 +2016-08-19 11:07:23,730 DEBUG: View 0 : 0.53879105188 +2016-08-19 11:07:23,742 DEBUG: View 1 : 0.45388986014 +2016-08-19 11:07:24,004 DEBUG: View 3 : 0.52017756255 +2016-08-19 11:07:24,141 DEBUG: View 2 : 0.596361502347 +2016-08-19 11:07:24,415 DEBUG: View 4 : 0.528894989705 +2016-08-19 11:07:26,683 DEBUG: Best view : RNASeq_ +2016-08-19 11:07:26,844 DEBUG: Start: Iteration 606 +2016-08-19 11:07:27,154 DEBUG: View 0 : 0.507820954255 +2016-08-19 11:07:27,170 DEBUG: View 1 : 0.624936230997 +2016-08-19 11:07:27,445 DEBUG: View 3 : 0.723685508533 +2016-08-19 11:07:27,554 DEBUG: View 2 : 0.532778864971 +2016-08-19 11:07:27,828 DEBUG: View 4 : 0.565050116432 +2016-08-19 11:07:30,290 DEBUG: Best view : Clinic_ +2016-08-19 11:07:30,455 DEBUG: Start: Iteration 607 +2016-08-19 11:07:30,759 DEBUG: View 0 : 0.499210526316 +2016-08-19 11:07:30,771 DEBUG: View 1 : 0.5422182995 +2016-08-19 11:07:31,032 DEBUG: View 3 : 0.594021018263 +2016-08-19 11:07:31,157 DEBUG: View 2 : 0.60500575374 +2016-08-19 11:07:31,432 DEBUG: View 4 : 0.50762195122 +2016-08-19 11:07:33,791 DEBUG: Best view : RNASeq_ +2016-08-19 11:07:33,953 DEBUG: Start: Iteration 608 +2016-08-19 11:07:34,208 DEBUG: View 0 : 0.50762195122 +2016-08-19 11:07:34,218 DEBUG: View 1 : 0.453983516484 +2016-08-19 11:07:34,476 DEBUG: View 3 : 0.612511080157 +2016-08-19 11:07:34,574 DEBUG: View 2 : 0.544561621175 +2016-08-19 11:07:34,851 DEBUG: View 4 : 0.499798224374 +2016-08-19 11:07:37,283 DEBUG: Best view : Clinic_ +2016-08-19 11:07:37,477 DEBUG: Start: Iteration 609 +2016-08-19 11:07:37,791 DEBUG: View 0 : 0.488622754491 +2016-08-19 11:07:37,802 DEBUG: View 1 : 0.473611111111 +2016-08-19 11:07:38,059 DEBUG: View 3 : 0.59310959311 +2016-08-19 11:07:38,159 DEBUG: View 2 : 0.549806522941 +2016-08-19 11:07:38,440 DEBUG: View 4 : 0.576923076923 +2016-08-19 11:07:40,740 DEBUG: Best view : Clinic_ +2016-08-19 11:07:40,902 DEBUG: Start: Iteration 610 +2016-08-19 11:07:41,198 DEBUG: View 0 : 0.556384180791 +2016-08-19 11:07:41,209 DEBUG: View 1 : 0.613036565978 +2016-08-19 11:07:41,464 DEBUG: View 3 : 0.548779220779 +2016-08-19 11:07:41,564 DEBUG: View 2 : 0.497404077498 +2016-08-19 11:07:41,882 DEBUG: View 4 : 0.556964056483 +2016-08-19 11:07:44,217 DEBUG: Best view : MRNASeq +2016-08-19 11:07:44,380 DEBUG: Start: Iteration 611 +2016-08-19 11:07:44,675 DEBUG: View 0 : 0.509288537549 +2016-08-19 11:07:44,687 DEBUG: View 1 : 0.757087628866 +2016-08-19 11:07:44,943 DEBUG: View 3 : 0.564455434899 +2016-08-19 11:07:45,039 DEBUG: View 2 : 0.499686716792 +2016-08-19 11:07:45,322 DEBUG: View 4 : 0.534788676236 +2016-08-19 11:07:47,606 DEBUG: Best view : MiRNA__ +2016-08-19 11:07:47,768 DEBUG: Start: Iteration 612 +2016-08-19 11:07:48,064 DEBUG: View 0 : 0.60108892922 +2016-08-19 11:07:48,075 DEBUG: View 1 : 0.66147042565 +2016-08-19 11:07:48,341 DEBUG: View 3 : 0.556967213115 +2016-08-19 11:07:48,444 DEBUG: View 2 : 0.567051282051 +2016-08-19 11:07:48,720 DEBUG: View 4 : 0.631157635468 +2016-08-19 11:07:51,007 DEBUG: Best view : MiRNA__ +2016-08-19 11:07:51,169 DEBUG: Start: Iteration 613 +2016-08-19 11:07:51,467 DEBUG: View 0 : 0.533899638194 +2016-08-19 11:07:51,478 DEBUG: View 1 : 0.430006049607 +2016-08-19 11:07:51,734 DEBUG: View 3 : 0.584351407001 +2016-08-19 11:07:51,834 DEBUG: View 2 : 0.566210045662 +2016-08-19 11:07:52,114 DEBUG: View 4 : 0.550249974492 +2016-08-19 11:07:54,478 DEBUG: Best view : Clinic_ +2016-08-19 11:07:54,641 DEBUG: Start: Iteration 614 +2016-08-19 11:07:54,946 DEBUG: View 0 : 0.599142968446 +2016-08-19 11:07:54,957 DEBUG: View 1 : 0.810945273632 +2016-08-19 11:07:55,212 DEBUG: View 3 : 0.506104065426 +2016-08-19 11:07:55,312 DEBUG: View 2 : 0.491274509804 +2016-08-19 11:07:55,589 DEBUG: View 4 : 0.507336709518 +2016-08-19 11:07:57,879 DEBUG: Best view : Methyl_ +2016-08-19 11:07:58,059 DEBUG: Start: Iteration 615 +2016-08-19 11:07:58,393 DEBUG: View 0 : 0.525324675325 +2016-08-19 11:07:58,402 DEBUG: View 1 : 0.815677966102 +2016-08-19 11:07:58,663 DEBUG: View 3 : 0.643386243386 +2016-08-19 11:07:58,775 DEBUG: View 2 : 0.555749331473 +2016-08-19 11:07:59,048 DEBUG: View 4 : 0.548779220779 +2016-08-19 11:08:01,542 DEBUG: Best view : MiRNA__ +2016-08-19 11:08:01,718 DEBUG: Start: Iteration 616 +2016-08-19 11:08:01,986 DEBUG: View 0 : 0.540757381258 +2016-08-19 11:08:01,998 DEBUG: View 1 : 0.536507936508 +2016-08-19 11:08:02,278 DEBUG: View 3 : 0.561950869643 +2016-08-19 11:08:02,387 DEBUG: View 2 : 0.550746569814 +2016-08-19 11:08:02,665 DEBUG: View 4 : 0.534372785259 +2016-08-19 11:08:05,111 DEBUG: Best view : Clinic_ +2016-08-19 11:08:05,278 DEBUG: Start: Iteration 617 +2016-08-19 11:08:05,600 DEBUG: View 0 : 0.506880506881 +2016-08-19 11:08:05,611 DEBUG: View 1 : 0.657692307692 +2016-08-19 11:08:05,886 DEBUG: View 3 : 0.59097779328 +2016-08-19 11:08:05,999 DEBUG: View 2 : 0.542502088555 +2016-08-19 11:08:06,337 DEBUG: View 4 : 0.536877536878 +2016-08-19 11:08:08,892 DEBUG: Best view : MiRNA__ +2016-08-19 11:08:09,057 DEBUG: Start: Iteration 618 +2016-08-19 11:08:09,305 DEBUG: View 0 : 0.511377245509 +2016-08-19 11:08:09,318 DEBUG: View 1 : 0.687554872695 +2016-08-19 11:08:09,574 DEBUG: View 3 : 0.538354700855 +2016-08-19 11:08:09,678 DEBUG: View 2 : 0.584722676256 +2016-08-19 11:08:09,955 DEBUG: View 4 : 0.605248917749 +2016-08-19 11:08:12,344 DEBUG: Best view : MiRNA__ +2016-08-19 11:08:12,508 DEBUG: Start: Iteration 619 +2016-08-19 11:08:12,832 DEBUG: View 0 : 0.564516129032 +2016-08-19 11:08:12,845 DEBUG: View 1 : 0.548562745346 +2016-08-19 11:08:13,105 DEBUG: View 3 : 0.621059889677 +2016-08-19 11:08:13,209 DEBUG: View 2 : 0.546618852459 +2016-08-19 11:08:13,515 DEBUG: View 4 : 0.616179001721 +2016-08-19 11:08:16,025 DEBUG: Best view : MRNASeq +2016-08-19 11:08:16,195 DEBUG: Start: Iteration 620 +2016-08-19 11:08:16,463 DEBUG: View 0 : 0.412203687445 +2016-08-19 11:08:16,473 DEBUG: View 1 : 0.697071727375 +2016-08-19 11:08:16,737 DEBUG: View 3 : 0.589735772358 +2016-08-19 11:08:16,843 DEBUG: View 2 : 0.526397735315 +2016-08-19 11:08:17,110 DEBUG: View 4 : 0.485547992503 +2016-08-19 11:08:19,776 DEBUG: Best view : MiRNA__ +2016-08-19 11:08:20,005 DEBUG: Start: Iteration 621 +2016-08-19 11:08:20,306 DEBUG: View 0 : 0.54377340824 +2016-08-19 11:08:20,318 DEBUG: View 1 : 0.422306507052 +2016-08-19 11:08:20,602 DEBUG: View 3 : 0.488422352578 +2016-08-19 11:08:20,725 DEBUG: View 2 : 0.516773504274 +2016-08-19 11:08:21,023 DEBUG: View 4 : 0.557043650794 +2016-08-19 11:08:23,452 DEBUG: Best view : Methyl_ +2016-08-19 11:08:23,618 DEBUG: Start: Iteration 622 +2016-08-19 11:08:23,955 DEBUG: View 0 : 0.59763053971 +2016-08-19 11:08:23,965 DEBUG: View 1 : 0.618815789474 +2016-08-19 11:08:24,226 DEBUG: View 3 : 0.513868613139 +2016-08-19 11:08:24,328 DEBUG: View 2 : 0.497357723577 +2016-08-19 11:08:24,606 DEBUG: View 4 : 0.507820954255 +2016-08-19 11:08:27,091 DEBUG: Best view : MiRNA__ +2016-08-19 11:08:27,260 DEBUG: Start: Iteration 623 +2016-08-19 11:08:27,600 DEBUG: View 0 : 0.386138613861 +2016-08-19 11:08:27,607 DEBUG: View 1 : 0.553012365167 +2016-08-19 11:08:27,884 DEBUG: View 3 : 0.615519193167 +2016-08-19 11:08:27,991 DEBUG: View 2 : 0.570578326783 +2016-08-19 11:08:28,301 DEBUG: View 4 : 0.571695344805 +2016-08-19 11:08:30,924 DEBUG: Best view : MRNASeq +2016-08-19 11:08:31,095 DEBUG: Start: Iteration 624 +2016-08-19 11:08:31,413 DEBUG: View 0 : 0.540757381258 +2016-08-19 11:08:31,426 DEBUG: View 1 : 0.690162907268 +2016-08-19 11:08:31,703 DEBUG: View 3 : 0.513095238095 +2016-08-19 11:08:31,833 DEBUG: View 2 : 0.575373427673 +2016-08-19 11:08:32,099 DEBUG: View 4 : 0.568443443443 +2016-08-19 11:08:34,700 DEBUG: Best view : MiRNA__ +2016-08-19 11:08:34,864 DEBUG: Start: Iteration 625 +2016-08-19 11:08:35,135 DEBUG: View 0 : 0.770388588293 +2016-08-19 11:08:35,148 DEBUG: View 1 : 0.564085144928 +2016-08-19 11:08:35,416 DEBUG: View 3 : 0.569170348552 +2016-08-19 11:08:35,517 DEBUG: View 2 : 0.54485645933 +2016-08-19 11:08:35,793 DEBUG: View 4 : 0.559272727273 +2016-08-19 11:08:38,256 DEBUG: Best view : Methyl_ +2016-08-19 11:08:38,422 DEBUG: Start: Iteration 626 +2016-08-19 11:08:38,743 DEBUG: View 0 : 0.497692307692 +2016-08-19 11:08:38,756 DEBUG: View 1 : 0.666894781865 +2016-08-19 11:08:39,012 DEBUG: View 3 : 0.515547489413 +2016-08-19 11:08:39,110 DEBUG: View 2 : 0.507306070413 +2016-08-19 11:08:39,389 DEBUG: View 4 : 0.485771744595 +2016-08-19 11:08:41,704 DEBUG: Best view : MiRNA__ +2016-08-19 11:08:41,870 DEBUG: Start: Iteration 627 +2016-08-19 11:08:42,188 DEBUG: View 0 : 0.474077868852 +2016-08-19 11:08:42,200 DEBUG: View 1 : 0.817799889442 +2016-08-19 11:08:42,457 DEBUG: View 3 : 0.618912337662 +2016-08-19 11:08:42,559 DEBUG: View 2 : 0.514851485149 +2016-08-19 11:08:42,833 DEBUG: View 4 : 0.534372785259 +2016-08-19 11:08:45,285 DEBUG: Best view : MiRNA__ +2016-08-19 11:08:45,453 DEBUG: Start: Iteration 628 +2016-08-19 11:08:45,726 DEBUG: View 0 : 0.581087799543 +2016-08-19 11:08:45,738 DEBUG: View 1 : 0.66471886768 +2016-08-19 11:08:46,002 DEBUG: View 3 : 0.65686178062 +2016-08-19 11:08:46,106 DEBUG: View 2 : 0.4581406788 +2016-08-19 11:08:46,382 DEBUG: View 4 : 0.561181434599 +2016-08-19 11:08:48,802 DEBUG: Best view : Clinic_ +2016-08-19 11:08:48,968 DEBUG: Start: Iteration 629 +2016-08-19 11:08:49,232 DEBUG: View 0 : 0.521019245242 +2016-08-19 11:08:49,243 DEBUG: View 1 : 0.522416944415 +2016-08-19 11:08:49,502 DEBUG: View 3 : 0.545328992799 +2016-08-19 11:08:49,598 DEBUG: View 2 : 0.58 +2016-08-19 11:08:49,882 DEBUG: View 4 : 0.542759094029 +2016-08-19 11:08:52,327 DEBUG: Best view : RNASeq_ +2016-08-19 11:08:52,494 DEBUG: Start: Iteration 630 +2016-08-19 11:08:52,815 DEBUG: View 0 : 0.512503677552 +2016-08-19 11:08:52,829 DEBUG: View 1 : 0.746437346437 +2016-08-19 11:08:53,086 DEBUG: View 3 : 0.514960629921 +2016-08-19 11:08:53,187 DEBUG: View 2 : 0.604413006757 +2016-08-19 11:08:53,466 DEBUG: View 4 : 0.497782939189 +2016-08-19 11:08:55,824 DEBUG: Best view : MiRNA__ +2016-08-19 11:08:55,990 DEBUG: Start: Iteration 631 +2016-08-19 11:08:56,252 DEBUG: View 0 : 0.570487302677 +2016-08-19 11:08:56,264 DEBUG: View 1 : 0.8125 +2016-08-19 11:08:56,528 DEBUG: View 3 : 0.559272727273 +2016-08-19 11:08:56,664 DEBUG: View 2 : 0.544006510871 +2016-08-19 11:08:56,941 DEBUG: View 4 : 0.546016483516 +2016-08-19 11:08:59,356 DEBUG: Best view : Clinic_ +2016-08-19 11:08:59,524 DEBUG: Start: Iteration 632 +2016-08-19 11:08:59,791 DEBUG: View 0 : 0.543226381462 +2016-08-19 11:08:59,806 DEBUG: View 1 : 0.652527677738 +2016-08-19 11:09:00,066 DEBUG: View 3 : 0.690756823821 +2016-08-19 11:09:00,169 DEBUG: View 2 : 0.596361502347 +2016-08-19 11:09:00,441 DEBUG: View 4 : 0.533261381476 +2016-08-19 11:09:02,917 DEBUG: Best view : Clinic_ +2016-08-19 11:09:03,087 DEBUG: Start: Iteration 633 +2016-08-19 11:09:03,351 DEBUG: View 0 : 0.486590038314 +2016-08-19 11:09:03,362 DEBUG: View 1 : 0.563829787234 +2016-08-19 11:09:03,622 DEBUG: View 3 : 0.565446650124 +2016-08-19 11:09:03,722 DEBUG: View 2 : 0.50433506736 +2016-08-19 11:09:04,004 DEBUG: View 4 : 0.512051155927 +2016-08-19 11:09:06,444 DEBUG: Best view : Clinic_ +2016-08-19 11:09:06,613 DEBUG: Start: Iteration 634 +2016-08-19 11:09:06,875 DEBUG: View 0 : 0.577915681639 +2016-08-19 11:09:06,886 DEBUG: View 1 : 0.51900921659 +2016-08-19 11:09:07,144 DEBUG: View 3 : 0.552800734619 +2016-08-19 11:09:07,247 DEBUG: View 2 : 0.546682249059 +2016-08-19 11:09:07,524 DEBUG: View 4 : 0.527564102564 +2016-08-19 11:09:09,928 DEBUG: Best view : RNASeq_ +2016-08-19 11:09:10,097 DEBUG: Start: Iteration 635 +2016-08-19 11:09:10,362 DEBUG: View 0 : 0.51019374446 +2016-08-19 11:09:10,371 DEBUG: View 1 : 0.568137254902 +2016-08-19 11:09:10,630 DEBUG: View 3 : 0.61320754717 +2016-08-19 11:09:10,730 DEBUG: View 2 : 0.593718718719 +2016-08-19 11:09:11,004 DEBUG: View 4 : 0.589696223317 +2016-08-19 11:09:13,464 DEBUG: Best view : Clinic_ +2016-08-19 11:09:13,634 DEBUG: Start: Iteration 636 +2016-08-19 11:09:13,909 DEBUG: View 0 : 0.501674546887 +2016-08-19 11:09:13,921 DEBUG: View 1 : 0.651888341544 +2016-08-19 11:09:14,181 DEBUG: View 3 : 0.601694915254 +2016-08-19 11:09:14,285 DEBUG: View 2 : 0.569285208776 +2016-08-19 11:09:14,636 DEBUG: View 4 : 0.551795376291 +2016-08-19 11:09:17,066 DEBUG: Best view : Clinic_ +2016-08-19 11:09:17,236 DEBUG: Start: Iteration 637 +2016-08-19 11:09:17,531 DEBUG: View 0 : 0.593718718719 +2016-08-19 11:09:17,544 DEBUG: View 1 : 0.54611013986 +2016-08-19 11:09:17,806 DEBUG: View 3 : 0.701844262295 +2016-08-19 11:09:17,907 DEBUG: View 2 : 0.519604816301 +2016-08-19 11:09:18,245 DEBUG: View 4 : 0.550806451613 +2016-08-19 11:09:20,632 DEBUG: Best view : Clinic_ +2016-08-19 11:09:20,802 DEBUG: Start: Iteration 638 +2016-08-19 11:09:21,563 DEBUG: View 1 : 0.422306507052 +2016-08-19 11:09:21,578 DEBUG: View 0 : 0.492080994387 +2016-08-19 11:09:22,703 DEBUG: View 3 : 0.646398605209 +2016-08-19 11:09:22,819 DEBUG: View 2 : 0.483149606299 +2016-08-19 11:09:23,105 DEBUG: View 4 : 0.548678861789 +2016-08-19 11:09:25,500 DEBUG: Best view : Clinic_ +2016-08-19 11:09:25,669 DEBUG: Start: Iteration 639 +2016-08-19 11:09:25,934 DEBUG: View 0 : 0.507682249101 +2016-08-19 11:09:25,943 DEBUG: View 1 : 0.540757381258 +2016-08-19 11:09:26,215 DEBUG: View 3 : 0.673910825426 +2016-08-19 11:09:26,348 DEBUG: View 2 : 0.559272727273 +2016-08-19 11:09:26,634 DEBUG: View 4 : 0.551705350332 +2016-08-19 11:09:29,054 DEBUG: Best view : Clinic_ +2016-08-19 11:09:29,227 DEBUG: Start: Iteration 640 +2016-08-19 11:09:29,546 DEBUG: View 0 : 0.525455927052 +2016-08-19 11:09:29,558 DEBUG: View 1 : 0.42472410651 +2016-08-19 11:09:29,818 DEBUG: View 3 : 0.590029761905 +2016-08-19 11:09:29,942 DEBUG: View 2 : 0.550787280025 +2016-08-19 11:09:30,228 DEBUG: View 4 : 0.546706887883 +2016-08-19 11:09:32,717 DEBUG: Best view : Clinic_ +2016-08-19 11:09:32,890 DEBUG: Start: Iteration 641 +2016-08-19 11:09:33,142 DEBUG: View 0 : 0.784739454094 +2016-08-19 11:09:33,154 DEBUG: View 1 : 0.453694187507 +2016-08-19 11:09:33,413 DEBUG: View 3 : 0.50252667041 +2016-08-19 11:09:33,528 DEBUG: View 2 : 0.538730634683 +2016-08-19 11:09:33,806 DEBUG: View 4 : 0.517298701299 +2016-08-19 11:09:36,267 DEBUG: Best view : Methyl_ +2016-08-19 11:09:36,437 DEBUG: Start: Iteration 642 +2016-08-19 11:09:36,754 DEBUG: View 0 : 0.509604978355 +2016-08-19 11:09:36,768 DEBUG: View 1 : 0.536507936508 +2016-08-19 11:09:37,024 DEBUG: View 3 : 0.703064935065 +2016-08-19 11:09:37,126 DEBUG: View 2 : 0.511623325453 +2016-08-19 11:09:37,403 DEBUG: View 4 : 0.555805805806 +2016-08-19 11:09:39,820 DEBUG: Best view : Clinic_ +2016-08-19 11:09:40,002 DEBUG: Start: Iteration 643 +2016-08-19 11:09:40,310 DEBUG: View 0 : 0.606156274665 +2016-08-19 11:09:40,320 DEBUG: View 1 : 0.445195627158 +2016-08-19 11:09:40,580 DEBUG: View 3 : 0.703472222222 +2016-08-19 11:09:40,684 DEBUG: View 2 : 0.565007541478 +2016-08-19 11:09:40,971 DEBUG: View 4 : 0.565446650124 +2016-08-19 11:09:43,390 DEBUG: Best view : Clinic_ +2016-08-19 11:09:43,563 DEBUG: Start: Iteration 644 +2016-08-19 11:09:43,843 DEBUG: View 0 : 0.397901533495 +2016-08-19 11:09:43,854 DEBUG: View 1 : 0.650880081043 +2016-08-19 11:09:44,115 DEBUG: View 3 : 0.502205292702 +2016-08-19 11:09:44,217 DEBUG: View 2 : 0.567492152075 +2016-08-19 11:09:44,564 DEBUG: View 4 : 0.595195374801 +2016-08-19 11:09:46,991 DEBUG: Best view : MiRNA__ +2016-08-19 11:09:47,161 DEBUG: Start: Iteration 645 +2016-08-19 11:09:47,433 DEBUG: View 0 : 0.533899638194 +2016-08-19 11:09:47,445 DEBUG: View 1 : 0.65290259898 +2016-08-19 11:09:47,709 DEBUG: View 3 : 0.566210045662 +2016-08-19 11:09:47,812 DEBUG: View 2 : 0.508445777111 +2016-08-19 11:09:48,134 DEBUG: View 4 : 0.532364787112 +2016-08-19 11:09:50,590 DEBUG: Best view : MiRNA__ +2016-08-19 11:09:50,763 DEBUG: Start: Iteration 646 +2016-08-19 11:09:51,011 DEBUG: View 0 : 0.770408670578 +2016-08-19 11:09:51,022 DEBUG: View 1 : 0.412896825397 +2016-08-19 11:09:51,277 DEBUG: View 3 : 0.457239888855 +2016-08-19 11:09:51,378 DEBUG: View 2 : 0.537003968254 +2016-08-19 11:09:51,656 DEBUG: View 4 : 0.525417439703 +2016-08-19 11:09:54,148 DEBUG: Best view : Methyl_ +2016-08-19 11:09:54,319 DEBUG: Start: Iteration 647 +2016-08-19 11:09:54,612 DEBUG: View 0 : 0.583943931188 +2016-08-19 11:09:54,624 DEBUG: View 1 : 0.746437346437 +2016-08-19 11:09:54,887 DEBUG: View 3 : 0.556964056483 +2016-08-19 11:09:54,984 DEBUG: View 2 : 0.500691699605 +2016-08-19 11:09:55,262 DEBUG: View 4 : 0.558943089431 +2016-08-19 11:09:57,655 DEBUG: Best view : MiRNA__ +2016-08-19 11:09:57,825 DEBUG: Start: Iteration 648 +2016-08-19 11:09:58,066 DEBUG: View 0 : 0.564258658009 +2016-08-19 11:09:58,076 DEBUG: View 1 : 0.8125 +2016-08-19 11:09:58,335 DEBUG: View 3 : 0.488422352578 +2016-08-19 11:09:58,435 DEBUG: View 2 : 0.572139303483 +2016-08-19 11:09:58,712 DEBUG: View 4 : 0.525210555867 +2016-08-19 11:10:01,202 DEBUG: Best view : RNASeq_ +2016-08-19 11:10:01,372 DEBUG: Start: Iteration 649 +2016-08-19 11:10:01,664 DEBUG: View 0 : 0.453694187507 +2016-08-19 11:10:01,677 DEBUG: View 1 : 0.419093296791 +2016-08-19 11:10:01,933 DEBUG: View 3 : 0.619057377049 +2016-08-19 11:10:02,037 DEBUG: View 2 : 0.545753588517 +2016-08-19 11:10:02,317 DEBUG: View 4 : 0.525564304462 +2016-08-19 11:10:04,731 DEBUG: Best view : Clinic_ +2016-08-19 11:10:04,903 DEBUG: Start: Iteration 650 +2016-08-19 11:10:05,198 DEBUG: View 0 : 0.384615384615 +2016-08-19 11:10:05,211 DEBUG: View 1 : 0.581081081081 +2016-08-19 11:10:05,467 DEBUG: View 3 : 0.552368421053 +2016-08-19 11:10:05,570 DEBUG: View 2 : 0.523351648352 +2016-08-19 11:10:05,843 DEBUG: View 4 : 0.589186351706 +2016-08-19 11:10:08,311 DEBUG: Best view : MRNASeq +2016-08-19 11:10:08,484 DEBUG: Start: Iteration 651 +2016-08-19 11:10:08,721 DEBUG: View 0 : 0.601635652483 +2016-08-19 11:10:08,734 DEBUG: View 1 : 0.534788676236 +2016-08-19 11:10:08,991 DEBUG: View 3 : 0.497035228462 +2016-08-19 11:10:09,091 DEBUG: View 2 : 0.457718894009 +2016-08-19 11:10:09,374 DEBUG: View 4 : 0.551705350332 +2016-08-19 11:10:11,835 DEBUG: Best view : MRNASeq +2016-08-19 11:10:12,008 DEBUG: Start: Iteration 652 +2016-08-19 11:10:12,291 DEBUG: View 0 : 0.534130816506 +2016-08-19 11:10:12,304 DEBUG: View 1 : 0.419466403162 +2016-08-19 11:10:12,558 DEBUG: View 3 : 0.528635682159 +2016-08-19 11:10:12,660 DEBUG: View 2 : 0.527792207792 +2016-08-19 11:10:12,936 DEBUG: View 4 : 0.503075396825 +2016-08-19 11:10:15,376 DEBUG: Best view : Clinic_ +2016-08-19 11:10:15,548 DEBUG: Start: Iteration 653 +2016-08-19 11:10:15,838 DEBUG: View 0 : 0.5625 +2016-08-19 11:10:15,851 DEBUG: View 1 : 0.421960784314 +2016-08-19 11:10:16,106 DEBUG: View 3 : 0.540699575025 +2016-08-19 11:10:16,210 DEBUG: View 2 : 0.495192307692 +2016-08-19 11:10:16,487 DEBUG: View 4 : 0.600636523266 +2016-08-19 11:10:18,921 DEBUG: Best view : MRNASeq +2016-08-19 11:10:19,093 DEBUG: Start: Iteration 654 +2016-08-19 11:10:19,329 DEBUG: View 0 : 0.522453889334 +2016-08-19 11:10:19,339 DEBUG: View 1 : 0.553012365167 +2016-08-19 11:10:19,604 DEBUG: View 3 : 0.475615887381 +2016-08-19 11:10:19,713 DEBUG: View 2 : 0.559510788506 +2016-08-19 11:10:19,994 DEBUG: View 4 : 0.55750122971 +2016-08-19 11:10:22,526 DEBUG: Best view : MiRNA__ +2016-08-19 11:10:22,698 DEBUG: Start: Iteration 655 +2016-08-19 11:10:22,998 DEBUG: View 0 : 0.586863398382 +2016-08-19 11:10:23,009 DEBUG: View 1 : 0.598534798535 +2016-08-19 11:10:23,273 DEBUG: View 3 : 0.550959530675 +2016-08-19 11:10:23,372 DEBUG: View 2 : 0.566210045662 +2016-08-19 11:10:23,656 DEBUG: View 4 : 0.514960629921 +2016-08-19 11:10:26,090 DEBUG: Best view : RNASeq_ +2016-08-19 11:10:26,264 DEBUG: Start: Iteration 656 +2016-08-19 11:10:26,566 DEBUG: View 0 : 0.458640621886 +2016-08-19 11:10:26,576 DEBUG: View 1 : 0.454704704705 +2016-08-19 11:10:26,833 DEBUG: View 3 : 0.594160007892 +2016-08-19 11:10:26,935 DEBUG: View 2 : 0.517836593786 +2016-08-19 11:10:27,217 DEBUG: View 4 : 0.50548245614 +2016-08-19 11:10:29,713 DEBUG: Best view : Clinic_ +2016-08-19 11:10:29,895 DEBUG: Start: Iteration 657 +2016-08-19 11:10:30,200 DEBUG: View 0 : 0.526397735315 +2016-08-19 11:10:30,211 DEBUG: View 1 : 0.700268817204 +2016-08-19 11:10:30,468 DEBUG: View 3 : 0.576923076923 +2016-08-19 11:10:30,570 DEBUG: View 2 : 0.55918972332 +2016-08-19 11:10:30,851 DEBUG: View 4 : 0.530874018097 +2016-08-19 11:10:33,328 DEBUG: Best view : MiRNA__ +2016-08-19 11:10:33,508 DEBUG: Start: Iteration 658 +2016-08-19 11:10:33,757 DEBUG: View 0 : 0.510160197828 +2016-08-19 11:10:33,769 DEBUG: View 1 : 0.730583589294 +2016-08-19 11:10:34,026 DEBUG: View 3 : 0.633058176101 +2016-08-19 11:10:34,122 DEBUG: View 2 : 0.515550239234 +2016-08-19 11:10:34,402 DEBUG: View 4 : 0.573506289308 +2016-08-19 11:10:36,924 DEBUG: Best view : MiRNA__ +2016-08-19 11:10:37,095 DEBUG: Start: Iteration 659 +2016-08-19 11:10:37,326 DEBUG: View 0 : 0.422058823529 +2016-08-19 11:10:37,337 DEBUG: View 1 : 0.651754385965 +2016-08-19 11:10:37,596 DEBUG: View 3 : 0.567018602313 +2016-08-19 11:10:37,699 DEBUG: View 2 : 0.499851190476 +2016-08-19 11:10:37,979 DEBUG: View 4 : 0.588868723533 +2016-08-19 11:10:40,457 DEBUG: Best view : MRNASeq +2016-08-19 11:10:40,630 DEBUG: Start: Iteration 660 +2016-08-19 11:10:40,856 DEBUG: View 0 : 0.52750410509 +2016-08-19 11:10:40,869 DEBUG: View 1 : 0.656468531469 +2016-08-19 11:10:41,126 DEBUG: View 3 : 0.55750122971 +2016-08-19 11:10:41,226 DEBUG: View 2 : 0.519587628866 +2016-08-19 11:10:41,503 DEBUG: View 4 : 0.545328992799 +2016-08-19 11:10:44,022 DEBUG: Best view : MiRNA__ +2016-08-19 11:10:44,194 DEBUG: Start: Iteration 661 +2016-08-19 11:10:44,484 DEBUG: View 0 : 0.49362244898 +2016-08-19 11:10:44,495 DEBUG: View 1 : 0.822322212467 +2016-08-19 11:10:44,753 DEBUG: View 3 : 0.637785942871 +2016-08-19 11:10:44,855 DEBUG: View 2 : 0.540784313725 +2016-08-19 11:10:45,127 DEBUG: View 4 : 0.47182821119 +2016-08-19 11:10:47,598 DEBUG: Best view : MiRNA__ +2016-08-19 11:10:47,771 DEBUG: Start: Iteration 662 +2016-08-19 11:10:48,060 DEBUG: View 0 : 0.526440410418 +2016-08-19 11:10:48,072 DEBUG: View 1 : 0.580097785447 +2016-08-19 11:10:48,327 DEBUG: View 3 : 0.618815789474 +2016-08-19 11:10:48,428 DEBUG: View 2 : 0.589154411765 +2016-08-19 11:10:48,704 DEBUG: View 4 : 0.52017756255 +2016-08-19 11:10:51,165 DEBUG: Best view : Clinic_ +2016-08-19 11:10:51,340 DEBUG: Start: Iteration 663 +2016-08-19 11:10:51,631 DEBUG: View 0 : 0.403119868637 +2016-08-19 11:10:51,644 DEBUG: View 1 : 0.580363953362 +2016-08-19 11:10:51,901 DEBUG: View 3 : 0.520078546883 +2016-08-19 11:10:52,001 DEBUG: View 2 : 0.520721925134 +2016-08-19 11:10:52,282 DEBUG: View 4 : 0.546618852459 +2016-08-19 11:10:54,754 DEBUG: Best view : MRNASeq +2016-08-19 11:10:54,929 DEBUG: Start: Iteration 664 +2016-08-19 11:10:55,174 DEBUG: View 0 : 0.375320512821 +2016-08-19 11:10:55,188 DEBUG: View 1 : 0.814070351759 +2016-08-19 11:10:55,443 DEBUG: View 3 : 0.531367731368 +2016-08-19 11:10:55,544 DEBUG: View 2 : 0.551097972973 +2016-08-19 11:10:55,820 DEBUG: View 4 : 0.51019374446 +2016-08-19 11:10:58,351 DEBUG: Best view : Clinic_ +2016-08-19 11:10:58,525 DEBUG: Start: Iteration 665 +2016-08-19 11:10:58,811 DEBUG: View 0 : 0.487948844073 +2016-08-19 11:10:58,823 DEBUG: View 1 : 0.584045584046 +2016-08-19 11:10:59,080 DEBUG: View 3 : 0.56310580553 +2016-08-19 11:10:59,179 DEBUG: View 2 : 0.542502088555 +2016-08-19 11:10:59,463 DEBUG: View 4 : 0.587941176471 +2016-08-19 11:11:01,974 DEBUG: Best view : MRNASeq +2016-08-19 11:11:02,153 DEBUG: Start: Iteration 666 +2016-08-19 11:11:02,403 DEBUG: View 0 : 0.605897435897 +2016-08-19 11:11:02,415 DEBUG: View 1 : 0.595195374801 +2016-08-19 11:11:02,694 DEBUG: View 3 : 0.571695344805 +2016-08-19 11:11:02,791 DEBUG: View 2 : 0.485771744595 +2016-08-19 11:11:03,079 DEBUG: View 4 : 0.567979002625 +2016-08-19 11:11:05,583 DEBUG: Best view : Methyl_ +2016-08-19 11:11:05,764 DEBUG: Start: Iteration 667 +2016-08-19 11:11:06,006 DEBUG: View 0 : 0.427310654685 +2016-08-19 11:11:06,018 DEBUG: View 1 : 0.474561403509 +2016-08-19 11:11:06,274 DEBUG: View 3 : 0.566210045662 +2016-08-19 11:11:06,375 DEBUG: View 2 : 0.557659208262 +2016-08-19 11:11:06,656 DEBUG: View 4 : 0.534372785259 +2016-08-19 11:11:09,191 DEBUG: Best view : Clinic_ +2016-08-19 11:11:09,372 DEBUG: Start: Iteration 668 +2016-08-19 11:11:09,677 DEBUG: View 0 : 0.406184210526 +2016-08-19 11:11:09,687 DEBUG: View 1 : 0.820512820513 +2016-08-19 11:11:09,943 DEBUG: View 3 : 0.617647058824 +2016-08-19 11:11:10,041 DEBUG: View 2 : 0.523676592225 +2016-08-19 11:11:10,323 DEBUG: View 4 : 0.553655660377 +2016-08-19 11:11:12,831 DEBUG: Best view : Clinic_ +2016-08-19 11:11:13,012 DEBUG: Start: Iteration 669 +2016-08-19 11:11:13,250 DEBUG: View 0 : 0.38 +2016-08-19 11:11:13,260 DEBUG: View 1 : 0.810945273632 +2016-08-19 11:11:13,520 DEBUG: View 3 : 0.586931746233 +2016-08-19 11:11:13,621 DEBUG: View 2 : 0.575520833333 +2016-08-19 11:11:13,897 DEBUG: View 4 : 0.536552498596 +2016-08-19 11:11:16,440 DEBUG: Best view : Clinic_ +2016-08-19 11:11:16,624 DEBUG: Start: Iteration 670 +2016-08-19 11:11:16,928 DEBUG: View 0 : 0.617117560256 +2016-08-19 11:11:16,938 DEBUG: View 1 : 0.564258658009 +2016-08-19 11:11:17,193 DEBUG: View 3 : 0.525210555867 +2016-08-19 11:11:17,293 DEBUG: View 2 : 0.52183908046 +2016-08-19 11:11:17,573 DEBUG: View 4 : 0.479347826087 +2016-08-19 11:11:20,060 DEBUG: Best view : Methyl_ +2016-08-19 11:11:20,239 DEBUG: Start: Iteration 671 +2016-08-19 11:11:20,484 DEBUG: View 0 : 0.628745777487 +2016-08-19 11:11:20,495 DEBUG: View 1 : 0.54611013986 +2016-08-19 11:11:20,752 DEBUG: View 3 : 0.563596491228 +2016-08-19 11:11:20,854 DEBUG: View 2 : 0.594021018263 +2016-08-19 11:11:21,130 DEBUG: View 4 : 0.514960629921 +2016-08-19 11:11:23,660 DEBUG: Best view : Methyl_ +2016-08-19 11:11:23,841 DEBUG: Start: Iteration 672 +2016-08-19 11:11:24,072 DEBUG: View 0 : 0.5625 +2016-08-19 11:11:24,083 DEBUG: View 1 : 0.669068504595 +2016-08-19 11:11:24,339 DEBUG: View 3 : 0.585319255907 +2016-08-19 11:11:24,440 DEBUG: View 2 : 0.476456925676 +2016-08-19 11:11:24,719 DEBUG: View 4 : 0.523046532046 +2016-08-19 11:11:27,301 DEBUG: Best view : MiRNA__ +2016-08-19 11:11:27,478 DEBUG: Start: Iteration 673 +2016-08-19 11:11:27,724 DEBUG: View 1 : 0.482161905891 +2016-08-19 11:11:27,744 DEBUG: View 0 : 0.49451754386 +2016-08-19 11:11:27,989 DEBUG: View 3 : 0.525234741784 +2016-08-19 11:11:28,090 DEBUG: View 2 : 0.571315996848 +2016-08-19 11:11:28,371 DEBUG: View 4 : 0.542495663708 +2016-08-19 11:11:30,958 DEBUG: Best view : RNASeq_ +2016-08-19 11:11:31,141 DEBUG: Start: Iteration 674 +2016-08-19 11:11:31,390 DEBUG: View 0 : 0.521586345382 +2016-08-19 11:11:31,402 DEBUG: View 1 : 0.629160530191 +2016-08-19 11:11:31,667 DEBUG: View 3 : 0.530367231638 +2016-08-19 11:11:31,768 DEBUG: View 2 : 0.562442396313 +2016-08-19 11:11:32,055 DEBUG: View 4 : 0.489837997054 +2016-08-19 11:11:34,621 DEBUG: Best view : MiRNA__ +2016-08-19 11:11:34,803 DEBUG: Start: Iteration 675 +2016-08-19 11:11:35,096 DEBUG: View 0 : 0.492617617618 +2016-08-19 11:11:35,108 DEBUG: View 1 : 0.662596662597 +2016-08-19 11:11:35,363 DEBUG: View 3 : 0.701844262295 +2016-08-19 11:11:35,462 DEBUG: View 2 : 0.518342391304 +2016-08-19 11:11:35,744 DEBUG: View 4 : 0.581264775414 +2016-08-19 11:11:38,343 DEBUG: Best view : Clinic_ +2016-08-19 11:11:38,527 DEBUG: Start: Iteration 676 +2016-08-19 11:11:38,781 DEBUG: View 0 : 0.490970309152 +2016-08-19 11:11:38,793 DEBUG: View 1 : 0.810945273632 +2016-08-19 11:11:39,061 DEBUG: View 3 : 0.547565174619 +2016-08-19 11:11:39,175 DEBUG: View 2 : 0.517298701299 +2016-08-19 11:11:39,453 DEBUG: View 4 : 0.599142968446 +2016-08-19 11:11:41,983 DEBUG: Best view : MRNASeq +2016-08-19 11:11:42,179 DEBUG: Start: Iteration 677 +2016-08-19 11:11:42,469 DEBUG: View 0 : 0.584196507843 +2016-08-19 11:11:42,480 DEBUG: View 1 : 0.765687967761 +2016-08-19 11:11:42,737 DEBUG: View 3 : 0.530046224961 +2016-08-19 11:11:42,836 DEBUG: View 2 : 0.54485645933 +2016-08-19 11:11:43,112 DEBUG: View 4 : 0.517298701299 +2016-08-19 11:11:45,623 DEBUG: Best view : MiRNA__ +2016-08-19 11:11:45,803 DEBUG: Start: Iteration 678 +2016-08-19 11:11:46,105 DEBUG: View 0 : 0.601679790026 +2016-08-19 11:11:46,116 DEBUG: View 1 : 0.450463821892 +2016-08-19 11:11:46,371 DEBUG: View 3 : 0.576935329723 +2016-08-19 11:11:46,473 DEBUG: View 2 : 0.577174459527 +2016-08-19 11:11:46,752 DEBUG: View 4 : 0.543730345912 +2016-08-19 11:11:49,304 DEBUG: Best view : Clinic_ +2016-08-19 11:11:49,502 DEBUG: Start: Iteration 679 +2016-08-19 11:11:49,793 DEBUG: View 0 : 0.4875 +2016-08-19 11:11:49,803 DEBUG: View 1 : 0.727618082816 +2016-08-19 11:11:50,059 DEBUG: View 3 : 0.597350230415 +2016-08-19 11:11:50,162 DEBUG: View 2 : 0.559236384054 +2016-08-19 11:11:50,450 DEBUG: View 4 : 0.503695454085 +2016-08-19 11:11:52,984 DEBUG: Best view : MiRNA__ +2016-08-19 11:11:53,167 DEBUG: Start: Iteration 680 +2016-08-19 11:11:53,415 DEBUG: View 0 : 0.422084318361 +2016-08-19 11:11:53,427 DEBUG: View 1 : 0.584045584046 +2016-08-19 11:11:53,684 DEBUG: View 3 : 0.552826784282 +2016-08-19 11:11:53,784 DEBUG: View 2 : 0.541213768116 +2016-08-19 11:11:54,064 DEBUG: View 4 : 0.573214285714 +2016-08-19 11:11:56,647 DEBUG: Best view : Clinic_ +2016-08-19 11:11:56,828 DEBUG: Start: Iteration 681 +2016-08-19 11:11:57,123 DEBUG: View 0 : 0.589660493827 +2016-08-19 11:11:57,136 DEBUG: View 1 : 0.618181818182 +2016-08-19 11:11:57,389 DEBUG: View 3 : 0.534653465347 +2016-08-19 11:11:57,493 DEBUG: View 2 : 0.539229249012 +2016-08-19 11:11:57,767 DEBUG: View 4 : 0.561367218282 +2016-08-19 11:12:00,354 DEBUG: Best view : Methyl_ +2016-08-19 11:12:00,539 DEBUG: Start: Iteration 682 +2016-08-19 11:12:00,837 DEBUG: View 0 : 0.516307352128 +2016-08-19 11:12:00,844 DEBUG: View 1 : 0.684551886792 +2016-08-19 11:12:01,100 DEBUG: View 3 : 0.546925566343 +2016-08-19 11:12:01,203 DEBUG: View 2 : 0.503118503119 +2016-08-19 11:12:01,478 DEBUG: View 4 : 0.494859038143 +2016-08-19 11:12:04,004 DEBUG: Best view : MiRNA__ +2016-08-19 11:12:04,185 DEBUG: Start: Iteration 683 +2016-08-19 11:12:04,437 DEBUG: View 0 : 0.402415270744 +2016-08-19 11:12:04,449 DEBUG: View 1 : 0.757087628866 +2016-08-19 11:12:04,717 DEBUG: View 3 : 0.618753068238 +2016-08-19 11:12:04,843 DEBUG: View 2 : 0.512329591018 +2016-08-19 11:12:05,130 DEBUG: View 4 : 0.538285714286 +2016-08-19 11:12:07,697 DEBUG: Best view : Clinic_ +2016-08-19 11:12:07,879 DEBUG: Start: Iteration 684 +2016-08-19 11:12:08,177 DEBUG: View 0 : 0.519035280048 +2016-08-19 11:12:08,189 DEBUG: View 1 : 0.564516129032 +2016-08-19 11:12:08,445 DEBUG: View 3 : 0.496311688312 +2016-08-19 11:12:08,547 DEBUG: View 2 : 0.563596491228 +2016-08-19 11:12:08,824 DEBUG: View 4 : 0.51019374446 +2016-08-19 11:12:11,349 DEBUG: Best view : RNASeq_ +2016-08-19 11:12:11,536 DEBUG: Start: Iteration 685 +2016-08-19 11:12:11,833 DEBUG: View 0 : 0.546892980437 +2016-08-19 11:12:11,846 DEBUG: View 1 : 0.651754385965 +2016-08-19 11:12:12,110 DEBUG: View 3 : 0.638232271326 +2016-08-19 11:12:12,209 DEBUG: View 2 : 0.572912608752 +2016-08-19 11:12:12,495 DEBUG: View 4 : 0.541213768116 +2016-08-19 11:12:15,152 DEBUG: Best view : Clinic_ +2016-08-19 11:12:15,333 DEBUG: Start: Iteration 686 +2016-08-19 11:12:15,625 DEBUG: View 0 : 0.584351407001 +2016-08-19 11:12:15,636 DEBUG: View 1 : 0.421960784314 +2016-08-19 11:12:15,894 DEBUG: View 3 : 0.697301024429 +2016-08-19 11:12:15,996 DEBUG: View 2 : 0.605526315789 +2016-08-19 11:12:16,272 DEBUG: View 4 : 0.583305693753 +2016-08-19 11:12:18,864 DEBUG: Best view : Clinic_ +2016-08-19 11:12:19,054 DEBUG: Start: Iteration 687 +2016-08-19 11:12:19,360 DEBUG: View 0 : 0.54384077461 +2016-08-19 11:12:19,372 DEBUG: View 1 : 0.712460691824 +2016-08-19 11:12:19,636 DEBUG: View 3 : 0.542760111145 +2016-08-19 11:12:19,742 DEBUG: View 2 : 0.56271112564 +2016-08-19 11:12:20,026 DEBUG: View 4 : 0.480407773176 +2016-08-19 11:12:22,677 DEBUG: Best view : MiRNA__ +2016-08-19 11:12:22,859 DEBUG: Start: Iteration 688 +2016-08-19 11:12:23,109 DEBUG: View 0 : 0.467221135029 +2016-08-19 11:12:23,121 DEBUG: View 1 : 0.637373737374 +2016-08-19 11:12:23,976 DEBUG: View 3 : 0.654927493341 +2016-08-19 11:12:24,090 DEBUG: View 2 : 0.549828178694 +2016-08-19 11:12:25,395 DEBUG: View 4 : 0.520721925134 +2016-08-19 11:12:27,991 DEBUG: Best view : Clinic_ +2016-08-19 11:12:28,173 DEBUG: Start: Iteration 689 +2016-08-19 11:12:28,469 DEBUG: View 1 : 0.575059808612 +2016-08-19 11:12:28,538 DEBUG: View 0 : 0.49362244898 +2016-08-19 11:12:28,708 DEBUG: View 3 : 0.612172682236 +2016-08-19 11:12:28,810 DEBUG: View 2 : 0.478400222965 +2016-08-19 11:12:29,140 DEBUG: View 4 : 0.541153846154 +2016-08-19 11:12:31,739 DEBUG: Best view : Clinic_ +2016-08-19 11:12:31,923 DEBUG: Start: Iteration 690 +2016-08-19 11:12:32,175 DEBUG: View 0 : 0.602203647416 +2016-08-19 11:12:32,182 DEBUG: View 1 : 0.70754173863 +2016-08-19 11:12:32,441 DEBUG: View 3 : 0.546682249059 +2016-08-19 11:12:32,543 DEBUG: View 2 : 0.544006510871 +2016-08-19 11:12:32,887 DEBUG: View 4 : 0.568085417581 +2016-08-19 11:12:35,421 DEBUG: Best view : MRNASeq +2016-08-19 11:12:35,607 DEBUG: Start: Iteration 691 +2016-08-19 11:12:35,907 DEBUG: View 0 : 0.50946969697 +2016-08-19 11:12:35,918 DEBUG: View 1 : 0.573023770039 +2016-08-19 11:12:36,175 DEBUG: View 3 : 0.502642276423 +2016-08-19 11:12:36,276 DEBUG: View 2 : 0.59097779328 +2016-08-19 11:12:36,549 DEBUG: View 4 : 0.550959530675 +2016-08-19 11:12:39,114 DEBUG: Best view : RNASeq_ +2016-08-19 11:12:39,302 DEBUG: Start: Iteration 692 +2016-08-19 11:12:39,588 DEBUG: View 0 : 0.488376674547 +2016-08-19 11:12:39,601 DEBUG: View 1 : 0.536507936508 +2016-08-19 11:12:39,855 DEBUG: View 3 : 0.581517094017 +2016-08-19 11:12:39,956 DEBUG: View 2 : 0.501275380063 +2016-08-19 11:12:40,231 DEBUG: View 4 : 0.527564102564 +2016-08-19 11:12:42,806 DEBUG: Best view : Clinic_ +2016-08-19 11:12:42,992 DEBUG: Start: Iteration 693 +2016-08-19 11:12:43,220 DEBUG: View 0 : 0.5125 +2016-08-19 11:12:43,233 DEBUG: View 1 : 0.536507936508 +2016-08-19 11:12:43,490 DEBUG: View 3 : 0.622518610422 +2016-08-19 11:12:43,592 DEBUG: View 2 : 0.608215962441 +2016-08-19 11:12:43,875 DEBUG: View 4 : 0.446082949309 +2016-08-19 11:12:46,662 DEBUG: Best view : RNASeq_ +2016-08-19 11:12:46,851 DEBUG: Start: Iteration 694 +2016-08-19 11:12:47,178 DEBUG: View 0 : 0.454459650779 +2016-08-19 11:12:47,192 DEBUG: View 1 : 0.626932989691 +2016-08-19 11:12:47,447 DEBUG: View 3 : 0.529910714286 +2016-08-19 11:12:47,548 DEBUG: View 2 : 0.538540295451 +2016-08-19 11:12:47,836 DEBUG: View 4 : 0.514960629921 +2016-08-19 11:12:50,488 DEBUG: Best view : Clinic_ +2016-08-19 11:12:50,669 DEBUG: Start: Iteration 695 +2016-08-19 11:12:50,952 DEBUG: View 0 : 0.457823426573 +2016-08-19 11:12:50,964 DEBUG: View 1 : 0.644891122278 +2016-08-19 11:12:51,224 DEBUG: View 3 : 0.597843137255 +2016-08-19 11:12:51,323 DEBUG: View 2 : 0.534372785259 +2016-08-19 11:12:51,602 DEBUG: View 4 : 0.513117513118 +2016-08-19 11:12:54,228 DEBUG: Best view : Clinic_ +2016-08-19 11:12:54,424 DEBUG: Start: Iteration 696 +2016-08-19 11:12:54,743 DEBUG: View 0 : 0.603837745932 +2016-08-19 11:12:54,755 DEBUG: View 1 : 0.678801843318 +2016-08-19 11:12:55,019 DEBUG: View 3 : 0.547023809524 +2016-08-19 11:12:55,159 DEBUG: View 2 : 0.447577276525 +2016-08-19 11:12:55,450 DEBUG: View 4 : 0.540699575025 +2016-08-19 11:12:58,140 DEBUG: Best view : MiRNA__ +2016-08-19 11:12:58,321 DEBUG: Start: Iteration 697 +2016-08-19 11:12:58,576 DEBUG: View 0 : 0.563157894737 +2016-08-19 11:12:58,588 DEBUG: View 1 : 0.810945273632 +2016-08-19 11:12:58,870 DEBUG: View 3 : 0.695498676081 +2016-08-19 11:12:58,976 DEBUG: View 2 : 0.546771653543 +2016-08-19 11:12:59,248 DEBUG: View 4 : 0.513921231143 +2016-08-19 11:13:01,899 DEBUG: Best view : Clinic_ +2016-08-19 11:13:02,083 DEBUG: Start: Iteration 698 +2016-08-19 11:13:02,377 DEBUG: View 0 : 0.492953695715 +2016-08-19 11:13:02,389 DEBUG: View 1 : 0.677435025504 +2016-08-19 11:13:02,656 DEBUG: View 3 : 0.656906906907 +2016-08-19 11:13:02,758 DEBUG: View 2 : 0.540916774386 +2016-08-19 11:13:03,034 DEBUG: View 4 : 0.495719178082 +2016-08-19 11:13:05,659 DEBUG: Best view : Clinic_ +2016-08-19 11:13:05,843 DEBUG: Start: Iteration 699 +2016-08-19 11:13:06,069 DEBUG: View 0 : 0.257799145299 +2016-08-19 11:13:06,081 DEBUG: View 1 : 0.463831967213 +2016-08-19 11:13:06,344 DEBUG: View 3 : 0.579150197628 +2016-08-19 11:13:06,461 DEBUG: View 2 : 0.575386518244 +2016-08-19 11:13:06,738 DEBUG: View 4 : 0.489608555287 +2016-08-19 11:13:09,422 DEBUG: Best view : RNASeq_ +2016-08-19 11:13:09,616 DEBUG: Start: Iteration 700 +2016-08-19 11:13:09,948 DEBUG: View 0 : 0.5277676951 +2016-08-19 11:13:09,960 DEBUG: View 1 : 0.625152625153 +2016-08-19 11:13:10,217 DEBUG: View 3 : 0.559797428905 +2016-08-19 11:13:10,317 DEBUG: View 2 : 0.518540729635 +2016-08-19 11:13:10,597 DEBUG: View 4 : 0.497782939189 +2016-08-19 11:13:13,255 DEBUG: Best view : Clinic_ +2016-08-19 11:13:13,453 DEBUG: Start: Iteration 701 +2016-08-19 11:13:13,765 DEBUG: View 0 : 0.565050116432 +2016-08-19 11:13:13,777 DEBUG: View 1 : 0.672759433962 +2016-08-19 11:13:14,037 DEBUG: View 3 : 0.597876857749 +2016-08-19 11:13:14,136 DEBUG: View 2 : 0.519334761759 +2016-08-19 11:13:14,412 DEBUG: View 4 : 0.530770782889 +2016-08-19 11:13:17,022 DEBUG: Best view : MiRNA__ +2016-08-19 11:13:17,210 DEBUG: Start: Iteration 702 +2016-08-19 11:13:17,496 DEBUG: View 0 : 0.518859649123 +2016-08-19 11:13:17,508 DEBUG: View 1 : 0.730567226891 +2016-08-19 11:13:17,763 DEBUG: View 3 : 0.615946097698 +2016-08-19 11:13:17,863 DEBUG: View 2 : 0.545963229416 +2016-08-19 11:13:18,141 DEBUG: View 4 : 0.581563630643 +2016-08-19 11:13:20,820 DEBUG: Best view : MiRNA__ +2016-08-19 11:13:21,015 DEBUG: Start: Iteration 703 +2016-08-19 11:13:21,316 DEBUG: View 0 : 0.541469661151 +2016-08-19 11:13:21,326 DEBUG: View 1 : 0.638193845269 +2016-08-19 11:13:21,593 DEBUG: View 3 : 0.425742574257 +2016-08-19 11:13:21,684 DEBUG: View 2 : 0.567018602313 +2016-08-19 11:13:21,961 DEBUG: View 4 : 0.512329591018 +2016-08-19 11:13:24,653 DEBUG: Best view : MiRNA__ +2016-08-19 11:13:24,855 DEBUG: Start: Iteration 704 +2016-08-19 11:13:25,154 DEBUG: View 0 : 0.784739454094 +2016-08-19 11:13:25,164 DEBUG: View 1 : 0.748188405797 +2016-08-19 11:13:25,420 DEBUG: View 3 : 0.500245459008 +2016-08-19 11:13:25,517 DEBUG: View 2 : 0.518075145194 +2016-08-19 11:13:25,799 DEBUG: View 4 : 0.540556900726 +2016-08-19 11:13:28,436 DEBUG: Best view : Methyl_ +2016-08-19 11:13:28,636 DEBUG: Start: Iteration 705 +2016-08-19 11:13:28,878 DEBUG: View 0 : 0.527368421053 +2016-08-19 11:13:28,891 DEBUG: View 1 : 0.647108843537 +2016-08-19 11:13:29,150 DEBUG: View 3 : 0.540784313725 +2016-08-19 11:13:29,250 DEBUG: View 2 : 0.553049289891 +2016-08-19 11:13:29,530 DEBUG: View 4 : 0.516287284144 +2016-08-19 11:13:32,306 DEBUG: Best view : MiRNA__ +2016-08-19 11:13:32,506 DEBUG: Start: Iteration 706 +2016-08-19 11:13:32,751 DEBUG: View 0 : 0.755532467532 +2016-08-19 11:13:32,763 DEBUG: View 1 : 0.412339386216 +2016-08-19 11:13:33,019 DEBUG: View 3 : 0.542017304729 +2016-08-19 11:13:33,120 DEBUG: View 2 : 0.573506289308 +2016-08-19 11:13:33,398 DEBUG: View 4 : 0.530367231638 +2016-08-19 11:13:36,108 DEBUG: Best view : Methyl_ +2016-08-19 11:13:36,302 DEBUG: Start: Iteration 707 +2016-08-19 11:13:36,628 DEBUG: View 0 : 0.490711462451 +2016-08-19 11:13:36,640 DEBUG: View 1 : 0.586931746233 +2016-08-19 11:13:36,895 DEBUG: View 3 : 0.618815789474 +2016-08-19 11:13:36,995 DEBUG: View 2 : 0.54039312545 +2016-08-19 11:13:37,265 DEBUG: View 4 : 0.597775876818 +2016-08-19 11:13:40,002 DEBUG: Best view : Clinic_ +2016-08-19 11:13:40,200 DEBUG: Start: Iteration 708 +2016-08-19 11:13:40,509 DEBUG: View 0 : 0.424043062201 +2016-08-19 11:13:40,519 DEBUG: View 1 : 0.569993950393 +2016-08-19 11:13:40,776 DEBUG: View 3 : 0.559147509579 +2016-08-19 11:13:40,877 DEBUG: View 2 : 0.554924242424 +2016-08-19 11:13:41,158 DEBUG: View 4 : 0.543114543115 +2016-08-19 11:13:43,800 DEBUG: Best view : Clinic_ +2016-08-19 11:13:43,991 DEBUG: Start: Iteration 709 +2016-08-19 11:13:44,296 DEBUG: View 0 : 0.492179045745 +2016-08-19 11:13:44,310 DEBUG: View 1 : 0.485670698485 +2016-08-19 11:13:44,573 DEBUG: View 3 : 0.531974153298 +2016-08-19 11:13:44,683 DEBUG: View 2 : 0.50762195122 +2016-08-19 11:13:44,960 DEBUG: View 4 : 0.517807122849 +2016-08-19 11:13:47,708 DEBUG: Best view : Clinic_ +2016-08-19 11:13:47,896 DEBUG: Start: Iteration 710 +2016-08-19 11:13:48,183 DEBUG: View 0 : 0.451005291005 +2016-08-19 11:13:48,196 DEBUG: View 1 : 0.647108843537 +2016-08-19 11:13:48,452 DEBUG: View 3 : 0.609395302349 +2016-08-19 11:13:48,552 DEBUG: View 2 : 0.507820954255 +2016-08-19 11:13:48,831 DEBUG: View 4 : 0.548943661972 +2016-08-19 11:13:51,480 DEBUG: Best view : Clinic_ +2016-08-19 11:13:51,670 DEBUG: Start: Iteration 711 +2016-08-19 11:13:51,907 DEBUG: View 0 : 0.507682249101 +2016-08-19 11:13:51,920 DEBUG: View 1 : 0.740443605474 +2016-08-19 11:13:52,178 DEBUG: View 3 : 0.631604696673 +2016-08-19 11:13:52,283 DEBUG: View 2 : 0.556875556876 +2016-08-19 11:13:52,562 DEBUG: View 4 : 0.536551030669 +2016-08-19 11:13:55,282 DEBUG: Best view : MiRNA__ +2016-08-19 11:13:55,469 DEBUG: Start: Iteration 712 +2016-08-19 11:13:55,700 DEBUG: View 0 : 0.469759533641 +2016-08-19 11:13:55,710 DEBUG: View 1 : 0.397901533495 +2016-08-19 11:13:55,966 DEBUG: View 3 : 0.517757009346 +2016-08-19 11:13:56,071 DEBUG: View 2 : 0.584064327485 +2016-08-19 11:13:56,347 DEBUG: View 4 : 0.538354700855 +2016-08-19 11:13:59,075 DEBUG: Best view : MRNASeq +2016-08-19 11:13:59,265 DEBUG: Start: Iteration 713 +2016-08-19 11:13:59,497 DEBUG: View 0 : 0.530240466359 +2016-08-19 11:13:59,509 DEBUG: View 1 : 0.680964092474 +2016-08-19 11:13:59,765 DEBUG: View 3 : 0.617710795902 +2016-08-19 11:13:59,865 DEBUG: View 2 : 0.50929700706 +2016-08-19 11:14:00,146 DEBUG: View 4 : 0.532190592797 +2016-08-19 11:14:02,866 DEBUG: Best view : MiRNA__ +2016-08-19 11:14:03,054 DEBUG: Start: Iteration 714 +2016-08-19 11:14:03,284 DEBUG: View 0 : 0.629609719385 +2016-08-19 11:14:03,295 DEBUG: View 1 : 0.678442028986 +2016-08-19 11:14:03,550 DEBUG: View 3 : 0.50433506736 +2016-08-19 11:14:03,651 DEBUG: View 2 : 0.569766233766 +2016-08-19 11:14:03,924 DEBUG: View 4 : 0.47036016733 +2016-08-19 11:14:06,677 DEBUG: Best view : MiRNA__ +2016-08-19 11:14:06,863 DEBUG: Start: Iteration 715 +2016-08-19 11:14:07,160 DEBUG: View 0 : 0.541595925297 +2016-08-19 11:14:07,171 DEBUG: View 1 : 0.810945273632 +2016-08-19 11:14:07,434 DEBUG: View 3 : 0.489358974359 +2016-08-19 11:14:07,539 DEBUG: View 2 : 0.515256410256 +2016-08-19 11:14:07,825 DEBUG: View 4 : 0.548825587206 +2016-08-19 11:14:10,515 DEBUG: Best view : MiRNA__ +2016-08-19 11:14:10,702 DEBUG: Start: Iteration 716 +2016-08-19 11:14:10,934 DEBUG: View 0 : 0.529693799717 +2016-08-19 11:14:10,946 DEBUG: View 1 : 0.41403256705 +2016-08-19 11:14:11,210 DEBUG: View 3 : 0.58025974026 +2016-08-19 11:14:11,315 DEBUG: View 2 : 0.613888888889 +2016-08-19 11:14:11,605 DEBUG: View 4 : 0.54494047619 +2016-08-19 11:14:14,301 DEBUG: Best view : RNASeq_ +2016-08-19 11:14:14,491 DEBUG: Start: Iteration 717 +2016-08-19 11:14:14,793 DEBUG: View 0 : 0.486042692939 +2016-08-19 11:14:14,803 DEBUG: View 1 : 0.584045584046 +2016-08-19 11:14:15,061 DEBUG: View 3 : 0.64379789272 +2016-08-19 11:14:15,163 DEBUG: View 2 : 0.546618852459 +2016-08-19 11:14:15,437 DEBUG: View 4 : 0.48312048312 +2016-08-19 11:14:18,157 DEBUG: Best view : Clinic_ +2016-08-19 11:14:18,348 DEBUG: Start: Iteration 718 +2016-08-19 11:14:18,575 DEBUG: View 0 : 0.566666666667 +2016-08-19 11:14:18,586 DEBUG: View 1 : 0.830069124424 +2016-08-19 11:14:18,843 DEBUG: View 3 : 0.570588235294 +2016-08-19 11:14:18,944 DEBUG: View 2 : 0.569030489894 +2016-08-19 11:14:19,224 DEBUG: View 4 : 0.559935897436 +2016-08-19 11:14:21,973 DEBUG: Best view : MiRNA__ +2016-08-19 11:14:22,164 DEBUG: Start: Iteration 719 +2016-08-19 11:14:22,417 DEBUG: View 1 : 0.625942684766 +2016-08-19 11:14:22,423 DEBUG: View 0 : 0.366755793226 +2016-08-19 11:14:22,674 DEBUG: View 3 : 0.521885521886 +2016-08-19 11:14:22,774 DEBUG: View 2 : 0.554478609626 +2016-08-19 11:14:23,053 DEBUG: View 4 : 0.546016483516 +2016-08-19 11:14:25,773 DEBUG: Best view : MiRNA__ +2016-08-19 11:14:25,960 DEBUG: Start: Iteration 720 +2016-08-19 11:14:26,251 DEBUG: View 0 : 0.488780207135 +2016-08-19 11:14:26,263 DEBUG: View 1 : 0.822164948454 +2016-08-19 11:14:26,520 DEBUG: View 3 : 0.531974153298 +2016-08-19 11:14:26,621 DEBUG: View 2 : 0.592503748126 +2016-08-19 11:14:26,897 DEBUG: View 4 : 0.530632411067 +2016-08-19 11:14:29,574 DEBUG: Best view : MiRNA__ +2016-08-19 11:14:29,761 DEBUG: Start: Iteration 721 +2016-08-19 11:14:30,068 DEBUG: View 0 : 0.489839802172 +2016-08-19 11:14:30,081 DEBUG: View 1 : 0.678442028986 +2016-08-19 11:14:30,337 DEBUG: View 3 : 0.503327283727 +2016-08-19 11:14:30,437 DEBUG: View 2 : 0.575219492947 +2016-08-19 11:14:30,714 DEBUG: View 4 : 0.570553359684 +2016-08-19 11:14:33,387 DEBUG: Best view : MiRNA__ +2016-08-19 11:14:33,575 DEBUG: Start: Iteration 722 +2016-08-19 11:14:33,825 DEBUG: View 0 : 0.370414792604 +2016-08-19 11:14:33,836 DEBUG: View 1 : 0.598454301075 +2016-08-19 11:14:34,104 DEBUG: View 3 : 0.546876546877 +2016-08-19 11:14:34,202 DEBUG: View 2 : 0.537909709338 +2016-08-19 11:14:34,481 DEBUG: View 4 : 0.605897435897 +2016-08-19 11:14:37,192 DEBUG: Best view : MRNASeq +2016-08-19 11:14:37,382 DEBUG: Start: Iteration 723 +2016-08-19 11:14:37,678 DEBUG: View 0 : 0.574233007793 +2016-08-19 11:14:37,689 DEBUG: View 1 : 0.631157635468 +2016-08-19 11:14:37,943 DEBUG: View 3 : 0.572423986486 +2016-08-19 11:14:38,045 DEBUG: View 2 : 0.589552238806 +2016-08-19 11:14:38,321 DEBUG: View 4 : 0.589552238806 +2016-08-19 11:14:41,066 DEBUG: Best view : MRNASeq +2016-08-19 11:14:41,264 DEBUG: Start: Iteration 724 +2016-08-19 11:14:41,565 DEBUG: View 0 : 0.597032577142 +2016-08-19 11:14:41,576 DEBUG: View 1 : 0.454761904762 +2016-08-19 11:14:41,838 DEBUG: View 3 : 0.606734226872 +2016-08-19 11:14:41,952 DEBUG: View 2 : 0.538120567376 +2016-08-19 11:14:42,243 DEBUG: View 4 : 0.616804864566 +2016-08-19 11:14:45,110 DEBUG: Best view : MRNASeq +2016-08-19 11:14:45,302 DEBUG: Start: Iteration 725 +2016-08-19 11:14:45,597 DEBUG: View 0 : 0.491725768322 +2016-08-19 11:14:45,610 DEBUG: View 1 : 0.402967422858 +2016-08-19 11:14:45,882 DEBUG: View 3 : 0.585127591707 +2016-08-19 11:14:46,024 DEBUG: View 2 : 0.578467954346 +2016-08-19 11:14:46,325 DEBUG: View 4 : 0.557043650794 +2016-08-19 11:14:49,302 DEBUG: Best view : RNASeq_ +2016-08-19 11:14:49,507 DEBUG: Start: Iteration 726 +2016-08-19 11:14:49,813 DEBUG: View 0 : 0.545540349221 +2016-08-19 11:14:49,825 DEBUG: View 1 : 0.659020919613 +2016-08-19 11:14:50,091 DEBUG: View 3 : 0.54611013986 +2016-08-19 11:14:50,226 DEBUG: View 2 : 0.611720807726 +2016-08-19 11:14:50,505 DEBUG: View 4 : 0.495511492552 +2016-08-19 11:14:53,369 DEBUG: Best view : MiRNA__ +2016-08-19 11:14:53,568 DEBUG: Start: Iteration 727 +2016-08-19 11:14:53,829 DEBUG: View 0 : 0.522453889334 +2016-08-19 11:14:53,842 DEBUG: View 1 : 0.528175256426 +2016-08-19 11:14:54,107 DEBUG: View 3 : 0.518043303929 +2016-08-19 11:14:54,207 DEBUG: View 2 : 0.515573770492 +2016-08-19 11:14:54,496 DEBUG: View 4 : 0.622991967871 +2016-08-19 11:14:57,272 DEBUG: Best view : MRNASeq +2016-08-19 11:14:57,471 DEBUG: Start: Iteration 728 +2016-08-19 11:14:57,774 DEBUG: View 0 : 0.63382117081 +2016-08-19 11:14:57,784 DEBUG: View 1 : 0.676923076923 +2016-08-19 11:14:58,039 DEBUG: View 3 : 0.507919005613 +2016-08-19 11:14:58,141 DEBUG: View 2 : 0.521019245242 +2016-08-19 11:14:58,414 DEBUG: View 4 : 0.5431711146 +2016-08-19 11:15:01,147 DEBUG: Best view : Methyl_ +2016-08-19 11:15:01,344 DEBUG: Start: Iteration 729 +2016-08-19 11:15:01,651 DEBUG: View 0 : 0.779636363636 +2016-08-19 11:15:01,663 DEBUG: View 1 : 0.657728040541 +2016-08-19 11:15:01,927 DEBUG: View 3 : 0.71685971686 +2016-08-19 11:15:02,028 DEBUG: View 2 : 0.562442396313 +2016-08-19 11:15:02,309 DEBUG: View 4 : 0.521019245242 +2016-08-19 11:15:05,043 DEBUG: Best view : Methyl_ +2016-08-19 11:15:05,234 DEBUG: Start: Iteration 730 +2016-08-19 11:15:05,526 DEBUG: View 0 : 0.54377340824 +2016-08-19 11:15:05,540 DEBUG: View 1 : 0.59817105971 +2016-08-19 11:15:05,799 DEBUG: View 3 : 0.579234972678 +2016-08-19 11:15:05,902 DEBUG: View 2 : 0.539170506912 +2016-08-19 11:15:06,173 DEBUG: View 4 : 0.575889164599 +2016-08-19 11:15:08,932 DEBUG: Best view : Clinic_ +2016-08-19 11:15:09,123 DEBUG: Start: Iteration 731 +2016-08-19 11:15:09,421 DEBUG: View 0 : 0.54494047619 +2016-08-19 11:15:09,434 DEBUG: View 1 : 0.745819397993 +2016-08-19 11:15:09,690 DEBUG: View 3 : 0.547186147186 +2016-08-19 11:15:09,792 DEBUG: View 2 : 0.637847866419 +2016-08-19 11:15:10,065 DEBUG: View 4 : 0.517892892893 +2016-08-19 11:15:12,795 DEBUG: Best view : MiRNA__ +2016-08-19 11:15:12,987 DEBUG: Start: Iteration 732 +2016-08-19 11:15:13,223 DEBUG: View 0 : 0.589660493827 +2016-08-19 11:15:13,237 DEBUG: View 1 : 0.691197183099 +2016-08-19 11:15:13,491 DEBUG: View 3 : 0.536106750392 +2016-08-19 11:15:13,592 DEBUG: View 2 : 0.509604978355 +2016-08-19 11:15:13,861 DEBUG: View 4 : 0.575 +2016-08-19 11:15:16,627 DEBUG: Best view : MiRNA__ +2016-08-19 11:15:16,822 DEBUG: Start: Iteration 733 +2016-08-19 11:15:17,143 DEBUG: View 0 : 0.584045584046 +2016-08-19 11:15:17,156 DEBUG: View 1 : 0.558540497193 +2016-08-19 11:15:17,441 DEBUG: View 3 : 0.546706887883 +2016-08-19 11:15:17,560 DEBUG: View 2 : 0.538057742782 +2016-08-19 11:15:17,858 DEBUG: View 4 : 0.502791563275 +2016-08-19 11:15:20,660 DEBUG: Best view : Methyl_ +2016-08-19 11:15:20,851 DEBUG: Start: Iteration 734 +2016-08-19 11:15:21,085 DEBUG: View 0 : 0.477546110666 +2016-08-19 11:15:21,097 DEBUG: View 1 : 0.757087628866 +2016-08-19 11:15:21,362 DEBUG: View 3 : 0.611884584342 +2016-08-19 11:15:21,491 DEBUG: View 2 : 0.558943089431 +2016-08-19 11:15:21,767 DEBUG: View 4 : 0.53343495935 +2016-08-19 11:15:24,542 DEBUG: Best view : Clinic_ +2016-08-19 11:15:24,734 DEBUG: Start: Iteration 735 +2016-08-19 11:15:24,981 DEBUG: View 0 : 0.502642276423 +2016-08-19 11:15:24,991 DEBUG: View 1 : 0.657728040541 +2016-08-19 11:15:25,253 DEBUG: View 3 : 0.564085144928 +2016-08-19 11:15:25,392 DEBUG: View 2 : 0.554924242424 +2016-08-19 11:15:25,663 DEBUG: View 4 : 0.512329591018 +2016-08-19 11:15:28,432 DEBUG: Best view : MiRNA__ +2016-08-19 11:15:28,625 DEBUG: Start: Iteration 736 +2016-08-19 11:15:28,859 DEBUG: View 0 : 0.372028745163 +2016-08-19 11:15:28,874 DEBUG: View 1 : 0.662189957653 +2016-08-19 11:15:29,130 DEBUG: View 3 : 0.725213298029 +2016-08-19 11:15:29,231 DEBUG: View 2 : 0.586331679074 +2016-08-19 11:15:29,511 DEBUG: View 4 : 0.537089201878 +2016-08-19 11:15:32,336 DEBUG: Best view : Clinic_ +2016-08-19 11:15:32,534 DEBUG: Start: Iteration 737 +2016-08-19 11:15:32,765 DEBUG: View 0 : 0.602203647416 +2016-08-19 11:15:32,778 DEBUG: View 1 : 0.618815789474 +2016-08-19 11:15:33,035 DEBUG: View 3 : 0.514393939394 +2016-08-19 11:15:33,133 DEBUG: View 2 : 0.515030885381 +2016-08-19 11:15:33,414 DEBUG: View 4 : 0.495719178082 +2016-08-19 11:15:36,246 DEBUG: Best view : MiRNA__ +2016-08-19 11:15:36,439 DEBUG: Start: Iteration 738 +2016-08-19 11:15:36,749 DEBUG: View 0 : 0.448648648649 +2016-08-19 11:15:36,760 DEBUG: View 1 : 0.726203208556 +2016-08-19 11:15:37,018 DEBUG: View 3 : 0.47182821119 +2016-08-19 11:15:37,115 DEBUG: View 2 : 0.533115533116 +2016-08-19 11:15:37,394 DEBUG: View 4 : 0.536270491803 +2016-08-19 11:15:40,122 DEBUG: Best view : MiRNA__ +2016-08-19 11:15:40,315 DEBUG: Start: Iteration 739 +2016-08-19 11:15:40,624 DEBUG: View 0 : 0.505982905983 +2016-08-19 11:15:40,635 DEBUG: View 1 : 0.467221135029 +2016-08-19 11:15:40,891 DEBUG: View 3 : 0.554455445545 +2016-08-19 11:15:40,992 DEBUG: View 2 : 0.587864460205 +2016-08-19 11:15:41,265 DEBUG: View 4 : 0.512503677552 +2016-08-19 11:15:44,002 DEBUG: Best view : RNASeq_ +2016-08-19 11:15:44,196 DEBUG: Start: Iteration 740 +2016-08-19 11:15:44,492 DEBUG: View 0 : 0.614087007991 +2016-08-19 11:15:44,503 DEBUG: View 1 : 0.612079615649 +2016-08-19 11:15:44,758 DEBUG: View 3 : 0.596871596872 +2016-08-19 11:15:44,856 DEBUG: View 2 : 0.519339763349 +2016-08-19 11:15:45,135 DEBUG: View 4 : 0.525234741784 +2016-08-19 11:15:47,914 DEBUG: Best view : MiRNA__ +2016-08-19 11:15:48,108 DEBUG: Start: Iteration 741 +2016-08-19 11:15:48,400 DEBUG: View 0 : 0.584045584046 +2016-08-19 11:15:48,414 DEBUG: View 1 : 0.810945273632 +2016-08-19 11:15:48,670 DEBUG: View 3 : 0.61320754717 +2016-08-19 11:15:48,769 DEBUG: View 2 : 0.521987211018 +2016-08-19 11:15:49,049 DEBUG: View 4 : 0.618846153846 +2016-08-19 11:15:51,804 DEBUG: Best view : MRNASeq +2016-08-19 11:15:51,998 DEBUG: Start: Iteration 742 +2016-08-19 11:15:52,233 DEBUG: View 0 : 0.415663270557 +2016-08-19 11:15:52,246 DEBUG: View 1 : 0.658684210526 +2016-08-19 11:15:52,509 DEBUG: View 3 : 0.523676592225 +2016-08-19 11:15:52,609 DEBUG: View 2 : 0.468065967016 +2016-08-19 11:15:52,887 DEBUG: View 4 : 0.547186147186 +2016-08-19 11:15:55,749 DEBUG: Best view : MiRNA__ +2016-08-19 11:15:55,942 DEBUG: Start: Iteration 743 +2016-08-19 11:15:56,239 DEBUG: View 0 : 0.51043956044 +2016-08-19 11:15:56,252 DEBUG: View 1 : 0.69216954023 +2016-08-19 11:15:56,507 DEBUG: View 3 : 0.551705350332 +2016-08-19 11:15:56,611 DEBUG: View 2 : 0.638488507986 +2016-08-19 11:15:56,884 DEBUG: View 4 : 0.512925170068 +2016-08-19 11:15:59,645 DEBUG: Best view : MiRNA__ +2016-08-19 11:15:59,839 DEBUG: Start: Iteration 744 +2016-08-19 11:16:00,096 DEBUG: View 0 : 0.446330880966 +2016-08-19 11:16:00,109 DEBUG: View 1 : 0.783433994823 +2016-08-19 11:16:00,370 DEBUG: View 3 : 0.598360655738 +2016-08-19 11:16:00,508 DEBUG: View 2 : 0.536106750392 +2016-08-19 11:16:00,785 DEBUG: View 4 : 0.468671679198 +2016-08-19 11:16:03,536 DEBUG: Best view : MiRNA__ +2016-08-19 11:16:03,732 DEBUG: Start: Iteration 745 +2016-08-19 11:16:04,028 DEBUG: View 0 : 0.472465437788 +2016-08-19 11:16:04,040 DEBUG: View 1 : 0.603837745932 +2016-08-19 11:16:04,294 DEBUG: View 3 : 0.587309394983 +2016-08-19 11:16:04,397 DEBUG: View 2 : 0.538730634683 +2016-08-19 11:16:04,671 DEBUG: View 4 : 0.513868613139 +2016-08-19 11:16:07,422 DEBUG: Best view : Clinic_ +2016-08-19 11:16:07,617 DEBUG: Start: Iteration 746 +2016-08-19 11:16:07,909 DEBUG: View 0 : 0.510160197828 +2016-08-19 11:16:07,920 DEBUG: View 1 : 0.337403337403 +2016-08-19 11:16:08,181 DEBUG: View 3 : 0.56271112564 +2016-08-19 11:16:08,320 DEBUG: View 2 : 0.522868773946 +2016-08-19 11:16:08,592 DEBUG: View 4 : 0.56176097973 +2016-08-19 11:16:11,414 DEBUG: Best view : Clinic_ +2016-08-19 11:16:11,608 DEBUG: Start: Iteration 747 +2016-08-19 11:16:11,901 DEBUG: View 0 : 0.492179045745 +2016-08-19 11:16:11,914 DEBUG: View 1 : 0.59375 +2016-08-19 11:16:12,169 DEBUG: View 3 : 0.569207317073 +2016-08-19 11:16:12,270 DEBUG: View 2 : 0.509987893462 +2016-08-19 11:16:12,541 DEBUG: View 4 : 0.533115533116 +2016-08-19 11:16:15,354 DEBUG: Best view : MiRNA__ +2016-08-19 11:16:15,551 DEBUG: Start: Iteration 748 +2016-08-19 11:16:15,849 DEBUG: View 0 : 0.78024034673 +2016-08-19 11:16:15,861 DEBUG: View 1 : 0.677646720368 +2016-08-19 11:16:16,117 DEBUG: View 3 : 0.503118503119 +2016-08-19 11:16:16,220 DEBUG: View 2 : 0.547186147186 +2016-08-19 11:16:16,500 DEBUG: View 4 : 0.500313283208 +2016-08-19 11:16:19,303 DEBUG: Best view : Methyl_ +2016-08-19 11:16:19,498 DEBUG: Start: Iteration 749 +2016-08-19 11:16:19,740 DEBUG: View 0 : 0.591249280368 +2016-08-19 11:16:19,754 DEBUG: View 1 : 0.703595317726 +2016-08-19 11:16:20,011 DEBUG: View 3 : 0.530882352941 +2016-08-19 11:16:20,109 DEBUG: View 2 : 0.54039312545 +2016-08-19 11:16:20,394 DEBUG: View 4 : 0.549209486166 +2016-08-19 11:16:23,235 DEBUG: Best view : MiRNA__ +2016-08-19 11:16:23,432 DEBUG: Start: Iteration 750 +2016-08-19 11:16:23,735 DEBUG: View 0 : 0.420180722892 +2016-08-19 11:16:23,749 DEBUG: View 1 : 0.789673833553 +2016-08-19 11:16:24,007 DEBUG: View 3 : 0.52017756255 +2016-08-19 11:16:24,113 DEBUG: View 2 : 0.554824339374 +2016-08-19 11:16:24,467 DEBUG: View 4 : 0.589552238806 +2016-08-19 11:16:27,354 DEBUG: Best view : MiRNA__ +2016-08-19 11:16:27,555 DEBUG: Start: Iteration 751 +2016-08-19 11:16:27,904 DEBUG: View 1 : 0.437009419152 +2016-08-19 11:16:28,227 DEBUG: View 0 : 0.608215962441 +2016-08-19 11:16:28,236 DEBUG: View 3 : 0.480731225296 +2016-08-19 11:16:28,383 DEBUG: View 2 : 0.527792207792 +2016-08-19 11:16:28,644 DEBUG: View 4 : 0.572313843078 +2016-08-19 11:16:31,428 DEBUG: Best view : Methyl_ +2016-08-19 11:16:31,623 DEBUG: Start: Iteration 752 +2016-08-19 11:16:32,308 DEBUG: View 0 : 0.647108843537 +2016-08-19 11:16:32,318 DEBUG: View 1 : 0.602098466505 +2016-08-19 11:16:32,574 DEBUG: View 3 : 0.663904508237 +2016-08-19 11:16:32,674 DEBUG: View 2 : 0.536282381457 +2016-08-19 11:16:33,019 DEBUG: View 4 : 0.59121355398 +2016-08-19 11:16:35,794 DEBUG: Best view : Clinic_ +2016-08-19 11:16:35,991 DEBUG: Start: Iteration 753 +2016-08-19 11:16:36,288 DEBUG: View 0 : 0.578947368421 +2016-08-19 11:16:36,300 DEBUG: View 1 : 0.401639344262 +2016-08-19 11:16:36,563 DEBUG: View 3 : 0.537089201878 +2016-08-19 11:16:36,685 DEBUG: View 2 : 0.521407685881 +2016-08-19 11:16:36,969 DEBUG: View 4 : 0.558235294118 +2016-08-19 11:16:39,864 DEBUG: Best view : Methyl_ +2016-08-19 11:16:40,063 DEBUG: Start: Iteration 754 +2016-08-19 11:16:40,297 DEBUG: View 0 : 0.461806766655 +2016-08-19 11:16:40,309 DEBUG: View 1 : 0.383086567961 +2016-08-19 11:16:40,571 DEBUG: View 3 : 0.651155927201 +2016-08-19 11:16:40,699 DEBUG: View 2 : 0.573410876441 +2016-08-19 11:16:40,991 DEBUG: View 4 : 0.569207317073 +2016-08-19 11:16:43,844 DEBUG: Best view : Clinic_ +2016-08-19 11:16:44,042 DEBUG: Start: Iteration 755 +2016-08-19 11:16:44,288 DEBUG: View 0 : 0.542901234568 +2016-08-19 11:16:44,299 DEBUG: View 1 : 0.629160530191 +2016-08-19 11:16:44,556 DEBUG: View 3 : 0.688168875798 +2016-08-19 11:16:44,655 DEBUG: View 2 : 0.556967213115 +2016-08-19 11:16:44,934 DEBUG: View 4 : 0.569207317073 +2016-08-19 11:16:47,784 DEBUG: Best view : Clinic_ +2016-08-19 11:16:47,989 DEBUG: Start: Iteration 756 +2016-08-19 11:16:48,239 DEBUG: View 0 : 0.619612068966 +2016-08-19 11:16:48,251 DEBUG: View 1 : 0.61925146771 +2016-08-19 11:16:48,514 DEBUG: View 3 : 0.571045043253 +2016-08-19 11:16:48,612 DEBUG: View 2 : 0.555004135649 +2016-08-19 11:16:48,891 DEBUG: View 4 : 0.540612648221 +2016-08-19 11:16:51,750 DEBUG: Best view : MiRNA__ +2016-08-19 11:16:51,946 DEBUG: Start: Iteration 757 +2016-08-19 11:16:52,252 DEBUG: View 0 : 0.59763053971 +2016-08-19 11:16:52,265 DEBUG: View 1 : 0.69216954023 +2016-08-19 11:16:52,520 DEBUG: View 3 : 0.571695344805 +2016-08-19 11:16:52,621 DEBUG: View 2 : 0.50762195122 +2016-08-19 11:16:52,898 DEBUG: View 4 : 0.548333333333 +2016-08-19 11:16:55,696 DEBUG: Best view : MiRNA__ +2016-08-19 11:16:55,893 DEBUG: Start: Iteration 758 +2016-08-19 11:16:56,136 DEBUG: View 0 : 0.491725768322 +2016-08-19 11:16:56,149 DEBUG: View 1 : 0.462701612903 +2016-08-19 11:16:56,404 DEBUG: View 3 : 0.494221529671 +2016-08-19 11:16:56,506 DEBUG: View 2 : 0.502791563275 +2016-08-19 11:16:56,783 DEBUG: View 4 : 0.490970309152 +2016-08-19 11:16:59,643 DEBUG: Best view : Clinic_ +2016-08-19 11:16:59,842 DEBUG: Start: Iteration 759 +2016-08-19 11:17:00,102 DEBUG: View 0 : 0.486558084772 +2016-08-19 11:17:00,114 DEBUG: View 1 : 0.295173961841 +2016-08-19 11:17:00,377 DEBUG: View 3 : 0.519604816301 +2016-08-19 11:17:00,512 DEBUG: View 2 : 0.559510788506 +2016-08-19 11:17:00,790 DEBUG: View 4 : 0.568443443443 +2016-08-19 11:17:03,616 DEBUG: Best view : MRNASeq +2016-08-19 11:17:03,814 DEBUG: Start: Iteration 760 +2016-08-19 11:17:04,111 DEBUG: View 0 : 0.518859649123 +2016-08-19 11:17:04,123 DEBUG: View 1 : 0.553012365167 +2016-08-19 11:17:04,378 DEBUG: View 3 : 0.575219492947 +2016-08-19 11:17:04,483 DEBUG: View 2 : 0.56271112564 +2016-08-19 11:17:04,767 DEBUG: View 4 : 0.520078546883 +2016-08-19 11:17:07,619 DEBUG: Best view : Clinic_ +2016-08-19 11:17:07,821 DEBUG: Start: Iteration 761 +2016-08-19 11:17:08,071 DEBUG: View 0 : 0.498474178404 +2016-08-19 11:17:08,084 DEBUG: View 1 : 0.820512820513 +2016-08-19 11:17:08,344 DEBUG: View 3 : 0.501166781057 +2016-08-19 11:17:08,445 DEBUG: View 2 : 0.533134920635 +2016-08-19 11:17:09,230 DEBUG: View 4 : 0.506944444444 +2016-08-19 11:17:12,130 DEBUG: Best view : MiRNA__ +2016-08-19 11:17:12,329 DEBUG: Start: Iteration 762 +2016-08-19 11:17:12,645 DEBUG: View 0 : 0.624679487179 +2016-08-19 11:17:12,648 DEBUG: View 1 : 0.618181818182 +2016-08-19 11:17:12,904 DEBUG: View 3 : 0.619693043652 +2016-08-19 11:17:13,007 DEBUG: View 2 : 0.595426245211 +2016-08-19 11:17:13,308 DEBUG: View 4 : 0.601679790026 +2016-08-19 11:17:16,228 DEBUG: Best view : Clinic_ +2016-08-19 11:17:16,427 DEBUG: Start: Iteration 763 +2016-08-19 11:17:16,712 DEBUG: View 0 : 0.546892980437 +2016-08-19 11:17:16,724 DEBUG: View 1 : 0.461708099439 +2016-08-19 11:17:16,980 DEBUG: View 3 : 0.525789473684 +2016-08-19 11:17:17,080 DEBUG: View 2 : 0.520981669444 +2016-08-19 11:17:17,361 DEBUG: View 4 : 0.46057928326 +2016-08-19 11:17:20,184 DEBUG: Best view : Clinic_ +2016-08-19 11:17:20,384 DEBUG: Start: Iteration 764 +2016-08-19 11:17:20,678 DEBUG: View 0 : 0.512051155927 +2016-08-19 11:17:20,689 DEBUG: View 1 : 0.644891122278 +2016-08-19 11:17:20,945 DEBUG: View 3 : 0.525324675325 +2016-08-19 11:17:21,043 DEBUG: View 2 : 0.543168168168 +2016-08-19 11:17:21,324 DEBUG: View 4 : 0.605638474295 +2016-08-19 11:17:24,206 DEBUG: Best view : MRNASeq +2016-08-19 11:17:24,406 DEBUG: Start: Iteration 765 +2016-08-19 11:17:24,692 DEBUG: View 0 : 0.522868773946 +2016-08-19 11:17:24,705 DEBUG: View 1 : 0.757087628866 +2016-08-19 11:17:24,959 DEBUG: View 3 : 0.519268774704 +2016-08-19 11:17:25,060 DEBUG: View 2 : 0.535672169811 +2016-08-19 11:17:25,339 DEBUG: View 4 : 0.564258658009 +2016-08-19 11:17:28,178 DEBUG: Best view : MiRNA__ +2016-08-19 11:17:28,379 DEBUG: Start: Iteration 766 +2016-08-19 11:17:28,694 DEBUG: View 0 : 0.544135039243 +2016-08-19 11:17:28,705 DEBUG: View 1 : 0.338686131387 +2016-08-19 11:17:28,961 DEBUG: View 3 : 0.650102459016 +2016-08-19 11:17:29,062 DEBUG: View 2 : 0.53702069236 +2016-08-19 11:17:29,336 DEBUG: View 4 : 0.559797428905 +2016-08-19 11:17:32,271 DEBUG: Best view : Clinic_ +2016-08-19 11:17:32,477 DEBUG: Start: Iteration 767 +2016-08-19 11:17:32,770 DEBUG: View 0 : 0.482278138528 +2016-08-19 11:17:32,783 DEBUG: View 1 : 0.663412073491 +2016-08-19 11:17:33,041 DEBUG: View 3 : 0.526878526879 +2016-08-19 11:17:33,138 DEBUG: View 2 : 0.537629119528 +2016-08-19 11:17:33,423 DEBUG: View 4 : 0.575520833333 +2016-08-19 11:17:36,329 DEBUG: Best view : MiRNA__ +2016-08-19 11:17:36,530 DEBUG: Start: Iteration 768 +2016-08-19 11:17:36,758 DEBUG: View 0 : 0.390275430049 +2016-08-19 11:17:36,777 DEBUG: View 1 : 0.287093495935 +2016-08-19 11:17:37,028 DEBUG: View 3 : 0.501966783217 +2016-08-19 11:17:37,128 DEBUG: View 2 : 0.559253804615 +2016-08-19 11:17:38,880 DEBUG: View 4 : 0.525922131148 +2016-08-19 11:17:41,743 DEBUG: Best view : Clinic_ +2016-08-19 11:17:41,944 DEBUG: Start: Iteration 769 +2016-08-19 11:17:42,212 DEBUG: View 1 : 0.401545698925 +2016-08-19 11:17:42,271 DEBUG: View 0 : 0.439411764706 +2016-08-19 11:17:42,468 DEBUG: View 3 : 0.452653372562 +2016-08-19 11:17:42,567 DEBUG: View 2 : 0.527115818378 +2016-08-19 11:17:42,836 DEBUG: View 4 : 0.553049289891 +2016-08-19 11:17:45,738 DEBUG: Best view : MRNASeq +2016-08-19 11:17:45,940 DEBUG: Start: Iteration 770 +2016-08-19 11:17:46,182 DEBUG: View 0 : 0.628745777487 +2016-08-19 11:17:46,193 DEBUG: View 1 : 0.810945273632 +2016-08-19 11:17:46,449 DEBUG: View 3 : 0.513441915228 +2016-08-19 11:17:46,543 DEBUG: View 2 : 0.584158415842 +2016-08-19 11:17:46,826 DEBUG: View 4 : 0.53257818765 +2016-08-19 11:17:49,783 DEBUG: Best view : Methyl_ +2016-08-19 11:17:49,985 DEBUG: Start: Iteration 771 +2016-08-19 11:17:50,280 DEBUG: View 0 : 0.595728451564 +2016-08-19 11:17:50,291 DEBUG: View 1 : 0.8125 +2016-08-19 11:17:50,549 DEBUG: View 3 : 0.484426229508 +2016-08-19 11:17:50,649 DEBUG: View 2 : 0.549209486166 +2016-08-19 11:17:50,945 DEBUG: View 4 : 0.576648517846 +2016-08-19 11:17:53,984 DEBUG: Best view : MRNASeq +2016-08-19 11:17:54,186 DEBUG: Start: Iteration 772 +2016-08-19 11:17:54,476 DEBUG: View 0 : 0.619243986254 +2016-08-19 11:17:54,491 DEBUG: View 1 : 0.428067078553 +2016-08-19 11:17:54,745 DEBUG: View 3 : 0.55315426572 +2016-08-19 11:17:54,841 DEBUG: View 2 : 0.51019374446 +2016-08-19 11:17:55,122 DEBUG: View 4 : 0.520520869666 +2016-08-19 11:17:57,977 DEBUG: Best view : Methyl_ +2016-08-19 11:17:58,179 DEBUG: Start: Iteration 773 +2016-08-19 11:17:58,431 DEBUG: View 0 : 0.602203647416 +2016-08-19 11:17:58,443 DEBUG: View 1 : 0.393345432547 +2016-08-19 11:17:58,701 DEBUG: View 3 : 0.497035228462 +2016-08-19 11:17:58,801 DEBUG: View 2 : 0.525324675325 +2016-08-19 11:17:59,074 DEBUG: View 4 : 0.555484761601 +2016-08-19 11:18:02,005 DEBUG: Best view : Methyl_ +2016-08-19 11:18:02,214 DEBUG: Start: Iteration 774 +2016-08-19 11:18:02,446 DEBUG: View 0 : 0.513117513118 +2016-08-19 11:18:02,458 DEBUG: View 1 : 0.546771653543 +2016-08-19 11:18:02,729 DEBUG: View 3 : 0.481106349825 +2016-08-19 11:18:02,857 DEBUG: View 2 : 0.56271112564 +2016-08-19 11:18:03,150 DEBUG: View 4 : 0.538354700855 +2016-08-19 11:18:06,043 DEBUG: Best view : RNASeq_ +2016-08-19 11:18:06,249 DEBUG: Start: Iteration 775 +2016-08-19 11:18:06,537 DEBUG: View 0 : 0.522408551535 +2016-08-19 11:18:06,551 DEBUG: View 1 : 0.696289905091 +2016-08-19 11:18:06,807 DEBUG: View 3 : 0.498325453113 +2016-08-19 11:18:06,909 DEBUG: View 2 : 0.541213768116 +2016-08-19 11:18:07,187 DEBUG: View 4 : 0.575949367089 +2016-08-19 11:18:10,049 DEBUG: Best view : MiRNA__ +2016-08-19 11:18:10,253 DEBUG: Start: Iteration 776 +2016-08-19 11:18:10,556 DEBUG: View 0 : 0.438509069165 +2016-08-19 11:18:10,569 DEBUG: View 1 : 0.632727272727 +2016-08-19 11:18:10,827 DEBUG: View 3 : 0.689717060811 +2016-08-19 11:18:10,933 DEBUG: View 2 : 0.530367231638 +2016-08-19 11:18:11,207 DEBUG: View 4 : 0.573410876441 +2016-08-19 11:18:14,161 DEBUG: Best view : Clinic_ +2016-08-19 11:18:14,364 DEBUG: Start: Iteration 777 +2016-08-19 11:18:14,614 DEBUG: View 0 : 0.525789473684 +2016-08-19 11:18:14,626 DEBUG: View 1 : 0.320933424846 +2016-08-19 11:18:14,888 DEBUG: View 3 : 0.565835949765 +2016-08-19 11:18:15,015 DEBUG: View 2 : 0.533455882353 +2016-08-19 11:18:15,295 DEBUG: View 4 : 0.570490196078 +2016-08-19 11:18:18,288 DEBUG: Best view : RNASeq_ +2016-08-19 11:18:18,491 DEBUG: Start: Iteration 778 +2016-08-19 11:18:18,740 DEBUG: View 0 : 0.586331679074 +2016-08-19 11:18:18,752 DEBUG: View 1 : 0.59375 +2016-08-19 11:18:19,024 DEBUG: View 3 : 0.547186147186 +2016-08-19 11:18:19,135 DEBUG: View 2 : 0.523308909419 +2016-08-19 11:18:19,455 DEBUG: View 4 : 0.619057377049 +2016-08-19 11:18:22,492 DEBUG: Best view : MRNASeq +2016-08-19 11:18:22,696 DEBUG: Start: Iteration 779 +2016-08-19 11:18:22,995 DEBUG: View 0 : 0.532364787112 +2016-08-19 11:18:23,008 DEBUG: View 1 : 0.582191780822 +2016-08-19 11:18:23,265 DEBUG: View 3 : 0.554102564103 +2016-08-19 11:18:23,364 DEBUG: View 2 : 0.513117513118 +2016-08-19 11:18:23,641 DEBUG: View 4 : 0.486590038314 +2016-08-19 11:18:26,523 DEBUG: Best view : MiRNA__ +2016-08-19 11:18:26,729 DEBUG: Start: Iteration 780 +2016-08-19 11:18:26,958 DEBUG: View 0 : 0.494017094017 +2016-08-19 11:18:26,973 DEBUG: View 1 : 0.360175403628 +2016-08-19 11:18:27,230 DEBUG: View 3 : 0.611111111111 +2016-08-19 11:18:27,335 DEBUG: View 2 : 0.553080847724 +2016-08-19 11:18:27,620 DEBUG: View 4 : 0.559236384054 +2016-08-19 11:18:30,649 DEBUG: Best view : Clinic_ +2016-08-19 11:18:30,886 DEBUG: Start: Iteration 781 +2016-08-19 11:18:31,200 DEBUG: View 0 : 0.539170506912 +2016-08-19 11:18:31,213 DEBUG: View 1 : 0.569661266568 +2016-08-19 11:18:31,479 DEBUG: View 3 : 0.554824339374 +2016-08-19 11:18:31,578 DEBUG: View 2 : 0.498816507152 +2016-08-19 11:18:31,855 DEBUG: View 4 : 0.515821540881 +2016-08-19 11:18:34,773 DEBUG: Best view : Clinic_ +2016-08-19 11:18:34,978 DEBUG: Start: Iteration 782 +2016-08-19 11:18:35,207 DEBUG: View 0 : 0.451005291005 +2016-08-19 11:18:35,218 DEBUG: View 1 : 0.734811165846 +2016-08-19 11:18:35,472 DEBUG: View 3 : 0.602098466505 +2016-08-19 11:18:35,573 DEBUG: View 2 : 0.601775329048 +2016-08-19 11:18:35,849 DEBUG: View 4 : 0.532190592797 +2016-08-19 11:18:38,822 DEBUG: Best view : MiRNA__ +2016-08-19 11:18:39,034 DEBUG: Start: Iteration 783 +2016-08-19 11:18:39,335 DEBUG: View 0 : 0.553012365167 +2016-08-19 11:18:39,347 DEBUG: View 1 : 0.727797755258 +2016-08-19 11:18:39,618 DEBUG: View 3 : 0.591505246166 +2016-08-19 11:18:39,721 DEBUG: View 2 : 0.558235294118 +2016-08-19 11:18:39,998 DEBUG: View 4 : 0.625355596784 +2016-08-19 11:18:43,192 DEBUG: Best view : MiRNA__ +2016-08-19 11:18:43,396 DEBUG: Start: Iteration 784 +2016-08-19 11:18:43,693 DEBUG: View 1 : 0.551705350332 +2016-08-19 11:18:43,702 DEBUG: View 0 : 0.539166832769 +2016-08-19 11:18:43,948 DEBUG: View 3 : 0.54039312545 +2016-08-19 11:18:44,046 DEBUG: View 2 : 0.555532094595 +2016-08-19 11:18:44,329 DEBUG: View 4 : 0.562894248609 +2016-08-19 11:18:47,262 DEBUG: Best view : MRNASeq +2016-08-19 11:18:47,467 DEBUG: Start: Iteration 785 +2016-08-19 11:18:47,695 DEBUG: View 0 : 0.484178459119 +2016-08-19 11:18:47,707 DEBUG: View 1 : 0.565217391304 +2016-08-19 11:18:47,963 DEBUG: View 3 : 0.548333333333 +2016-08-19 11:18:48,062 DEBUG: View 2 : 0.459443099274 +2016-08-19 11:18:48,339 DEBUG: View 4 : 0.595728451564 +2016-08-19 11:18:51,413 DEBUG: Best view : MRNASeq +2016-08-19 11:18:51,626 DEBUG: Start: Iteration 786 +2016-08-19 11:18:51,959 DEBUG: View 0 : 0.591585497835 +2016-08-19 11:18:51,972 DEBUG: View 1 : 0.656702898551 +2016-08-19 11:18:52,248 DEBUG: View 3 : 0.600494071146 +2016-08-19 11:18:52,356 DEBUG: View 2 : 0.579471544715 +2016-08-19 11:18:52,650 DEBUG: View 4 : 0.536167979003 +2016-08-19 11:18:55,580 DEBUG: Best view : MiRNA__ +2016-08-19 11:18:55,787 DEBUG: Start: Iteration 787 +2016-08-19 11:18:56,026 DEBUG: View 0 : 0.522868773946 +2016-08-19 11:18:56,038 DEBUG: View 1 : 0.708210995241 +2016-08-19 11:18:56,294 DEBUG: View 3 : 0.620528455285 +2016-08-19 11:18:56,393 DEBUG: View 2 : 0.520981669444 +2016-08-19 11:18:56,674 DEBUG: View 4 : 0.550959530675 +2016-08-19 11:18:59,668 DEBUG: Best view : MiRNA__ +2016-08-19 11:18:59,873 DEBUG: Start: Iteration 788 +2016-08-19 11:19:00,114 DEBUG: View 0 : 0.510160197828 +2016-08-19 11:19:00,126 DEBUG: View 1 : 0.810945273632 +2016-08-19 11:19:00,380 DEBUG: View 3 : 0.542028985507 +2016-08-19 11:19:00,480 DEBUG: View 2 : 0.577663934426 +2016-08-19 11:19:00,757 DEBUG: View 4 : 0.560936238902 +2016-08-19 11:19:03,777 DEBUG: Best view : RNASeq_ +2016-08-19 11:19:03,985 DEBUG: Start: Iteration 789 +2016-08-19 11:19:04,274 DEBUG: View 0 : 0.387460753532 +2016-08-19 11:19:04,284 DEBUG: View 1 : 0.674458874459 +2016-08-19 11:19:04,540 DEBUG: View 3 : 0.529249011858 +2016-08-19 11:19:04,643 DEBUG: View 2 : 0.500745749229 +2016-08-19 11:19:04,921 DEBUG: View 4 : 0.532263690269 +2016-08-19 11:19:07,848 DEBUG: Best view : MiRNA__ +2016-08-19 11:19:08,055 DEBUG: Start: Iteration 790 +2016-08-19 11:19:08,279 DEBUG: View 0 : 0.608215962441 +2016-08-19 11:19:08,294 DEBUG: View 1 : 0.357982858282 +2016-08-19 11:19:08,549 DEBUG: View 3 : 0.525234741784 +2016-08-19 11:19:08,652 DEBUG: View 2 : 0.547565174619 +2016-08-19 11:19:08,929 DEBUG: View 4 : 0.530874018097 +2016-08-19 11:19:11,945 DEBUG: Best view : Methyl_ +2016-08-19 11:19:12,155 DEBUG: Start: Iteration 791 +2016-08-19 11:19:12,407 DEBUG: View 0 : 0.544006510871 +2016-08-19 11:19:12,419 DEBUG: View 1 : 0.401639344262 +2016-08-19 11:19:12,674 DEBUG: View 3 : 0.627659574468 +2016-08-19 11:19:12,775 DEBUG: View 2 : 0.485148514851 +2016-08-19 11:19:13,050 DEBUG: View 4 : 0.557375328084 +2016-08-19 11:19:16,087 DEBUG: Best view : Clinic_ +2016-08-19 11:19:16,294 DEBUG: Start: Iteration 792 +2016-08-19 11:19:16,590 DEBUG: View 0 : 0.584336729443 +2016-08-19 11:19:16,603 DEBUG: View 1 : 0.727618082816 +2016-08-19 11:19:16,863 DEBUG: View 3 : 0.51675610003 +2016-08-19 11:19:16,967 DEBUG: View 2 : 0.587796312555 +2016-08-19 11:19:17,239 DEBUG: View 4 : 0.562894248609 +2016-08-19 11:19:20,215 DEBUG: Best view : MiRNA__ +2016-08-19 11:19:20,421 DEBUG: Start: Iteration 793 +2016-08-19 11:19:20,674 DEBUG: View 0 : 0.457823426573 +2016-08-19 11:19:20,684 DEBUG: View 1 : 0.651754385965 +2016-08-19 11:19:20,938 DEBUG: View 3 : 0.580496150556 +2016-08-19 11:19:21,040 DEBUG: View 2 : 0.523676592225 +2016-08-19 11:19:21,315 DEBUG: View 4 : 0.565448113208 +2016-08-19 11:19:24,313 DEBUG: Best view : Clinic_ +2016-08-19 11:19:24,521 DEBUG: Start: Iteration 794 +2016-08-19 11:19:24,812 DEBUG: View 0 : 0.46135986733 +2016-08-19 11:19:24,824 DEBUG: View 1 : 0.544006510871 +2016-08-19 11:19:25,079 DEBUG: View 3 : 0.591742669413 +2016-08-19 11:19:25,178 DEBUG: View 2 : 0.592503748126 +2016-08-19 11:19:25,454 DEBUG: View 4 : 0.454246411483 +2016-08-19 11:19:28,423 DEBUG: Best view : Clinic_ +2016-08-19 11:19:28,631 DEBUG: Start: Iteration 795 +2016-08-19 11:19:28,864 DEBUG: View 0 : 0.608215962441 +2016-08-19 11:19:28,875 DEBUG: View 1 : 0.722540983607 +2016-08-19 11:19:29,132 DEBUG: View 3 : 0.572423986486 +2016-08-19 11:19:29,230 DEBUG: View 2 : 0.576648517846 +2016-08-19 11:19:29,507 DEBUG: View 4 : 0.550806451613 +2016-08-19 11:19:32,519 DEBUG: Best view : MiRNA__ +2016-08-19 11:19:32,725 DEBUG: Start: Iteration 796 +2016-08-19 11:19:32,963 DEBUG: View 0 : 0.389107243122 +2016-08-19 11:19:32,977 DEBUG: View 1 : 0.587636363636 +2016-08-19 11:19:33,232 DEBUG: View 3 : 0.502205292702 +2016-08-19 11:19:33,332 DEBUG: View 2 : 0.5277676951 +2016-08-19 11:19:33,613 DEBUG: View 4 : 0.577373339892 +2016-08-19 11:19:36,644 DEBUG: Best view : MRNASeq +2016-08-19 11:19:36,853 DEBUG: Start: Iteration 797 +2016-08-19 11:19:37,116 DEBUG: View 0 : 0.602203647416 +2016-08-19 11:19:37,129 DEBUG: View 1 : 0.520131086142 +2016-08-19 11:19:37,384 DEBUG: View 3 : 0.648993618066 +2016-08-19 11:19:37,484 DEBUG: View 2 : 0.619693043652 +2016-08-19 11:19:37,756 DEBUG: View 4 : 0.573410876441 +2016-08-19 11:19:40,764 DEBUG: Best view : Clinic_ +2016-08-19 11:19:40,971 DEBUG: Start: Iteration 798 +2016-08-19 11:19:41,254 DEBUG: View 0 : 0.501831501832 +2016-08-19 11:19:41,268 DEBUG: View 1 : 0.558487654321 +2016-08-19 11:19:41,523 DEBUG: View 3 : 0.538120567376 +2016-08-19 11:19:41,624 DEBUG: View 2 : 0.480555555556 +2016-08-19 11:19:41,892 DEBUG: View 4 : 0.533805031447 +2016-08-19 11:19:44,896 DEBUG: Best view : MiRNA__ +2016-08-19 11:19:45,104 DEBUG: Start: Iteration 799 +2016-08-19 11:19:45,354 DEBUG: View 0 : 0.590029761905 +2016-08-19 11:19:45,366 DEBUG: View 1 : 0.433080808081 +2016-08-19 11:19:45,623 DEBUG: View 3 : 0.631362165343 +2016-08-19 11:19:45,720 DEBUG: View 2 : 0.52817178881 +2016-08-19 11:19:46,001 DEBUG: View 4 : 0.50762195122 +2016-08-19 11:19:49,020 DEBUG: Best view : Clinic_ +2016-08-19 11:19:49,229 DEBUG: Start: Iteration 800 +2016-08-19 11:19:49,518 DEBUG: View 0 : 0.532778864971 +2016-08-19 11:19:49,531 DEBUG: View 1 : 0.629585207396 +2016-08-19 11:19:49,786 DEBUG: View 3 : 0.52977807971 +2016-08-19 11:19:49,886 DEBUG: View 2 : 0.53403419348 +2016-08-19 11:19:50,161 DEBUG: View 4 : 0.514452007497 +2016-08-19 11:19:53,150 DEBUG: Best view : MiRNA__ +2016-08-19 11:19:53,357 DEBUG: Start: Iteration 801 +2016-08-19 11:19:53,650 DEBUG: View 0 : 0.506906702899 +2016-08-19 11:19:53,662 DEBUG: View 1 : 0.817258883249 +2016-08-19 11:19:53,916 DEBUG: View 3 : 0.631601049869 +2016-08-19 11:19:54,019 DEBUG: View 2 : 0.523116523117 +2016-08-19 11:19:54,297 DEBUG: View 4 : 0.545215100966 +2016-08-19 11:19:57,270 DEBUG: Best view : Clinic_ +2016-08-19 11:19:57,481 DEBUG: Start: Iteration 802 +2016-08-19 11:19:57,768 DEBUG: View 0 : 0.529771959459 +2016-08-19 11:19:57,779 DEBUG: View 1 : 0.59672021419 +2016-08-19 11:19:58,033 DEBUG: View 3 : 0.536106750392 +2016-08-19 11:19:58,133 DEBUG: View 2 : 0.546771653543 +2016-08-19 11:19:58,408 DEBUG: View 4 : 0.507306070413 +2016-08-19 11:20:01,414 DEBUG: Best view : RNASeq_ +2016-08-19 11:20:01,624 DEBUG: Start: Iteration 803 +2016-08-19 11:20:01,846 DEBUG: View 0 : 0.608215962441 +2016-08-19 11:20:01,859 DEBUG: View 1 : 0.401119402985 +2016-08-19 11:20:02,113 DEBUG: View 3 : 0.626404778779 +2016-08-19 11:20:02,216 DEBUG: View 2 : 0.578039215686 +2016-08-19 11:20:02,488 DEBUG: View 4 : 0.563580974843 +2016-08-19 11:20:05,526 DEBUG: Best view : Clinic_ +2016-08-19 11:20:05,736 DEBUG: Start: Iteration 804 +2016-08-19 11:20:05,961 DEBUG: View 0 : 0.522542916431 +2016-08-19 11:20:05,976 DEBUG: View 1 : 0.667635658915 +2016-08-19 11:20:06,235 DEBUG: View 3 : 0.59310959311 +2016-08-19 11:20:06,337 DEBUG: View 2 : 0.54494047619 +2016-08-19 11:20:06,614 DEBUG: View 4 : 0.561002286964 +2016-08-19 11:20:09,625 DEBUG: Best view : MiRNA__ +2016-08-19 11:20:09,835 DEBUG: Start: Iteration 805 +2016-08-19 11:20:10,126 DEBUG: View 0 : 0.60108892922 +2016-08-19 11:20:10,139 DEBUG: View 1 : 0.567966903073 +2016-08-19 11:20:10,394 DEBUG: View 3 : 0.560798122066 +2016-08-19 11:20:10,493 DEBUG: View 2 : 0.566210045662 +2016-08-19 11:20:10,774 DEBUG: View 4 : 0.520520869666 +2016-08-19 11:20:13,739 DEBUG: Best view : Methyl_ +2016-08-19 11:20:13,948 DEBUG: Start: Iteration 806 +2016-08-19 11:20:14,176 DEBUG: View 0 : 0.486590038314 +2016-08-19 11:20:14,189 DEBUG: View 1 : 0.433333333333 +2016-08-19 11:20:14,450 DEBUG: View 3 : 0.612111511271 +2016-08-19 11:20:14,587 DEBUG: View 2 : 0.580392156863 +2016-08-19 11:20:14,859 DEBUG: View 4 : 0.565050116432 +2016-08-19 11:20:17,891 DEBUG: Best view : Clinic_ +2016-08-19 11:20:18,101 DEBUG: Start: Iteration 807 +2016-08-19 11:20:18,357 DEBUG: View 0 : 0.773879716981 +2016-08-19 11:20:18,368 DEBUG: View 1 : 0.560606060606 +2016-08-19 11:20:18,625 DEBUG: View 3 : 0.485346889952 +2016-08-19 11:20:18,726 DEBUG: View 2 : 0.561367218282 +2016-08-19 11:20:19,000 DEBUG: View 4 : 0.583305693753 +2016-08-19 11:20:22,023 DEBUG: Best view : Methyl_ +2016-08-19 11:20:22,234 DEBUG: Start: Iteration 808 +2016-08-19 11:20:22,524 DEBUG: View 0 : 0.596014492754 +2016-08-19 11:20:22,537 DEBUG: View 1 : 0.567415730337 +2016-08-19 11:20:22,793 DEBUG: View 3 : 0.723372623978 +2016-08-19 11:20:22,894 DEBUG: View 2 : 0.514393939394 +2016-08-19 11:20:23,170 DEBUG: View 4 : 0.545215100966 +2016-08-19 11:20:26,156 DEBUG: Best view : Clinic_ +2016-08-19 11:20:26,366 DEBUG: Start: Iteration 809 +2016-08-19 11:20:26,663 DEBUG: View 0 : 0.60183982684 +2016-08-19 11:20:26,673 DEBUG: View 1 : 0.656311154599 +2016-08-19 11:20:26,929 DEBUG: View 3 : 0.598215511325 +2016-08-19 11:20:27,030 DEBUG: View 2 : 0.490863011871 +2016-08-19 11:20:27,309 DEBUG: View 4 : 0.516307352128 +2016-08-19 11:20:30,299 DEBUG: Best view : MiRNA__ +2016-08-19 11:20:30,509 DEBUG: Start: Iteration 810 +2016-08-19 11:20:30,752 DEBUG: View 0 : 0.401741803279 +2016-08-19 11:20:30,763 DEBUG: View 1 : 0.548661417323 +2016-08-19 11:20:31,016 DEBUG: View 3 : 0.516307352128 +2016-08-19 11:20:31,117 DEBUG: View 2 : 0.522408551535 +2016-08-19 11:20:31,394 DEBUG: View 4 : 0.597245450074 +2016-08-19 11:20:34,444 DEBUG: Best view : MRNASeq +2016-08-19 11:20:34,656 DEBUG: Start: Iteration 811 +2016-08-19 11:20:34,882 DEBUG: View 0 : 0.555388219545 +2016-08-19 11:20:34,893 DEBUG: View 1 : 0.625152625153 +2016-08-19 11:20:35,150 DEBUG: View 3 : 0.515821540881 +2016-08-19 11:20:35,252 DEBUG: View 2 : 0.4745980073 +2016-08-19 11:20:35,526 DEBUG: View 4 : 0.578582677165 +2016-08-19 11:20:38,578 DEBUG: Best view : MRNASeq +2016-08-19 11:20:38,791 DEBUG: Start: Iteration 812 +2016-08-19 11:20:39,019 DEBUG: View 0 : 0.537089201878 +2016-08-19 11:20:39,032 DEBUG: View 1 : 0.602758052897 +2016-08-19 11:20:39,285 DEBUG: View 3 : 0.496304545915 +2016-08-19 11:20:39,388 DEBUG: View 2 : 0.553596387485 +2016-08-19 11:20:39,665 DEBUG: View 4 : 0.558943089431 +2016-08-19 11:20:42,705 DEBUG: Best view : MiRNA__ +2016-08-19 11:20:42,914 DEBUG: Start: Iteration 813 +2016-08-19 11:20:43,155 DEBUG: View 0 : 0.554772892883 +2016-08-19 11:20:43,169 DEBUG: View 1 : 0.538978494624 +2016-08-19 11:20:43,424 DEBUG: View 3 : 0.504262672811 +2016-08-19 11:20:43,526 DEBUG: View 2 : 0.556299385426 +2016-08-19 11:20:43,804 DEBUG: View 4 : 0.504262672811 +2016-08-19 11:20:46,845 DEBUG: Best view : RNASeq_ +2016-08-19 11:20:47,055 DEBUG: Start: Iteration 814 +2016-08-19 11:20:47,347 DEBUG: View 0 : 0.403985507246 +2016-08-19 11:20:47,359 DEBUG: View 1 : 0.55019379845 +2016-08-19 11:20:47,620 DEBUG: View 3 : 0.520721925134 +2016-08-19 11:20:47,747 DEBUG: View 2 : 0.506906702899 +2016-08-19 11:20:48,025 DEBUG: View 4 : 0.571575589174 +2016-08-19 11:20:51,099 DEBUG: Best view : MRNASeq +2016-08-19 11:20:51,310 DEBUG: Start: Iteration 815 +2016-08-19 11:20:51,601 DEBUG: View 0 : 0.515030885381 +2016-08-19 11:20:51,611 DEBUG: View 1 : 0.605284552846 +2016-08-19 11:20:51,867 DEBUG: View 3 : 0.566210045662 +2016-08-19 11:20:51,969 DEBUG: View 2 : 0.567979002625 +2016-08-19 11:20:52,242 DEBUG: View 4 : 0.569169960474 +2016-08-19 11:20:55,253 DEBUG: Best view : Clinic_ +2016-08-19 11:20:55,465 DEBUG: Start: Iteration 816 +2016-08-19 11:20:55,754 DEBUG: View 0 : 0.493119493119 +2016-08-19 11:20:55,765 DEBUG: View 1 : 0.656702898551 +2016-08-19 11:20:56,019 DEBUG: View 3 : 0.568664795509 +2016-08-19 11:20:56,121 DEBUG: View 2 : 0.533567069212 +2016-08-19 11:20:56,396 DEBUG: View 4 : 0.593253968254 +2016-08-19 11:20:59,432 DEBUG: Best view : MiRNA__ +2016-08-19 11:20:59,644 DEBUG: Start: Iteration 817 +2016-08-19 11:20:59,870 DEBUG: View 0 : 0.612539246468 +2016-08-19 11:20:59,882 DEBUG: View 1 : 0.593718718719 +2016-08-19 11:21:00,139 DEBUG: View 3 : 0.590513833992 +2016-08-19 11:21:00,240 DEBUG: View 2 : 0.542502088555 +2016-08-19 11:21:00,518 DEBUG: View 4 : 0.530632411067 +2016-08-19 11:21:03,592 DEBUG: Best view : MiRNA__ +2016-08-19 11:21:03,804 DEBUG: Start: Iteration 818 +2016-08-19 11:21:04,091 DEBUG: View 0 : 0.496639784946 +2016-08-19 11:21:04,105 DEBUG: View 1 : 0.718873517787 +2016-08-19 11:21:04,359 DEBUG: View 3 : 0.546771653543 +2016-08-19 11:21:04,459 DEBUG: View 2 : 0.564455364455 +2016-08-19 11:21:04,730 DEBUG: View 4 : 0.556623198353 +2016-08-19 11:21:07,768 DEBUG: Best view : MiRNA__ +2016-08-19 11:21:07,981 DEBUG: Start: Iteration 819 +2016-08-19 11:21:08,205 DEBUG: View 0 : 0.514228255405 +2016-08-19 11:21:08,218 DEBUG: View 1 : 0.479218880535 +2016-08-19 11:21:08,474 DEBUG: View 3 : 0.592363898323 +2016-08-19 11:21:08,575 DEBUG: View 2 : 0.6088365243 +2016-08-19 11:21:08,849 DEBUG: View 4 : 0.549209486166 +2016-08-19 11:21:11,927 DEBUG: Best view : Clinic_ +2016-08-19 11:21:12,141 DEBUG: Start: Iteration 820 +2016-08-19 11:21:12,429 DEBUG: View 0 : 0.593718718719 +2016-08-19 11:21:12,442 DEBUG: View 1 : 0.629160530191 +2016-08-19 11:21:12,696 DEBUG: View 3 : 0.565255992897 +2016-08-19 11:21:12,795 DEBUG: View 2 : 0.492617617618 +2016-08-19 11:21:13,092 DEBUG: View 4 : 0.583581033263 +2016-08-19 11:21:16,099 DEBUG: Best view : MiRNA__ +2016-08-19 11:21:16,312 DEBUG: Start: Iteration 821 +2016-08-19 11:21:16,606 DEBUG: View 0 : 0.494221529671 +2016-08-19 11:21:16,618 DEBUG: View 1 : 0.684215896337 +2016-08-19 11:21:16,875 DEBUG: View 3 : 0.642995612693 +2016-08-19 11:21:16,976 DEBUG: View 2 : 0.572139303483 +2016-08-19 11:21:17,259 DEBUG: View 4 : 0.55750122971 +2016-08-19 11:21:20,286 DEBUG: Best view : MiRNA__ +2016-08-19 11:21:20,497 DEBUG: Start: Iteration 822 +2016-08-19 11:21:20,722 DEBUG: View 0 : 0.511962247586 +2016-08-19 11:21:20,733 DEBUG: View 1 : 0.54377340824 +2016-08-19 11:21:20,990 DEBUG: View 3 : 0.493119493119 +2016-08-19 11:21:21,087 DEBUG: View 2 : 0.477546110666 +2016-08-19 11:21:21,366 DEBUG: View 4 : 0.488442103 +2016-08-19 11:21:24,483 DEBUG: Best view : MiRNA__ +2016-08-19 11:21:24,696 DEBUG: Start: Iteration 823 +2016-08-19 11:21:24,987 DEBUG: View 0 : 0.529771959459 +2016-08-19 11:21:24,997 DEBUG: View 1 : 0.46393557423 +2016-08-19 11:21:25,253 DEBUG: View 3 : 0.760734908136 +2016-08-19 11:21:25,355 DEBUG: View 2 : 0.557375328084 +2016-08-19 11:21:25,628 DEBUG: View 4 : 0.542502088555 +2016-08-19 11:21:28,673 DEBUG: Best view : Clinic_ +2016-08-19 11:21:28,886 DEBUG: Start: Iteration 824 +2016-08-19 11:21:29,131 DEBUG: View 0 : 0.390275430049 +2016-08-19 11:21:29,142 DEBUG: View 1 : 0.700268817204 +2016-08-19 11:21:29,397 DEBUG: View 3 : 0.553080847724 +2016-08-19 11:21:29,498 DEBUG: View 2 : 0.513095238095 +2016-08-19 11:21:29,775 DEBUG: View 4 : 0.529693799717 +2016-08-19 11:21:32,854 DEBUG: Best view : MiRNA__ +2016-08-19 11:21:33,065 DEBUG: Start: Iteration 825 +2016-08-19 11:21:33,316 DEBUG: View 0 : 0.490970309152 +2016-08-19 11:21:33,327 DEBUG: View 1 : 0.571695344805 +2016-08-19 11:21:33,581 DEBUG: View 3 : 0.527564102564 +2016-08-19 11:21:33,681 DEBUG: View 2 : 0.619533947066 +2016-08-19 11:21:33,958 DEBUG: View 4 : 0.50946969697 +2016-08-19 11:21:37,050 DEBUG: Best view : RNASeq_ +2016-08-19 11:21:37,269 DEBUG: Start: Iteration 826 +2016-08-19 11:21:37,568 DEBUG: View 0 : 0.492617617618 +2016-08-19 11:21:37,578 DEBUG: View 1 : 0.639824596372 +2016-08-19 11:21:37,839 DEBUG: View 3 : 0.484449760766 +2016-08-19 11:21:37,940 DEBUG: View 2 : 0.503118503119 +2016-08-19 11:21:38,221 DEBUG: View 4 : 0.561367218282 +2016-08-19 11:21:41,255 DEBUG: Best view : MiRNA__ +2016-08-19 11:21:41,466 DEBUG: Start: Iteration 827 +2016-08-19 11:21:41,760 DEBUG: View 0 : 0.572900313972 +2016-08-19 11:21:41,772 DEBUG: View 1 : 0.820512820513 +2016-08-19 11:21:42,027 DEBUG: View 3 : 0.585127591707 +2016-08-19 11:21:42,129 DEBUG: View 2 : 0.551583093471 +2016-08-19 11:21:42,407 DEBUG: View 4 : 0.536551030669 +2016-08-19 11:21:45,465 DEBUG: Best view : MiRNA__ +2016-08-19 11:21:45,677 DEBUG: Start: Iteration 828 +2016-08-19 11:21:45,962 DEBUG: View 0 : 0.578947368421 +2016-08-19 11:21:45,975 DEBUG: View 1 : 0.728853754941 +2016-08-19 11:21:46,230 DEBUG: View 3 : 0.672759433962 +2016-08-19 11:21:46,329 DEBUG: View 2 : 0.580392156863 +2016-08-19 11:21:46,609 DEBUG: View 4 : 0.499254250771 +2016-08-19 11:21:49,667 DEBUG: Best view : MiRNA__ +2016-08-19 11:21:49,880 DEBUG: Start: Iteration 829 +2016-08-19 11:21:50,132 DEBUG: View 0 : 0.511377245509 +2016-08-19 11:21:50,143 DEBUG: View 1 : 0.669509803922 +2016-08-19 11:21:50,397 DEBUG: View 3 : 0.5422182995 +2016-08-19 11:21:50,499 DEBUG: View 2 : 0.584158415842 +2016-08-19 11:21:50,771 DEBUG: View 4 : 0.521885521886 +2016-08-19 11:21:53,872 DEBUG: Best view : MiRNA__ +2016-08-19 11:21:54,085 DEBUG: Start: Iteration 830 +2016-08-19 11:21:54,320 DEBUG: View 0 : 0.452325581395 +2016-08-19 11:21:54,330 DEBUG: View 1 : 0.656057945566 +2016-08-19 11:21:54,589 DEBUG: View 3 : 0.50946969697 +2016-08-19 11:21:54,689 DEBUG: View 2 : 0.570487302677 +2016-08-19 11:21:54,966 DEBUG: View 4 : 0.548779220779 +2016-08-19 11:21:58,078 DEBUG: Best view : MiRNA__ +2016-08-19 11:21:58,292 DEBUG: Start: Iteration 831 +2016-08-19 11:21:58,580 DEBUG: View 0 : 0.421210906175 +2016-08-19 11:21:58,591 DEBUG: View 1 : 0.667708333333 +2016-08-19 11:21:58,847 DEBUG: View 3 : 0.541469661151 +2016-08-19 11:21:58,948 DEBUG: View 2 : 0.616774891775 +2016-08-19 11:21:59,215 DEBUG: View 4 : 0.617740002179 +2016-08-19 11:22:02,315 DEBUG: Best view : MRNASeq +2016-08-19 11:22:02,530 DEBUG: Start: Iteration 832 +2016-08-19 11:22:02,762 DEBUG: View 0 : 0.502791563275 +2016-08-19 11:22:02,776 DEBUG: View 1 : 0.584045584046 +2016-08-19 11:22:03,034 DEBUG: View 3 : 0.569551282051 +2016-08-19 11:22:03,137 DEBUG: View 2 : 0.508274231678 +2016-08-19 11:22:03,407 DEBUG: View 4 : 0.546618852459 +2016-08-19 11:22:06,545 DEBUG: Best view : MiRNA__ +2016-08-19 11:22:06,758 DEBUG: Start: Iteration 833 +2016-08-19 11:22:07,046 DEBUG: View 0 : 0.432104832105 +2016-08-19 11:22:07,059 DEBUG: View 1 : 0.385769230769 +2016-08-19 11:22:07,327 DEBUG: View 3 : 0.50946969697 +2016-08-19 11:22:07,433 DEBUG: View 2 : 0.53942071674 +2016-08-19 11:22:07,718 DEBUG: View 4 : 0.547023809524 +2016-08-19 11:22:10,858 DEBUG: Best view : MRNASeq +2016-08-19 11:22:11,073 DEBUG: Start: Iteration 834 +2016-08-19 11:22:11,295 DEBUG: View 0 : 0.5125 +2016-08-19 11:22:11,306 DEBUG: View 1 : 0.667708333333 +2016-08-19 11:22:11,561 DEBUG: View 3 : 0.450311302682 +2016-08-19 11:22:11,660 DEBUG: View 2 : 0.550746569814 +2016-08-19 11:22:11,939 DEBUG: View 4 : 0.606356356356 +2016-08-19 11:22:15,071 DEBUG: Best view : MRNASeq +2016-08-19 11:22:15,288 DEBUG: Start: Iteration 835 +2016-08-19 11:22:15,574 DEBUG: View 0 : 0.452325581395 +2016-08-19 11:22:15,586 DEBUG: View 1 : 0.372340425532 +2016-08-19 11:22:15,841 DEBUG: View 3 : 0.497404077498 +2016-08-19 11:22:15,943 DEBUG: View 2 : 0.506805194805 +2016-08-19 11:22:16,215 DEBUG: View 4 : 0.557043650794 +2016-08-19 11:22:19,289 DEBUG: Best view : MRNASeq +2016-08-19 11:22:19,506 DEBUG: Start: Iteration 836 +2016-08-19 11:22:19,798 DEBUG: View 0 : 0.587636363636 +2016-08-19 11:22:19,810 DEBUG: View 1 : 0.719117647059 +2016-08-19 11:22:20,066 DEBUG: View 3 : 0.576935329723 +2016-08-19 11:22:20,168 DEBUG: View 2 : 0.523046532046 +2016-08-19 11:22:20,446 DEBUG: View 4 : 0.497404077498 +2016-08-19 11:22:23,533 DEBUG: Best view : MiRNA__ +2016-08-19 11:22:23,749 DEBUG: Start: Iteration 837 +2016-08-19 11:22:24,039 DEBUG: View 0 : 0.525564304462 +2016-08-19 11:22:24,051 DEBUG: View 1 : 0.654204107831 +2016-08-19 11:22:24,306 DEBUG: View 3 : 0.589186351706 +2016-08-19 11:22:24,406 DEBUG: View 2 : 0.442226255293 +2016-08-19 11:22:24,684 DEBUG: View 4 : 0.533805031447 +2016-08-19 11:22:27,759 DEBUG: Best view : MiRNA__ +2016-08-19 11:22:27,974 DEBUG: Start: Iteration 838 +2016-08-19 11:22:28,267 DEBUG: View 0 : 0.490151515152 +2016-08-19 11:22:28,279 DEBUG: View 1 : 0.626207729469 +2016-08-19 11:22:28,533 DEBUG: View 3 : 0.601647543395 +2016-08-19 11:22:28,635 DEBUG: View 2 : 0.525234741784 +2016-08-19 11:22:28,912 DEBUG: View 4 : 0.534698996656 +2016-08-19 11:22:31,994 DEBUG: Best view : Clinic_ +2016-08-19 11:22:32,212 DEBUG: Start: Iteration 839 +2016-08-19 11:22:32,498 DEBUG: View 0 : 0.492080994387 +2016-08-19 11:22:32,512 DEBUG: View 1 : 0.688131313131 +2016-08-19 11:22:32,765 DEBUG: View 3 : 0.540916774386 +2016-08-19 11:22:32,870 DEBUG: View 2 : 0.578947368421 +2016-08-19 11:22:33,142 DEBUG: View 4 : 0.599550814149 +2016-08-19 11:22:36,244 DEBUG: Best view : RNASeq_ +2016-08-19 11:22:36,463 DEBUG: Start: Iteration 840 +2016-08-19 11:22:36,757 DEBUG: View 0 : 0.475340136054 +2016-08-19 11:22:36,768 DEBUG: View 1 : 0.659838935574 +2016-08-19 11:22:37,022 DEBUG: View 3 : 0.553655660377 +2016-08-19 11:22:37,122 DEBUG: View 2 : 0.581315577078 +2016-08-19 11:22:37,398 DEBUG: View 4 : 0.591908797417 +2016-08-19 11:22:40,503 DEBUG: Best view : MiRNA__ +2016-08-19 11:22:40,721 DEBUG: Start: Iteration 841 +2016-08-19 11:22:41,021 DEBUG: View 0 : 0.488376674547 +2016-08-19 11:22:41,034 DEBUG: View 1 : 0.802083333333 +2016-08-19 11:22:41,289 DEBUG: View 3 : 0.527473742399 +2016-08-19 11:22:41,389 DEBUG: View 2 : 0.556862745098 +2016-08-19 11:22:41,665 DEBUG: View 4 : 0.585182992996 +2016-08-19 11:22:44,759 DEBUG: Best view : MiRNA__ +2016-08-19 11:22:44,977 DEBUG: Start: Iteration 842 +2016-08-19 11:22:45,213 DEBUG: View 0 : 0.608215962441 +2016-08-19 11:22:45,225 DEBUG: View 1 : 0.428067078553 +2016-08-19 11:22:45,480 DEBUG: View 3 : 0.670799180328 +2016-08-19 11:22:45,581 DEBUG: View 2 : 0.500313283208 +2016-08-19 11:22:45,858 DEBUG: View 4 : 0.590909090909 +2016-08-19 11:22:49,022 DEBUG: Best view : Clinic_ +2016-08-19 11:22:49,241 DEBUG: Start: Iteration 843 +2016-08-19 11:22:49,490 DEBUG: View 0 : 0.511962247586 +2016-08-19 11:22:49,500 DEBUG: View 1 : 0.820512820513 +2016-08-19 11:22:49,756 DEBUG: View 3 : 0.67485449344 +2016-08-19 11:22:49,857 DEBUG: View 2 : 0.547186147186 +2016-08-19 11:22:50,135 DEBUG: View 4 : 0.491184727681 +2016-08-19 11:22:53,299 DEBUG: Best view : Clinic_ +2016-08-19 11:22:53,521 DEBUG: Start: Iteration 844 +2016-08-19 11:22:53,760 DEBUG: View 0 : 0.466666666667 +2016-08-19 11:22:53,771 DEBUG: View 1 : 0.618181818182 +2016-08-19 11:22:54,028 DEBUG: View 3 : 0.490711462451 +2016-08-19 11:22:54,129 DEBUG: View 2 : 0.559744722631 +2016-08-19 11:22:54,407 DEBUG: View 4 : 0.533134920635 +2016-08-19 11:22:57,566 DEBUG: Best view : MiRNA__ +2016-08-19 11:22:57,784 DEBUG: Start: Iteration 845 +2016-08-19 11:22:58,042 DEBUG: View 0 : 0.514889705882 +2016-08-19 11:22:58,053 DEBUG: View 1 : 0.662189957653 +2016-08-19 11:22:58,308 DEBUG: View 3 : 0.498217468806 +2016-08-19 11:22:58,404 DEBUG: View 2 : 0.571240421456 +2016-08-19 11:22:58,686 DEBUG: View 4 : 0.562951082598 +2016-08-19 11:23:01,837 DEBUG: Best view : MiRNA__ +2016-08-19 11:23:02,057 DEBUG: Start: Iteration 846 +2016-08-19 11:23:02,294 DEBUG: View 0 : 0.591132478632 +2016-08-19 11:23:02,305 DEBUG: View 1 : 0.587636363636 +2016-08-19 11:23:02,566 DEBUG: View 3 : 0.67263681592 +2016-08-19 11:23:02,668 DEBUG: View 2 : 0.503463203463 +2016-08-19 11:23:02,941 DEBUG: View 4 : 0.554824339374 +2016-08-19 11:23:06,107 DEBUG: Best view : Clinic_ +2016-08-19 11:23:06,327 DEBUG: Start: Iteration 847 +2016-08-19 11:23:06,579 DEBUG: View 0 : 0.493119493119 +2016-08-19 11:23:06,590 DEBUG: View 1 : 0.632727272727 +2016-08-19 11:23:06,846 DEBUG: View 3 : 0.583305693753 +2016-08-19 11:23:06,950 DEBUG: View 2 : 0.527534562212 +2016-08-19 11:23:07,227 DEBUG: View 4 : 0.508445945946 +2016-08-19 11:23:10,400 DEBUG: Best view : MiRNA__ +2016-08-19 11:23:10,619 DEBUG: Start: Iteration 848 +2016-08-19 11:23:10,859 DEBUG: View 0 : 0.582174688057 +2016-08-19 11:23:10,871 DEBUG: View 1 : 0.59375 +2016-08-19 11:23:11,126 DEBUG: View 3 : 0.524415507547 +2016-08-19 11:23:11,224 DEBUG: View 2 : 0.554102564103 +2016-08-19 11:23:11,498 DEBUG: View 4 : 0.569169960474 +2016-08-19 11:23:14,686 DEBUG: Best view : MiRNA__ +2016-08-19 11:23:14,906 DEBUG: Start: Iteration 849 +2016-08-19 11:23:15,151 DEBUG: View 0 : 0.555749331473 +2016-08-19 11:23:15,164 DEBUG: View 1 : 0.620997375328 +2016-08-19 11:23:15,421 DEBUG: View 3 : 0.551705350332 +2016-08-19 11:23:15,521 DEBUG: View 2 : 0.53403419348 +2016-08-19 11:23:15,801 DEBUG: View 4 : 0.557485322896 +2016-08-19 11:23:19,031 DEBUG: Best view : MiRNA__ +2016-08-19 11:23:19,269 DEBUG: Start: Iteration 850 +2016-08-19 11:23:19,565 DEBUG: View 0 : 0.488376674547 +2016-08-19 11:23:19,576 DEBUG: View 1 : 0.422306507052 +2016-08-19 11:23:19,831 DEBUG: View 3 : 0.508778049064 +2016-08-19 11:23:19,935 DEBUG: View 2 : 0.59310959311 +2016-08-19 11:23:20,210 DEBUG: View 4 : 0.565050116432 +2016-08-19 11:23:23,374 DEBUG: Best view : RNASeq_ +2016-08-19 11:23:23,595 DEBUG: Start: Iteration 851 +2016-08-19 11:23:23,828 DEBUG: View 0 : 0.555388219545 +2016-08-19 11:23:23,840 DEBUG: View 1 : 0.745819397993 +2016-08-19 11:23:24,097 DEBUG: View 3 : 0.620454545455 +2016-08-19 11:23:24,194 DEBUG: View 2 : 0.509029690848 +2016-08-19 11:23:24,473 DEBUG: View 4 : 0.535773078384 +2016-08-19 11:23:27,715 DEBUG: Best view : MiRNA__ +2016-08-19 11:23:27,935 DEBUG: Start: Iteration 852 +2016-08-19 11:23:28,223 DEBUG: View 0 : 0.525324675325 +2016-08-19 11:23:28,235 DEBUG: View 1 : 0.544342507645 +2016-08-19 11:23:28,493 DEBUG: View 3 : 0.588012295082 +2016-08-19 11:23:28,593 DEBUG: View 2 : 0.49504950495 +2016-08-19 11:23:28,863 DEBUG: View 4 : 0.58 +2016-08-19 11:23:32,040 DEBUG: Best view : Clinic_ +2016-08-19 11:23:32,264 DEBUG: Start: Iteration 853 +2016-08-19 11:23:32,556 DEBUG: View 0 : 0.493119493119 +2016-08-19 11:23:32,569 DEBUG: View 1 : 0.512906504065 +2016-08-19 11:23:32,827 DEBUG: View 3 : 0.535773078384 +2016-08-19 11:23:32,931 DEBUG: View 2 : 0.544759477541 +2016-08-19 11:23:33,211 DEBUG: View 4 : 0.552123938031 +2016-08-19 11:23:36,466 DEBUG: Best view : Clinic_ +2016-08-19 11:23:36,697 DEBUG: Start: Iteration 854 +2016-08-19 11:23:36,991 DEBUG: View 0 : 0.554989384289 +2016-08-19 11:23:37,001 DEBUG: View 1 : 0.666894781865 +2016-08-19 11:23:37,265 DEBUG: View 3 : 0.709829059829 +2016-08-19 11:23:37,405 DEBUG: View 2 : 0.52999509082 +2016-08-19 11:23:37,676 DEBUG: View 4 : 0.571240421456 +2016-08-19 11:23:40,956 DEBUG: Best view : Clinic_ +2016-08-19 11:23:41,180 DEBUG: Start: Iteration 855 +2016-08-19 11:23:41,433 DEBUG: View 0 : 0.438509069165 +2016-08-19 11:23:41,444 DEBUG: View 1 : 0.625814863103 +2016-08-19 11:23:41,709 DEBUG: View 3 : 0.620454545455 +2016-08-19 11:23:41,813 DEBUG: View 2 : 0.450463821892 +2016-08-19 11:23:42,106 DEBUG: View 4 : 0.554924242424 +2016-08-19 11:23:45,352 DEBUG: Best view : MiRNA__ +2016-08-19 11:23:45,574 DEBUG: Start: Iteration 856 +2016-08-19 11:23:45,813 DEBUG: View 0 : 0.488780207135 +2016-08-19 11:23:45,826 DEBUG: View 1 : 0.553596387485 +2016-08-19 11:23:46,081 DEBUG: View 3 : 0.580564120132 +2016-08-19 11:23:46,182 DEBUG: View 2 : 0.581517094017 +2016-08-19 11:23:46,460 DEBUG: View 4 : 0.56442831216 +2016-08-19 11:23:49,704 DEBUG: Best view : Clinic_ +2016-08-19 11:23:49,933 DEBUG: Start: Iteration 857 +2016-08-19 11:23:50,236 DEBUG: View 0 : 0.63382117081 +2016-08-19 11:23:50,246 DEBUG: View 1 : 0.597350230415 +2016-08-19 11:23:50,509 DEBUG: View 3 : 0.527473742399 +2016-08-19 11:23:50,616 DEBUG: View 2 : 0.515547489413 +2016-08-19 11:23:50,898 DEBUG: View 4 : 0.541875522139 +2016-08-19 11:23:54,114 DEBUG: Best view : Methyl_ +2016-08-19 11:23:54,337 DEBUG: Start: Iteration 858 +2016-08-19 11:23:54,566 DEBUG: View 0 : 0.647108843537 +2016-08-19 11:23:54,578 DEBUG: View 1 : 0.410264227642 +2016-08-19 11:23:54,836 DEBUG: View 3 : 0.488921568627 +2016-08-19 11:23:54,937 DEBUG: View 2 : 0.540556900726 +2016-08-19 11:23:55,212 DEBUG: View 4 : 0.544554455446 +2016-08-19 11:23:58,439 DEBUG: Best view : Methyl_ +2016-08-19 11:23:58,660 DEBUG: Start: Iteration 859 +2016-08-19 11:23:58,896 DEBUG: View 0 : 0.505474992601 +2016-08-19 11:23:58,908 DEBUG: View 1 : 0.647108843537 +2016-08-19 11:23:59,180 DEBUG: View 3 : 0.546016483516 +2016-08-19 11:23:59,310 DEBUG: View 2 : 0.594472084024 +2016-08-19 11:23:59,604 DEBUG: View 4 : 0.536270491803 +2016-08-19 11:24:02,828 DEBUG: Best view : RNASeq_ +2016-08-19 11:24:03,055 DEBUG: Start: Iteration 860 +2016-08-19 11:24:03,298 DEBUG: View 0 : 0.514889705882 +2016-08-19 11:24:03,309 DEBUG: View 1 : 0.424110835401 +2016-08-19 11:24:03,567 DEBUG: View 3 : 0.527693064437 +2016-08-19 11:24:03,666 DEBUG: View 2 : 0.520652173913 +2016-08-19 11:24:03,946 DEBUG: View 4 : 0.547433431204 +2016-08-19 11:24:07,255 DEBUG: Best view : Methyl_ +2016-08-19 11:24:07,488 DEBUG: Start: Iteration 861 +2016-08-19 11:24:07,779 DEBUG: View 0 : 0.509644670051 +2016-08-19 11:24:07,790 DEBUG: View 1 : 0.697641341709 +2016-08-19 11:24:08,051 DEBUG: View 3 : 0.542017304729 +2016-08-19 11:24:08,189 DEBUG: View 2 : 0.520781119465 +2016-08-19 11:24:08,469 DEBUG: View 4 : 0.615946097698 +2016-08-19 11:24:11,756 DEBUG: Best view : MiRNA__ +2016-08-19 11:24:11,978 DEBUG: Start: Iteration 862 +2016-08-19 11:24:12,203 DEBUG: View 0 : 0.629585207396 +2016-08-19 11:24:12,216 DEBUG: View 1 : 0.463918900894 +2016-08-19 11:24:12,473 DEBUG: View 3 : 0.592097750371 +2016-08-19 11:24:12,570 DEBUG: View 2 : 0.503695454085 +2016-08-19 11:24:12,849 DEBUG: View 4 : 0.485148514851 +2016-08-19 11:24:16,105 DEBUG: Best view : Clinic_ +2016-08-19 11:24:16,329 DEBUG: Start: Iteration 863 +2016-08-19 11:24:16,636 DEBUG: View 0 : 0.521586345382 +2016-08-19 11:24:16,647 DEBUG: View 1 : 0.566666666667 +2016-08-19 11:24:16,907 DEBUG: View 3 : 0.485547992503 +2016-08-19 11:24:17,018 DEBUG: View 2 : 0.597123015873 +2016-08-19 11:24:17,293 DEBUG: View 4 : 0.485547992503 +2016-08-19 11:24:20,492 DEBUG: Best view : RNASeq_ +2016-08-19 11:24:20,716 DEBUG: Start: Iteration 864 +2016-08-19 11:24:20,952 DEBUG: View 0 : 0.589660493827 +2016-08-19 11:24:20,965 DEBUG: View 1 : 0.8125 +2016-08-19 11:24:21,222 DEBUG: View 3 : 0.559236384054 +2016-08-19 11:24:21,320 DEBUG: View 2 : 0.58319967923 +2016-08-19 11:24:21,597 DEBUG: View 4 : 0.532190592797 +2016-08-19 11:24:24,851 DEBUG: Best view : RNASeq_ +2016-08-19 11:24:25,077 DEBUG: Start: Iteration 865 +2016-08-19 11:24:25,338 DEBUG: View 0 : 0.615165010848 +2016-08-19 11:24:25,348 DEBUG: View 1 : 0.551583093471 +2016-08-19 11:24:25,612 DEBUG: View 3 : 0.515256410256 +2016-08-19 11:24:25,719 DEBUG: View 2 : 0.589003436426 +2016-08-19 11:24:25,998 DEBUG: View 4 : 0.575520833333 +2016-08-19 11:24:29,325 DEBUG: Best view : Methyl_ +2016-08-19 11:24:29,552 DEBUG: Start: Iteration 866 +2016-08-19 11:24:29,870 DEBUG: View 1 : 0.481601731602 +2016-08-19 11:24:30,026 DEBUG: View 0 : 0.390275430049 +2016-08-19 11:24:30,122 DEBUG: View 3 : 0.575 +2016-08-19 11:24:30,228 DEBUG: View 2 : 0.530632411067 +2016-08-19 11:24:30,506 DEBUG: View 4 : 0.528894989705 +2016-08-19 11:24:33,752 DEBUG: Best view : Clinic_ +2016-08-19 11:24:33,981 DEBUG: Start: Iteration 867 +2016-08-19 11:24:34,225 DEBUG: View 0 : 0.64826546003 +2016-08-19 11:24:34,237 DEBUG: View 1 : 0.55019379845 +2016-08-19 11:24:34,499 DEBUG: View 3 : 0.505140961857 +2016-08-19 11:24:34,606 DEBUG: View 2 : 0.53702069236 +2016-08-19 11:24:34,886 DEBUG: View 4 : 0.49828009828 +2016-08-19 11:24:38,222 DEBUG: Best view : Methyl_ +2016-08-19 11:24:38,451 DEBUG: Start: Iteration 868 +2016-08-19 11:24:38,709 DEBUG: View 0 : 0.502307692308 +2016-08-19 11:24:38,719 DEBUG: View 1 : 0.833272837266 +2016-08-19 11:24:39,002 DEBUG: View 3 : 0.785185185185 +2016-08-19 11:24:39,108 DEBUG: View 2 : 0.50548245614 +2016-08-19 11:24:39,440 DEBUG: View 4 : 0.529998970876 +2016-08-19 11:24:43,093 DEBUG: Best view : MiRNA__ +2016-08-19 11:24:43,322 DEBUG: Start: Iteration 869 +2016-08-19 11:24:43,651 DEBUG: View 1 : 0.643386243386 +2016-08-19 11:24:43,779 DEBUG: View 0 : 0.599790026247 +2016-08-19 11:24:43,897 DEBUG: View 3 : 0.484035326087 +2016-08-19 11:24:44,000 DEBUG: View 2 : 0.59375 +2016-08-19 11:24:44,290 DEBUG: View 4 : 0.575219492947 +2016-08-19 11:24:47,692 DEBUG: Best view : RNASeq_ +2016-08-19 11:24:47,924 DEBUG: Start: Iteration 870 +2016-08-19 11:24:48,176 DEBUG: View 0 : 0.578947368421 +2016-08-19 11:24:48,189 DEBUG: View 1 : 0.612182741117 +2016-08-19 11:24:48,455 DEBUG: View 3 : 0.607216708023 +2016-08-19 11:24:48,586 DEBUG: View 2 : 0.49487704918 +2016-08-19 11:24:48,873 DEBUG: View 4 : 0.544554455446 +2016-08-19 11:24:52,187 DEBUG: Best view : Clinic_ +2016-08-19 11:24:52,424 DEBUG: Start: Iteration 871 +2016-08-19 11:24:52,667 DEBUG: View 0 : 0.628745777487 +2016-08-19 11:24:52,681 DEBUG: View 1 : 0.757087628866 +2016-08-19 11:24:52,940 DEBUG: View 3 : 0.520581113801 +2016-08-19 11:24:53,052 DEBUG: View 2 : 0.549209486166 +2016-08-19 11:24:53,337 DEBUG: View 4 : 0.501525821596 +2016-08-19 11:24:56,661 DEBUG: Best view : Methyl_ +2016-08-19 11:24:56,890 DEBUG: Start: Iteration 872 +2016-08-19 11:24:57,123 DEBUG: View 0 : 0.524038461538 +2016-08-19 11:24:57,134 DEBUG: View 1 : 0.717918507609 +2016-08-19 11:24:57,405 DEBUG: View 3 : 0.684619422572 +2016-08-19 11:24:57,516 DEBUG: View 2 : 0.545215100966 +2016-08-19 11:24:57,792 DEBUG: View 4 : 0.5113623387 +2016-08-19 11:25:01,056 DEBUG: Best view : MiRNA__ +2016-08-19 11:25:01,282 DEBUG: Start: Iteration 873 +2016-08-19 11:25:01,592 DEBUG: View 0 : 0.527454068241 +2016-08-19 11:25:01,593 DEBUG: View 1 : 0.722077922078 +2016-08-19 11:25:01,850 DEBUG: View 3 : 0.577915681639 +2016-08-19 11:25:01,949 DEBUG: View 2 : 0.537003968254 +2016-08-19 11:25:02,224 DEBUG: View 4 : 0.520520869666 +2016-08-19 11:25:05,507 DEBUG: Best view : MiRNA__ +2016-08-19 11:25:05,732 DEBUG: Start: Iteration 874 +2016-08-19 11:25:05,972 DEBUG: View 0 : 0.527564102564 +2016-08-19 11:25:06,001 DEBUG: View 1 : 0.376303127506 +2016-08-19 11:25:06,242 DEBUG: View 3 : 0.680314309347 +2016-08-19 11:25:06,342 DEBUG: View 2 : 0.592363898323 +2016-08-19 11:25:06,622 DEBUG: View 4 : 0.56442831216 +2016-08-19 11:25:09,992 DEBUG: Best view : Clinic_ +2016-08-19 11:25:10,225 DEBUG: Start: Iteration 875 +2016-08-19 11:25:10,462 DEBUG: View 0 : 0.546892980437 +2016-08-19 11:25:10,477 DEBUG: View 1 : 0.69028635598 +2016-08-19 11:25:10,740 DEBUG: View 3 : 0.596092503987 +2016-08-19 11:25:10,848 DEBUG: View 2 : 0.531954887218 +2016-08-19 11:25:11,138 DEBUG: View 4 : 0.550249974492 +2016-08-19 11:25:14,469 DEBUG: Best view : MiRNA__ +2016-08-19 11:25:14,715 DEBUG: Start: Iteration 876 +2016-08-19 11:25:15,005 DEBUG: View 0 : 0.473438572409 +2016-08-19 11:25:15,018 DEBUG: View 1 : 0.569030489894 +2016-08-19 11:25:15,277 DEBUG: View 3 : 0.547186147186 +2016-08-19 11:25:15,378 DEBUG: View 2 : 0.543226381462 +2016-08-19 11:25:15,676 DEBUG: View 4 : 0.54039312545 +2016-08-19 11:25:19,084 DEBUG: Best view : MiRNA__ +2016-08-19 11:25:19,326 DEBUG: Start: Iteration 877 +2016-08-19 11:25:19,558 DEBUG: View 0 : 0.635466507177 +2016-08-19 11:25:19,569 DEBUG: View 1 : 0.465620992404 +2016-08-19 11:25:19,833 DEBUG: View 3 : 0.553746498599 +2016-08-19 11:25:19,936 DEBUG: View 2 : 0.542502088555 +2016-08-19 11:25:20,219 DEBUG: View 4 : 0.482278138528 +2016-08-19 11:25:23,555 DEBUG: Best view : Methyl_ +2016-08-19 11:25:23,784 DEBUG: Start: Iteration 878 +2016-08-19 11:25:24,092 DEBUG: View 0 : 0.506530322973 +2016-08-19 11:25:24,103 DEBUG: View 1 : 0.647108843537 +2016-08-19 11:25:24,366 DEBUG: View 3 : 0.696770334928 +2016-08-19 11:25:24,469 DEBUG: View 2 : 0.558018124507 +2016-08-19 11:25:24,758 DEBUG: View 4 : 0.581087799543 +2016-08-19 11:25:28,159 DEBUG: Best view : Clinic_ +2016-08-19 11:25:28,406 DEBUG: Start: Iteration 879 +2016-08-19 11:25:28,720 DEBUG: View 0 : 0.627971254837 +2016-08-19 11:25:28,732 DEBUG: View 1 : 0.668335787923 +2016-08-19 11:25:28,991 DEBUG: View 3 : 0.544006510871 +2016-08-19 11:25:29,093 DEBUG: View 2 : 0.530874018097 +2016-08-19 11:25:29,386 DEBUG: View 4 : 0.498217468806 +2016-08-19 11:25:32,793 DEBUG: Best view : MiRNA__ +2016-08-19 11:25:33,039 DEBUG: Start: Iteration 880 +2016-08-19 11:25:33,337 DEBUG: View 0 : 0.506906702899 +2016-08-19 11:25:33,347 DEBUG: View 1 : 0.70467032967 +2016-08-19 11:25:33,604 DEBUG: View 3 : 0.616332497911 +2016-08-19 11:25:33,703 DEBUG: View 2 : 0.584690893901 +2016-08-19 11:25:33,980 DEBUG: View 4 : 0.605248917749 +2016-08-19 11:25:37,309 DEBUG: Best view : Clinic_ +2016-08-19 11:25:37,560 DEBUG: Start: Iteration 881 +2016-08-19 11:25:37,789 DEBUG: View 0 : 0.483510261854 +2016-08-19 11:25:37,801 DEBUG: View 1 : 0.745524691358 +2016-08-19 11:25:38,068 DEBUG: View 3 : 0.449750025508 +2016-08-19 11:25:38,200 DEBUG: View 2 : 0.503695454085 +2016-08-19 11:25:38,468 DEBUG: View 4 : 0.500877963126 +2016-08-19 11:25:41,967 DEBUG: Best view : MiRNA__ +2016-08-19 11:25:42,197 DEBUG: Start: Iteration 882 +2016-08-19 11:25:42,452 DEBUG: View 0 : 0.511046511628 +2016-08-19 11:25:42,463 DEBUG: View 1 : 0.701932485323 +2016-08-19 11:25:42,730 DEBUG: View 3 : 0.577930544032 +2016-08-19 11:25:42,830 DEBUG: View 2 : 0.534961685824 +2016-08-19 11:25:43,110 DEBUG: View 4 : 0.468671679198 +2016-08-19 11:25:46,427 DEBUG: Best view : MiRNA__ +2016-08-19 11:25:46,656 DEBUG: Start: Iteration 883 +2016-08-19 11:25:46,944 DEBUG: View 0 : 0.521586345382 +2016-08-19 11:25:46,955 DEBUG: View 1 : 0.820512820513 +2016-08-19 11:25:47,212 DEBUG: View 3 : 0.620997375328 +2016-08-19 11:25:47,318 DEBUG: View 2 : 0.506944444444 +2016-08-19 11:25:47,589 DEBUG: View 4 : 0.553049289891 +2016-08-19 11:25:50,881 DEBUG: Best view : Clinic_ +2016-08-19 11:25:51,111 DEBUG: Start: Iteration 884 +2016-08-19 11:25:51,358 DEBUG: View 0 : 0.507682249101 +2016-08-19 11:25:51,370 DEBUG: View 1 : 0.508725490196 +2016-08-19 11:25:51,629 DEBUG: View 3 : 0.610739750446 +2016-08-19 11:25:51,731 DEBUG: View 2 : 0.562848383501 +2016-08-19 11:25:52,013 DEBUG: View 4 : 0.578582677165 +2016-08-19 11:25:55,352 DEBUG: Best view : Clinic_ +2016-08-19 11:25:55,584 DEBUG: Start: Iteration 885 +2016-08-19 11:25:55,876 DEBUG: View 0 : 0.602203647416 +2016-08-19 11:25:55,889 DEBUG: View 1 : 0.645115620576 +2016-08-19 11:25:56,143 DEBUG: View 3 : 0.581165187226 +2016-08-19 11:25:56,246 DEBUG: View 2 : 0.559970238095 +2016-08-19 11:25:56,519 DEBUG: View 4 : 0.553113553114 +2016-08-19 11:25:59,830 DEBUG: Best view : MiRNA__ +2016-08-19 11:26:00,060 DEBUG: Start: Iteration 886 +2016-08-19 11:26:00,364 DEBUG: View 0 : 0.510160197828 +2016-08-19 11:26:00,375 DEBUG: View 1 : 0.783613445378 +2016-08-19 11:26:00,634 DEBUG: View 3 : 0.545963229416 +2016-08-19 11:26:00,742 DEBUG: View 2 : 0.548779220779 +2016-08-19 11:26:01,017 DEBUG: View 4 : 0.555004135649 +2016-08-19 11:26:04,329 DEBUG: Best view : MiRNA__ +2016-08-19 11:26:04,560 DEBUG: Start: Iteration 887 +2016-08-19 11:26:04,865 DEBUG: View 0 : 0.435643564356 +2016-08-19 11:26:04,878 DEBUG: View 1 : 0.678442028986 +2016-08-19 11:26:05,136 DEBUG: View 3 : 0.622805092186 +2016-08-19 11:26:05,239 DEBUG: View 2 : 0.510162002946 +2016-08-19 11:26:05,516 DEBUG: View 4 : 0.639465424724 +2016-08-19 11:26:08,803 DEBUG: Best view : MiRNA__ +2016-08-19 11:26:09,033 DEBUG: Start: Iteration 888 +2016-08-19 11:26:09,324 DEBUG: View 0 : 0.524675324675 +2016-08-19 11:26:09,335 DEBUG: View 1 : 0.652527677738 +2016-08-19 11:26:09,597 DEBUG: View 3 : 0.574078341014 +2016-08-19 11:26:09,698 DEBUG: View 2 : 0.546618852459 +2016-08-19 11:26:09,975 DEBUG: View 4 : 0.485771744595 +2016-08-19 11:26:13,282 DEBUG: Best view : MiRNA__ +2016-08-19 11:26:13,514 DEBUG: Start: Iteration 889 +2016-08-19 11:26:13,752 DEBUG: View 0 : 0.412203687445 +2016-08-19 11:26:13,763 DEBUG: View 1 : 0.593253968254 +2016-08-19 11:26:14,022 DEBUG: View 3 : 0.611720807726 +2016-08-19 11:26:14,121 DEBUG: View 2 : 0.459035076611 +2016-08-19 11:26:14,401 DEBUG: View 4 : 0.599721413195 +2016-08-19 11:26:17,764 DEBUG: Best view : Clinic_ +2016-08-19 11:26:18,001 DEBUG: Start: Iteration 890 +2016-08-19 11:26:18,293 DEBUG: View 0 : 0.629405737705 +2016-08-19 11:26:18,306 DEBUG: View 1 : 0.457262659929 +2016-08-19 11:26:18,567 DEBUG: View 3 : 0.655879180151 +2016-08-19 11:26:18,666 DEBUG: View 2 : 0.563596491228 +2016-08-19 11:26:18,946 DEBUG: View 4 : 0.532365956571 +2016-08-19 11:26:22,273 DEBUG: Best view : Clinic_ +2016-08-19 11:26:22,504 DEBUG: Start: Iteration 891 +2016-08-19 11:26:22,802 DEBUG: View 0 : 0.408529741863 +2016-08-19 11:26:22,813 DEBUG: View 1 : 0.666330645161 +2016-08-19 11:26:23,072 DEBUG: View 3 : 0.551705350332 +2016-08-19 11:26:23,175 DEBUG: View 2 : 0.509210661727 +2016-08-19 11:26:23,447 DEBUG: View 4 : 0.499210526316 +2016-08-19 11:26:26,772 DEBUG: Best view : MiRNA__ +2016-08-19 11:26:27,008 DEBUG: Start: Iteration 892 +2016-08-19 11:26:27,267 DEBUG: View 0 : 0.54377340824 +2016-08-19 11:26:27,279 DEBUG: View 1 : 0.579577810506 +2016-08-19 11:26:27,540 DEBUG: View 3 : 0.556623198353 +2016-08-19 11:26:27,643 DEBUG: View 2 : 0.567492152075 +2016-08-19 11:26:27,920 DEBUG: View 4 : 0.552826784282 +2016-08-19 11:26:31,299 DEBUG: Best view : Clinic_ +2016-08-19 11:26:31,535 DEBUG: Start: Iteration 893 +2016-08-19 11:26:31,826 DEBUG: View 0 : 0.625814863103 +2016-08-19 11:26:31,837 DEBUG: View 1 : 0.563157894737 +2016-08-19 11:26:32,101 DEBUG: View 3 : 0.686960784314 +2016-08-19 11:26:32,230 DEBUG: View 2 : 0.608215962441 +2016-08-19 11:26:32,512 DEBUG: View 4 : 0.569766233766 +2016-08-19 11:26:35,884 DEBUG: Best view : Clinic_ +2016-08-19 11:26:36,126 DEBUG: Start: Iteration 894 +2016-08-19 11:26:36,429 DEBUG: View 0 : 0.519035280048 +2016-08-19 11:26:36,441 DEBUG: View 1 : 0.820512820513 +2016-08-19 11:26:36,701 DEBUG: View 3 : 0.653941008188 +2016-08-19 11:26:36,798 DEBUG: View 2 : 0.556155844156 +2016-08-19 11:26:37,087 DEBUG: View 4 : 0.542737340071 +2016-08-19 11:26:40,407 DEBUG: Best view : Clinic_ +2016-08-19 11:26:40,640 DEBUG: Start: Iteration 895 +2016-08-19 11:26:40,938 DEBUG: View 0 : 0.520652173913 +2016-08-19 11:26:40,949 DEBUG: View 1 : 0.66857717446 +2016-08-19 11:26:41,212 DEBUG: View 3 : 0.542702485966 +2016-08-19 11:26:41,316 DEBUG: View 2 : 0.544342507645 +2016-08-19 11:26:41,591 DEBUG: View 4 : 0.520980392157 +2016-08-19 11:26:44,908 DEBUG: Best view : MiRNA__ +2016-08-19 11:26:45,137 DEBUG: Start: Iteration 896 +2016-08-19 11:26:45,397 DEBUG: View 0 : 0.77491928975 +2016-08-19 11:26:45,407 DEBUG: View 1 : 0.678442028986 +2016-08-19 11:26:45,667 DEBUG: View 3 : 0.574142079271 +2016-08-19 11:26:45,775 DEBUG: View 2 : 0.522453889334 +2016-08-19 11:26:46,061 DEBUG: View 4 : 0.496924603175 +2016-08-19 11:26:49,463 DEBUG: Best view : Methyl_ +2016-08-19 11:26:49,700 DEBUG: Start: Iteration 897 +2016-08-19 11:26:49,944 DEBUG: View 0 : 0.532364787112 +2016-08-19 11:26:49,955 DEBUG: View 1 : 0.625152625153 +2016-08-19 11:26:50,219 DEBUG: View 3 : 0.594059405941 +2016-08-19 11:26:50,348 DEBUG: View 2 : 0.5125 +2016-08-19 11:26:50,623 DEBUG: View 4 : 0.527314814815 +2016-08-19 11:26:53,991 DEBUG: Best view : Clinic_ +2016-08-19 11:26:54,227 DEBUG: Start: Iteration 898 +2016-08-19 11:26:54,521 DEBUG: View 0 : 0.534130816506 +2016-08-19 11:26:54,532 DEBUG: View 1 : 0.652527677738 +2016-08-19 11:26:54,790 DEBUG: View 3 : 0.536877536878 +2016-08-19 11:26:54,887 DEBUG: View 2 : 0.569207317073 +2016-08-19 11:26:55,171 DEBUG: View 4 : 0.539944903581 +2016-08-19 11:26:58,541 DEBUG: Best view : MiRNA__ +2016-08-19 11:26:58,778 DEBUG: Start: Iteration 899 +2016-08-19 11:26:59,060 DEBUG: View 0 : 0.48137254902 +2016-08-19 11:26:59,073 DEBUG: View 1 : 0.67895256917 +2016-08-19 11:26:59,334 DEBUG: View 3 : 0.567979002625 +2016-08-19 11:26:59,435 DEBUG: View 2 : 0.56176097973 +2016-08-19 11:26:59,713 DEBUG: View 4 : 0.577373339892 +2016-08-19 11:27:03,070 DEBUG: Best view : MiRNA__ +2016-08-19 11:27:03,302 DEBUG: Start: Iteration 900 +2016-08-19 11:27:03,608 DEBUG: View 0 : 0.534539969834 +2016-08-19 11:27:03,620 DEBUG: View 1 : 0.667708333333 +2016-08-19 11:27:03,881 DEBUG: View 3 : 0.463122463122 +2016-08-19 11:27:03,983 DEBUG: View 2 : 0.607891624556 +2016-08-19 11:27:04,257 DEBUG: View 4 : 0.531974153298 +2016-08-19 11:27:07,604 DEBUG: Best view : RNASeq_ +2016-08-19 11:27:07,840 DEBUG: Start: Iteration 901 +2016-08-19 11:27:08,149 DEBUG: View 0 : 0.505982905983 +2016-08-19 11:27:08,162 DEBUG: View 1 : 0.585164515754 +2016-08-19 11:27:08,423 DEBUG: View 3 : 0.597032577142 +2016-08-19 11:27:08,524 DEBUG: View 2 : 0.5254019927 +2016-08-19 11:27:08,805 DEBUG: View 4 : 0.523767734386 +2016-08-19 11:27:12,225 DEBUG: Best view : Clinic_ +2016-08-19 11:27:12,463 DEBUG: Start: Iteration 902 +2016-08-19 11:27:12,712 DEBUG: View 0 : 0.554183043234 +2016-08-19 11:27:12,724 DEBUG: View 1 : 0.639892904953 +2016-08-19 11:27:12,984 DEBUG: View 3 : 0.639803921569 +2016-08-19 11:27:13,086 DEBUG: View 2 : 0.51323407775 +2016-08-19 11:27:13,368 DEBUG: View 4 : 0.511078431373 +2016-08-19 11:27:16,782 DEBUG: Best view : Clinic_ +2016-08-19 11:27:17,019 DEBUG: Start: Iteration 903 +2016-08-19 11:27:17,311 DEBUG: View 0 : 0.524542124542 +2016-08-19 11:27:17,324 DEBUG: View 1 : 0.497692307692 +2016-08-19 11:27:17,580 DEBUG: View 3 : 0.480407773176 +2016-08-19 11:27:17,681 DEBUG: View 2 : 0.586956521739 +2016-08-19 11:27:17,961 DEBUG: View 4 : 0.556964056483 +2016-08-19 11:27:21,359 DEBUG: Best view : RNASeq_ +2016-08-19 11:27:21,596 DEBUG: Start: Iteration 904 +2016-08-19 11:27:21,891 DEBUG: View 0 : 0.4249786142 +2016-08-19 11:27:21,903 DEBUG: View 1 : 0.564516129032 +2016-08-19 11:27:22,164 DEBUG: View 3 : 0.51338028169 +2016-08-19 11:27:22,265 DEBUG: View 2 : 0.551097972973 +2016-08-19 11:27:22,543 DEBUG: View 4 : 0.60505952381 +2016-08-19 11:27:25,946 DEBUG: Best view : MRNASeq +2016-08-19 11:27:26,184 DEBUG: Start: Iteration 905 +2016-08-19 11:27:26,449 DEBUG: View 0 : 0.597245450074 +2016-08-19 11:27:26,460 DEBUG: View 1 : 0.726356589147 +2016-08-19 11:27:26,718 DEBUG: View 3 : 0.556967213115 +2016-08-19 11:27:26,822 DEBUG: View 2 : 0.555805805806 +2016-08-19 11:27:27,097 DEBUG: View 4 : 0.540699575025 +2016-08-19 11:27:30,489 DEBUG: Best view : MiRNA__ +2016-08-19 11:27:30,724 DEBUG: Start: Iteration 906 +2016-08-19 11:27:31,023 DEBUG: View 0 : 0.407876408763 +2016-08-19 11:27:31,034 DEBUG: View 1 : 0.546771653543 +2016-08-19 11:27:31,296 DEBUG: View 3 : 0.56442831216 +2016-08-19 11:27:31,393 DEBUG: View 2 : 0.496924603175 +2016-08-19 11:27:31,680 DEBUG: View 4 : 0.554824339374 +2016-08-19 11:27:35,018 DEBUG: Best view : Clinic_ +2016-08-19 11:27:35,255 DEBUG: Start: Iteration 907 +2016-08-19 11:27:35,487 DEBUG: View 0 : 0.778280542986 +2016-08-19 11:27:35,500 DEBUG: View 1 : 0.595475113122 +2016-08-19 11:27:35,758 DEBUG: View 3 : 0.554989384289 +2016-08-19 11:27:35,861 DEBUG: View 2 : 0.531954887218 +2016-08-19 11:27:36,139 DEBUG: View 4 : 0.445195627158 +2016-08-19 11:27:39,553 DEBUG: Best view : Methyl_ +2016-08-19 11:27:39,789 DEBUG: Start: Iteration 908 +2016-08-19 11:27:40,023 DEBUG: View 0 : 0.580999180999 +2016-08-19 11:27:40,037 DEBUG: View 1 : 0.431862745098 +2016-08-19 11:27:40,295 DEBUG: View 3 : 0.569766233766 +2016-08-19 11:27:40,396 DEBUG: View 2 : 0.525564304462 +2016-08-19 11:27:40,674 DEBUG: View 4 : 0.540916774386 +2016-08-19 11:27:44,149 DEBUG: Best view : Clinic_ +2016-08-19 11:27:44,385 DEBUG: Start: Iteration 909 +2016-08-19 11:27:44,635 DEBUG: View 0 : 0.59763053971 +2016-08-19 11:27:44,649 DEBUG: View 1 : 0.714815557338 +2016-08-19 11:27:44,909 DEBUG: View 3 : 0.611411706837 +2016-08-19 11:27:45,013 DEBUG: View 2 : 0.522868773946 +2016-08-19 11:27:45,285 DEBUG: View 4 : 0.549828178694 +2016-08-19 11:27:48,680 DEBUG: Best view : MiRNA__ +2016-08-19 11:27:48,914 DEBUG: Start: Iteration 910 +2016-08-19 11:27:49,220 DEBUG: View 0 : 0.614463434484 +2016-08-19 11:27:49,232 DEBUG: View 1 : 0.667708333333 +2016-08-19 11:27:49,489 DEBUG: View 3 : 0.590997770346 +2016-08-19 11:27:49,589 DEBUG: View 2 : 0.589205397301 +2016-08-19 11:27:49,864 DEBUG: View 4 : 0.506906702899 +2016-08-19 11:27:53,226 DEBUG: Best view : Clinic_ +2016-08-19 11:27:53,461 DEBUG: Start: Iteration 911 +2016-08-19 11:27:53,702 DEBUG: View 0 : 0.525324675325 +2016-08-19 11:27:53,715 DEBUG: View 1 : 0.810945273632 +2016-08-19 11:27:53,981 DEBUG: View 3 : 0.513921231143 +2016-08-19 11:27:54,115 DEBUG: View 2 : 0.56176097973 +2016-08-19 11:27:54,400 DEBUG: View 4 : 0.571240421456 +2016-08-19 11:27:57,831 DEBUG: Best view : MRNASeq +2016-08-19 11:27:58,072 DEBUG: Start: Iteration 912 +2016-08-19 11:27:58,323 DEBUG: View 0 : 0.617117560256 +2016-08-19 11:27:58,334 DEBUG: View 1 : 0.611552417378 +2016-08-19 11:27:58,591 DEBUG: View 3 : 0.556862745098 +2016-08-19 11:27:58,690 DEBUG: View 2 : 0.526395173454 +2016-08-19 11:27:58,968 DEBUG: View 4 : 0.546016483516 +2016-08-19 11:28:02,428 DEBUG: Best view : MiRNA__ +2016-08-19 11:28:02,668 DEBUG: Start: Iteration 913 +2016-08-19 11:28:02,971 DEBUG: View 0 : 0.503463203463 +2016-08-19 11:28:02,983 DEBUG: View 1 : 0.463831967213 +2016-08-19 11:28:03,250 DEBUG: View 3 : 0.646254399196 +2016-08-19 11:28:03,352 DEBUG: View 2 : 0.5899016238 +2016-08-19 11:28:03,656 DEBUG: View 4 : 0.497884899164 +2016-08-19 11:28:07,133 DEBUG: Best view : Clinic_ +2016-08-19 11:28:07,384 DEBUG: Start: Iteration 914 +2016-08-19 11:28:07,652 DEBUG: View 0 : 0.49362244898 +2016-08-19 11:28:07,656 DEBUG: View 1 : 0.564085144928 +2016-08-19 11:28:07,919 DEBUG: View 3 : 0.542502088555 +2016-08-19 11:28:08,028 DEBUG: View 2 : 0.516773504274 +2016-08-19 11:28:08,303 DEBUG: View 4 : 0.5341191067 +2016-08-19 11:28:11,886 DEBUG: Best view : MiRNA__ +2016-08-19 11:28:12,128 DEBUG: Start: Iteration 915 +2016-08-19 11:28:12,422 DEBUG: View 0 : 0.590327380952 +2016-08-19 11:28:12,434 DEBUG: View 1 : 0.810945273632 +2016-08-19 11:28:12,694 DEBUG: View 3 : 0.596880131363 +2016-08-19 11:28:12,798 DEBUG: View 2 : 0.587878787879 +2016-08-19 11:28:13,096 DEBUG: View 4 : 0.481459270365 +2016-08-19 11:28:16,665 DEBUG: Best view : RNASeq_ +2016-08-19 11:28:16,905 DEBUG: Start: Iteration 916 +2016-08-19 11:28:17,161 DEBUG: View 0 : 0.494221529671 +2016-08-19 11:28:17,169 DEBUG: View 1 : 0.393101761252 +2016-08-19 11:28:17,438 DEBUG: View 3 : 0.575219492947 +2016-08-19 11:28:17,563 DEBUG: View 2 : 0.636860969628 +2016-08-19 11:28:17,830 DEBUG: View 4 : 0.536551030669 +2016-08-19 11:28:21,301 DEBUG: Best view : RNASeq_ +2016-08-19 11:28:21,542 DEBUG: Start: Iteration 917 +2016-08-19 11:28:21,793 DEBUG: View 0 : 0.540757381258 +2016-08-19 11:28:21,805 DEBUG: View 1 : 0.717918507609 +2016-08-19 11:28:22,058 DEBUG: View 3 : 0.57265258216 +2016-08-19 11:28:22,161 DEBUG: View 2 : 0.554924242424 +2016-08-19 11:28:22,445 DEBUG: View 4 : 0.571315996848 +2016-08-19 11:28:25,935 DEBUG: Best view : MiRNA__ +2016-08-19 11:28:26,175 DEBUG: Start: Iteration 918 +2016-08-19 11:28:26,425 DEBUG: View 0 : 0.404154154154 +2016-08-19 11:28:26,430 DEBUG: View 1 : 0.666894781865 +2016-08-19 11:28:26,690 DEBUG: View 3 : 0.580999180999 +2016-08-19 11:28:26,790 DEBUG: View 2 : 0.516307352128 +2016-08-19 11:28:27,067 DEBUG: View 4 : 0.531954887218 +2016-08-19 11:28:30,538 DEBUG: Best view : MiRNA__ +2016-08-19 11:28:30,774 DEBUG: Start: Iteration 919 +2016-08-19 11:28:31,069 DEBUG: View 0 : 0.5625 +2016-08-19 11:28:31,084 DEBUG: View 1 : 0.373139435415 +2016-08-19 11:28:31,346 DEBUG: View 3 : 0.49375328084 +2016-08-19 11:28:31,449 DEBUG: View 2 : 0.560936238902 +2016-08-19 11:28:31,727 DEBUG: View 4 : 0.562894248609 +2016-08-19 11:28:35,124 DEBUG: Best view : MRNASeq +2016-08-19 11:28:35,365 DEBUG: Start: Iteration 920 +2016-08-19 11:28:35,665 DEBUG: View 0 : 0.562848383501 +2016-08-19 11:28:35,674 DEBUG: View 1 : 0.54611013986 +2016-08-19 11:28:35,930 DEBUG: View 3 : 0.564992025518 +2016-08-19 11:28:36,032 DEBUG: View 2 : 0.508778049064 +2016-08-19 11:28:36,321 DEBUG: View 4 : 0.540757381258 +2016-08-19 11:28:39,753 DEBUG: Best view : MRNASeq +2016-08-19 11:28:39,991 DEBUG: Start: Iteration 921 +2016-08-19 11:28:40,297 DEBUG: View 1 : 0.712460691824 +2016-08-19 11:28:40,308 DEBUG: View 0 : 0.599142968446 +2016-08-19 11:28:40,553 DEBUG: View 3 : 0.528205128205 +2016-08-19 11:28:40,653 DEBUG: View 2 : 0.514653110048 +2016-08-19 11:28:40,935 DEBUG: View 4 : 0.542502088555 +2016-08-19 11:28:44,446 DEBUG: Best view : MiRNA__ +2016-08-19 11:28:44,689 DEBUG: Start: Iteration 922 +2016-08-19 11:28:44,983 DEBUG: View 0 : 0.383740315779 +2016-08-19 11:28:44,995 DEBUG: View 1 : 0.44107946027 +2016-08-19 11:28:45,252 DEBUG: View 3 : 0.507336709518 +2016-08-19 11:28:45,352 DEBUG: View 2 : 0.53702069236 +2016-08-19 11:28:45,638 DEBUG: View 4 : 0.545215100966 +2016-08-19 11:28:49,058 DEBUG: Best view : MRNASeq +2016-08-19 11:28:49,299 DEBUG: Start: Iteration 923 +2016-08-19 11:28:49,529 DEBUG: View 0 : 0.40464344942 +2016-08-19 11:28:49,540 DEBUG: View 1 : 0.538978494624 +2016-08-19 11:28:49,795 DEBUG: View 3 : 0.629303278689 +2016-08-19 11:28:49,894 DEBUG: View 2 : 0.556623198353 +2016-08-19 11:28:50,176 DEBUG: View 4 : 0.544561621175 +2016-08-19 11:28:53,656 DEBUG: Best view : Clinic_ +2016-08-19 11:28:53,898 DEBUG: Start: Iteration 924 +2016-08-19 11:28:54,128 DEBUG: View 0 : 0.629585207396 +2016-08-19 11:28:54,140 DEBUG: View 1 : 0.617807960762 +2016-08-19 11:28:54,399 DEBUG: View 3 : 0.453123453123 +2016-08-19 11:28:54,503 DEBUG: View 2 : 0.585501670548 +2016-08-19 11:28:54,779 DEBUG: View 4 : 0.587941176471 +2016-08-19 11:28:58,296 DEBUG: Best view : Methyl_ +2016-08-19 11:28:58,537 DEBUG: Start: Iteration 925 +2016-08-19 11:28:58,782 DEBUG: View 0 : 0.484426229508 +2016-08-19 11:28:58,795 DEBUG: View 1 : 0.740443605474 +2016-08-19 11:28:59,052 DEBUG: View 3 : 0.508274231678 +2016-08-19 11:28:59,152 DEBUG: View 2 : 0.510671936759 +2016-08-19 11:28:59,434 DEBUG: View 4 : 0.60183982684 +2016-08-19 11:29:02,937 DEBUG: Best view : MiRNA__ +2016-08-19 11:29:03,176 DEBUG: Start: Iteration 926 +2016-08-19 11:29:03,484 DEBUG: View 0 : 0.584045584046 +2016-08-19 11:29:03,495 DEBUG: View 1 : 0.35173453997 +2016-08-19 11:29:03,759 DEBUG: View 3 : 0.669544544545 +2016-08-19 11:29:03,886 DEBUG: View 2 : 0.543699186992 +2016-08-19 11:29:04,167 DEBUG: View 4 : 0.520581113801 +2016-08-19 11:29:07,701 DEBUG: Best view : Clinic_ +2016-08-19 11:29:07,939 DEBUG: Start: Iteration 927 +2016-08-19 11:29:08,163 DEBUG: View 0 : 0.49375328084 +2016-08-19 11:29:08,176 DEBUG: View 1 : 0.452566568796 +2016-08-19 11:29:08,436 DEBUG: View 3 : 0.547894441325 +2016-08-19 11:29:08,536 DEBUG: View 2 : 0.596871596872 +2016-08-19 11:29:08,815 DEBUG: View 4 : 0.531974153298 +2016-08-19 11:29:12,316 DEBUG: Best view : RNASeq_ +2016-08-19 11:29:12,555 DEBUG: Start: Iteration 928 +2016-08-19 11:29:12,843 DEBUG: View 0 : 0.608986175115 +2016-08-19 11:29:12,854 DEBUG: View 1 : 0.635466507177 +2016-08-19 11:29:13,113 DEBUG: View 3 : 0.669871794872 +2016-08-19 11:29:13,217 DEBUG: View 2 : 0.582408795602 +2016-08-19 11:29:13,490 DEBUG: View 4 : 0.520980392157 +2016-08-19 11:29:16,977 DEBUG: Best view : Clinic_ +2016-08-19 11:29:17,222 DEBUG: Start: Iteration 929 +2016-08-19 11:29:17,517 DEBUG: View 0 : 0.492080994387 +2016-08-19 11:29:17,527 DEBUG: View 1 : 0.589205397301 +2016-08-19 11:29:17,788 DEBUG: View 3 : 0.743928035982 +2016-08-19 11:29:17,887 DEBUG: View 2 : 0.514960629921 +2016-08-19 11:29:18,161 DEBUG: View 4 : 0.554478609626 +2016-08-19 11:29:21,603 DEBUG: Best view : Clinic_ +2016-08-19 11:29:21,844 DEBUG: Start: Iteration 930 +2016-08-19 11:29:22,151 DEBUG: View 0 : 0.617117560256 +2016-08-19 11:29:22,164 DEBUG: View 1 : 0.551705350332 +2016-08-19 11:29:22,425 DEBUG: View 3 : 0.524147008201 +2016-08-19 11:29:22,527 DEBUG: View 2 : 0.52017756255 +2016-08-19 11:29:22,810 DEBUG: View 4 : 0.552123173482 +2016-08-19 11:29:26,296 DEBUG: Best view : Methyl_ +2016-08-19 11:29:26,537 DEBUG: Start: Iteration 931 +2016-08-19 11:29:26,773 DEBUG: View 0 : 0.572900313972 +2016-08-19 11:29:26,786 DEBUG: View 1 : 0.379002624672 +2016-08-19 11:29:27,042 DEBUG: View 3 : 0.57527589349 +2016-08-19 11:29:27,143 DEBUG: View 2 : 0.619490254873 +2016-08-19 11:29:27,419 DEBUG: View 4 : 0.581517094017 +2016-08-19 11:29:30,951 DEBUG: Best view : RNASeq_ +2016-08-19 11:29:31,193 DEBUG: Start: Iteration 932 +2016-08-19 11:29:31,487 DEBUG: View 0 : 0.518859649123 +2016-08-19 11:29:31,500 DEBUG: View 1 : 0.603837745932 +2016-08-19 11:29:31,760 DEBUG: View 3 : 0.564085144928 +2016-08-19 11:29:31,862 DEBUG: View 2 : 0.511078431373 +2016-08-19 11:29:32,143 DEBUG: View 4 : 0.546618852459 +2016-08-19 11:29:35,618 DEBUG: Best view : Clinic_ +2016-08-19 11:29:35,864 DEBUG: Start: Iteration 933 +2016-08-19 11:29:36,097 DEBUG: View 0 : 0.435741341991 +2016-08-19 11:29:36,110 DEBUG: View 1 : 0.597123015873 +2016-08-19 11:29:36,370 DEBUG: View 3 : 0.58 +2016-08-19 11:29:36,469 DEBUG: View 2 : 0.530530530531 +2016-08-19 11:29:36,751 DEBUG: View 4 : 0.569766233766 +2016-08-19 11:29:40,269 DEBUG: Best view : Clinic_ +2016-08-19 11:29:40,514 DEBUG: Start: Iteration 934 +2016-08-19 11:29:40,736 DEBUG: View 0 : 0.608215962441 +2016-08-19 11:29:40,747 DEBUG: View 1 : 0.678442028986 +2016-08-19 11:29:41,010 DEBUG: View 3 : 0.518075145194 +2016-08-19 11:29:41,122 DEBUG: View 2 : 0.542737340071 +2016-08-19 11:29:41,402 DEBUG: View 4 : 0.543114543115 +2016-08-19 11:29:44,908 DEBUG: Best view : MiRNA__ +2016-08-19 11:29:45,149 DEBUG: Start: Iteration 935 +2016-08-19 11:29:45,459 DEBUG: View 0 : 0.44920411985 +2016-08-19 11:29:45,470 DEBUG: View 1 : 0.816729323308 +2016-08-19 11:29:45,726 DEBUG: View 3 : 0.535672169811 +2016-08-19 11:29:45,825 DEBUG: View 2 : 0.531954887218 +2016-08-19 11:29:46,111 DEBUG: View 4 : 0.559510788506 +2016-08-19 11:29:49,687 DEBUG: Best view : MiRNA__ +2016-08-19 11:29:49,930 DEBUG: Start: Iteration 936 +2016-08-19 11:29:50,188 DEBUG: View 0 : 0.570487302677 +2016-08-19 11:29:50,198 DEBUG: View 1 : 0.605284552846 +2016-08-19 11:29:50,456 DEBUG: View 3 : 0.554924242424 +2016-08-19 11:29:50,558 DEBUG: View 2 : 0.488422352578 +2016-08-19 11:29:50,837 DEBUG: View 4 : 0.59097779328 +2016-08-19 11:29:54,357 DEBUG: Best view : MRNASeq +2016-08-19 11:29:54,599 DEBUG: Start: Iteration 937 +2016-08-19 11:29:54,853 DEBUG: View 0 : 0.419466403162 +2016-08-19 11:29:54,865 DEBUG: View 1 : 0.661985018727 +2016-08-19 11:29:55,121 DEBUG: View 3 : 0.581087799543 +2016-08-19 11:29:55,223 DEBUG: View 2 : 0.574142079271 +2016-08-19 11:29:55,502 DEBUG: View 4 : 0.512583625358 +2016-08-19 11:29:59,023 DEBUG: Best view : MiRNA__ +2016-08-19 11:29:59,266 DEBUG: Start: Iteration 938 +2016-08-19 11:29:59,579 DEBUG: View 0 : 0.581719128329 +2016-08-19 11:29:59,590 DEBUG: View 1 : 0.725297619048 +2016-08-19 11:29:59,850 DEBUG: View 3 : 0.528150406504 +2016-08-19 11:29:59,950 DEBUG: View 2 : 0.595195374801 +2016-08-19 11:30:00,233 DEBUG: View 4 : 0.5277676951 +2016-08-19 11:30:03,832 DEBUG: Best view : MiRNA__ +2016-08-19 11:30:04,075 DEBUG: Start: Iteration 939 +2016-08-19 11:30:04,385 DEBUG: View 0 : 0.518859649123 +2016-08-19 11:30:04,400 DEBUG: View 1 : 0.670696721311 +2016-08-19 11:30:04,669 DEBUG: View 3 : 0.571575589174 +2016-08-19 11:30:04,774 DEBUG: View 2 : 0.575059808612 +2016-08-19 11:30:05,049 DEBUG: View 4 : 0.555004135649 +2016-08-19 11:30:08,647 DEBUG: Best view : MiRNA__ +2016-08-19 11:30:08,891 DEBUG: Start: Iteration 940 +2016-08-19 11:30:09,177 DEBUG: View 0 : 0.54494047619 +2016-08-19 11:30:09,189 DEBUG: View 1 : 0.638193845269 +2016-08-19 11:30:09,448 DEBUG: View 3 : 0.557496859655 +2016-08-19 11:30:09,548 DEBUG: View 2 : 0.577174459527 +2016-08-19 11:30:09,825 DEBUG: View 4 : 0.567437284801 +2016-08-19 11:30:13,323 DEBUG: Best view : MiRNA__ +2016-08-19 11:30:13,568 DEBUG: Start: Iteration 941 +2016-08-19 11:30:13,866 DEBUG: View 0 : 0.49597091195 +2016-08-19 11:30:13,877 DEBUG: View 1 : 0.47249589491 +2016-08-19 11:30:14,139 DEBUG: View 3 : 0.577142857143 +2016-08-19 11:30:14,241 DEBUG: View 2 : 0.567437284801 +2016-08-19 11:30:14,521 DEBUG: View 4 : 0.522453889334 +2016-08-19 11:30:18,027 DEBUG: Best view : RNASeq_ +2016-08-19 11:30:18,272 DEBUG: Start: Iteration 942 +2016-08-19 11:30:18,566 DEBUG: View 0 : 0.480964719952 +2016-08-19 11:30:18,577 DEBUG: View 1 : 0.461021505376 +2016-08-19 11:30:18,832 DEBUG: View 3 : 0.556967213115 +2016-08-19 11:30:18,932 DEBUG: View 2 : 0.504262672811 +2016-08-19 11:30:19,214 DEBUG: View 4 : 0.522895968939 +2016-08-19 11:30:22,733 DEBUG: Best view : Clinic_ +2016-08-19 11:30:22,980 DEBUG: Start: Iteration 943 +2016-08-19 11:30:23,317 DEBUG: View 0 : 0.439732142857 +2016-08-19 11:30:23,327 DEBUG: View 1 : 0.729365524986 +2016-08-19 11:30:23,594 DEBUG: View 3 : 0.498816507152 +2016-08-19 11:30:23,698 DEBUG: View 2 : 0.612785941524 +2016-08-19 11:30:23,969 DEBUG: View 4 : 0.546706887883 +2016-08-19 11:30:27,666 DEBUG: Best view : MiRNA__ +2016-08-19 11:30:27,916 DEBUG: Start: Iteration 944 +2016-08-19 11:30:28,217 DEBUG: View 0 : 0.508778049064 +2016-08-19 11:30:28,228 DEBUG: View 1 : 0.677435025504 +2016-08-19 11:30:28,485 DEBUG: View 3 : 0.629051383399 +2016-08-19 11:30:28,587 DEBUG: View 2 : 0.639137645108 +2016-08-19 11:30:28,871 DEBUG: View 4 : 0.587330316742 +2016-08-19 11:30:32,403 DEBUG: Best view : RNASeq_ +2016-08-19 11:30:32,648 DEBUG: Start: Iteration 945 +2016-08-19 11:30:32,948 DEBUG: View 0 : 0.591585497835 +2016-08-19 11:30:32,958 DEBUG: View 1 : 0.66471886768 +2016-08-19 11:30:33,216 DEBUG: View 3 : 0.492532467532 +2016-08-19 11:30:33,315 DEBUG: View 2 : 0.508445945946 +2016-08-19 11:30:33,591 DEBUG: View 4 : 0.618750671971 +2016-08-19 11:30:37,100 DEBUG: Best view : MiRNA__ +2016-08-19 11:30:37,345 DEBUG: Start: Iteration 946 +2016-08-19 11:30:37,655 DEBUG: View 0 : 0.606160287081 +2016-08-19 11:30:37,665 DEBUG: View 1 : 0.58419016031 +2016-08-19 11:30:37,942 DEBUG: View 3 : 0.503489907565 +2016-08-19 11:30:38,083 DEBUG: View 2 : 0.550595238095 +2016-08-19 11:30:38,356 DEBUG: View 4 : 0.5254019927 +2016-08-19 11:30:41,904 DEBUG: Best view : RNASeq_ +2016-08-19 11:30:42,150 DEBUG: Start: Iteration 947 +2016-08-19 11:30:42,411 DEBUG: View 0 : 0.521599777035 +2016-08-19 11:30:42,422 DEBUG: View 1 : 0.716478111166 +2016-08-19 11:30:42,680 DEBUG: View 3 : 0.599300349825 +2016-08-19 11:30:42,780 DEBUG: View 2 : 0.561367218282 +2016-08-19 11:30:43,059 DEBUG: View 4 : 0.546925566343 +2016-08-19 11:30:46,672 DEBUG: Best view : MiRNA__ +2016-08-19 11:30:46,915 DEBUG: Start: Iteration 948 +2016-08-19 11:30:47,208 DEBUG: View 0 : 0.531367731368 +2016-08-19 11:30:47,220 DEBUG: View 1 : 0.721804511278 +2016-08-19 11:30:47,475 DEBUG: View 3 : 0.52358974359 +2016-08-19 11:30:47,574 DEBUG: View 2 : 0.558943089431 +2016-08-19 11:30:47,852 DEBUG: View 4 : 0.567884985319 +2016-08-19 11:30:51,361 DEBUG: Best view : MiRNA__ +2016-08-19 11:30:51,604 DEBUG: Start: Iteration 949 +2016-08-19 11:30:51,853 DEBUG: View 0 : 0.60183982684 +2016-08-19 11:30:51,864 DEBUG: View 1 : 0.73212601396 +2016-08-19 11:30:52,123 DEBUG: View 3 : 0.507820954255 +2016-08-19 11:30:52,223 DEBUG: View 2 : 0.530530530531 +2016-08-19 11:30:52,502 DEBUG: View 4 : 0.480407773176 +2016-08-19 11:30:56,091 DEBUG: Best view : MiRNA__ +2016-08-19 11:30:56,336 DEBUG: Start: Iteration 950 +2016-08-19 11:30:56,625 DEBUG: View 0 : 0.573170731707 +2016-08-19 11:30:56,636 DEBUG: View 1 : 0.8125 +2016-08-19 11:30:56,890 DEBUG: View 3 : 0.569661266568 +2016-08-19 11:30:56,995 DEBUG: View 2 : 0.589494354443 +2016-08-19 11:30:57,274 DEBUG: View 4 : 0.517298701299 +2016-08-19 11:31:00,812 DEBUG: Best view : RNASeq_ +2016-08-19 11:31:01,058 DEBUG: Start: Iteration 951 +2016-08-19 11:31:01,290 DEBUG: View 0 : 0.542901234568 +2016-08-19 11:31:01,304 DEBUG: View 1 : 0.575956937799 +2016-08-19 11:31:01,560 DEBUG: View 3 : 0.601173312121 +2016-08-19 11:31:01,661 DEBUG: View 2 : 0.579978354978 +2016-08-19 11:31:01,942 DEBUG: View 4 : 0.55918972332 +2016-08-19 11:31:05,662 DEBUG: Best view : Clinic_ +2016-08-19 11:31:05,917 DEBUG: Start: Iteration 952 +2016-08-19 11:31:06,147 DEBUG: View 0 : 0.503463203463 +2016-08-19 11:31:06,160 DEBUG: View 1 : 0.683008091385 +2016-08-19 11:31:06,416 DEBUG: View 3 : 0.562951082598 +2016-08-19 11:31:06,515 DEBUG: View 2 : 0.591505246166 +2016-08-19 11:31:07,330 DEBUG: View 4 : 0.577930544032 +2016-08-19 11:31:11,201 DEBUG: Best view : RNASeq_ +2016-08-19 11:31:11,474 DEBUG: Start: Iteration 953 +2016-08-19 11:31:12,674 DEBUG: View 1 : 0.647974101921 +2016-08-19 11:31:12,767 DEBUG: View 0 : 0.560267857143 +2016-08-19 11:31:12,796 DEBUG: View 3 : 0.556623198353 +2016-08-19 11:31:12,901 DEBUG: View 2 : 0.498350824588 +2016-08-19 11:31:13,190 DEBUG: View 4 : 0.573716900948 +2016-08-19 11:31:16,903 DEBUG: Best view : MiRNA__ +2016-08-19 11:31:17,156 DEBUG: Start: Iteration 954 +2016-08-19 11:31:17,471 DEBUG: View 0 : 0.578789093825 +2016-08-19 11:31:17,483 DEBUG: View 1 : 0.626932989691 +2016-08-19 11:31:17,741 DEBUG: View 3 : 0.534206081081 +2016-08-19 11:31:17,848 DEBUG: View 2 : 0.537629119528 +2016-08-19 11:31:18,127 DEBUG: View 4 : 0.55892053973 +2016-08-19 11:31:21,775 DEBUG: Best view : MiRNA__ +2016-08-19 11:31:22,023 DEBUG: Start: Iteration 955 +2016-08-19 11:31:22,254 DEBUG: View 0 : 0.503075396825 +2016-08-19 11:31:22,267 DEBUG: View 1 : 0.599721413195 +2016-08-19 11:31:22,527 DEBUG: View 3 : 0.613888888889 +2016-08-19 11:31:22,631 DEBUG: View 2 : 0.567383669886 +2016-08-19 11:31:22,905 DEBUG: View 4 : 0.554102564103 +2016-08-19 11:31:26,520 DEBUG: Best view : Clinic_ +2016-08-19 11:31:26,770 DEBUG: Start: Iteration 956 +2016-08-19 11:31:27,055 DEBUG: View 0 : 0.53864013267 +2016-08-19 11:31:27,067 DEBUG: View 1 : 0.540699575025 +2016-08-19 11:31:27,334 DEBUG: View 3 : 0.521572104019 +2016-08-19 11:31:27,434 DEBUG: View 2 : 0.604326089175 +2016-08-19 11:31:27,726 DEBUG: View 4 : 0.556864754098 +2016-08-19 11:31:31,340 DEBUG: Best view : RNASeq_ +2016-08-19 11:31:31,598 DEBUG: Start: Iteration 957 +2016-08-19 11:31:31,894 DEBUG: View 0 : 0.531934032984 +2016-08-19 11:31:31,907 DEBUG: View 1 : 0.680032076985 +2016-08-19 11:31:32,162 DEBUG: View 3 : 0.516850393701 +2016-08-19 11:31:32,263 DEBUG: View 2 : 0.604326089175 +2016-08-19 11:31:32,537 DEBUG: View 4 : 0.51675610003 +2016-08-19 11:31:36,073 DEBUG: Best view : MiRNA__ +2016-08-19 11:31:36,323 DEBUG: Start: Iteration 958 +2016-08-19 11:31:36,552 DEBUG: View 0 : 0.561224489796 +2016-08-19 11:31:36,574 DEBUG: View 1 : 0.684709375357 +2016-08-19 11:31:36,822 DEBUG: View 3 : 0.66857717446 +2016-08-19 11:31:36,919 DEBUG: View 2 : 0.550592885375 +2016-08-19 11:31:37,200 DEBUG: View 4 : 0.570553359684 +2016-08-19 11:31:40,962 DEBUG: Best view : Clinic_ +2016-08-19 11:31:41,217 DEBUG: Start: Iteration 959 +2016-08-19 11:31:41,475 DEBUG: View 0 : 0.766942474389 +2016-08-19 11:31:41,488 DEBUG: View 1 : 0.557883597884 +2016-08-19 11:31:41,746 DEBUG: View 3 : 0.630561750027 +2016-08-19 11:31:41,850 DEBUG: View 2 : 0.565959464265 +2016-08-19 11:31:42,131 DEBUG: View 4 : 0.53702069236 +2016-08-19 11:31:45,762 DEBUG: Best view : Methyl_ +2016-08-19 11:31:46,033 DEBUG: Start: Iteration 960 +2016-08-19 11:31:46,328 DEBUG: View 0 : 0.590029761905 +2016-08-19 11:31:46,340 DEBUG: View 1 : 0.551583093471 +2016-08-19 11:31:46,612 DEBUG: View 3 : 0.595224056604 +2016-08-19 11:31:46,754 DEBUG: View 2 : 0.582857978646 +2016-08-19 11:31:47,021 DEBUG: View 4 : 0.590029761905 +2016-08-19 11:31:50,704 DEBUG: Best view : MRNASeq +2016-08-19 11:31:50,982 DEBUG: Start: Iteration 961 +2016-08-19 11:31:51,208 DEBUG: View 0 : 0.500432900433 +2016-08-19 11:31:51,220 DEBUG: View 1 : 0.564516129032 +2016-08-19 11:31:51,480 DEBUG: View 3 : 0.561707427536 +2016-08-19 11:31:51,580 DEBUG: View 2 : 0.584351407001 +2016-08-19 11:31:51,868 DEBUG: View 4 : 0.544006510871 +2016-08-19 11:31:55,524 DEBUG: Best view : RNASeq_ +2016-08-19 11:31:55,798 DEBUG: Start: Iteration 962 +2016-08-19 11:31:56,102 DEBUG: View 0 : 0.530046224961 +2016-08-19 11:31:56,117 DEBUG: View 1 : 0.565007541478 +2016-08-19 11:31:56,375 DEBUG: View 3 : 0.607216708023 +2016-08-19 11:31:56,477 DEBUG: View 2 : 0.611884584342 +2016-08-19 11:31:56,787 DEBUG: View 4 : 0.571695344805 +2016-08-19 11:32:00,587 DEBUG: Best view : Clinic_ +2016-08-19 11:32:00,845 DEBUG: Start: Iteration 963 +2016-08-19 11:32:01,123 DEBUG: View 1 : 0.577188940092 +2016-08-19 11:32:01,126 DEBUG: View 0 : 0.36605948338 +2016-08-19 11:32:01,394 DEBUG: View 3 : 0.583086993243 +2016-08-19 11:32:01,505 DEBUG: View 2 : 0.515573770492 +2016-08-19 11:32:01,794 DEBUG: View 4 : 0.555004135649 +2016-08-19 11:32:05,590 DEBUG: Best view : Clinic_ +2016-08-19 11:32:05,847 DEBUG: Start: Iteration 964 +2016-08-19 11:32:06,103 DEBUG: View 1 : 0.63394051662 +2016-08-19 11:32:06,118 DEBUG: View 0 : 0.599142968446 +2016-08-19 11:32:06,378 DEBUG: View 3 : 0.565889154705 +2016-08-19 11:32:06,481 DEBUG: View 2 : 0.559253804615 +2016-08-19 11:32:06,781 DEBUG: View 4 : 0.588868723533 +2016-08-19 11:32:10,508 DEBUG: Best view : MiRNA__ +2016-08-19 11:32:10,768 DEBUG: Start: Iteration 965 +2016-08-19 11:32:11,078 DEBUG: View 0 : 0.522542916431 +2016-08-19 11:32:11,091 DEBUG: View 1 : 0.646239177489 +2016-08-19 11:32:11,361 DEBUG: View 3 : 0.569030489894 +2016-08-19 11:32:11,472 DEBUG: View 2 : 0.635466507177 +2016-08-19 11:32:11,767 DEBUG: View 4 : 0.520721925134 +2016-08-19 11:32:15,487 DEBUG: Best view : RNASeq_ +2016-08-19 11:32:15,770 DEBUG: Start: Iteration 966 +2016-08-19 11:32:16,091 DEBUG: View 0 : 0.388588293163 +2016-08-19 11:32:16,096 DEBUG: View 1 : 0.669068504595 +2016-08-19 11:32:16,364 DEBUG: View 3 : 0.631601049869 +2016-08-19 11:32:16,474 DEBUG: View 2 : 0.516307352128 +2016-08-19 11:32:16,780 DEBUG: View 4 : 0.539170506912 +2016-08-19 11:32:20,590 DEBUG: Best view : MiRNA__ +2016-08-19 11:32:20,851 DEBUG: Start: Iteration 967 +2016-08-19 11:32:21,173 DEBUG: View 0 : 0.401607789855 +2016-08-19 11:32:21,185 DEBUG: View 1 : 0.623132861635 +2016-08-19 11:32:21,464 DEBUG: View 3 : 0.536168032787 +2016-08-19 11:32:21,580 DEBUG: View 2 : 0.521407685881 +2016-08-19 11:32:21,879 DEBUG: View 4 : 0.523268398268 +2016-08-19 11:32:25,807 DEBUG: Best view : MiRNA__ +2016-08-19 11:32:26,071 DEBUG: Start: Iteration 968 +2016-08-19 11:32:26,382 DEBUG: View 0 : 0.608215962441 +2016-08-19 11:32:26,396 DEBUG: View 1 : 0.397241947103 +2016-08-19 11:32:26,668 DEBUG: View 3 : 0.639754098361 +2016-08-19 11:32:26,786 DEBUG: View 2 : 0.578582677165 +2016-08-19 11:32:27,080 DEBUG: View 4 : 0.609145815358 +2016-08-19 11:32:30,868 DEBUG: Best view : Clinic_ +2016-08-19 11:32:31,135 DEBUG: Start: Iteration 969 +2016-08-19 11:32:31,458 DEBUG: View 0 : 0.532364787112 +2016-08-19 11:32:31,472 DEBUG: View 1 : 0.679975801573 +2016-08-19 11:32:31,747 DEBUG: View 3 : 0.545936698033 +2016-08-19 11:32:31,865 DEBUG: View 2 : 0.473549587257 +2016-08-19 11:32:32,167 DEBUG: View 4 : 0.609090909091 +2016-08-19 11:32:36,041 DEBUG: Best view : MiRNA__ +2016-08-19 11:32:36,309 DEBUG: Start: Iteration 970 +2016-08-19 11:32:36,594 DEBUG: View 0 : 0.514393939394 +2016-08-19 11:32:36,606 DEBUG: View 1 : 0.579577810506 +2016-08-19 11:32:36,882 DEBUG: View 3 : 0.567063492063 +2016-08-19 11:32:37,010 DEBUG: View 2 : 0.554478609626 +2016-08-19 11:32:37,299 DEBUG: View 4 : 0.543168168168 +2016-08-19 11:32:41,212 DEBUG: Best view : MiRNA__ +2016-08-19 11:32:41,480 DEBUG: Start: Iteration 971 +2016-08-19 11:32:41,736 DEBUG: View 0 : 0.49451754386 +2016-08-19 11:32:41,785 DEBUG: View 1 : 0.431862745098 +2016-08-19 11:32:42,025 DEBUG: View 3 : 0.646866646867 +2016-08-19 11:32:42,142 DEBUG: View 2 : 0.554989384289 +2016-08-19 11:32:42,446 DEBUG: View 4 : 0.50946969697 +2016-08-19 11:32:46,314 DEBUG: Best view : Clinic_ +2016-08-19 11:32:46,578 DEBUG: Start: Iteration 972 +2016-08-19 11:32:46,843 DEBUG: View 0 : 0.514653110048 +2016-08-19 11:32:46,856 DEBUG: View 1 : 0.680032076985 +2016-08-19 11:32:47,130 DEBUG: View 3 : 0.546682249059 +2016-08-19 11:32:47,275 DEBUG: View 2 : 0.564085144928 +2016-08-19 11:32:47,561 DEBUG: View 4 : 0.572912608752 +2016-08-19 11:32:51,403 DEBUG: Best view : MiRNA__ +2016-08-19 11:32:51,670 DEBUG: Start: Iteration 973 +2016-08-19 11:32:51,947 DEBUG: View 0 : 0.540757381258 +2016-08-19 11:32:51,957 DEBUG: View 1 : 0.634935744883 +2016-08-19 11:32:52,230 DEBUG: View 3 : 0.526878526879 +2016-08-19 11:32:52,347 DEBUG: View 2 : 0.624936230997 +2016-08-19 11:32:52,647 DEBUG: View 4 : 0.592097750371 +2016-08-19 11:32:56,562 DEBUG: Best view : RNASeq_ +2016-08-19 11:32:56,828 DEBUG: Start: Iteration 974 +2016-08-19 11:32:57,079 DEBUG: View 0 : 0.627971254837 +2016-08-19 11:32:57,090 DEBUG: View 1 : 0.816066997519 +2016-08-19 11:32:57,369 DEBUG: View 3 : 0.536255411255 +2016-08-19 11:32:57,515 DEBUG: View 2 : 0.562951082598 +2016-08-19 11:32:57,792 DEBUG: View 4 : 0.517836593786 +2016-08-19 11:33:01,637 DEBUG: Best view : MiRNA__ +2016-08-19 11:33:01,908 DEBUG: Start: Iteration 975 +2016-08-19 11:33:02,233 DEBUG: View 0 : 0.50422705314 +2016-08-19 11:33:02,246 DEBUG: View 1 : 0.8125 +2016-08-19 11:33:02,517 DEBUG: View 3 : 0.552123173482 +2016-08-19 11:33:02,630 DEBUG: View 2 : 0.540434966216 +2016-08-19 11:33:02,923 DEBUG: View 4 : 0.506083459025 +2016-08-19 11:33:06,840 DEBUG: Best view : MiRNA__ +2016-08-19 11:33:07,102 DEBUG: Start: Iteration 976 +2016-08-19 11:33:07,384 DEBUG: View 0 : 0.50512295082 +2016-08-19 11:33:07,397 DEBUG: View 1 : 0.612182741117 +2016-08-19 11:33:07,681 DEBUG: View 3 : 0.597486173957 +2016-08-19 11:33:07,795 DEBUG: View 2 : 0.538057742782 +2016-08-19 11:33:08,120 DEBUG: View 4 : 0.508072407045 +2016-08-19 11:33:12,062 DEBUG: Best view : Clinic_ +2016-08-19 11:33:12,354 DEBUG: Start: Iteration 977 +2016-08-19 11:33:12,672 DEBUG: View 0 : 0.536282381457 +2016-08-19 11:33:12,682 DEBUG: View 1 : 0.649395509499 +2016-08-19 11:33:12,959 DEBUG: View 3 : 0.550806451613 +2016-08-19 11:33:13,074 DEBUG: View 2 : 0.598258196721 +2016-08-19 11:33:13,389 DEBUG: View 4 : 0.592307692308 +2016-08-19 11:33:17,379 DEBUG: Best view : MRNASeq +2016-08-19 11:33:17,649 DEBUG: Start: Iteration 978 +2016-08-19 11:33:17,983 DEBUG: View 1 : 0.5625 +2016-08-19 11:33:18,201 DEBUG: View 0 : 0.612713675214 +2016-08-19 11:33:18,269 DEBUG: View 3 : 0.607216708023 +2016-08-19 11:33:18,426 DEBUG: View 2 : 0.551097972973 +2016-08-19 11:33:18,724 DEBUG: View 4 : 0.573716900948 +2016-08-19 11:33:22,592 DEBUG: Best view : Clinic_ +2016-08-19 11:33:22,862 DEBUG: Start: Iteration 979 +2016-08-19 11:33:23,180 DEBUG: View 0 : 0.573170731707 +2016-08-19 11:33:23,194 DEBUG: View 1 : 0.757087628866 +2016-08-19 11:33:23,473 DEBUG: View 3 : 0.669871794872 +2016-08-19 11:33:23,590 DEBUG: View 2 : 0.526984126984 +2016-08-19 11:33:23,886 DEBUG: View 4 : 0.5125 +2016-08-19 11:33:27,880 DEBUG: Best view : Clinic_ +2016-08-19 11:33:28,164 DEBUG: Start: Iteration 980 +2016-08-19 11:33:28,475 DEBUG: View 0 : 0.584045584046 +2016-08-19 11:33:28,487 DEBUG: View 1 : 0.8125 +2016-08-19 11:33:28,760 DEBUG: View 3 : 0.594472084024 +2016-08-19 11:33:28,877 DEBUG: View 2 : 0.559744722631 +2016-08-19 11:33:29,177 DEBUG: View 4 : 0.545963229416 +2016-08-19 11:33:33,092 DEBUG: Best view : Clinic_ +2016-08-19 11:33:33,379 DEBUG: Start: Iteration 981 +2016-08-19 11:33:33,736 DEBUG: View 1 : 0.564516129032 +2016-08-19 11:33:33,918 DEBUG: View 0 : 0.562848383501 +2016-08-19 11:33:34,042 DEBUG: View 3 : 0.590997770346 +2016-08-19 11:33:34,195 DEBUG: View 2 : 0.544006510871 +2016-08-19 11:33:34,494 DEBUG: View 4 : 0.47997997998 +2016-08-19 11:33:38,446 DEBUG: Best view : Clinic_ +2016-08-19 11:33:38,762 DEBUG: Start: Iteration 982 +2016-08-19 11:33:39,074 DEBUG: View 0 : 0.465869183494 +2016-08-19 11:33:39,089 DEBUG: View 1 : 0.722683566434 +2016-08-19 11:33:39,363 DEBUG: View 3 : 0.49070299294 +2016-08-19 11:33:39,479 DEBUG: View 2 : 0.512906504065 +2016-08-19 11:33:39,791 DEBUG: View 4 : 0.5418593212 +2016-08-19 11:33:43,698 DEBUG: Best view : MiRNA__ +2016-08-19 11:33:43,966 DEBUG: Start: Iteration 983 +2016-08-19 11:33:44,254 DEBUG: View 1 : 0.598454301075 +2016-08-19 11:33:44,392 DEBUG: View 0 : 0.206167592895 +2016-08-19 11:33:44,529 DEBUG: View 3 : 0.547054597701 +2016-08-19 11:33:44,656 DEBUG: View 2 : 0.588235294118 +2016-08-19 11:33:44,958 DEBUG: View 4 : 0.607720588235 +2016-08-19 11:33:48,922 DEBUG: Best view : MRNASeq +2016-08-19 11:33:49,214 DEBUG: Start: Iteration 984 +2016-08-19 11:33:49,549 DEBUG: View 0 : 0.78024034673 +2016-08-19 11:33:49,560 DEBUG: View 1 : 0.667592592593 +2016-08-19 11:33:49,837 DEBUG: View 3 : 0.518342391304 +2016-08-19 11:33:49,977 DEBUG: View 2 : 0.544561621175 +2016-08-19 11:33:50,270 DEBUG: View 4 : 0.604604154969 +2016-08-19 11:33:54,151 DEBUG: Best view : Methyl_ +2016-08-19 11:33:54,438 DEBUG: Start: Iteration 985 +2016-08-19 11:33:54,769 DEBUG: View 0 : 0.501831501832 +2016-08-19 11:33:54,798 DEBUG: View 1 : 0.518398268398 +2016-08-19 11:33:55,054 DEBUG: View 3 : 0.549145299145 +2016-08-19 11:33:55,169 DEBUG: View 2 : 0.573410876441 +2016-08-19 11:33:55,462 DEBUG: View 4 : 0.559935897436 +2016-08-19 11:33:59,374 DEBUG: Best view : RNASeq_ +2016-08-19 11:33:59,640 DEBUG: Start: Iteration 986 +2016-08-19 11:33:59,904 DEBUG: View 0 : 0.447654061625 +2016-08-19 11:33:59,917 DEBUG: View 1 : 0.602758052897 +2016-08-19 11:34:00,201 DEBUG: View 3 : 0.560972913212 +2016-08-19 11:34:00,310 DEBUG: View 2 : 0.555532094595 +2016-08-19 11:34:00,602 DEBUG: View 4 : 0.567383669886 +2016-08-19 11:34:04,250 DEBUG: Best view : MiRNA__ +2016-08-19 11:34:04,520 DEBUG: Start: Iteration 987 +2016-08-19 11:34:04,815 DEBUG: View 0 : 0.598258196721 +2016-08-19 11:34:04,827 DEBUG: View 1 : 0.625152625153 +2016-08-19 11:34:05,097 DEBUG: View 3 : 0.589494354443 +2016-08-19 11:34:05,202 DEBUG: View 2 : 0.550249974492 +2016-08-19 11:34:05,496 DEBUG: View 4 : 0.539911634757 +2016-08-19 11:34:09,395 DEBUG: Best view : Clinic_ +2016-08-19 11:34:09,660 DEBUG: Start: Iteration 988 +2016-08-19 11:34:09,935 DEBUG: View 0 : 0.376867138365 +2016-08-19 11:34:09,944 DEBUG: View 1 : 0.397624496023 +2016-08-19 11:34:10,210 DEBUG: View 3 : 0.596871596872 +2016-08-19 11:34:10,317 DEBUG: View 2 : 0.579978354978 +2016-08-19 11:34:10,597 DEBUG: View 4 : 0.543730345912 +2016-08-19 11:34:14,404 DEBUG: Best view : RNASeq_ +2016-08-19 11:34:14,709 DEBUG: Start: Iteration 989 +2016-08-19 11:34:15,011 DEBUG: View 0 : 0.521019245242 +2016-08-19 11:34:15,022 DEBUG: View 1 : 0.688131313131 +2016-08-19 11:34:15,291 DEBUG: View 3 : 0.581264775414 +2016-08-19 11:34:15,423 DEBUG: View 2 : 0.514823914824 +2016-08-19 11:34:15,702 DEBUG: View 4 : 0.52977807971 +2016-08-19 11:34:19,512 DEBUG: Best view : Clinic_ +2016-08-19 11:34:19,770 DEBUG: Start: Iteration 990 +2016-08-19 11:34:20,004 DEBUG: View 0 : 0.532657657658 +2016-08-19 11:34:20,015 DEBUG: View 1 : 0.687198067633 +2016-08-19 11:34:20,273 DEBUG: View 3 : 0.567437284801 +2016-08-19 11:34:20,377 DEBUG: View 2 : 0.52999509082 +2016-08-19 11:34:20,659 DEBUG: View 4 : 0.536106750392 +2016-08-19 11:34:24,366 DEBUG: Best view : MiRNA__ +2016-08-19 11:34:24,617 DEBUG: Start: Iteration 991 +2016-08-19 11:34:24,912 DEBUG: View 0 : 0.627971254837 +2016-08-19 11:34:24,923 DEBUG: View 1 : 0.671493345034 +2016-08-19 11:34:25,180 DEBUG: View 3 : 0.573170731707 +2016-08-19 11:34:25,283 DEBUG: View 2 : 0.521987211018 +2016-08-19 11:34:25,563 DEBUG: View 4 : 0.587864460205 +2016-08-19 11:34:29,249 DEBUG: Best view : MiRNA__ +2016-08-19 11:34:29,503 DEBUG: Start: Iteration 992 +2016-08-19 11:34:29,805 DEBUG: View 0 : 0.510160197828 +2016-08-19 11:34:29,815 DEBUG: View 1 : 0.733360010671 +2016-08-19 11:34:30,074 DEBUG: View 3 : 0.670508474576 +2016-08-19 11:34:30,181 DEBUG: View 2 : 0.580564120132 +2016-08-19 11:34:30,464 DEBUG: View 4 : 0.583333333333 +2016-08-19 11:34:34,133 DEBUG: Best view : MiRNA__ +2016-08-19 11:34:34,389 DEBUG: Start: Iteration 993 +2016-08-19 11:34:34,691 DEBUG: View 0 : 0.629585207396 +2016-08-19 11:34:34,704 DEBUG: View 1 : 0.670801653995 +2016-08-19 11:34:34,974 DEBUG: View 3 : 0.632335329341 +2016-08-19 11:34:35,079 DEBUG: View 2 : 0.57112590799 +2016-08-19 11:34:35,365 DEBUG: View 4 : 0.557375328084 +2016-08-19 11:34:39,118 DEBUG: Best view : Clinic_ +2016-08-19 11:34:39,377 DEBUG: Start: Iteration 994 +2016-08-19 11:34:39,635 DEBUG: View 0 : 0.493119493119 +2016-08-19 11:34:39,647 DEBUG: View 1 : 0.685593802099 +2016-08-19 11:34:39,909 DEBUG: View 3 : 0.628101736973 +2016-08-19 11:34:40,014 DEBUG: View 2 : 0.536270491803 +2016-08-19 11:34:40,290 DEBUG: View 4 : 0.569766233766 +2016-08-19 11:34:44,044 DEBUG: Best view : MiRNA__ +2016-08-19 11:34:44,302 DEBUG: Start: Iteration 995 +2016-08-19 11:34:44,590 DEBUG: View 0 : 0.529693799717 +2016-08-19 11:34:44,603 DEBUG: View 1 : 0.647108843537 +2016-08-19 11:34:44,859 DEBUG: View 3 : 0.607181505165 +2016-08-19 11:34:44,965 DEBUG: View 2 : 0.551418439716 +2016-08-19 11:34:45,245 DEBUG: View 4 : 0.543114543115 +2016-08-19 11:34:48,961 DEBUG: Best view : Clinic_ +2016-08-19 11:34:49,253 DEBUG: Start: Iteration 996 +2016-08-19 11:34:49,571 DEBUG: View 0 : 0.5625 +2016-08-19 11:34:49,582 DEBUG: View 1 : 0.656493506494 +2016-08-19 11:34:49,845 DEBUG: View 3 : 0.596907336356 +2016-08-19 11:34:49,971 DEBUG: View 2 : 0.547054597701 +2016-08-19 11:34:50,285 DEBUG: View 4 : 0.625943719973 +2016-08-19 11:34:54,076 DEBUG: Best view : MiRNA__ +2016-08-19 11:34:54,332 DEBUG: Start: Iteration 997 +2016-08-19 11:34:54,640 DEBUG: View 0 : 0.763591269841 +2016-08-19 11:34:54,650 DEBUG: View 1 : 0.638232271326 +2016-08-19 11:34:54,918 DEBUG: View 3 : 0.459778821391 +2016-08-19 11:34:55,031 DEBUG: View 2 : 0.523308909419 +2016-08-19 11:34:55,309 DEBUG: View 4 : 0.495192307692 +2016-08-19 11:34:59,163 DEBUG: Best view : Methyl_ +2016-08-19 11:34:59,426 DEBUG: Start: Iteration 998 +2016-08-19 11:34:59,729 DEBUG: View 0 : 0.617117560256 +2016-08-19 11:34:59,741 DEBUG: View 1 : 0.404524886878 +2016-08-19 11:35:00,008 DEBUG: View 3 : 0.57265258216 +2016-08-19 11:35:00,113 DEBUG: View 2 : 0.551418439716 +2016-08-19 11:35:00,404 DEBUG: View 4 : 0.531974153298 +2016-08-19 11:35:04,196 DEBUG: Best view : Clinic_ +2016-08-19 11:35:04,457 DEBUG: Start: Iteration 999 +2016-08-19 11:35:04,687 DEBUG: View 0 : 0.632263922518 +2016-08-19 11:35:04,699 DEBUG: View 1 : 0.536507936508 +2016-08-19 11:35:04,958 DEBUG: View 3 : 0.530367231638 +2016-08-19 11:35:05,062 DEBUG: View 2 : 0.498350824588 +2016-08-19 11:35:05,341 DEBUG: View 4 : 0.564992025518 +2016-08-19 11:35:09,154 DEBUG: Best view : Methyl_ +2016-08-19 11:35:09,414 DEBUG: Start: Iteration 1000 +2016-08-19 11:35:09,724 DEBUG: View 0 : 0.542901234568 +2016-08-19 11:35:09,738 DEBUG: View 1 : 0.60363138061 +2016-08-19 11:35:10,011 DEBUG: View 3 : 0.545753588517 +2016-08-19 11:35:10,117 DEBUG: View 2 : 0.577922077922 +2016-08-19 11:35:10,409 DEBUG: View 4 : 0.571240421456 +2016-08-19 11:35:14,210 DEBUG: Best view : MiRNA__ +2016-08-19 11:35:14,467 INFO: Start: Classification +2016-08-19 11:37:50,370 INFO: Done: Fold number 1 +2016-08-19 11:37:50,370 INFO: Start: Fold number 2 +2016-08-19 11:37:51,134 DEBUG: Start: Iteration 1 +2016-08-19 11:37:51,375 DEBUG: View 1 : 0.433181357649 +2016-08-19 11:37:51,407 DEBUG: View 0 : 0.306532663317 +2016-08-19 11:37:51,634 DEBUG: View 3 : 0.306532663317 +2016-08-19 11:37:51,649 DEBUG: View 2 : 0.193467336683 +2016-08-19 11:37:52,005 DEBUG: View 4 : 0.470454545455 +2016-08-19 11:37:52,132 WARNING: All bad for iteration 0 +2016-08-19 11:37:52,180 DEBUG: Best view : Methyl_ +2016-08-19 11:37:52,188 DEBUG: Start: Iteration 2 +2016-08-19 11:37:52,429 DEBUG: View 0 : 0.76835443038 +2016-08-19 11:37:52,441 DEBUG: View 1 : 0.570625484621 +2016-08-19 11:37:52,695 DEBUG: View 3 : 0.599104599105 +2016-08-19 11:37:52,801 DEBUG: View 2 : 0.536575481256 +2016-08-19 11:37:53,088 DEBUG: View 4 : 0.587525879917 +2016-08-19 11:37:53,246 DEBUG: Best view : Methyl_ +2016-08-19 11:37:53,254 DEBUG: Start: Iteration 3 +2016-08-19 11:37:53,510 DEBUG: View 0 : 0.483976833977 +2016-08-19 11:37:53,522 DEBUG: View 1 : 0.629268292683 +2016-08-19 11:37:53,775 DEBUG: View 3 : 0.516693163752 +2016-08-19 11:37:53,876 DEBUG: View 2 : 0.523860837438 +2016-08-19 11:37:54,154 DEBUG: View 4 : 0.551424222657 +2016-08-19 11:37:54,341 DEBUG: Best view : MiRNA__ +2016-08-19 11:37:54,351 DEBUG: Start: Iteration 4 +2016-08-19 11:37:54,593 DEBUG: View 0 : 0.577323232323 +2016-08-19 11:37:54,607 DEBUG: View 1 : 0.583897485493 +2016-08-19 11:37:54,862 DEBUG: View 3 : 0.603818369453 +2016-08-19 11:37:54,972 DEBUG: View 2 : 0.565301120448 +2016-08-19 11:37:55,248 DEBUG: View 4 : 0.55868848599 +2016-08-19 11:37:55,418 DEBUG: Best view : RNASeq_ +2016-08-19 11:37:55,428 DEBUG: Start: Iteration 5 +2016-08-19 11:37:55,661 DEBUG: View 0 : 0.523365978284 +2016-08-19 11:37:55,676 DEBUG: View 1 : 0.649507119387 +2016-08-19 11:37:55,944 DEBUG: View 3 : 0.522080536913 +2016-08-19 11:37:56,043 DEBUG: View 2 : 0.501783893986 +2016-08-19 11:37:56,323 DEBUG: View 4 : 0.560785767235 +2016-08-19 11:37:56,499 DEBUG: Best view : MiRNA__ +2016-08-19 11:37:56,510 DEBUG: Start: Iteration 6 +2016-08-19 11:37:56,802 DEBUG: View 0 : 0.549892990904 +2016-08-19 11:37:56,811 DEBUG: View 1 : 0.301890756303 +2016-08-19 11:37:57,064 DEBUG: View 3 : 0.647547380156 +2016-08-19 11:37:57,167 DEBUG: View 2 : 0.516575529733 +2016-08-19 11:37:57,448 DEBUG: View 4 : 0.491203703704 +2016-08-19 11:37:57,591 DEBUG: Best view : Clinic_ +2016-08-19 11:37:57,602 DEBUG: Start: Iteration 7 +2016-08-19 11:37:57,828 DEBUG: View 0 : 0.437032185629 +2016-08-19 11:37:57,841 DEBUG: View 1 : 0.762865497076 +2016-08-19 11:37:58,094 DEBUG: View 3 : 0.612156148867 +2016-08-19 11:37:58,196 DEBUG: View 2 : 0.501466423948 +2016-08-19 11:37:58,470 DEBUG: View 4 : 0.579723791588 +2016-08-19 11:37:58,673 DEBUG: Best view : Clinic_ +2016-08-19 11:37:58,684 DEBUG: Start: Iteration 8 +2016-08-19 11:37:58,940 DEBUG: View 0 : 0.517567567568 +2016-08-19 11:37:58,952 DEBUG: View 1 : 0.730138169257 +2016-08-19 11:37:59,209 DEBUG: View 3 : 0.605922781484 +2016-08-19 11:37:59,311 DEBUG: View 2 : 0.503510863805 +2016-08-19 11:37:59,591 DEBUG: View 4 : 0.548363860877 +2016-08-19 11:37:59,774 DEBUG: Best view : Clinic_ +2016-08-19 11:37:59,786 DEBUG: Start: Iteration 9 +2016-08-19 11:38:00,081 DEBUG: View 0 : 0.479768153981 +2016-08-19 11:38:00,093 DEBUG: View 1 : 0.586193293886 +2016-08-19 11:38:00,345 DEBUG: View 3 : 0.552476780186 +2016-08-19 11:38:00,450 DEBUG: View 2 : 0.458005249344 +2016-08-19 11:38:00,731 DEBUG: View 4 : 0.557014767932 +2016-08-19 11:38:00,894 DEBUG: Best view : Clinic_ +2016-08-19 11:38:00,906 DEBUG: Start: Iteration 10 +2016-08-19 11:38:01,152 DEBUG: View 0 : 0.405635062612 +2016-08-19 11:38:01,164 DEBUG: View 1 : 0.748774109186 +2016-08-19 11:38:01,419 DEBUG: View 3 : 0.548887462559 +2016-08-19 11:38:01,519 DEBUG: View 2 : 0.512098597919 +2016-08-19 11:38:01,801 DEBUG: View 4 : 0.554669585157 +2016-08-19 11:38:02,002 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:02,014 DEBUG: Start: Iteration 11 +2016-08-19 11:38:02,315 DEBUG: View 0 : 0.471014492754 +2016-08-19 11:38:02,326 DEBUG: View 1 : 0.730138169257 +2016-08-19 11:38:02,577 DEBUG: View 3 : 0.552368657387 +2016-08-19 11:38:02,680 DEBUG: View 2 : 0.559531450578 +2016-08-19 11:38:02,960 DEBUG: View 4 : 0.595032507111 +2016-08-19 11:38:03,115 DEBUG: Best view : MRNASeq +2016-08-19 11:38:03,127 DEBUG: Start: Iteration 12 +2016-08-19 11:38:03,380 DEBUG: View 0 : 0.456004939796 +2016-08-19 11:38:03,394 DEBUG: View 1 : 0.479768153981 +2016-08-19 11:38:03,649 DEBUG: View 3 : 0.438588850174 +2016-08-19 11:38:03,751 DEBUG: View 2 : 0.526494427558 +2016-08-19 11:38:04,025 DEBUG: View 4 : 0.56942236354 +2016-08-19 11:38:04,232 DEBUG: Best view : MRNASeq +2016-08-19 11:38:04,245 DEBUG: Start: Iteration 13 +2016-08-19 11:38:04,549 DEBUG: View 0 : 0.360588592233 +2016-08-19 11:38:04,561 DEBUG: View 1 : 0.55829015544 +2016-08-19 11:38:04,811 DEBUG: View 3 : 0.551443488943 +2016-08-19 11:38:04,917 DEBUG: View 2 : 0.473953013279 +2016-08-19 11:38:05,183 DEBUG: View 4 : 0.542580645161 +2016-08-19 11:38:05,345 DEBUG: Best view : MRNASeq +2016-08-19 11:38:05,358 DEBUG: Start: Iteration 14 +2016-08-19 11:38:05,654 DEBUG: View 0 : 0.577744411078 +2016-08-19 11:38:05,666 DEBUG: View 1 : 0.515989729225 +2016-08-19 11:38:05,920 DEBUG: View 3 : 0.532548794489 +2016-08-19 11:38:06,023 DEBUG: View 2 : 0.532212028542 +2016-08-19 11:38:06,306 DEBUG: View 4 : 0.582116788321 +2016-08-19 11:38:06,473 DEBUG: Best view : MRNASeq +2016-08-19 11:38:06,486 DEBUG: Start: Iteration 15 +2016-08-19 11:38:06,783 DEBUG: View 0 : 0.58105872622 +2016-08-19 11:38:06,795 DEBUG: View 1 : 0.728239845261 +2016-08-19 11:38:07,045 DEBUG: View 3 : 0.63784473953 +2016-08-19 11:38:07,146 DEBUG: View 2 : 0.5935500516 +2016-08-19 11:38:07,431 DEBUG: View 4 : 0.522080536913 +2016-08-19 11:38:07,591 DEBUG: Best view : Clinic_ +2016-08-19 11:38:07,604 DEBUG: Start: Iteration 16 +2016-08-19 11:38:07,837 DEBUG: View 0 : 0.518953289313 +2016-08-19 11:38:07,849 DEBUG: View 1 : 0.582416373239 +2016-08-19 11:38:08,102 DEBUG: View 3 : 0.511529126214 +2016-08-19 11:38:08,206 DEBUG: View 2 : 0.523293963255 +2016-08-19 11:38:08,481 DEBUG: View 4 : 0.490012106538 +2016-08-19 11:38:08,721 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:08,735 DEBUG: Start: Iteration 17 +2016-08-19 11:38:08,980 DEBUG: View 0 : 0.4897545141 +2016-08-19 11:38:08,993 DEBUG: View 1 : 0.594364937388 +2016-08-19 11:38:09,248 DEBUG: View 3 : 0.628657074341 +2016-08-19 11:38:09,352 DEBUG: View 2 : 0.525724637681 +2016-08-19 11:38:09,632 DEBUG: View 4 : 0.483015188834 +2016-08-19 11:38:09,852 DEBUG: Best view : Clinic_ +2016-08-19 11:38:09,866 DEBUG: Start: Iteration 18 +2016-08-19 11:38:10,094 DEBUG: View 0 : 0.497237076649 +2016-08-19 11:38:10,105 DEBUG: View 1 : 0.416459884202 +2016-08-19 11:38:10,358 DEBUG: View 3 : 0.558602593126 +2016-08-19 11:38:10,460 DEBUG: View 2 : 0.526756066411 +2016-08-19 11:38:10,733 DEBUG: View 4 : 0.589667049369 +2016-08-19 11:38:10,986 DEBUG: Best view : MRNASeq +2016-08-19 11:38:11,000 DEBUG: Start: Iteration 19 +2016-08-19 11:38:11,231 DEBUG: View 0 : 0.634564164649 +2016-08-19 11:38:11,246 DEBUG: View 1 : 0.578914141414 +2016-08-19 11:38:11,504 DEBUG: View 3 : 0.610345581802 +2016-08-19 11:38:11,607 DEBUG: View 2 : 0.570792383292 +2016-08-19 11:38:11,880 DEBUG: View 4 : 0.53602484472 +2016-08-19 11:38:12,119 DEBUG: Best view : Clinic_ +2016-08-19 11:38:12,134 DEBUG: Start: Iteration 20 +2016-08-19 11:38:12,373 DEBUG: View 0 : 0.459931972789 +2016-08-19 11:38:12,383 DEBUG: View 1 : 0.425182852499 +2016-08-19 11:38:12,648 DEBUG: View 3 : 0.577225672878 +2016-08-19 11:38:12,759 DEBUG: View 2 : 0.558608058608 +2016-08-19 11:38:13,039 DEBUG: View 4 : 0.560407790627 +2016-08-19 11:38:13,262 DEBUG: Best view : Clinic_ +2016-08-19 11:38:13,276 DEBUG: Start: Iteration 21 +2016-08-19 11:38:13,583 DEBUG: View 0 : 0.466767676768 +2016-08-19 11:38:13,593 DEBUG: View 1 : 0.602149979227 +2016-08-19 11:38:13,847 DEBUG: View 3 : 0.583140756303 +2016-08-19 11:38:13,950 DEBUG: View 2 : 0.486032642812 +2016-08-19 11:38:14,220 DEBUG: View 4 : 0.570754716981 +2016-08-19 11:38:14,422 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:14,437 DEBUG: Start: Iteration 22 +2016-08-19 11:38:14,673 DEBUG: View 0 : 0.433622685185 +2016-08-19 11:38:14,686 DEBUG: View 1 : 0.542532197757 +2016-08-19 11:38:14,942 DEBUG: View 3 : 0.608843537415 +2016-08-19 11:38:15,047 DEBUG: View 2 : 0.498277841561 +2016-08-19 11:38:15,319 DEBUG: View 4 : 0.557991202346 +2016-08-19 11:38:15,571 DEBUG: Best view : Clinic_ +2016-08-19 11:38:15,586 DEBUG: Start: Iteration 23 +2016-08-19 11:38:15,875 DEBUG: View 0 : 0.472396650968 +2016-08-19 11:38:15,888 DEBUG: View 1 : 0.734400753473 +2016-08-19 11:38:16,142 DEBUG: View 3 : 0.601090700344 +2016-08-19 11:38:16,246 DEBUG: View 2 : 0.549570862676 +2016-08-19 11:38:16,522 DEBUG: View 4 : 0.577744411078 +2016-08-19 11:38:16,721 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:16,737 DEBUG: Start: Iteration 24 +2016-08-19 11:38:16,964 DEBUG: View 0 : 0.459528688525 +2016-08-19 11:38:16,977 DEBUG: View 1 : 0.55890052356 +2016-08-19 11:38:17,234 DEBUG: View 3 : 0.532803334362 +2016-08-19 11:38:17,335 DEBUG: View 2 : 0.562640163099 +2016-08-19 11:38:17,605 DEBUG: View 4 : 0.553821178821 +2016-08-19 11:38:17,885 DEBUG: Best view : Clinic_ +2016-08-19 11:38:17,901 DEBUG: Start: Iteration 25 +2016-08-19 11:38:18,165 DEBUG: View 0 : 0.421926910299 +2016-08-19 11:38:18,175 DEBUG: View 1 : 0.727038183695 +2016-08-19 11:38:18,429 DEBUG: View 3 : 0.476886792453 +2016-08-19 11:38:18,538 DEBUG: View 2 : 0.50205811138 +2016-08-19 11:38:18,813 DEBUG: View 4 : 0.565162110617 +2016-08-19 11:38:19,048 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:19,064 DEBUG: Start: Iteration 26 +2016-08-19 11:38:19,356 DEBUG: View 0 : 0.580230880231 +2016-08-19 11:38:19,369 DEBUG: View 1 : 0.600128369705 +2016-08-19 11:38:19,624 DEBUG: View 3 : 0.663932558669 +2016-08-19 11:38:19,728 DEBUG: View 2 : 0.580978705979 +2016-08-19 11:38:20,007 DEBUG: View 4 : 0.526046986721 +2016-08-19 11:38:20,209 DEBUG: Best view : Clinic_ +2016-08-19 11:38:20,226 DEBUG: Start: Iteration 27 +2016-08-19 11:38:20,456 DEBUG: View 0 : 0.583897485493 +2016-08-19 11:38:20,468 DEBUG: View 1 : 0.55829015544 +2016-08-19 11:38:20,720 DEBUG: View 3 : 0.585750766088 +2016-08-19 11:38:20,818 DEBUG: View 2 : 0.574708127526 +2016-08-19 11:38:21,101 DEBUG: View 4 : 0.593068297655 +2016-08-19 11:38:21,384 DEBUG: Best view : MRNASeq +2016-08-19 11:38:21,401 DEBUG: Start: Iteration 28 +2016-08-19 11:38:21,699 DEBUG: View 0 : 0.529349363508 +2016-08-19 11:38:21,710 DEBUG: View 1 : 0.65124771759 +2016-08-19 11:38:21,964 DEBUG: View 3 : 0.564709467696 +2016-08-19 11:38:22,071 DEBUG: View 2 : 0.51641337386 +2016-08-19 11:38:22,349 DEBUG: View 4 : 0.49919175591 +2016-08-19 11:38:22,566 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:22,582 DEBUG: Start: Iteration 29 +2016-08-19 11:38:22,889 DEBUG: View 0 : 0.599643221203 +2016-08-19 11:38:22,902 DEBUG: View 1 : 0.462441314554 +2016-08-19 11:38:23,168 DEBUG: View 3 : 0.61251435132 +2016-08-19 11:38:23,303 DEBUG: View 2 : 0.577701224847 +2016-08-19 11:38:23,587 DEBUG: View 4 : 0.514437012263 +2016-08-19 11:38:23,847 DEBUG: Best view : Clinic_ +2016-08-19 11:38:23,864 DEBUG: Start: Iteration 30 +2016-08-19 11:38:24,110 DEBUG: View 0 : 0.421926910299 +2016-08-19 11:38:24,121 DEBUG: View 1 : 0.675829997645 +2016-08-19 11:38:24,375 DEBUG: View 3 : 0.493473765831 +2016-08-19 11:38:24,485 DEBUG: View 2 : 0.580977043673 +2016-08-19 11:38:24,759 DEBUG: View 4 : 0.533927454659 +2016-08-19 11:38:25,027 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:25,045 DEBUG: Start: Iteration 31 +2016-08-19 11:38:25,343 DEBUG: View 0 : 0.512449671541 +2016-08-19 11:38:25,355 DEBUG: View 1 : 0.472931338028 +2016-08-19 11:38:25,615 DEBUG: View 3 : 0.675235743152 +2016-08-19 11:38:25,748 DEBUG: View 2 : 0.599251603706 +2016-08-19 11:38:26,024 DEBUG: View 4 : 0.517712550607 +2016-08-19 11:38:26,318 DEBUG: Best view : Clinic_ +2016-08-19 11:38:26,337 DEBUG: Start: Iteration 32 +2016-08-19 11:38:26,642 DEBUG: View 0 : 0.522978959025 +2016-08-19 11:38:26,655 DEBUG: View 1 : 0.633333333333 +2016-08-19 11:38:26,912 DEBUG: View 3 : 0.555639781686 +2016-08-19 11:38:27,014 DEBUG: View 2 : 0.604989495798 +2016-08-19 11:38:27,284 DEBUG: View 4 : 0.565301120448 +2016-08-19 11:38:27,509 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:27,527 DEBUG: Start: Iteration 33 +2016-08-19 11:38:27,819 DEBUG: View 0 : 0.388486486486 +2016-08-19 11:38:27,831 DEBUG: View 1 : 0.762865497076 +2016-08-19 11:38:28,083 DEBUG: View 3 : 0.569215086646 +2016-08-19 11:38:28,184 DEBUG: View 2 : 0.640796703297 +2016-08-19 11:38:28,464 DEBUG: View 4 : 0.513829787234 +2016-08-19 11:38:28,698 DEBUG: Best view : RNASeq_ +2016-08-19 11:38:28,716 DEBUG: Start: Iteration 34 +2016-08-19 11:38:28,948 DEBUG: View 0 : 0.485350246969 +2016-08-19 11:38:28,959 DEBUG: View 1 : 0.479768153981 +2016-08-19 11:38:29,225 DEBUG: View 3 : 0.579430379747 +2016-08-19 11:38:29,362 DEBUG: View 2 : 0.4796875 +2016-08-19 11:38:29,639 DEBUG: View 4 : 0.505240373661 +2016-08-19 11:38:29,884 DEBUG: Best view : Clinic_ +2016-08-19 11:38:29,903 DEBUG: Start: Iteration 35 +2016-08-19 11:38:30,153 DEBUG: View 0 : 0.504063388866 +2016-08-19 11:38:30,165 DEBUG: View 1 : 0.716247139588 +2016-08-19 11:38:30,419 DEBUG: View 3 : 0.500848032564 +2016-08-19 11:38:30,522 DEBUG: View 2 : 0.585129310345 +2016-08-19 11:38:30,800 DEBUG: View 4 : 0.584924827306 +2016-08-19 11:38:31,094 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:31,112 DEBUG: Start: Iteration 36 +2016-08-19 11:38:31,403 DEBUG: View 0 : 0.425683890578 +2016-08-19 11:38:31,414 DEBUG: View 1 : 0.634544106746 +2016-08-19 11:38:31,667 DEBUG: View 3 : 0.603137651822 +2016-08-19 11:38:31,771 DEBUG: View 2 : 0.536367330354 +2016-08-19 11:38:32,045 DEBUG: View 4 : 0.556737588652 +2016-08-19 11:38:32,304 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:32,323 DEBUG: Start: Iteration 37 +2016-08-19 11:38:32,617 DEBUG: View 0 : 0.549892990904 +2016-08-19 11:38:32,628 DEBUG: View 1 : 0.527493169399 +2016-08-19 11:38:32,882 DEBUG: View 3 : 0.570402637156 +2016-08-19 11:38:32,985 DEBUG: View 2 : 0.593830939487 +2016-08-19 11:38:33,314 DEBUG: View 4 : 0.548493408663 +2016-08-19 11:38:33,634 DEBUG: Best view : RNASeq_ +2016-08-19 11:38:33,654 DEBUG: Start: Iteration 38 +2016-08-19 11:38:33,948 DEBUG: View 0 : 0.46067251462 +2016-08-19 11:38:33,959 DEBUG: View 1 : 0.762865497076 +2016-08-19 11:38:34,217 DEBUG: View 3 : 0.589664578703 +2016-08-19 11:38:34,324 DEBUG: View 2 : 0.552757427757 +2016-08-19 11:38:34,599 DEBUG: View 4 : 0.530448717949 +2016-08-19 11:38:34,903 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:34,923 DEBUG: Start: Iteration 39 +2016-08-19 11:38:35,203 DEBUG: View 0 : 0.475925925926 +2016-08-19 11:38:35,214 DEBUG: View 1 : 0.735066258919 +2016-08-19 11:38:35,480 DEBUG: View 3 : 0.702870189172 +2016-08-19 11:38:35,581 DEBUG: View 2 : 0.494875776398 +2016-08-19 11:38:35,865 DEBUG: View 4 : 0.611071513424 +2016-08-19 11:38:36,164 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:36,184 DEBUG: Start: Iteration 40 +2016-08-19 11:38:36,483 DEBUG: View 0 : 0.628416347382 +2016-08-19 11:38:36,495 DEBUG: View 1 : 0.596075268817 +2016-08-19 11:38:36,762 DEBUG: View 3 : 0.538784385113 +2016-08-19 11:38:36,876 DEBUG: View 2 : 0.525724637681 +2016-08-19 11:38:37,158 DEBUG: View 4 : 0.53211517165 +2016-08-19 11:38:37,488 DEBUG: Best view : Methyl_ +2016-08-19 11:38:37,507 DEBUG: Start: Iteration 41 +2016-08-19 11:38:37,751 DEBUG: View 0 : 0.588859060403 +2016-08-19 11:38:37,764 DEBUG: View 1 : 0.66063582321 +2016-08-19 11:38:38,019 DEBUG: View 3 : 0.524377484829 +2016-08-19 11:38:38,118 DEBUG: View 2 : 0.5142228739 +2016-08-19 11:38:38,394 DEBUG: View 4 : 0.54015205512 +2016-08-19 11:38:38,712 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:38,732 DEBUG: Start: Iteration 42 +2016-08-19 11:38:38,989 DEBUG: View 0 : 0.521182795699 +2016-08-19 11:38:39,000 DEBUG: View 1 : 0.463735558408 +2016-08-19 11:38:39,253 DEBUG: View 3 : 0.536622073579 +2016-08-19 11:38:39,356 DEBUG: View 2 : 0.503438013136 +2016-08-19 11:38:39,638 DEBUG: View 4 : 0.598426150121 +2016-08-19 11:38:39,938 DEBUG: Best view : MRNASeq +2016-08-19 11:38:39,958 DEBUG: Start: Iteration 43 +2016-08-19 11:38:40,243 DEBUG: View 0 : 0.585440874915 +2016-08-19 11:38:40,255 DEBUG: View 1 : 0.417097608274 +2016-08-19 11:38:40,509 DEBUG: View 3 : 0.648782343988 +2016-08-19 11:38:40,613 DEBUG: View 2 : 0.56162981163 +2016-08-19 11:38:40,888 DEBUG: View 4 : 0.567272727273 +2016-08-19 11:38:41,173 DEBUG: Best view : Clinic_ +2016-08-19 11:38:41,194 DEBUG: Start: Iteration 44 +2016-08-19 11:38:41,483 DEBUG: View 0 : 0.585371880405 +2016-08-19 11:38:41,496 DEBUG: View 1 : 0.460784313725 +2016-08-19 11:38:41,747 DEBUG: View 3 : 0.553612291599 +2016-08-19 11:38:41,849 DEBUG: View 2 : 0.542712550607 +2016-08-19 11:38:42,126 DEBUG: View 4 : 0.57181712963 +2016-08-19 11:38:42,409 DEBUG: Best view : Methyl_ +2016-08-19 11:38:42,430 DEBUG: Start: Iteration 45 +2016-08-19 11:38:42,720 DEBUG: View 0 : 0.476689427831 +2016-08-19 11:38:42,731 DEBUG: View 1 : 0.634564164649 +2016-08-19 11:38:42,982 DEBUG: View 3 : 0.702870189172 +2016-08-19 11:38:43,086 DEBUG: View 2 : 0.518953289313 +2016-08-19 11:38:43,362 DEBUG: View 4 : 0.508441558442 +2016-08-19 11:38:43,647 DEBUG: Best view : Clinic_ +2016-08-19 11:38:43,669 DEBUG: Start: Iteration 46 +2016-08-19 11:38:43,962 DEBUG: View 0 : 0.634659090909 +2016-08-19 11:38:43,972 DEBUG: View 1 : 0.699258299976 +2016-08-19 11:38:44,229 DEBUG: View 3 : 0.527886396378 +2016-08-19 11:38:44,330 DEBUG: View 2 : 0.566819772528 +2016-08-19 11:38:44,607 DEBUG: View 4 : 0.513649425287 +2016-08-19 11:38:44,920 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:44,942 DEBUG: Start: Iteration 47 +2016-08-19 11:38:45,242 DEBUG: View 0 : 0.356578947368 +2016-08-19 11:38:45,252 DEBUG: View 1 : 0.462441314554 +2016-08-19 11:38:45,507 DEBUG: View 3 : 0.473257839721 +2016-08-19 11:38:45,606 DEBUG: View 2 : 0.452380952381 +2016-08-19 11:38:45,889 DEBUG: View 4 : 0.581481096801 +2016-08-19 11:38:46,195 DEBUG: Best view : MRNASeq +2016-08-19 11:38:46,216 DEBUG: Start: Iteration 48 +2016-08-19 11:38:46,462 DEBUG: View 0 : 0.534072249589 +2016-08-19 11:38:46,474 DEBUG: View 1 : 0.60919797257 +2016-08-19 11:38:46,726 DEBUG: View 3 : 0.687657563025 +2016-08-19 11:38:46,828 DEBUG: View 2 : 0.582416373239 +2016-08-19 11:38:47,111 DEBUG: View 4 : 0.621390374332 +2016-08-19 11:38:47,446 DEBUG: Best view : Clinic_ +2016-08-19 11:38:47,468 DEBUG: Start: Iteration 49 +2016-08-19 11:38:47,753 DEBUG: View 0 : 0.53399189463 +2016-08-19 11:38:47,766 DEBUG: View 1 : 0.481028484453 +2016-08-19 11:38:48,019 DEBUG: View 3 : 0.496208674553 +2016-08-19 11:38:48,121 DEBUG: View 2 : 0.582604663487 +2016-08-19 11:38:48,411 DEBUG: View 4 : 0.589318789874 +2016-08-19 11:38:48,693 DEBUG: Best view : RNASeq_ +2016-08-19 11:38:48,715 DEBUG: Start: Iteration 50 +2016-08-19 11:38:49,010 DEBUG: View 0 : 0.500544217687 +2016-08-19 11:38:49,022 DEBUG: View 1 : 0.600896393579 +2016-08-19 11:38:49,275 DEBUG: View 3 : 0.468657718121 +2016-08-19 11:38:49,379 DEBUG: View 2 : 0.532212028542 +2016-08-19 11:38:49,657 DEBUG: View 4 : 0.564878671775 +2016-08-19 11:38:49,963 DEBUG: Best view : MRNASeq +2016-08-19 11:38:49,986 DEBUG: Start: Iteration 51 +2016-08-19 11:38:50,214 DEBUG: View 0 : 0.550497121926 +2016-08-19 11:38:50,227 DEBUG: View 1 : 0.801522435897 +2016-08-19 11:38:50,484 DEBUG: View 3 : 0.620967741935 +2016-08-19 11:38:50,586 DEBUG: View 2 : 0.556240063593 +2016-08-19 11:38:50,861 DEBUG: View 4 : 0.534072249589 +2016-08-19 11:38:51,233 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:51,256 DEBUG: Start: Iteration 52 +2016-08-19 11:38:51,545 DEBUG: View 0 : 0.527673153379 +2016-08-19 11:38:51,558 DEBUG: View 1 : 0.309043778802 +2016-08-19 11:38:51,812 DEBUG: View 3 : 0.553612291599 +2016-08-19 11:38:51,913 DEBUG: View 2 : 0.501531058618 +2016-08-19 11:38:52,192 DEBUG: View 4 : 0.569899665552 +2016-08-19 11:38:52,496 DEBUG: Best view : Clinic_ +2016-08-19 11:38:52,519 DEBUG: Start: Iteration 53 +2016-08-19 11:38:52,771 DEBUG: View 0 : 0.468059855521 +2016-08-19 11:38:52,783 DEBUG: View 1 : 0.711001642036 +2016-08-19 11:38:53,037 DEBUG: View 3 : 0.540143331948 +2016-08-19 11:38:53,137 DEBUG: View 2 : 0.514503205128 +2016-08-19 11:38:53,420 DEBUG: View 4 : 0.541198922317 +2016-08-19 11:38:53,763 DEBUG: Best view : MiRNA__ +2016-08-19 11:38:53,787 DEBUG: Start: Iteration 54 +2016-08-19 11:38:54,013 DEBUG: View 0 : 0.599227799228 +2016-08-19 11:38:54,025 DEBUG: View 1 : 0.583897485493 +2016-08-19 11:38:54,283 DEBUG: View 3 : 0.621272063299 +2016-08-19 11:38:54,384 DEBUG: View 2 : 0.566700715015 +2016-08-19 11:38:54,660 DEBUG: View 4 : 0.568972491909 +2016-08-19 11:38:55,048 DEBUG: Best view : Clinic_ +2016-08-19 11:38:55,072 DEBUG: Start: Iteration 55 +2016-08-19 11:38:55,323 DEBUG: View 0 : 0.482664995823 +2016-08-19 11:38:55,335 DEBUG: View 1 : 0.428664921466 +2016-08-19 11:38:55,592 DEBUG: View 3 : 0.599104599105 +2016-08-19 11:38:55,704 DEBUG: View 2 : 0.553279569892 +2016-08-19 11:38:55,984 DEBUG: View 4 : 0.555453656151 +2016-08-19 11:38:56,331 DEBUG: Best view : Clinic_ +2016-08-19 11:38:56,354 DEBUG: Start: Iteration 56 +2016-08-19 11:38:56,653 DEBUG: View 0 : 0.352452619844 +2016-08-19 11:38:56,664 DEBUG: View 1 : 0.524770173647 +2016-08-19 11:38:56,916 DEBUG: View 3 : 0.664543673012 +2016-08-19 11:38:57,019 DEBUG: View 2 : 0.559531450578 +2016-08-19 11:38:57,303 DEBUG: View 4 : 0.56233974359 +2016-08-19 11:38:57,631 DEBUG: Best view : Clinic_ +2016-08-19 11:38:57,655 DEBUG: Start: Iteration 57 +2016-08-19 11:38:57,940 DEBUG: View 0 : 0.561144477811 +2016-08-19 11:38:57,951 DEBUG: View 1 : 0.560810810811 +2016-08-19 11:38:58,205 DEBUG: View 3 : 0.625443786982 +2016-08-19 11:38:58,304 DEBUG: View 2 : 0.550314465409 +2016-08-19 11:38:58,597 DEBUG: View 4 : 0.557766864823 +2016-08-19 11:38:58,908 DEBUG: Best view : Clinic_ +2016-08-19 11:38:58,933 DEBUG: Start: Iteration 58 +2016-08-19 11:38:59,165 DEBUG: View 0 : 0.429952830189 +2016-08-19 11:38:59,177 DEBUG: View 1 : 0.524770173647 +2016-08-19 11:38:59,430 DEBUG: View 3 : 0.59645030426 +2016-08-19 11:38:59,535 DEBUG: View 2 : 0.559391872691 +2016-08-19 11:38:59,810 DEBUG: View 4 : 0.53835978836 +2016-08-19 11:39:00,199 DEBUG: Best view : Clinic_ +2016-08-19 11:39:00,223 DEBUG: Start: Iteration 59 +2016-08-19 11:39:00,460 DEBUG: View 0 : 0.518859452178 +2016-08-19 11:39:00,470 DEBUG: View 1 : 0.508724832215 +2016-08-19 11:39:00,730 DEBUG: View 3 : 0.523349163275 +2016-08-19 11:39:00,834 DEBUG: View 2 : 0.518971515547 +2016-08-19 11:39:01,107 DEBUG: View 4 : 0.509674447174 +2016-08-19 11:39:01,486 DEBUG: Best view : Clinic_ +2016-08-19 11:39:01,510 DEBUG: Start: Iteration 60 +2016-08-19 11:39:01,744 DEBUG: View 0 : 0.628973392983 +2016-08-19 11:39:01,757 DEBUG: View 1 : 0.701662143826 +2016-08-19 11:39:02,020 DEBUG: View 3 : 0.536216216216 +2016-08-19 11:39:02,144 DEBUG: View 2 : 0.566819747417 +2016-08-19 11:39:02,433 DEBUG: View 4 : 0.523860837438 +2016-08-19 11:39:02,778 DEBUG: Best view : MiRNA__ +2016-08-19 11:39:02,803 DEBUG: Start: Iteration 61 +2016-08-19 11:39:03,041 DEBUG: View 0 : 0.471014492754 +2016-08-19 11:39:03,054 DEBUG: View 1 : 0.744217687075 +2016-08-19 11:39:03,308 DEBUG: View 3 : 0.633832565284 +2016-08-19 11:39:03,414 DEBUG: View 2 : 0.505959915612 +2016-08-19 11:39:03,690 DEBUG: View 4 : 0.566925465839 +2016-08-19 11:39:04,082 DEBUG: Best view : MiRNA__ +2016-08-19 11:39:04,107 DEBUG: Start: Iteration 62 +2016-08-19 11:39:04,421 DEBUG: View 0 : 0.585809581565 +2016-08-19 11:39:04,431 DEBUG: View 1 : 0.392525252525 +2016-08-19 11:39:04,687 DEBUG: View 3 : 0.667767167818 +2016-08-19 11:39:04,791 DEBUG: View 2 : 0.550314465409 +2016-08-19 11:39:05,058 DEBUG: View 4 : 0.515424430642 +2016-08-19 11:39:05,411 DEBUG: Best view : Clinic_ +2016-08-19 11:39:05,436 DEBUG: Start: Iteration 63 +2016-08-19 11:39:05,665 DEBUG: View 0 : 0.487550328459 +2016-08-19 11:39:05,676 DEBUG: View 1 : 0.579357798165 +2016-08-19 11:39:05,930 DEBUG: View 3 : 0.652896273013 +2016-08-19 11:39:06,032 DEBUG: View 2 : 0.53211517165 +2016-08-19 11:39:06,302 DEBUG: View 4 : 0.512774111135 +2016-08-19 11:39:06,725 DEBUG: Best view : Clinic_ +2016-08-19 11:39:06,751 DEBUG: Start: Iteration 64 +2016-08-19 11:39:07,038 DEBUG: View 0 : 0.502762923351 +2016-08-19 11:39:07,051 DEBUG: View 1 : 0.359312455851 +2016-08-19 11:39:07,302 DEBUG: View 3 : 0.548887462559 +2016-08-19 11:39:07,407 DEBUG: View 2 : 0.550618786772 +2016-08-19 11:39:07,686 DEBUG: View 4 : 0.53878695209 +2016-08-19 11:39:08,039 DEBUG: Best view : Clinic_ +2016-08-19 11:39:08,064 DEBUG: Start: Iteration 65 +2016-08-19 11:39:08,356 DEBUG: View 0 : 0.568181818182 +2016-08-19 11:39:08,368 DEBUG: View 1 : 0.699110671937 +2016-08-19 11:39:08,625 DEBUG: View 3 : 0.666378066378 +2016-08-19 11:39:08,728 DEBUG: View 2 : 0.495936611134 +2016-08-19 11:39:09,010 DEBUG: View 4 : 0.560812214375 +2016-08-19 11:39:09,367 DEBUG: Best view : Clinic_ +2016-08-19 11:39:09,393 DEBUG: Start: Iteration 66 +2016-08-19 11:39:09,685 DEBUG: View 0 : 0.441946308725 +2016-08-19 11:39:09,697 DEBUG: View 1 : 0.578840393667 +2016-08-19 11:39:09,953 DEBUG: View 3 : 0.550497121926 +2016-08-19 11:39:10,058 DEBUG: View 2 : 0.555260469867 +2016-08-19 11:39:10,334 DEBUG: View 4 : 0.474379546427 +2016-08-19 11:39:10,678 DEBUG: Best view : Clinic_ +2016-08-19 11:39:10,705 DEBUG: Start: Iteration 67 +2016-08-19 11:39:11,010 DEBUG: View 0 : 0.482432432432 +2016-08-19 11:39:11,022 DEBUG: View 1 : 0.673414940364 +2016-08-19 11:39:11,282 DEBUG: View 3 : 0.511843238587 +2016-08-19 11:39:11,384 DEBUG: View 2 : 0.546518987342 +2016-08-19 11:39:11,674 DEBUG: View 4 : 0.619286003236 +2016-08-19 11:39:12,106 DEBUG: Best view : MiRNA__ +2016-08-19 11:39:12,133 DEBUG: Start: Iteration 68 +2016-08-19 11:39:12,367 DEBUG: View 0 : 0.604500891266 +2016-08-19 11:39:12,378 DEBUG: View 1 : 0.648841354724 +2016-08-19 11:39:12,632 DEBUG: View 3 : 0.603521478521 +2016-08-19 11:39:12,737 DEBUG: View 2 : 0.568041871921 +2016-08-19 11:39:13,013 DEBUG: View 4 : 0.568196405648 +2016-08-19 11:39:13,435 DEBUG: Best view : Clinic_ +2016-08-19 11:39:13,463 DEBUG: Start: Iteration 69 +2016-08-19 11:39:13,717 DEBUG: View 0 : 0.466767676768 +2016-08-19 11:39:13,728 DEBUG: View 1 : 0.703010033445 +2016-08-19 11:39:13,983 DEBUG: View 3 : 0.509140008309 +2016-08-19 11:39:14,085 DEBUG: View 2 : 0.532212028542 +2016-08-19 11:39:14,360 DEBUG: View 4 : 0.493955709061 +2016-08-19 11:39:14,761 DEBUG: Best view : MiRNA__ +2016-08-19 11:39:14,789 DEBUG: Start: Iteration 70 +2016-08-19 11:39:15,037 DEBUG: View 0 : 0.430124223602 +2016-08-19 11:39:15,048 DEBUG: View 1 : 0.533213429257 +2016-08-19 11:39:15,302 DEBUG: View 3 : 0.719875500222 +2016-08-19 11:39:15,403 DEBUG: View 2 : 0.567569036747 +2016-08-19 11:39:15,682 DEBUG: View 4 : 0.561916154021 +2016-08-19 11:39:16,101 DEBUG: Best view : Clinic_ +2016-08-19 11:39:16,129 DEBUG: Start: Iteration 71 +2016-08-19 11:39:16,432 DEBUG: View 0 : 0.485023534446 +2016-08-19 11:39:16,443 DEBUG: View 1 : 0.64649122807 +2016-08-19 11:39:16,703 DEBUG: View 3 : 0.619286003236 +2016-08-19 11:39:16,806 DEBUG: View 2 : 0.57632531403 +2016-08-19 11:39:17,083 DEBUG: View 4 : 0.534072249589 +2016-08-19 11:39:17,448 DEBUG: Best view : Clinic_ +2016-08-19 11:39:17,476 DEBUG: Start: Iteration 72 +2016-08-19 11:39:17,713 DEBUG: View 0 : 0.588304093567 +2016-08-19 11:39:17,720 DEBUG: View 1 : 0.398164998483 +2016-08-19 11:39:17,976 DEBUG: View 3 : 0.540233415233 +2016-08-19 11:39:18,082 DEBUG: View 2 : 0.557766864823 +2016-08-19 11:39:18,359 DEBUG: View 4 : 0.538670002085 +2016-08-19 11:39:18,786 DEBUG: Best view : RNASeq_ +2016-08-19 11:39:18,814 DEBUG: Start: Iteration 73 +2016-08-19 11:39:19,103 DEBUG: View 0 : 0.416322047041 +2016-08-19 11:39:19,115 DEBUG: View 1 : 0.565423901941 +2016-08-19 11:39:19,368 DEBUG: View 3 : 0.543057763646 +2016-08-19 11:39:19,470 DEBUG: View 2 : 0.474379546427 +2016-08-19 11:39:19,745 DEBUG: View 4 : 0.582416373239 +2016-08-19 11:39:20,137 DEBUG: Best view : MRNASeq +2016-08-19 11:39:20,165 DEBUG: Start: Iteration 74 +2016-08-19 11:39:20,458 DEBUG: View 0 : 0.381307217373 +2016-08-19 11:39:20,469 DEBUG: View 1 : 0.730138169257 +2016-08-19 11:39:20,722 DEBUG: View 3 : 0.643787878788 +2016-08-19 11:39:20,824 DEBUG: View 2 : 0.568066801619 +2016-08-19 11:39:21,103 DEBUG: View 4 : 0.51404853129 +2016-08-19 11:39:21,485 DEBUG: Best view : Clinic_ +2016-08-19 11:39:21,514 DEBUG: Start: Iteration 75 +2016-08-19 11:39:21,816 DEBUG: View 0 : 0.466666666667 +2016-08-19 11:39:21,828 DEBUG: View 1 : 0.633832565284 +2016-08-19 11:39:22,086 DEBUG: View 3 : 0.608843537415 +2016-08-19 11:39:22,212 DEBUG: View 2 : 0.503945945946 +2016-08-19 11:39:22,499 DEBUG: View 4 : 0.565039417829 +2016-08-19 11:39:22,949 DEBUG: Best view : Clinic_ +2016-08-19 11:39:22,978 DEBUG: Start: Iteration 76 +2016-08-19 11:39:23,213 DEBUG: View 0 : 0.45101010101 +2016-08-19 11:39:23,225 DEBUG: View 1 : 0.471764346764 +2016-08-19 11:39:23,476 DEBUG: View 3 : 0.622518159806 +2016-08-19 11:39:23,582 DEBUG: View 2 : 0.547714604236 +2016-08-19 11:39:23,863 DEBUG: View 4 : 0.534175415573 +2016-08-19 11:39:24,298 DEBUG: Best view : Clinic_ +2016-08-19 11:39:24,328 DEBUG: Start: Iteration 77 +2016-08-19 11:39:24,638 DEBUG: View 0 : 0.425082101806 +2016-08-19 11:39:24,648 DEBUG: View 1 : 0.433181357649 +2016-08-19 11:39:24,903 DEBUG: View 3 : 0.603137651822 +2016-08-19 11:39:25,007 DEBUG: View 2 : 0.579612042837 +2016-08-19 11:39:25,277 DEBUG: View 4 : 0.59 +2016-08-19 11:39:25,667 DEBUG: Best view : Clinic_ +2016-08-19 11:39:25,696 DEBUG: Start: Iteration 78 +2016-08-19 11:39:25,938 DEBUG: View 0 : 0.501240694789 +2016-08-19 11:39:25,949 DEBUG: View 1 : 0.655548817465 +2016-08-19 11:39:26,209 DEBUG: View 3 : 0.615687086093 +2016-08-19 11:39:26,316 DEBUG: View 2 : 0.53878695209 +2016-08-19 11:39:26,598 DEBUG: View 4 : 0.564706486043 +2016-08-19 11:39:27,036 DEBUG: Best view : MiRNA__ +2016-08-19 11:39:27,067 DEBUG: Start: Iteration 79 +2016-08-19 11:39:27,363 DEBUG: View 0 : 0.55890052356 +2016-08-19 11:39:27,373 DEBUG: View 1 : 0.666820607553 +2016-08-19 11:39:27,624 DEBUG: View 3 : 0.577225672878 +2016-08-19 11:39:27,730 DEBUG: View 2 : 0.59766493699 +2016-08-19 11:39:28,006 DEBUG: View 4 : 0.550242130751 +2016-08-19 11:39:28,402 DEBUG: Best view : MiRNA__ +2016-08-19 11:39:28,432 DEBUG: Start: Iteration 80 +2016-08-19 11:39:28,726 DEBUG: View 0 : 0.462878787879 +2016-08-19 11:39:28,737 DEBUG: View 1 : 0.65724789916 +2016-08-19 11:39:28,990 DEBUG: View 3 : 0.544298519908 +2016-08-19 11:39:29,093 DEBUG: View 2 : 0.547171717172 +2016-08-19 11:39:29,368 DEBUG: View 4 : 0.503510863805 +2016-08-19 11:39:29,770 DEBUG: Best view : MiRNA__ +2016-08-19 11:39:29,800 DEBUG: Start: Iteration 81 +2016-08-19 11:39:30,054 DEBUG: View 0 : 0.542279411765 +2016-08-19 11:39:30,065 DEBUG: View 1 : 0.595610119048 +2016-08-19 11:39:30,319 DEBUG: View 3 : 0.583484848485 +2016-08-19 11:39:30,417 DEBUG: View 2 : 0.609769650434 +2016-08-19 11:39:30,696 DEBUG: View 4 : 0.547171717172 +2016-08-19 11:39:31,150 DEBUG: Best view : RNASeq_ +2016-08-19 11:39:31,182 DEBUG: Start: Iteration 82 +2016-08-19 11:39:31,426 DEBUG: View 0 : 0.765469379106 +2016-08-19 11:39:31,438 DEBUG: View 1 : 0.734400753473 +2016-08-19 11:39:31,696 DEBUG: View 3 : 0.552876202975 +2016-08-19 11:39:31,796 DEBUG: View 2 : 0.560606060606 +2016-08-19 11:39:32,074 DEBUG: View 4 : 0.572782874618 +2016-08-19 11:39:32,531 DEBUG: Best view : Methyl_ +2016-08-19 11:39:32,561 DEBUG: Start: Iteration 83 +2016-08-19 11:39:32,857 DEBUG: View 0 : 0.471014492754 +2016-08-19 11:39:32,867 DEBUG: View 1 : 0.517263025738 +2016-08-19 11:39:33,124 DEBUG: View 3 : 0.628726708075 +2016-08-19 11:39:33,225 DEBUG: View 2 : 0.536199654065 +2016-08-19 11:39:33,513 DEBUG: View 4 : 0.587209302326 +2016-08-19 11:39:33,923 DEBUG: Best view : Clinic_ +2016-08-19 11:39:33,954 DEBUG: Start: Iteration 84 +2016-08-19 11:39:34,198 DEBUG: View 0 : 0.46600810537 +2016-08-19 11:39:34,209 DEBUG: View 1 : 0.605818540434 +2016-08-19 11:39:34,466 DEBUG: View 3 : 0.487027427724 +2016-08-19 11:39:34,568 DEBUG: View 2 : 0.505366726297 +2016-08-19 11:39:34,847 DEBUG: View 4 : 0.608969263381 +2016-08-19 11:39:35,308 DEBUG: Best view : MRNASeq +2016-08-19 11:39:35,340 DEBUG: Start: Iteration 85 +2016-08-19 11:39:35,639 DEBUG: View 0 : 0.486724297623 +2016-08-19 11:39:35,652 DEBUG: View 1 : 0.637644787645 +2016-08-19 11:39:35,910 DEBUG: View 3 : 0.530448717949 +2016-08-19 11:39:36,038 DEBUG: View 2 : 0.554982817869 +2016-08-19 11:39:36,318 DEBUG: View 4 : 0.421618977745 +2016-08-19 11:39:36,809 DEBUG: Best view : MiRNA__ +2016-08-19 11:39:36,841 DEBUG: Start: Iteration 86 +2016-08-19 11:39:37,139 DEBUG: View 0 : 0.479500891266 +2016-08-19 11:39:37,150 DEBUG: View 1 : 0.413742690058 +2016-08-19 11:39:37,404 DEBUG: View 3 : 0.628172043011 +2016-08-19 11:39:37,505 DEBUG: View 2 : 0.578253284072 +2016-08-19 11:39:37,780 DEBUG: View 4 : 0.540233415233 +2016-08-19 11:39:38,212 DEBUG: Best view : Clinic_ +2016-08-19 11:39:38,245 DEBUG: Start: Iteration 87 +2016-08-19 11:39:38,555 DEBUG: View 0 : 0.779275571105 +2016-08-19 11:39:38,570 DEBUG: View 1 : 0.570743034056 +2016-08-19 11:39:38,836 DEBUG: View 3 : 0.628726708075 +2016-08-19 11:39:38,947 DEBUG: View 2 : 0.619887525562 +2016-08-19 11:39:39,231 DEBUG: View 4 : 0.562288135593 +2016-08-19 11:39:39,714 DEBUG: Best view : Methyl_ +2016-08-19 11:39:39,746 DEBUG: Start: Iteration 88 +2016-08-19 11:39:40,029 DEBUG: View 0 : 0.574303232999 +2016-08-19 11:39:40,042 DEBUG: View 1 : 0.423469387755 +2016-08-19 11:39:40,299 DEBUG: View 3 : 0.571656050955 +2016-08-19 11:39:40,397 DEBUG: View 2 : 0.546373850868 +2016-08-19 11:39:40,671 DEBUG: View 4 : 0.555260469867 +2016-08-19 11:39:41,109 DEBUG: Best view : Clinic_ +2016-08-19 11:39:41,142 DEBUG: Start: Iteration 89 +2016-08-19 11:39:41,390 DEBUG: View 0 : 0.58552055993 +2016-08-19 11:39:41,404 DEBUG: View 1 : 0.663358147229 +2016-08-19 11:39:41,657 DEBUG: View 3 : 0.462441314554 +2016-08-19 11:39:41,766 DEBUG: View 2 : 0.532548794489 +2016-08-19 11:39:42,039 DEBUG: View 4 : 0.629348705502 +2016-08-19 11:39:42,515 DEBUG: Best view : MRNASeq +2016-08-19 11:39:42,547 DEBUG: Start: Iteration 90 +2016-08-19 11:39:42,792 DEBUG: View 0 : 0.465927750411 +2016-08-19 11:39:42,803 DEBUG: View 1 : 0.809644670051 +2016-08-19 11:39:43,071 DEBUG: View 3 : 0.628417037508 +2016-08-19 11:39:43,173 DEBUG: View 2 : 0.561123459285 +2016-08-19 11:39:43,466 DEBUG: View 4 : 0.548483923484 +2016-08-19 11:39:43,928 DEBUG: Best view : Clinic_ +2016-08-19 11:39:43,964 DEBUG: Start: Iteration 91 +2016-08-19 11:39:44,253 DEBUG: View 0 : 0.398914587137 +2016-08-19 11:39:44,264 DEBUG: View 1 : 0.416800428036 +2016-08-19 11:39:44,524 DEBUG: View 3 : 0.53602484472 +2016-08-19 11:39:44,630 DEBUG: View 2 : 0.514171068671 +2016-08-19 11:39:44,907 DEBUG: View 4 : 0.53399189463 +2016-08-19 11:39:45,341 DEBUG: Best view : Clinic_ +2016-08-19 11:39:45,374 DEBUG: Start: Iteration 92 +2016-08-19 11:39:45,653 DEBUG: View 0 : 0.436652236652 +2016-08-19 11:39:45,666 DEBUG: View 1 : 0.64649122807 +2016-08-19 11:39:45,918 DEBUG: View 3 : 0.563538392456 +2016-08-19 11:39:46,021 DEBUG: View 2 : 0.615942028986 +2016-08-19 11:39:46,305 DEBUG: View 4 : 0.531940144479 +2016-08-19 11:39:46,762 DEBUG: Best view : RNASeq_ +2016-08-19 11:39:46,798 DEBUG: Start: Iteration 93 +2016-08-19 11:39:47,035 DEBUG: View 0 : 0.535055865922 +2016-08-19 11:39:47,045 DEBUG: View 1 : 0.524770173647 +2016-08-19 11:39:47,300 DEBUG: View 3 : 0.694335083115 +2016-08-19 11:39:47,400 DEBUG: View 2 : 0.604120811934 +2016-08-19 11:39:47,702 DEBUG: View 4 : 0.571843434343 +2016-08-19 11:39:48,186 DEBUG: Best view : Clinic_ +2016-08-19 11:39:48,220 DEBUG: Start: Iteration 94 +2016-08-19 11:39:48,514 DEBUG: View 0 : 0.525724637681 +2016-08-19 11:39:48,527 DEBUG: View 1 : 0.482664995823 +2016-08-19 11:39:48,779 DEBUG: View 3 : 0.651193200392 +2016-08-19 11:39:48,879 DEBUG: View 2 : 0.539938080495 +2016-08-19 11:39:49,154 DEBUG: View 4 : 0.563538392456 +2016-08-19 11:39:49,619 DEBUG: Best view : Clinic_ +2016-08-19 11:39:49,653 DEBUG: Start: Iteration 95 +2016-08-19 11:39:49,941 DEBUG: View 0 : 0.523365978284 +2016-08-19 11:39:49,952 DEBUG: View 1 : 0.530116959064 +2016-08-19 11:39:50,210 DEBUG: View 3 : 0.574708127526 +2016-08-19 11:39:50,310 DEBUG: View 2 : 0.522069317023 +2016-08-19 11:39:50,592 DEBUG: View 4 : 0.569313663946 +2016-08-19 11:39:51,040 DEBUG: Best view : Clinic_ +2016-08-19 11:39:51,075 DEBUG: Start: Iteration 96 +2016-08-19 11:39:51,368 DEBUG: View 0 : 0.601804489912 +2016-08-19 11:39:51,379 DEBUG: View 1 : 0.809644670051 +2016-08-19 11:39:51,631 DEBUG: View 3 : 0.623626373626 +2016-08-19 11:39:51,735 DEBUG: View 2 : 0.525752314815 +2016-08-19 11:39:52,016 DEBUG: View 4 : 0.506786500367 +2016-08-19 11:39:52,478 DEBUG: Best view : Clinic_ +2016-08-19 11:39:52,513 DEBUG: Start: Iteration 97 +2016-08-19 11:39:52,800 DEBUG: View 0 : 0.583897485493 +2016-08-19 11:39:52,812 DEBUG: View 1 : 0.649950592885 +2016-08-19 11:39:53,068 DEBUG: View 3 : 0.56184263754 +2016-08-19 11:39:53,169 DEBUG: View 2 : 0.510924369748 +2016-08-19 11:39:53,448 DEBUG: View 4 : 0.564698867024 +2016-08-19 11:39:53,910 DEBUG: Best view : MiRNA__ +2016-08-19 11:39:53,944 DEBUG: Start: Iteration 98 +2016-08-19 11:39:54,187 DEBUG: View 0 : 0.563347763348 +2016-08-19 11:39:54,198 DEBUG: View 1 : 0.730138169257 +2016-08-19 11:39:54,453 DEBUG: View 3 : 0.531940144479 +2016-08-19 11:39:54,556 DEBUG: View 2 : 0.521671826625 +2016-08-19 11:39:54,837 DEBUG: View 4 : 0.530029187247 +2016-08-19 11:39:55,352 DEBUG: Best view : MiRNA__ +2016-08-19 11:39:55,386 DEBUG: Start: Iteration 99 +2016-08-19 11:39:55,628 DEBUG: View 0 : 0.42032967033 +2016-08-19 11:39:55,639 DEBUG: View 1 : 0.446290322581 +2016-08-19 11:39:55,893 DEBUG: View 3 : 0.606365740741 +2016-08-19 11:39:56,001 DEBUG: View 2 : 0.586745526236 +2016-08-19 11:39:56,284 DEBUG: View 4 : 0.557074340528 +2016-08-19 11:39:56,802 DEBUG: Best view : Clinic_ +2016-08-19 11:39:56,836 DEBUG: Start: Iteration 100 +2016-08-19 11:39:57,064 DEBUG: View 0 : 0.600756756757 +2016-08-19 11:39:57,075 DEBUG: View 1 : 0.591954022989 +2016-08-19 11:39:57,331 DEBUG: View 3 : 0.516725352113 +2016-08-19 11:39:57,440 DEBUG: View 2 : 0.482432432432 +2016-08-19 11:39:57,720 DEBUG: View 4 : 0.534175415573 +2016-08-19 11:39:58,254 DEBUG: Best view : MiRNA__ +2016-08-19 11:39:58,290 DEBUG: Start: Iteration 101 +2016-08-19 11:39:58,516 DEBUG: View 0 : 0.583897485493 +2016-08-19 11:39:58,527 DEBUG: View 1 : 0.472380952381 +2016-08-19 11:39:58,780 DEBUG: View 3 : 0.434698879552 +2016-08-19 11:39:58,884 DEBUG: View 2 : 0.537854251012 +2016-08-19 11:39:59,169 DEBUG: View 4 : 0.5125 +2016-08-19 11:39:59,706 DEBUG: Best view : Methyl_ +2016-08-19 11:39:59,742 DEBUG: Start: Iteration 102 +2016-08-19 11:39:59,973 DEBUG: View 0 : 0.490417743325 +2016-08-19 11:39:59,984 DEBUG: View 1 : 0.5935500516 +2016-08-19 11:40:00,244 DEBUG: View 3 : 0.536367330354 +2016-08-19 11:40:00,350 DEBUG: View 2 : 0.502083976536 +2016-08-19 11:40:00,624 DEBUG: View 4 : 0.517647664128 +2016-08-19 11:40:01,161 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:01,196 DEBUG: Start: Iteration 103 +2016-08-19 11:40:01,442 DEBUG: View 0 : 0.465927750411 +2016-08-19 11:40:01,454 DEBUG: View 1 : 0.586745526236 +2016-08-19 11:40:01,711 DEBUG: View 3 : 0.554669585157 +2016-08-19 11:40:01,834 DEBUG: View 2 : 0.501531058618 +2016-08-19 11:40:02,116 DEBUG: View 4 : 0.598228128461 +2016-08-19 11:40:02,636 DEBUG: Best view : MRNASeq +2016-08-19 11:40:02,675 DEBUG: Start: Iteration 104 +2016-08-19 11:40:02,906 DEBUG: View 0 : 0.431544359255 +2016-08-19 11:40:02,919 DEBUG: View 1 : 0.814432989691 +2016-08-19 11:40:03,173 DEBUG: View 3 : 0.622760358343 +2016-08-19 11:40:03,278 DEBUG: View 2 : 0.532212028542 +2016-08-19 11:40:03,552 DEBUG: View 4 : 0.635145157872 +2016-08-19 11:40:04,107 DEBUG: Best view : MRNASeq +2016-08-19 11:40:04,143 DEBUG: Start: Iteration 105 +2016-08-19 11:40:04,369 DEBUG: View 0 : 0.634659090909 +2016-08-19 11:40:04,382 DEBUG: View 1 : 0.57181712963 +2016-08-19 11:40:04,643 DEBUG: View 3 : 0.651193200392 +2016-08-19 11:40:04,747 DEBUG: View 2 : 0.473469387755 +2016-08-19 11:40:05,025 DEBUG: View 4 : 0.550477773162 +2016-08-19 11:40:05,572 DEBUG: Best view : Clinic_ +2016-08-19 11:40:05,608 DEBUG: Start: Iteration 106 +2016-08-19 11:40:05,838 DEBUG: View 0 : 0.585974778459 +2016-08-19 11:40:05,851 DEBUG: View 1 : 0.671040444582 +2016-08-19 11:40:06,116 DEBUG: View 3 : 0.470406642538 +2016-08-19 11:40:06,222 DEBUG: View 2 : 0.561916154021 +2016-08-19 11:40:06,497 DEBUG: View 4 : 0.492358299595 +2016-08-19 11:40:07,041 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:07,078 DEBUG: Start: Iteration 107 +2016-08-19 11:40:07,326 DEBUG: View 0 : 0.622151563328 +2016-08-19 11:40:07,336 DEBUG: View 1 : 0.595610119048 +2016-08-19 11:40:07,588 DEBUG: View 3 : 0.665297297297 +2016-08-19 11:40:07,690 DEBUG: View 2 : 0.592084726867 +2016-08-19 11:40:07,972 DEBUG: View 4 : 0.523365978284 +2016-08-19 11:40:08,513 DEBUG: Best view : Clinic_ +2016-08-19 11:40:08,551 DEBUG: Start: Iteration 108 +2016-08-19 11:40:08,855 DEBUG: View 0 : 0.46600810537 +2016-08-19 11:40:08,867 DEBUG: View 1 : 0.659599913025 +2016-08-19 11:40:09,131 DEBUG: View 3 : 0.575752981605 +2016-08-19 11:40:09,229 DEBUG: View 2 : 0.527619047619 +2016-08-19 11:40:09,512 DEBUG: View 4 : 0.569899665552 +2016-08-19 11:40:09,993 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:10,031 DEBUG: Start: Iteration 109 +2016-08-19 11:40:10,282 DEBUG: View 0 : 0.486035049288 +2016-08-19 11:40:10,293 DEBUG: View 1 : 0.580935251799 +2016-08-19 11:40:10,548 DEBUG: View 3 : 0.49742206235 +2016-08-19 11:40:10,656 DEBUG: View 2 : 0.602107402653 +2016-08-19 11:40:10,934 DEBUG: View 4 : 0.537268518519 +2016-08-19 11:40:11,488 DEBUG: Best view : RNASeq_ +2016-08-19 11:40:11,526 DEBUG: Start: Iteration 110 +2016-08-19 11:40:11,764 DEBUG: View 0 : 0.57789269554 +2016-08-19 11:40:11,773 DEBUG: View 1 : 0.498666073811 +2016-08-19 11:40:12,035 DEBUG: View 3 : 0.53188172043 +2016-08-19 11:40:12,166 DEBUG: View 2 : 0.55249745158 +2016-08-19 11:40:12,442 DEBUG: View 4 : 0.557014767932 +2016-08-19 11:40:12,984 DEBUG: Best view : Methyl_ +2016-08-19 11:40:13,023 DEBUG: Start: Iteration 111 +2016-08-19 11:40:13,272 DEBUG: View 0 : 0.532641700405 +2016-08-19 11:40:13,283 DEBUG: View 1 : 0.680125725338 +2016-08-19 11:40:13,537 DEBUG: View 3 : 0.530882352941 +2016-08-19 11:40:13,643 DEBUG: View 2 : 0.584086134454 +2016-08-19 11:40:13,919 DEBUG: View 4 : 0.587373737374 +2016-08-19 11:40:14,489 DEBUG: Best view : RNASeq_ +2016-08-19 11:40:14,528 DEBUG: Start: Iteration 112 +2016-08-19 11:40:14,818 DEBUG: View 0 : 0.594364937388 +2016-08-19 11:40:14,829 DEBUG: View 1 : 0.689296187683 +2016-08-19 11:40:15,089 DEBUG: View 3 : 0.657727272727 +2016-08-19 11:40:15,194 DEBUG: View 2 : 0.614881389093 +2016-08-19 11:40:15,474 DEBUG: View 4 : 0.482072128414 +2016-08-19 11:40:15,983 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:16,021 DEBUG: Start: Iteration 113 +2016-08-19 11:40:16,324 DEBUG: View 0 : 0.574316109422 +2016-08-19 11:40:16,335 DEBUG: View 1 : 0.730138169257 +2016-08-19 11:40:16,595 DEBUG: View 3 : 0.551779935275 +2016-08-19 11:40:16,723 DEBUG: View 2 : 0.543972445465 +2016-08-19 11:40:17,006 DEBUG: View 4 : 0.53459972863 +2016-08-19 11:40:17,581 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:17,620 DEBUG: Start: Iteration 114 +2016-08-19 11:40:17,866 DEBUG: View 0 : 0.519401444788 +2016-08-19 11:40:17,876 DEBUG: View 1 : 0.609270787016 +2016-08-19 11:40:18,141 DEBUG: View 3 : 0.530029187247 +2016-08-19 11:40:18,247 DEBUG: View 2 : 0.582116788321 +2016-08-19 11:40:18,524 DEBUG: View 4 : 0.533213429257 +2016-08-19 11:40:19,089 DEBUG: Best view : RNASeq_ +2016-08-19 11:40:19,128 DEBUG: Start: Iteration 115 +2016-08-19 11:40:19,422 DEBUG: View 0 : 0.399916013438 +2016-08-19 11:40:19,435 DEBUG: View 1 : 0.663358147229 +2016-08-19 11:40:19,688 DEBUG: View 3 : 0.622747747748 +2016-08-19 11:40:19,794 DEBUG: View 2 : 0.554154002026 +2016-08-19 11:40:20,071 DEBUG: View 4 : 0.57960199005 +2016-08-19 11:40:20,595 DEBUG: Best view : Clinic_ +2016-08-19 11:40:20,634 DEBUG: Start: Iteration 116 +2016-08-19 11:40:20,922 DEBUG: View 0 : 0.490298507463 +2016-08-19 11:40:20,934 DEBUG: View 1 : 0.71401958697 +2016-08-19 11:40:21,186 DEBUG: View 3 : 0.59268707483 +2016-08-19 11:40:21,291 DEBUG: View 2 : 0.568066801619 +2016-08-19 11:40:21,565 DEBUG: View 4 : 0.564709467696 +2016-08-19 11:40:22,102 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:22,142 DEBUG: Start: Iteration 117 +2016-08-19 11:40:22,391 DEBUG: View 0 : 0.509701492537 +2016-08-19 11:40:22,403 DEBUG: View 1 : 0.719914683431 +2016-08-19 11:40:22,656 DEBUG: View 3 : 0.514437012263 +2016-08-19 11:40:22,758 DEBUG: View 2 : 0.589664578703 +2016-08-19 11:40:23,045 DEBUG: View 4 : 0.601090700344 +2016-08-19 11:40:23,620 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:23,660 DEBUG: Start: Iteration 118 +2016-08-19 11:40:23,895 DEBUG: View 0 : 0.473740349451 +2016-08-19 11:40:23,907 DEBUG: View 1 : 0.55829015544 +2016-08-19 11:40:24,169 DEBUG: View 3 : 0.571467869718 +2016-08-19 11:40:24,269 DEBUG: View 2 : 0.515883554648 +2016-08-19 11:40:24,547 DEBUG: View 4 : 0.558689302665 +2016-08-19 11:40:25,134 DEBUG: Best view : Clinic_ +2016-08-19 11:40:25,174 DEBUG: Start: Iteration 119 +2016-08-19 11:40:25,470 DEBUG: View 0 : 0.486902927581 +2016-08-19 11:40:25,482 DEBUG: View 1 : 0.600756756757 +2016-08-19 11:40:25,737 DEBUG: View 3 : 0.642303433001 +2016-08-19 11:40:25,840 DEBUG: View 2 : 0.584924827306 +2016-08-19 11:40:26,115 DEBUG: View 4 : 0.536210418795 +2016-08-19 11:40:26,654 DEBUG: Best view : Clinic_ +2016-08-19 11:40:26,694 DEBUG: Start: Iteration 120 +2016-08-19 11:40:26,990 DEBUG: View 0 : 0.516904761905 +2016-08-19 11:40:27,003 DEBUG: View 1 : 0.644144144144 +2016-08-19 11:40:27,259 DEBUG: View 3 : 0.567620445097 +2016-08-19 11:40:27,360 DEBUG: View 2 : 0.561916154021 +2016-08-19 11:40:27,637 DEBUG: View 4 : 0.519591611479 +2016-08-19 11:40:28,189 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:28,229 DEBUG: Start: Iteration 121 +2016-08-19 11:40:28,515 DEBUG: View 0 : 0.381598062954 +2016-08-19 11:40:28,526 DEBUG: View 1 : 0.734936377246 +2016-08-19 11:40:28,777 DEBUG: View 3 : 0.691296214789 +2016-08-19 11:40:28,880 DEBUG: View 2 : 0.522069317023 +2016-08-19 11:40:29,156 DEBUG: View 4 : 0.520034489755 +2016-08-19 11:40:29,717 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:29,758 DEBUG: Start: Iteration 122 +2016-08-19 11:40:29,988 DEBUG: View 0 : 0.509582256675 +2016-08-19 11:40:30,000 DEBUG: View 1 : 0.805424528302 +2016-08-19 11:40:30,255 DEBUG: View 3 : 0.658506944444 +2016-08-19 11:40:30,356 DEBUG: View 2 : 0.574316109422 +2016-08-19 11:40:30,639 DEBUG: View 4 : 0.57307882382 +2016-08-19 11:40:31,247 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:31,288 DEBUG: Start: Iteration 123 +2016-08-19 11:40:31,573 DEBUG: View 0 : 0.487550328459 +2016-08-19 11:40:31,584 DEBUG: View 1 : 0.587149844375 +2016-08-19 11:40:31,836 DEBUG: View 3 : 0.634623323013 +2016-08-19 11:40:31,937 DEBUG: View 2 : 0.53602484472 +2016-08-19 11:40:32,212 DEBUG: View 4 : 0.552476780186 +2016-08-19 11:40:32,786 DEBUG: Best view : Clinic_ +2016-08-19 11:40:32,827 DEBUG: Start: Iteration 124 +2016-08-19 11:40:33,136 DEBUG: View 0 : 0.489766081871 +2016-08-19 11:40:33,148 DEBUG: View 1 : 0.498666073811 +2016-08-19 11:40:33,401 DEBUG: View 3 : 0.652282964783 +2016-08-19 11:40:33,503 DEBUG: View 2 : 0.526494427558 +2016-08-19 11:40:33,781 DEBUG: View 4 : 0.595914198161 +2016-08-19 11:40:34,332 DEBUG: Best view : Clinic_ +2016-08-19 11:40:34,374 DEBUG: Start: Iteration 125 +2016-08-19 11:40:34,667 DEBUG: View 0 : 0.406888633754 +2016-08-19 11:40:34,678 DEBUG: View 1 : 0.571843434343 +2016-08-19 11:40:34,939 DEBUG: View 3 : 0.545579420579 +2016-08-19 11:40:35,065 DEBUG: View 2 : 0.541198922317 +2016-08-19 11:40:35,342 DEBUG: View 4 : 0.544298519908 +2016-08-19 11:40:35,978 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:36,019 DEBUG: Start: Iteration 126 +2016-08-19 11:40:36,249 DEBUG: View 0 : 0.525265628861 +2016-08-19 11:40:36,262 DEBUG: View 1 : 0.633333333333 +2016-08-19 11:40:36,519 DEBUG: View 3 : 0.572580645161 +2016-08-19 11:40:36,649 DEBUG: View 2 : 0.531940144479 +2016-08-19 11:40:36,919 DEBUG: View 4 : 0.548887462559 +2016-08-19 11:40:37,523 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:37,565 DEBUG: Start: Iteration 127 +2016-08-19 11:40:37,800 DEBUG: View 0 : 0.533232323232 +2016-08-19 11:40:37,811 DEBUG: View 1 : 0.545008354219 +2016-08-19 11:40:38,064 DEBUG: View 3 : 0.594978390615 +2016-08-19 11:40:38,167 DEBUG: View 2 : 0.480139230139 +2016-08-19 11:40:38,446 DEBUG: View 4 : 0.531116794544 +2016-08-19 11:40:39,077 DEBUG: Best view : Clinic_ +2016-08-19 11:40:39,119 DEBUG: Start: Iteration 128 +2016-08-19 11:40:39,409 DEBUG: View 0 : 0.485297297297 +2016-08-19 11:40:39,421 DEBUG: View 1 : 0.445138888889 +2016-08-19 11:40:39,676 DEBUG: View 3 : 0.591096403596 +2016-08-19 11:40:39,782 DEBUG: View 2 : 0.531654530744 +2016-08-19 11:40:40,058 DEBUG: View 4 : 0.504692325968 +2016-08-19 11:40:40,639 DEBUG: Best view : Clinic_ +2016-08-19 11:40:40,682 DEBUG: Start: Iteration 129 +2016-08-19 11:40:40,927 DEBUG: View 0 : 0.558724340176 +2016-08-19 11:40:40,939 DEBUG: View 1 : 0.588502109705 +2016-08-19 11:40:41,198 DEBUG: View 3 : 0.529808890735 +2016-08-19 11:40:41,302 DEBUG: View 2 : 0.450545564761 +2016-08-19 11:40:41,577 DEBUG: View 4 : 0.51404853129 +2016-08-19 11:40:42,195 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:42,237 DEBUG: Start: Iteration 130 +2016-08-19 11:40:42,532 DEBUG: View 0 : 0.746038732394 +2016-08-19 11:40:42,544 DEBUG: View 1 : 0.417583626761 +2016-08-19 11:40:42,801 DEBUG: View 3 : 0.675235743152 +2016-08-19 11:40:42,905 DEBUG: View 2 : 0.547047461369 +2016-08-19 11:40:43,178 DEBUG: View 4 : 0.538125128627 +2016-08-19 11:40:43,760 DEBUG: Best view : Clinic_ +2016-08-19 11:40:43,804 DEBUG: Start: Iteration 131 +2016-08-19 11:40:44,105 DEBUG: View 0 : 0.523365978284 +2016-08-19 11:40:44,116 DEBUG: View 1 : 0.595457650273 +2016-08-19 11:40:44,368 DEBUG: View 3 : 0.660032329764 +2016-08-19 11:40:44,467 DEBUG: View 2 : 0.563757655293 +2016-08-19 11:40:44,743 DEBUG: View 4 : 0.588582677165 +2016-08-19 11:40:45,358 DEBUG: Best view : Clinic_ +2016-08-19 11:40:45,401 DEBUG: Start: Iteration 132 +2016-08-19 11:40:45,655 DEBUG: View 0 : 0.765469379106 +2016-08-19 11:40:45,666 DEBUG: View 1 : 0.562854251012 +2016-08-19 11:40:45,933 DEBUG: View 3 : 0.517567567568 +2016-08-19 11:40:46,038 DEBUG: View 2 : 0.533927454659 +2016-08-19 11:40:46,323 DEBUG: View 4 : 0.52552742616 +2016-08-19 11:40:46,952 DEBUG: Best view : Methyl_ +2016-08-19 11:40:46,995 DEBUG: Start: Iteration 133 +2016-08-19 11:40:47,293 DEBUG: View 0 : 0.593111366246 +2016-08-19 11:40:47,304 DEBUG: View 1 : 0.456989247312 +2016-08-19 11:40:47,559 DEBUG: View 3 : 0.531940144479 +2016-08-19 11:40:47,660 DEBUG: View 2 : 0.598997890295 +2016-08-19 11:40:47,935 DEBUG: View 4 : 0.49742206235 +2016-08-19 11:40:48,511 DEBUG: Best view : RNASeq_ +2016-08-19 11:40:48,554 DEBUG: Start: Iteration 134 +2016-08-19 11:40:48,778 DEBUG: View 0 : 0.532803334362 +2016-08-19 11:40:48,790 DEBUG: View 1 : 0.578840393667 +2016-08-19 11:40:49,045 DEBUG: View 3 : 0.62143867448 +2016-08-19 11:40:49,145 DEBUG: View 2 : 0.545056867892 +2016-08-19 11:40:49,418 DEBUG: View 4 : 0.560606060606 +2016-08-19 11:40:50,082 DEBUG: Best view : Clinic_ +2016-08-19 11:40:50,127 DEBUG: Start: Iteration 135 +2016-08-19 11:40:50,421 DEBUG: View 0 : 0.514756418031 +2016-08-19 11:40:50,433 DEBUG: View 1 : 0.62537055336 +2016-08-19 11:40:50,684 DEBUG: View 3 : 0.531827731092 +2016-08-19 11:40:50,782 DEBUG: View 2 : 0.522080536913 +2016-08-19 11:40:51,064 DEBUG: View 4 : 0.482072128414 +2016-08-19 11:40:51,680 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:51,725 DEBUG: Start: Iteration 136 +2016-08-19 11:40:52,006 DEBUG: View 0 : 0.442780337942 +2016-08-19 11:40:52,017 DEBUG: View 1 : 0.746647704185 +2016-08-19 11:40:52,269 DEBUG: View 3 : 0.611753034547 +2016-08-19 11:40:52,370 DEBUG: View 2 : 0.593068297655 +2016-08-19 11:40:52,645 DEBUG: View 4 : 0.563978494624 +2016-08-19 11:40:53,251 DEBUG: Best view : MiRNA__ +2016-08-19 11:40:53,296 DEBUG: Start: Iteration 137 +2016-08-19 11:40:53,589 DEBUG: View 0 : 0.614269788183 +2016-08-19 11:40:53,602 DEBUG: View 1 : 0.55829015544 +2016-08-19 11:40:53,853 DEBUG: View 3 : 0.440587867417 +2016-08-19 11:40:53,955 DEBUG: View 2 : 0.570625484621 +2016-08-19 11:40:54,228 DEBUG: View 4 : 0.541396103896 +2016-08-19 11:40:54,831 DEBUG: Best view : Methyl_ +2016-08-19 11:40:54,876 DEBUG: Start: Iteration 138 +2016-08-19 11:40:55,104 DEBUG: View 0 : 0.521282973621 +2016-08-19 11:40:55,116 DEBUG: View 1 : 0.549570862676 +2016-08-19 11:40:55,369 DEBUG: View 3 : 0.677828282828 +2016-08-19 11:40:55,468 DEBUG: View 2 : 0.576914098973 +2016-08-19 11:40:55,748 DEBUG: View 4 : 0.562288135593 +2016-08-19 11:40:56,404 DEBUG: Best view : Clinic_ +2016-08-19 11:40:56,450 DEBUG: Start: Iteration 139 +2016-08-19 11:40:56,699 DEBUG: View 0 : 0.585974778459 +2016-08-19 11:40:56,712 DEBUG: View 1 : 0.568841325376 +2016-08-19 11:40:56,964 DEBUG: View 3 : 0.523365978284 +2016-08-19 11:40:57,063 DEBUG: View 2 : 0.550242130751 +2016-08-19 11:40:57,337 DEBUG: View 4 : 0.540262767535 +2016-08-19 11:40:57,974 DEBUG: Best view : Methyl_ +2016-08-19 11:40:58,018 DEBUG: Start: Iteration 140 +2016-08-19 11:40:58,257 DEBUG: View 0 : 0.516575529733 +2016-08-19 11:40:58,270 DEBUG: View 1 : 0.5373488068 +2016-08-19 11:40:58,522 DEBUG: View 3 : 0.671652118373 +2016-08-19 11:40:58,623 DEBUG: View 2 : 0.538083281021 +2016-08-19 11:40:58,910 DEBUG: View 4 : 0.595209217708 +2016-08-19 11:40:59,571 DEBUG: Best view : Clinic_ +2016-08-19 11:40:59,617 DEBUG: Start: Iteration 141 +2016-08-19 11:40:59,844 DEBUG: View 0 : 0.58105872622 +2016-08-19 11:40:59,855 DEBUG: View 1 : 0.714427662957 +2016-08-19 11:41:00,109 DEBUG: View 3 : 0.622760358343 +2016-08-19 11:41:00,214 DEBUG: View 2 : 0.509352517986 +2016-08-19 11:41:00,487 DEBUG: View 4 : 0.475186982009 +2016-08-19 11:41:01,173 DEBUG: Best view : MiRNA__ +2016-08-19 11:41:01,218 DEBUG: Start: Iteration 142 +2016-08-19 11:41:01,509 DEBUG: View 0 : 0.581481096801 +2016-08-19 11:41:01,520 DEBUG: View 1 : 0.392857142857 +2016-08-19 11:41:01,774 DEBUG: View 3 : 0.544283661741 +2016-08-19 11:41:01,879 DEBUG: View 2 : 0.564235055724 +2016-08-19 11:41:02,153 DEBUG: View 4 : 0.583281733746 +2016-08-19 11:41:02,781 DEBUG: Best view : MRNASeq +2016-08-19 11:41:02,828 DEBUG: Start: Iteration 143 +2016-08-19 11:41:03,126 DEBUG: View 0 : 0.547047461369 +2016-08-19 11:41:03,138 DEBUG: View 1 : 0.395010504202 +2016-08-19 11:41:03,396 DEBUG: View 3 : 0.597061803445 +2016-08-19 11:41:03,498 DEBUG: View 2 : 0.623366013072 +2016-08-19 11:41:03,777 DEBUG: View 4 : 0.540262767535 +2016-08-19 11:41:04,401 DEBUG: Best view : RNASeq_ +2016-08-19 11:41:04,447 DEBUG: Start: Iteration 144 +2016-08-19 11:41:04,675 DEBUG: View 0 : 0.583140756303 +2016-08-19 11:41:04,686 DEBUG: View 1 : 0.590852555405 +2016-08-19 11:41:04,942 DEBUG: View 3 : 0.528721682848 +2016-08-19 11:41:05,047 DEBUG: View 2 : 0.568231292517 +2016-08-19 11:41:05,330 DEBUG: View 4 : 0.634564164649 +2016-08-19 11:41:06,002 DEBUG: Best view : MRNASeq +2016-08-19 11:41:06,048 DEBUG: Start: Iteration 145 +2016-08-19 11:41:06,350 DEBUG: View 0 : 0.738044454423 +2016-08-19 11:41:06,360 DEBUG: View 1 : 0.560810810811 +2016-08-19 11:41:06,618 DEBUG: View 3 : 0.486518808437 +2016-08-19 11:41:06,750 DEBUG: View 2 : 0.483482642777 +2016-08-19 11:41:07,024 DEBUG: View 4 : 0.543286867205 +2016-08-19 11:41:07,735 DEBUG: Best view : Methyl_ +2016-08-19 11:41:07,781 DEBUG: Start: Iteration 146 +2016-08-19 11:41:08,022 DEBUG: View 0 : 0.507262569832 +2016-08-19 11:41:08,033 DEBUG: View 1 : 0.563201080183 +2016-08-19 11:41:08,290 DEBUG: View 3 : 0.577264808362 +2016-08-19 11:41:08,395 DEBUG: View 2 : 0.510924369748 +2016-08-19 11:41:08,677 DEBUG: View 4 : 0.537480376766 +2016-08-19 11:41:09,362 DEBUG: Best view : Clinic_ +2016-08-19 11:41:09,408 DEBUG: Start: Iteration 147 +2016-08-19 11:41:09,712 DEBUG: View 0 : 0.421254355401 +2016-08-19 11:41:09,724 DEBUG: View 1 : 0.680267295597 +2016-08-19 11:41:09,977 DEBUG: View 3 : 0.483044501498 +2016-08-19 11:41:10,085 DEBUG: View 2 : 0.572925101215 +2016-08-19 11:41:10,358 DEBUG: View 4 : 0.558909789644 +2016-08-19 11:41:10,976 DEBUG: Best view : MiRNA__ +2016-08-19 11:41:11,023 DEBUG: Start: Iteration 148 +2016-08-19 11:41:11,266 DEBUG: View 0 : 0.474734371139 +2016-08-19 11:41:11,277 DEBUG: View 1 : 0.814432989691 +2016-08-19 11:41:11,531 DEBUG: View 3 : 0.570792383292 +2016-08-19 11:41:11,632 DEBUG: View 2 : 0.469117647059 +2016-08-19 11:41:11,909 DEBUG: View 4 : 0.481888481888 +2016-08-19 11:41:12,606 DEBUG: Best view : MiRNA__ +2016-08-19 11:41:12,654 DEBUG: Start: Iteration 149 +2016-08-19 11:41:12,887 DEBUG: View 0 : 0.618692782627 +2016-08-19 11:41:12,898 DEBUG: View 1 : 0.386585365854 +2016-08-19 11:41:13,151 DEBUG: View 3 : 0.500848032564 +2016-08-19 11:41:13,253 DEBUG: View 2 : 0.553279569892 +2016-08-19 11:41:13,532 DEBUG: View 4 : 0.544908245025 +2016-08-19 11:41:14,248 DEBUG: Best view : Methyl_ +2016-08-19 11:41:14,296 DEBUG: Start: Iteration 150 +2016-08-19 11:41:14,530 DEBUG: View 0 : 0.792971509301 +2016-08-19 11:41:14,540 DEBUG: View 1 : 0.61251435132 +2016-08-19 11:41:14,796 DEBUG: View 3 : 0.562288135593 +2016-08-19 11:41:14,898 DEBUG: View 2 : 0.550314465409 +2016-08-19 11:41:15,177 DEBUG: View 4 : 0.528332145403 +2016-08-19 11:41:15,907 DEBUG: Best view : Methyl_ +2016-08-19 11:41:15,956 DEBUG: Start: Iteration 151 +2016-08-19 11:41:16,245 DEBUG: View 0 : 0.605512067841 +2016-08-19 11:41:16,256 DEBUG: View 1 : 0.568231292517 +2016-08-19 11:41:16,508 DEBUG: View 3 : 0.550445632799 +2016-08-19 11:41:16,611 DEBUG: View 2 : 0.536210418795 +2016-08-19 11:41:16,888 DEBUG: View 4 : 0.560785767235 +2016-08-19 11:41:17,540 DEBUG: Best view : Methyl_ +2016-08-19 11:41:17,588 DEBUG: Start: Iteration 152 +2016-08-19 11:41:17,879 DEBUG: View 0 : 0.477021040975 +2016-08-19 11:41:17,891 DEBUG: View 1 : 0.392419175028 +2016-08-19 11:41:18,151 DEBUG: View 3 : 0.61747311828 +2016-08-19 11:41:18,296 DEBUG: View 2 : 0.550477773162 +2016-08-19 11:41:18,563 DEBUG: View 4 : 0.526150121065 +2016-08-19 11:41:19,281 DEBUG: Best view : Clinic_ +2016-08-19 11:41:19,328 DEBUG: Start: Iteration 153 +2016-08-19 11:41:19,556 DEBUG: View 0 : 0.494744744745 +2016-08-19 11:41:19,570 DEBUG: View 1 : 0.730138169257 +2016-08-19 11:41:19,830 DEBUG: View 3 : 0.527886396378 +2016-08-19 11:41:19,938 DEBUG: View 2 : 0.51697925547 +2016-08-19 11:41:20,212 DEBUG: View 4 : 0.585782780905 +2016-08-19 11:41:20,928 DEBUG: Best view : MRNASeq +2016-08-19 11:41:20,976 DEBUG: Start: Iteration 154 +2016-08-19 11:41:21,231 DEBUG: View 0 : 0.466666666667 +2016-08-19 11:41:21,242 DEBUG: View 1 : 0.571843434343 +2016-08-19 11:41:21,498 DEBUG: View 3 : 0.619928644241 +2016-08-19 11:41:21,600 DEBUG: View 2 : 0.585782780905 +2016-08-19 11:41:21,882 DEBUG: View 4 : 0.459737232465 +2016-08-19 11:41:22,566 DEBUG: Best view : Clinic_ +2016-08-19 11:41:22,615 DEBUG: Start: Iteration 155 +2016-08-19 11:41:22,849 DEBUG: View 0 : 0.494744744745 +2016-08-19 11:41:22,859 DEBUG: View 1 : 0.460806270997 +2016-08-19 11:41:23,113 DEBUG: View 3 : 0.565733446881 +2016-08-19 11:41:23,215 DEBUG: View 2 : 0.564706486043 +2016-08-19 11:41:23,496 DEBUG: View 4 : 0.542279411765 +2016-08-19 11:41:24,219 DEBUG: Best view : Clinic_ +2016-08-19 11:41:24,268 DEBUG: Start: Iteration 156 +2016-08-19 11:41:24,564 DEBUG: View 0 : 0.580680272109 +2016-08-19 11:41:24,575 DEBUG: View 1 : 0.376695526696 +2016-08-19 11:41:24,830 DEBUG: View 3 : 0.620034986623 +2016-08-19 11:41:24,933 DEBUG: View 2 : 0.496442770454 +2016-08-19 11:41:25,211 DEBUG: View 4 : 0.498277841561 +2016-08-19 11:41:25,877 DEBUG: Best view : Clinic_ +2016-08-19 11:41:25,926 DEBUG: Start: Iteration 157 +2016-08-19 11:41:26,156 DEBUG: View 0 : 0.608217332735 +2016-08-19 11:41:26,168 DEBUG: View 1 : 0.808080808081 +2016-08-19 11:41:26,422 DEBUG: View 3 : 0.585809581565 +2016-08-19 11:41:26,523 DEBUG: View 2 : 0.53835978836 +2016-08-19 11:41:26,792 DEBUG: View 4 : 0.565040650407 +2016-08-19 11:41:27,535 DEBUG: Best view : Methyl_ +2016-08-19 11:41:27,583 DEBUG: Start: Iteration 158 +2016-08-19 11:41:27,880 DEBUG: View 0 : 0.41316174932 +2016-08-19 11:41:27,892 DEBUG: View 1 : 0.590642458101 +2016-08-19 11:41:28,162 DEBUG: View 3 : 0.551424222657 +2016-08-19 11:41:28,267 DEBUG: View 2 : 0.476634021716 +2016-08-19 11:41:28,544 DEBUG: View 4 : 0.494040084388 +2016-08-19 11:41:29,298 DEBUG: Best view : MiRNA__ +2016-08-19 11:41:29,350 DEBUG: Start: Iteration 159 +2016-08-19 11:41:29,651 DEBUG: View 0 : 0.575096017789 +2016-08-19 11:41:29,662 DEBUG: View 1 : 0.577277432712 +2016-08-19 11:41:29,915 DEBUG: View 3 : 0.577277432712 +2016-08-19 11:41:30,019 DEBUG: View 2 : 0.545850293985 +2016-08-19 11:41:30,298 DEBUG: View 4 : 0.469567863664 +2016-08-19 11:41:30,975 DEBUG: Best view : RNASeq_ +2016-08-19 11:41:31,026 DEBUG: Start: Iteration 160 +2016-08-19 11:41:31,260 DEBUG: View 0 : 0.469554871221 +2016-08-19 11:41:31,271 DEBUG: View 1 : 0.55829015544 +2016-08-19 11:41:31,530 DEBUG: View 3 : 0.596075268817 +2016-08-19 11:41:31,634 DEBUG: View 2 : 0.568732193732 +2016-08-19 11:41:31,932 DEBUG: View 4 : 0.556566575675 +2016-08-19 11:41:32,689 DEBUG: Best view : Clinic_ +2016-08-19 11:41:32,740 DEBUG: Start: Iteration 161 +2016-08-19 11:41:33,034 DEBUG: View 0 : 0.483095238095 +2016-08-19 11:41:33,047 DEBUG: View 1 : 0.434828349945 +2016-08-19 11:41:33,297 DEBUG: View 3 : 0.676318981201 +2016-08-19 11:41:33,401 DEBUG: View 2 : 0.576899696049 +2016-08-19 11:41:33,677 DEBUG: View 4 : 0.465212387529 +2016-08-19 11:41:34,370 DEBUG: Best view : Clinic_ +2016-08-19 11:41:34,420 DEBUG: Start: Iteration 162 +2016-08-19 11:41:34,707 DEBUG: View 0 : 0.57789269554 +2016-08-19 11:41:34,718 DEBUG: View 1 : 0.781862745098 +2016-08-19 11:41:34,970 DEBUG: View 3 : 0.646149181322 +2016-08-19 11:41:35,073 DEBUG: View 2 : 0.445504926108 +2016-08-19 11:41:35,354 DEBUG: View 4 : 0.586917181179 +2016-08-19 11:41:36,046 DEBUG: Best view : Clinic_ +2016-08-19 11:41:36,097 DEBUG: Start: Iteration 163 +2016-08-19 11:41:36,345 DEBUG: View 0 : 0.451675977654 +2016-08-19 11:41:36,355 DEBUG: View 1 : 0.616632860041 +2016-08-19 11:41:36,613 DEBUG: View 3 : 0.694052006552 +2016-08-19 11:41:36,714 DEBUG: View 2 : 0.546717171717 +2016-08-19 11:41:36,987 DEBUG: View 4 : 0.515413381848 +2016-08-19 11:41:37,720 DEBUG: Best view : Clinic_ +2016-08-19 11:41:37,770 DEBUG: Start: Iteration 164 +2016-08-19 11:41:38,014 DEBUG: View 0 : 0.41316174932 +2016-08-19 11:41:38,025 DEBUG: View 1 : 0.377053669222 +2016-08-19 11:41:38,278 DEBUG: View 3 : 0.556625258799 +2016-08-19 11:41:38,379 DEBUG: View 2 : 0.623304473304 +2016-08-19 11:41:38,654 DEBUG: View 4 : 0.593066801619 +2016-08-19 11:41:39,394 DEBUG: Best view : RNASeq_ +2016-08-19 11:41:39,445 DEBUG: Start: Iteration 165 +2016-08-19 11:41:39,697 DEBUG: View 0 : 0.518859452178 +2016-08-19 11:41:39,709 DEBUG: View 1 : 0.460784313725 +2016-08-19 11:41:39,963 DEBUG: View 3 : 0.548847087379 +2016-08-19 11:41:40,068 DEBUG: View 2 : 0.576530612245 +2016-08-19 11:41:40,346 DEBUG: View 4 : 0.551515151515 +2016-08-19 11:41:41,103 DEBUG: Best view : RNASeq_ +2016-08-19 11:41:41,157 DEBUG: Start: Iteration 166 +2016-08-19 11:41:41,459 DEBUG: View 0 : 0.466666666667 +2016-08-19 11:41:41,471 DEBUG: View 1 : 0.649950592885 +2016-08-19 11:41:41,723 DEBUG: View 3 : 0.533319536424 +2016-08-19 11:41:41,826 DEBUG: View 2 : 0.566819772528 +2016-08-19 11:41:42,101 DEBUG: View 4 : 0.509941164536 +2016-08-19 11:41:42,808 DEBUG: Best view : MiRNA__ +2016-08-19 11:41:42,860 DEBUG: Start: Iteration 167 +2016-08-19 11:41:43,145 DEBUG: View 0 : 0.568066801619 +2016-08-19 11:41:43,156 DEBUG: View 1 : 0.579531902206 +2016-08-19 11:41:43,408 DEBUG: View 3 : 0.635542168675 +2016-08-19 11:41:43,509 DEBUG: View 2 : 0.534072249589 +2016-08-19 11:41:43,782 DEBUG: View 4 : 0.464883670363 +2016-08-19 11:41:44,514 DEBUG: Best view : Clinic_ +2016-08-19 11:41:44,566 DEBUG: Start: Iteration 168 +2016-08-19 11:41:44,818 DEBUG: View 0 : 0.57789269554 +2016-08-19 11:41:44,829 DEBUG: View 1 : 0.593364876761 +2016-08-19 11:41:45,085 DEBUG: View 3 : 0.585750766088 +2016-08-19 11:41:45,195 DEBUG: View 2 : 0.569215086646 +2016-08-19 11:41:45,475 DEBUG: View 4 : 0.55593832021 +2016-08-19 11:41:46,212 DEBUG: Best view : MiRNA__ +2016-08-19 11:41:46,263 DEBUG: Start: Iteration 169 +2016-08-19 11:41:46,492 DEBUG: View 0 : 0.503344481605 +2016-08-19 11:41:46,505 DEBUG: View 1 : 0.562230215827 +2016-08-19 11:41:46,767 DEBUG: View 3 : 0.520430672269 +2016-08-19 11:41:46,870 DEBUG: View 2 : 0.567510548523 +2016-08-19 11:41:47,142 DEBUG: View 4 : 0.548493408663 +2016-08-19 11:41:47,917 DEBUG: Best view : RNASeq_ +2016-08-19 11:41:47,970 DEBUG: Start: Iteration 170 +2016-08-19 11:41:48,198 DEBUG: View 0 : 0.428345011678 +2016-08-19 11:41:48,211 DEBUG: View 1 : 0.546942800789 +2016-08-19 11:41:48,463 DEBUG: View 3 : 0.58898046398 +2016-08-19 11:41:48,562 DEBUG: View 2 : 0.496208674553 +2016-08-19 11:41:48,839 DEBUG: View 4 : 0.600756756757 +2016-08-19 11:41:49,628 DEBUG: Best view : MRNASeq +2016-08-19 11:41:49,679 DEBUG: Start: Iteration 171 +2016-08-19 11:41:49,925 DEBUG: View 0 : 0.483544303797 +2016-08-19 11:41:49,935 DEBUG: View 1 : 0.656997971602 +2016-08-19 11:41:50,188 DEBUG: View 3 : 0.538306451613 +2016-08-19 11:41:50,292 DEBUG: View 2 : 0.582002457002 +2016-08-19 11:41:50,572 DEBUG: View 4 : 0.571890230981 +2016-08-19 11:41:51,346 DEBUG: Best view : MiRNA__ +2016-08-19 11:41:51,401 DEBUG: Start: Iteration 172 +2016-08-19 11:41:51,694 DEBUG: View 0 : 0.466454002881 +2016-08-19 11:41:51,706 DEBUG: View 1 : 0.507110778443 +2016-08-19 11:41:51,961 DEBUG: View 3 : 0.560785767235 +2016-08-19 11:41:52,065 DEBUG: View 2 : 0.501783893986 +2016-08-19 11:41:52,339 DEBUG: View 4 : 0.524227234754 +2016-08-19 11:41:53,088 DEBUG: Best view : Clinic_ +2016-08-19 11:41:53,142 DEBUG: Start: Iteration 173 +2016-08-19 11:41:53,427 DEBUG: View 0 : 0.456655092593 +2016-08-19 11:41:53,438 DEBUG: View 1 : 0.376777694611 +2016-08-19 11:41:53,697 DEBUG: View 3 : 0.596536572758 +2016-08-19 11:41:53,808 DEBUG: View 2 : 0.554669585157 +2016-08-19 11:41:54,087 DEBUG: View 4 : 0.587209302326 +2016-08-19 11:41:54,834 DEBUG: Best view : MRNASeq +2016-08-19 11:41:54,889 DEBUG: Start: Iteration 174 +2016-08-19 11:41:55,183 DEBUG: View 0 : 0.486724297623 +2016-08-19 11:41:55,195 DEBUG: View 1 : 0.575107526882 +2016-08-19 11:41:55,469 DEBUG: View 3 : 0.500848032564 +2016-08-19 11:41:55,582 DEBUG: View 2 : 0.545850293985 +2016-08-19 11:41:55,864 DEBUG: View 4 : 0.605818540434 +2016-08-19 11:41:56,656 DEBUG: Best view : MRNASeq +2016-08-19 11:41:56,712 DEBUG: Start: Iteration 175 +2016-08-19 11:41:56,969 DEBUG: View 0 : 0.640621178772 +2016-08-19 11:41:56,981 DEBUG: View 1 : 0.757528324389 +2016-08-19 11:41:57,234 DEBUG: View 3 : 0.564285714286 +2016-08-19 11:41:57,334 DEBUG: View 2 : 0.586745526236 +2016-08-19 11:41:57,615 DEBUG: View 4 : 0.547714604236 +2016-08-19 11:41:58,395 DEBUG: Best view : MiRNA__ +2016-08-19 11:41:58,450 DEBUG: Start: Iteration 176 +2016-08-19 11:41:58,696 DEBUG: View 0 : 0.574316109422 +2016-08-19 11:41:58,707 DEBUG: View 1 : 0.561475409836 +2016-08-19 11:41:58,963 DEBUG: View 3 : 0.659944581281 +2016-08-19 11:41:59,066 DEBUG: View 2 : 0.568841325376 +2016-08-19 11:41:59,345 DEBUG: View 4 : 0.544072948328 +2016-08-19 11:42:00,188 DEBUG: Best view : Clinic_ +2016-08-19 11:42:00,246 DEBUG: Start: Iteration 177 +2016-08-19 11:42:00,568 DEBUG: View 0 : 0.478717026379 +2016-08-19 11:42:00,581 DEBUG: View 1 : 0.809644670051 +2016-08-19 11:42:00,835 DEBUG: View 3 : 0.518149284254 +2016-08-19 11:42:00,937 DEBUG: View 2 : 0.538083281021 +2016-08-19 11:42:01,210 DEBUG: View 4 : 0.569018404908 +2016-08-19 11:42:01,964 DEBUG: Best view : MRNASeq +2016-08-19 11:42:02,020 DEBUG: Start: Iteration 178 +2016-08-19 11:42:02,253 DEBUG: View 0 : 0.490533691115 +2016-08-19 11:42:02,263 DEBUG: View 1 : 0.663358147229 +2016-08-19 11:42:02,517 DEBUG: View 3 : 0.640621178772 +2016-08-19 11:42:02,619 DEBUG: View 2 : 0.595921622237 +2016-08-19 11:42:02,901 DEBUG: View 4 : 0.579357798165 +2016-08-19 11:42:03,745 DEBUG: Best view : Clinic_ +2016-08-19 11:42:03,804 DEBUG: Start: Iteration 179 +2016-08-19 11:42:04,076 DEBUG: View 0 : 0.577264808362 +2016-08-19 11:42:04,087 DEBUG: View 1 : 0.817708333333 +2016-08-19 11:42:04,362 DEBUG: View 3 : 0.550618786772 +2016-08-19 11:42:04,467 DEBUG: View 2 : 0.485393258427 +2016-08-19 11:42:04,758 DEBUG: View 4 : 0.530448717949 +2016-08-19 11:42:05,504 DEBUG: Best view : MiRNA__ +2016-08-19 11:42:05,560 DEBUG: Start: Iteration 180 +2016-08-19 11:42:05,796 DEBUG: View 0 : 0.504699818072 +2016-08-19 11:42:05,808 DEBUG: View 1 : 0.543115942029 +2016-08-19 11:42:06,061 DEBUG: View 3 : 0.516545954046 +2016-08-19 11:42:06,163 DEBUG: View 2 : 0.598279352227 +2016-08-19 11:42:06,438 DEBUG: View 4 : 0.585152617748 +2016-08-19 11:42:07,253 DEBUG: Best view : RNASeq_ +2016-08-19 11:42:07,308 DEBUG: Start: Iteration 181 +2016-08-19 11:42:07,595 DEBUG: View 0 : 0.526259650549 +2016-08-19 11:42:07,608 DEBUG: View 1 : 0.811224489796 +2016-08-19 11:42:07,860 DEBUG: View 3 : 0.538196125908 +2016-08-19 11:42:07,964 DEBUG: View 2 : 0.482736974262 +2016-08-19 11:42:08,233 DEBUG: View 4 : 0.555141579732 +2016-08-19 11:42:08,986 DEBUG: Best view : MiRNA__ +2016-08-19 11:42:09,042 DEBUG: Start: Iteration 182 +2016-08-19 11:42:09,284 DEBUG: View 0 : 0.585809581565 +2016-08-19 11:42:09,295 DEBUG: View 1 : 0.729200404858 +2016-08-19 11:42:09,548 DEBUG: View 3 : 0.557014767932 +2016-08-19 11:42:09,647 DEBUG: View 2 : 0.565301120448 +2016-08-19 11:42:09,932 DEBUG: View 4 : 0.609796254373 +2016-08-19 11:42:10,740 DEBUG: Best view : MiRNA__ +2016-08-19 11:42:10,795 DEBUG: Start: Iteration 183 +2016-08-19 11:42:11,059 DEBUG: View 0 : 0.61843575419 +2016-08-19 11:42:11,069 DEBUG: View 1 : 0.564698867024 +2016-08-19 11:42:11,331 DEBUG: View 3 : 0.616924476797 +2016-08-19 11:42:11,434 DEBUG: View 2 : 0.524278748476 +2016-08-19 11:42:11,719 DEBUG: View 4 : 0.530965851687 +2016-08-19 11:42:12,499 DEBUG: Best view : Clinic_ +2016-08-19 11:42:12,554 DEBUG: Start: Iteration 184 +2016-08-19 11:42:12,836 DEBUG: View 0 : 0.525265957447 +2016-08-19 11:42:12,848 DEBUG: View 1 : 0.433309630232 +2016-08-19 11:42:13,101 DEBUG: View 3 : 0.632060333761 +2016-08-19 11:42:13,199 DEBUG: View 2 : 0.539081081081 +2016-08-19 11:42:13,476 DEBUG: View 4 : 0.514606741573 +2016-08-19 11:42:14,257 DEBUG: Best view : Clinic_ +2016-08-19 11:42:14,313 DEBUG: Start: Iteration 185 +2016-08-19 11:42:14,612 DEBUG: View 0 : 0.600756756757 +2016-08-19 11:42:14,622 DEBUG: View 1 : 0.539909015715 +2016-08-19 11:42:14,876 DEBUG: View 3 : 0.571905339806 +2016-08-19 11:42:14,978 DEBUG: View 2 : 0.499847839318 +2016-08-19 11:42:15,248 DEBUG: View 4 : 0.536199654065 +2016-08-19 11:42:16,007 DEBUG: Best view : Methyl_ +2016-08-19 11:42:16,063 DEBUG: Start: Iteration 186 +2016-08-19 11:42:16,293 DEBUG: View 0 : 0.52552742616 +2016-08-19 11:42:16,303 DEBUG: View 1 : 0.652937788018 +2016-08-19 11:42:16,557 DEBUG: View 3 : 0.453343465046 +2016-08-19 11:42:16,657 DEBUG: View 2 : 0.579612042837 +2016-08-19 11:42:16,936 DEBUG: View 4 : 0.477007840644 +2016-08-19 11:42:17,781 DEBUG: Best view : MiRNA__ +2016-08-19 11:42:17,839 DEBUG: Start: Iteration 187 +2016-08-19 11:42:18,092 DEBUG: View 0 : 0.604500891266 +2016-08-19 11:42:18,105 DEBUG: View 1 : 0.664814814815 +2016-08-19 11:42:18,361 DEBUG: View 3 : 0.571467869718 +2016-08-19 11:42:18,463 DEBUG: View 2 : 0.502429149798 +2016-08-19 11:42:18,740 DEBUG: View 4 : 0.547047461369 +2016-08-19 11:42:19,564 DEBUG: Best view : Clinic_ +2016-08-19 11:42:19,623 DEBUG: Start: Iteration 188 +2016-08-19 11:42:19,913 DEBUG: View 0 : 0.516904761905 +2016-08-19 11:42:19,924 DEBUG: View 1 : 0.44406167979 +2016-08-19 11:42:20,176 DEBUG: View 3 : 0.518849206349 +2016-08-19 11:42:20,278 DEBUG: View 2 : 0.577701224847 +2016-08-19 11:42:20,553 DEBUG: View 4 : 0.55868848599 +2016-08-19 11:42:21,363 DEBUG: Best view : RNASeq_ +2016-08-19 11:42:21,422 DEBUG: Start: Iteration 189 +2016-08-19 11:42:21,653 DEBUG: View 0 : 0.459528688525 +2016-08-19 11:42:21,664 DEBUG: View 1 : 0.824884792627 +2016-08-19 11:42:21,931 DEBUG: View 3 : 0.599104599105 +2016-08-19 11:42:22,035 DEBUG: View 2 : 0.536622073579 +2016-08-19 11:42:22,319 DEBUG: View 4 : 0.580977043673 +2016-08-19 11:42:23,177 DEBUG: Best view : MiRNA__ +2016-08-19 11:42:23,236 DEBUG: Start: Iteration 190 +2016-08-19 11:42:23,536 DEBUG: View 0 : 0.640796703297 +2016-08-19 11:42:23,545 DEBUG: View 1 : 0.448556511057 +2016-08-19 11:42:23,809 DEBUG: View 3 : 0.566246253746 +2016-08-19 11:42:23,916 DEBUG: View 2 : 0.573434343434 +2016-08-19 11:42:24,203 DEBUG: View 4 : 0.473561151079 +2016-08-19 11:42:25,088 DEBUG: Best view : Methyl_ +2016-08-19 11:42:25,146 DEBUG: Start: Iteration 191 +2016-08-19 11:42:25,440 DEBUG: View 0 : 0.431544359255 +2016-08-19 11:42:25,451 DEBUG: View 1 : 0.566690369768 +2016-08-19 11:42:25,709 DEBUG: View 3 : 0.553333333333 +2016-08-19 11:42:25,816 DEBUG: View 2 : 0.576530612245 +2016-08-19 11:42:26,098 DEBUG: View 4 : 0.589667049369 +2016-08-19 11:42:26,884 DEBUG: Best view : MRNASeq +2016-08-19 11:42:26,944 DEBUG: Start: Iteration 192 +2016-08-19 11:42:27,180 DEBUG: View 0 : 0.76835443038 +2016-08-19 11:42:27,193 DEBUG: View 1 : 0.607351712615 +2016-08-19 11:42:27,453 DEBUG: View 3 : 0.538125128627 +2016-08-19 11:42:27,563 DEBUG: View 2 : 0.589547357405 +2016-08-19 11:42:27,856 DEBUG: View 4 : 0.547925101215 +2016-08-19 11:42:28,702 DEBUG: Best view : Methyl_ +2016-08-19 11:42:28,762 DEBUG: Start: Iteration 193 +2016-08-19 11:42:29,072 DEBUG: View 0 : 0.595866181524 +2016-08-19 11:42:29,082 DEBUG: View 1 : 0.693055555556 +2016-08-19 11:42:29,343 DEBUG: View 3 : 0.572580645161 +2016-08-19 11:42:29,449 DEBUG: View 2 : 0.54060665362 +2016-08-19 11:42:29,734 DEBUG: View 4 : 0.502814258912 +2016-08-19 11:42:30,631 DEBUG: Best view : MiRNA__ +2016-08-19 11:42:30,690 DEBUG: Start: Iteration 194 +2016-08-19 11:42:31,008 DEBUG: View 0 : 0.634659090909 +2016-08-19 11:42:31,020 DEBUG: View 1 : 0.607351712615 +2016-08-19 11:42:31,301 DEBUG: View 3 : 0.646149181322 +2016-08-19 11:42:31,410 DEBUG: View 2 : 0.545143884892 +2016-08-19 11:42:31,729 DEBUG: View 4 : 0.535105657805 +2016-08-19 11:42:32,602 DEBUG: Best view : Clinic_ +2016-08-19 11:42:32,665 DEBUG: Start: Iteration 195 +2016-08-19 11:42:32,971 DEBUG: View 0 : 0.402986590817 +2016-08-19 11:42:32,981 DEBUG: View 1 : 0.34875228241 +2016-08-19 11:42:33,253 DEBUG: View 3 : 0.638864042934 +2016-08-19 11:42:33,368 DEBUG: View 2 : 0.455922865014 +2016-08-19 11:42:33,650 DEBUG: View 4 : 0.543057763646 +2016-08-19 11:42:34,525 DEBUG: Best view : Clinic_ +2016-08-19 11:42:34,582 DEBUG: Start: Iteration 196 +2016-08-19 11:42:34,883 DEBUG: View 0 : 0.53399189463 +2016-08-19 11:42:34,890 DEBUG: View 1 : 0.624961407842 +2016-08-19 11:42:35,156 DEBUG: View 3 : 0.527886396378 +2016-08-19 11:42:35,295 DEBUG: View 2 : 0.556625258799 +2016-08-19 11:42:35,541 DEBUG: View 4 : 0.469117647059 +2016-08-19 11:42:36,513 DEBUG: Best view : MiRNA__ +2016-08-19 11:42:36,577 DEBUG: Start: Iteration 197 +2016-08-19 11:42:36,893 DEBUG: View 0 : 0.587976190476 +2016-08-19 11:42:36,907 DEBUG: View 1 : 0.62943989071 +2016-08-19 11:42:37,184 DEBUG: View 3 : 0.635542168675 +2016-08-19 11:42:37,307 DEBUG: View 2 : 0.527619047619 +2016-08-19 11:42:37,582 DEBUG: View 4 : 0.621723996724 +2016-08-19 11:42:38,490 DEBUG: Best view : MRNASeq +2016-08-19 11:42:38,551 DEBUG: Start: Iteration 198 +2016-08-19 11:42:38,794 DEBUG: View 0 : 0.532803334362 +2016-08-19 11:42:38,807 DEBUG: View 1 : 0.561475409836 +2016-08-19 11:42:39,074 DEBUG: View 3 : 0.515413381848 +2016-08-19 11:42:39,191 DEBUG: View 2 : 0.542712550607 +2016-08-19 11:42:39,486 DEBUG: View 4 : 0.55772972973 +2016-08-19 11:42:40,357 DEBUG: Best view : MRNASeq +2016-08-19 11:42:40,427 DEBUG: Start: Iteration 199 +2016-08-19 11:42:40,730 DEBUG: View 0 : 0.55829015544 +2016-08-19 11:42:40,742 DEBUG: View 1 : 0.689136125654 +2016-08-19 11:42:41,006 DEBUG: View 3 : 0.531827731092 +2016-08-19 11:42:41,120 DEBUG: View 2 : 0.552757427757 +2016-08-19 11:42:41,408 DEBUG: View 4 : 0.496464646465 +2016-08-19 11:42:42,334 DEBUG: Best view : MiRNA__ +2016-08-19 11:42:42,395 DEBUG: Start: Iteration 200 +2016-08-19 11:42:42,634 DEBUG: View 0 : 0.390047961631 +2016-08-19 11:42:42,647 DEBUG: View 1 : 0.466002214839 +2016-08-19 11:42:42,909 DEBUG: View 3 : 0.509701492537 +2016-08-19 11:42:43,016 DEBUG: View 2 : 0.54632505176 +2016-08-19 11:42:43,293 DEBUG: View 4 : 0.579080057625 +2016-08-19 11:42:44,198 DEBUG: Best view : MRNASeq +2016-08-19 11:42:44,259 DEBUG: Start: Iteration 201 +2016-08-19 11:42:44,493 DEBUG: View 0 : 0.584586466165 +2016-08-19 11:42:44,505 DEBUG: View 1 : 0.585371880405 +2016-08-19 11:42:44,776 DEBUG: View 3 : 0.55041973792 +2016-08-19 11:42:44,906 DEBUG: View 2 : 0.542208462332 +2016-08-19 11:42:45,198 DEBUG: View 4 : 0.561916154021 +2016-08-19 11:42:46,149 DEBUG: Best view : Methyl_ +2016-08-19 11:42:46,216 DEBUG: Start: Iteration 202 +2016-08-19 11:42:46,516 DEBUG: View 0 : 0.568066801619 +2016-08-19 11:42:46,526 DEBUG: View 1 : 0.433181357649 +2016-08-19 11:42:46,788 DEBUG: View 3 : 0.568486486486 +2016-08-19 11:42:46,902 DEBUG: View 2 : 0.499058693245 +2016-08-19 11:42:47,187 DEBUG: View 4 : 0.53459972863 +2016-08-19 11:42:48,092 DEBUG: Best view : Clinic_ +2016-08-19 11:42:48,152 DEBUG: Start: Iteration 203 +2016-08-19 11:42:48,453 DEBUG: View 0 : 0.579035194175 +2016-08-19 11:42:48,470 DEBUG: View 1 : 0.543115942029 +2016-08-19 11:42:48,725 DEBUG: View 3 : 0.525752314815 +2016-08-19 11:42:48,827 DEBUG: View 2 : 0.601090700344 +2016-08-19 11:42:49,101 DEBUG: View 4 : 0.550580997949 +2016-08-19 11:42:49,937 DEBUG: Best view : RNASeq_ +2016-08-19 11:42:50,000 DEBUG: Start: Iteration 204 +2016-08-19 11:42:50,232 DEBUG: View 0 : 0.601759530792 +2016-08-19 11:42:50,245 DEBUG: View 1 : 0.561475409836 +2016-08-19 11:42:50,511 DEBUG: View 3 : 0.522570850202 +2016-08-19 11:42:50,610 DEBUG: View 2 : 0.574817147501 +2016-08-19 11:42:50,902 DEBUG: View 4 : 0.57619047619 +2016-08-19 11:42:51,789 DEBUG: Best view : Methyl_ +2016-08-19 11:42:51,850 DEBUG: Start: Iteration 205 +2016-08-19 11:42:52,101 DEBUG: View 0 : 0.527673153379 +2016-08-19 11:42:52,111 DEBUG: View 1 : 0.588231236203 +2016-08-19 11:42:52,371 DEBUG: View 3 : 0.593830939487 +2016-08-19 11:42:52,478 DEBUG: View 2 : 0.550242130751 +2016-08-19 11:42:52,758 DEBUG: View 4 : 0.588502109705 +2016-08-19 11:42:53,650 DEBUG: Best view : Clinic_ +2016-08-19 11:42:53,713 DEBUG: Start: Iteration 206 +2016-08-19 11:42:53,966 DEBUG: View 0 : 0.530116959064 +2016-08-19 11:42:53,980 DEBUG: View 1 : 0.594344344344 +2016-08-19 11:42:54,246 DEBUG: View 3 : 0.581668163449 +2016-08-19 11:42:54,384 DEBUG: View 2 : 0.507236227824 +2016-08-19 11:42:54,653 DEBUG: View 4 : 0.582604663487 +2016-08-19 11:42:55,547 DEBUG: Best view : MRNASeq +2016-08-19 11:42:55,612 DEBUG: Start: Iteration 207 +2016-08-19 11:42:55,938 DEBUG: View 0 : 0.599227799228 +2016-08-19 11:42:55,948 DEBUG: View 1 : 0.655548817465 +2016-08-19 11:42:56,218 DEBUG: View 3 : 0.578386605784 +2016-08-19 11:42:56,334 DEBUG: View 2 : 0.534154040404 +2016-08-19 11:42:56,630 DEBUG: View 4 : 0.55710085934 +2016-08-19 11:42:57,557 DEBUG: Best view : MiRNA__ +2016-08-19 11:42:57,623 DEBUG: Start: Iteration 208 +2016-08-19 11:42:57,931 DEBUG: View 0 : 0.522978959025 +2016-08-19 11:42:57,944 DEBUG: View 1 : 0.811224489796 +2016-08-19 11:42:58,213 DEBUG: View 3 : 0.592030744337 +2016-08-19 11:42:58,330 DEBUG: View 2 : 0.537480376766 +2016-08-19 11:42:58,617 DEBUG: View 4 : 0.504063388866 +2016-08-19 11:42:59,596 DEBUG: Best view : Clinic_ +2016-08-19 11:42:59,662 DEBUG: Start: Iteration 209 +2016-08-19 11:42:59,992 DEBUG: View 0 : 0.754216216216 +2016-08-19 11:42:59,997 DEBUG: View 1 : 0.623304473304 +2016-08-19 11:43:00,274 DEBUG: View 3 : 0.605552134647 +2016-08-19 11:43:00,392 DEBUG: View 2 : 0.48115942029 +2016-08-19 11:43:00,687 DEBUG: View 4 : 0.576914098973 +2016-08-19 11:43:01,648 DEBUG: Best view : Methyl_ +2016-08-19 11:43:01,718 DEBUG: Start: Iteration 210 +2016-08-19 11:43:01,974 DEBUG: View 0 : 0.493214285714 +2016-08-19 11:43:01,985 DEBUG: View 1 : 0.828031437126 +2016-08-19 11:43:02,256 DEBUG: View 3 : 0.555453656151 +2016-08-19 11:43:02,377 DEBUG: View 2 : 0.525752314815 +2016-08-19 11:43:02,668 DEBUG: View 4 : 0.570402637156 +2016-08-19 11:43:03,594 DEBUG: Best view : MiRNA__ +2016-08-19 11:43:03,660 DEBUG: Start: Iteration 211 +2016-08-19 11:43:03,962 DEBUG: View 0 : 0.634564164649 +2016-08-19 11:43:03,974 DEBUG: View 1 : 0.640215716487 +2016-08-19 11:43:04,241 DEBUG: View 3 : 0.489139220044 +2016-08-19 11:43:04,359 DEBUG: View 2 : 0.533213429257 +2016-08-19 11:43:04,662 DEBUG: View 4 : 0.581481096801 +2016-08-19 11:43:05,593 DEBUG: Best view : Methyl_ +2016-08-19 11:43:05,660 DEBUG: Start: Iteration 212 +2016-08-19 11:43:05,906 DEBUG: View 0 : 0.474734371139 +2016-08-19 11:43:05,917 DEBUG: View 1 : 0.690476190476 +2016-08-19 11:43:06,186 DEBUG: View 3 : 0.507987382987 +2016-08-19 11:43:06,302 DEBUG: View 2 : 0.603517694427 +2016-08-19 11:43:06,593 DEBUG: View 4 : 0.524278748476 +2016-08-19 11:43:07,494 DEBUG: Best view : MiRNA__ +2016-08-19 11:43:07,561 DEBUG: Start: Iteration 213 +2016-08-19 11:43:07,868 DEBUG: View 0 : 0.603001277139 +2016-08-19 11:43:07,880 DEBUG: View 1 : 0.762865497076 +2016-08-19 11:43:08,146 DEBUG: View 3 : 0.543282828283 +2016-08-19 11:43:08,262 DEBUG: View 2 : 0.550477773162 +2016-08-19 11:43:08,566 DEBUG: View 4 : 0.541198922317 +2016-08-19 11:43:09,510 DEBUG: Best view : Methyl_ +2016-08-19 11:43:09,577 DEBUG: Start: Iteration 214 +2016-08-19 11:43:09,827 DEBUG: View 0 : 0.486035049288 +2016-08-19 11:43:09,836 DEBUG: View 1 : 0.692795698925 +2016-08-19 11:43:10,105 DEBUG: View 3 : 0.588527077498 +2016-08-19 11:43:10,222 DEBUG: View 2 : 0.582604663487 +2016-08-19 11:43:10,514 DEBUG: View 4 : 0.527619047619 +2016-08-19 11:43:11,417 DEBUG: Best view : MiRNA__ +2016-08-19 11:43:11,483 DEBUG: Start: Iteration 215 +2016-08-19 11:43:11,753 DEBUG: View 0 : 0.597013409183 +2016-08-19 11:43:11,766 DEBUG: View 1 : 0.708416389812 +2016-08-19 11:43:12,033 DEBUG: View 3 : 0.477021040975 +2016-08-19 11:43:12,153 DEBUG: View 2 : 0.544549712582 +2016-08-19 11:43:12,452 DEBUG: View 4 : 0.585877862595 +2016-08-19 11:43:13,335 DEBUG: Best view : MiRNA__ +2016-08-19 11:43:13,408 DEBUG: Start: Iteration 216 +2016-08-19 11:43:13,683 DEBUG: View 0 : 0.645570906136 +2016-08-19 11:43:13,694 DEBUG: View 1 : 0.714102564103 +2016-08-19 11:43:13,961 DEBUG: View 3 : 0.603211009174 +2016-08-19 11:43:14,079 DEBUG: View 2 : 0.565039417829 +2016-08-19 11:43:14,367 DEBUG: View 4 : 0.525776397516 +2016-08-19 11:43:15,263 DEBUG: Best view : MiRNA__ +2016-08-19 11:43:15,333 DEBUG: Start: Iteration 217 +2016-08-19 11:43:15,656 DEBUG: View 0 : 0.511295822677 +2016-08-19 11:43:15,667 DEBUG: View 1 : 0.809644670051 +2016-08-19 11:43:15,940 DEBUG: View 3 : 0.544283661741 +2016-08-19 11:43:16,058 DEBUG: View 2 : 0.505175983437 +2016-08-19 11:43:16,352 DEBUG: View 4 : 0.541156462585 +2016-08-19 11:43:17,295 DEBUG: Best view : MRNASeq +2016-08-19 11:43:17,363 DEBUG: Start: Iteration 218 +2016-08-19 11:43:17,676 DEBUG: View 0 : 0.613353686115 +2016-08-19 11:43:17,687 DEBUG: View 1 : 0.692335115865 +2016-08-19 11:43:17,958 DEBUG: View 3 : 0.582995951417 +2016-08-19 11:43:18,111 DEBUG: View 2 : 0.510483870968 +2016-08-19 11:43:18,404 DEBUG: View 4 : 0.570501115845 +2016-08-19 11:43:19,321 DEBUG: Best view : MiRNA__ +2016-08-19 11:43:19,391 DEBUG: Start: Iteration 219 +2016-08-19 11:43:19,720 DEBUG: View 0 : 0.622151563328 +2016-08-19 11:43:19,731 DEBUG: View 1 : 0.615217391304 +2016-08-19 11:43:20,006 DEBUG: View 3 : 0.578006329114 +2016-08-19 11:43:20,146 DEBUG: View 2 : 0.564706486043 +2016-08-19 11:43:20,432 DEBUG: View 4 : 0.535260183659 +2016-08-19 11:43:21,374 DEBUG: Best view : Methyl_ +2016-08-19 11:43:21,446 DEBUG: Start: Iteration 220 +2016-08-19 11:43:21,763 DEBUG: View 0 : 0.465927750411 +2016-08-19 11:43:21,775 DEBUG: View 1 : 0.543115942029 +2016-08-19 11:43:22,041 DEBUG: View 3 : 0.468657718121 +2016-08-19 11:43:22,157 DEBUG: View 2 : 0.549570862676 +2016-08-19 11:43:22,443 DEBUG: View 4 : 0.5102454859 +2016-08-19 11:43:23,418 DEBUG: Best view : RNASeq_ +2016-08-19 11:43:23,487 DEBUG: Start: Iteration 221 +2016-08-19 11:43:23,734 DEBUG: View 0 : 0.388486486486 +2016-08-19 11:43:23,748 DEBUG: View 1 : 0.591096403596 +2016-08-19 11:43:24,014 DEBUG: View 3 : 0.55868848599 +2016-08-19 11:43:24,132 DEBUG: View 2 : 0.600140056022 +2016-08-19 11:43:24,425 DEBUG: View 4 : 0.510483870968 +2016-08-19 11:43:25,349 DEBUG: Best view : RNASeq_ +2016-08-19 11:43:25,418 DEBUG: Start: Iteration 222 +2016-08-19 11:43:25,682 DEBUG: View 0 : 0.780224345658 +2016-08-19 11:43:25,694 DEBUG: View 1 : 0.455845771144 +2016-08-19 11:43:25,967 DEBUG: View 3 : 0.56233974359 +2016-08-19 11:43:26,117 DEBUG: View 2 : 0.504692325968 +2016-08-19 11:43:26,398 DEBUG: View 4 : 0.532548794489 +2016-08-19 11:43:27,390 DEBUG: Best view : Methyl_ +2016-08-19 11:43:27,458 DEBUG: Start: Iteration 223 +2016-08-19 11:43:27,776 DEBUG: View 0 : 0.577046783626 +2016-08-19 11:43:27,787 DEBUG: View 1 : 0.55829015544 +2016-08-19 11:43:28,059 DEBUG: View 3 : 0.500117730162 +2016-08-19 11:43:28,212 DEBUG: View 2 : 0.585129310345 +2016-08-19 11:43:28,499 DEBUG: View 4 : 0.539463601533 +2016-08-19 11:43:29,471 DEBUG: Best view : RNASeq_ +2016-08-19 11:43:29,540 DEBUG: Start: Iteration 224 +2016-08-19 11:43:29,859 DEBUG: View 0 : 0.516455696203 +2016-08-19 11:43:29,870 DEBUG: View 1 : 0.799730036942 +2016-08-19 11:43:30,136 DEBUG: View 3 : 0.60210312076 +2016-08-19 11:43:30,254 DEBUG: View 2 : 0.52778340081 +2016-08-19 11:43:30,542 DEBUG: View 4 : 0.54632505176 +2016-08-19 11:43:31,547 DEBUG: Best view : MiRNA__ +2016-08-19 11:43:31,616 DEBUG: Start: Iteration 225 +2016-08-19 11:43:31,947 DEBUG: View 0 : 0.538455121788 +2016-08-19 11:43:31,958 DEBUG: View 1 : 0.808080808081 +2016-08-19 11:43:32,227 DEBUG: View 3 : 0.624947478992 +2016-08-19 11:43:32,346 DEBUG: View 2 : 0.533957845433 +2016-08-19 11:43:32,636 DEBUG: View 4 : 0.529789084584 +2016-08-19 11:43:33,627 DEBUG: Best view : Clinic_ +2016-08-19 11:43:33,696 DEBUG: Start: Iteration 226 +2016-08-19 11:43:34,022 DEBUG: View 0 : 0.567569036747 +2016-08-19 11:43:34,033 DEBUG: View 1 : 0.680125725338 +2016-08-19 11:43:34,301 DEBUG: View 3 : 0.525459459459 +2016-08-19 11:43:34,414 DEBUG: View 2 : 0.54492621791 +2016-08-19 11:43:34,702 DEBUG: View 4 : 0.541018387553 +2016-08-19 11:43:35,691 DEBUG: Best view : MiRNA__ +2016-08-19 11:43:35,760 DEBUG: Start: Iteration 227 +2016-08-19 11:43:36,088 DEBUG: View 0 : 0.521282973621 +2016-08-19 11:43:36,099 DEBUG: View 1 : 0.600896393579 +2016-08-19 11:43:36,368 DEBUG: View 3 : 0.570792383292 +2016-08-19 11:43:36,484 DEBUG: View 2 : 0.609228734229 +2016-08-19 11:43:36,775 DEBUG: View 4 : 0.51697925547 +2016-08-19 11:43:37,746 DEBUG: Best view : RNASeq_ +2016-08-19 11:43:37,819 DEBUG: Start: Iteration 228 +2016-08-19 11:43:38,064 DEBUG: View 0 : 0.527493169399 +2016-08-19 11:43:38,078 DEBUG: View 1 : 0.685207700101 +2016-08-19 11:43:38,344 DEBUG: View 3 : 0.635918367347 +2016-08-19 11:43:38,454 DEBUG: View 2 : 0.462552742616 +2016-08-19 11:43:38,756 DEBUG: View 4 : 0.558909789644 +2016-08-19 11:43:39,720 DEBUG: Best view : MiRNA__ +2016-08-19 11:43:39,790 DEBUG: Start: Iteration 229 +2016-08-19 11:43:40,050 DEBUG: View 0 : 0.573707664884 +2016-08-19 11:43:40,061 DEBUG: View 1 : 0.470454545455 +2016-08-19 11:43:40,329 DEBUG: View 3 : 0.664122914123 +2016-08-19 11:43:40,438 DEBUG: View 2 : 0.494619711421 +2016-08-19 11:43:40,724 DEBUG: View 4 : 0.481888481888 +2016-08-19 11:43:41,685 DEBUG: Best view : Clinic_ +2016-08-19 11:43:41,756 DEBUG: Start: Iteration 230 +2016-08-19 11:43:41,994 DEBUG: View 0 : 0.482612179487 +2016-08-19 11:43:42,007 DEBUG: View 1 : 0.460784313725 +2016-08-19 11:43:42,271 DEBUG: View 3 : 0.624031007752 +2016-08-19 11:43:42,385 DEBUG: View 2 : 0.49482834507 +2016-08-19 11:43:42,669 DEBUG: View 4 : 0.575587334014 +2016-08-19 11:43:43,680 DEBUG: Best view : Clinic_ +2016-08-19 11:43:43,751 DEBUG: Start: Iteration 231 +2016-08-19 11:43:44,061 DEBUG: View 0 : 0.578840393667 +2016-08-19 11:43:44,073 DEBUG: View 1 : 0.455845771144 +2016-08-19 11:43:44,337 DEBUG: View 3 : 0.559506971105 +2016-08-19 11:43:44,449 DEBUG: View 2 : 0.602044025157 +2016-08-19 11:43:44,734 DEBUG: View 4 : 0.545583181726 +2016-08-19 11:43:45,828 DEBUG: Best view : RNASeq_ +2016-08-19 11:43:45,900 DEBUG: Start: Iteration 232 +2016-08-19 11:43:46,220 DEBUG: View 0 : 0.594978390615 +2016-08-19 11:43:46,231 DEBUG: View 1 : 0.492531446541 +2016-08-19 11:43:46,498 DEBUG: View 3 : 0.553333333333 +2016-08-19 11:43:46,616 DEBUG: View 2 : 0.536216216216 +2016-08-19 11:43:46,904 DEBUG: View 4 : 0.519191005428 +2016-08-19 11:43:47,927 DEBUG: Best view : Clinic_ +2016-08-19 11:43:47,998 DEBUG: Start: Iteration 233 +2016-08-19 11:43:48,308 DEBUG: View 0 : 0.470650636492 +2016-08-19 11:43:48,321 DEBUG: View 1 : 0.730138169257 +2016-08-19 11:43:48,592 DEBUG: View 3 : 0.470330237358 +2016-08-19 11:43:48,710 DEBUG: View 2 : 0.475186982009 +2016-08-19 11:43:48,997 DEBUG: View 4 : 0.539245841877 +2016-08-19 11:43:50,014 DEBUG: Best view : MiRNA__ +2016-08-19 11:43:50,087 DEBUG: Start: Iteration 234 +2016-08-19 11:43:50,363 DEBUG: View 0 : 0.529349363508 +2016-08-19 11:43:50,373 DEBUG: View 1 : 0.689296187683 +2016-08-19 11:43:50,643 DEBUG: View 3 : 0.628416347382 +2016-08-19 11:43:50,760 DEBUG: View 2 : 0.608350202429 +2016-08-19 11:43:51,049 DEBUG: View 4 : 0.566690369768 +2016-08-19 11:43:52,016 DEBUG: Best view : MiRNA__ +2016-08-19 11:43:52,089 DEBUG: Start: Iteration 235 +2016-08-19 11:43:52,359 DEBUG: View 0 : 0.523365978284 +2016-08-19 11:43:52,370 DEBUG: View 1 : 0.680125725338 +2016-08-19 11:43:52,635 DEBUG: View 3 : 0.59696969697 +2016-08-19 11:43:52,753 DEBUG: View 2 : 0.59013391923 +2016-08-19 11:43:53,049 DEBUG: View 4 : 0.554495073892 +2016-08-19 11:43:54,013 DEBUG: Best view : Clinic_ +2016-08-19 11:43:54,085 DEBUG: Start: Iteration 236 +2016-08-19 11:43:54,408 DEBUG: View 0 : 0.479270729271 +2016-08-19 11:43:54,419 DEBUG: View 1 : 0.496655965757 +2016-08-19 11:43:54,701 DEBUG: View 3 : 0.546656534954 +2016-08-19 11:43:54,816 DEBUG: View 2 : 0.554154002026 +2016-08-19 11:43:55,106 DEBUG: View 4 : 0.526387625114 +2016-08-19 11:43:56,113 DEBUG: Best view : MRNASeq +2016-08-19 11:43:56,186 DEBUG: Start: Iteration 237 +2016-08-19 11:43:56,507 DEBUG: View 0 : 0.516904761905 +2016-08-19 11:43:56,518 DEBUG: View 1 : 0.55890052356 +2016-08-19 11:43:56,804 DEBUG: View 3 : 0.51697925547 +2016-08-19 11:43:56,920 DEBUG: View 2 : 0.58657059315 +2016-08-19 11:43:57,217 DEBUG: View 4 : 0.611267458828 +2016-08-19 11:43:58,226 DEBUG: Best view : RNASeq_ +2016-08-19 11:43:58,303 DEBUG: Start: Iteration 238 +2016-08-19 11:43:58,582 DEBUG: View 0 : 0.396621896622 +2016-08-19 11:43:58,593 DEBUG: View 1 : 0.424892473118 +2016-08-19 11:43:58,860 DEBUG: View 3 : 0.568231292517 +2016-08-19 11:43:58,978 DEBUG: View 2 : 0.543282828283 +2016-08-19 11:43:59,272 DEBUG: View 4 : 0.582416373239 +2016-08-19 11:44:00,258 DEBUG: Best view : Clinic_ +2016-08-19 11:44:00,331 DEBUG: Start: Iteration 239 +2016-08-19 11:44:00,652 DEBUG: View 0 : 0.469232596816 +2016-08-19 11:44:00,663 DEBUG: View 1 : 0.711257309942 +2016-08-19 11:44:00,931 DEBUG: View 3 : 0.573434343434 +2016-08-19 11:44:01,049 DEBUG: View 2 : 0.551779935275 +2016-08-19 11:44:01,348 DEBUG: View 4 : 0.486032642812 +2016-08-19 11:44:02,371 DEBUG: Best view : MiRNA__ +2016-08-19 11:44:02,444 DEBUG: Start: Iteration 240 +2016-08-19 11:44:02,763 DEBUG: View 0 : 0.516904761905 +2016-08-19 11:44:02,776 DEBUG: View 1 : 0.557692307692 +2016-08-19 11:44:03,041 DEBUG: View 3 : 0.607332061878 +2016-08-19 11:44:03,161 DEBUG: View 2 : 0.543282828283 +2016-08-19 11:44:03,450 DEBUG: View 4 : 0.492251950948 +2016-08-19 11:44:04,483 DEBUG: Best view : Clinic_ +2016-08-19 11:44:04,557 DEBUG: Start: Iteration 241 +2016-08-19 11:44:04,805 DEBUG: View 0 : 0.55868848599 +2016-08-19 11:44:04,817 DEBUG: View 1 : 0.64649122807 +2016-08-19 11:44:05,114 DEBUG: View 3 : 0.543057763646 +2016-08-19 11:44:05,248 DEBUG: View 2 : 0.579035194175 +2016-08-19 11:44:05,538 DEBUG: View 4 : 0.606524911403 +2016-08-19 11:44:06,643 DEBUG: Best view : MRNASeq +2016-08-19 11:44:06,720 DEBUG: Start: Iteration 242 +2016-08-19 11:44:06,970 DEBUG: View 0 : 0.295381231672 +2016-08-19 11:44:06,981 DEBUG: View 1 : 0.594344344344 +2016-08-19 11:44:07,250 DEBUG: View 3 : 0.649979793898 +2016-08-19 11:44:07,367 DEBUG: View 2 : 0.538083281021 +2016-08-19 11:44:07,673 DEBUG: View 4 : 0.523293963255 +2016-08-19 11:44:08,713 DEBUG: Best view : Clinic_ +2016-08-19 11:44:08,788 DEBUG: Start: Iteration 243 +2016-08-19 11:44:09,107 DEBUG: View 0 : 0.594364937388 +2016-08-19 11:44:09,120 DEBUG: View 1 : 0.571843434343 +2016-08-19 11:44:09,387 DEBUG: View 3 : 0.58683825068 +2016-08-19 11:44:09,505 DEBUG: View 2 : 0.496251266464 +2016-08-19 11:44:09,800 DEBUG: View 4 : 0.509027777778 +2016-08-19 11:44:10,842 DEBUG: Best view : Methyl_ +2016-08-19 11:44:10,918 DEBUG: Start: Iteration 244 +2016-08-19 11:44:11,231 DEBUG: View 0 : 0.583897485493 +2016-08-19 11:44:11,243 DEBUG: View 1 : 0.598279352227 +2016-08-19 11:44:11,520 DEBUG: View 3 : 0.496442770454 +2016-08-19 11:44:11,637 DEBUG: View 2 : 0.594588744589 +2016-08-19 11:44:11,942 DEBUG: View 4 : 0.556537282942 +2016-08-19 11:44:12,985 DEBUG: Best view : RNASeq_ +2016-08-19 11:44:13,060 DEBUG: Start: Iteration 245 +2016-08-19 11:44:13,370 DEBUG: View 0 : 0.498666073811 +2016-08-19 11:44:13,382 DEBUG: View 1 : 0.703064516129 +2016-08-19 11:44:13,649 DEBUG: View 3 : 0.658351152293 +2016-08-19 11:44:13,769 DEBUG: View 2 : 0.54060665362 +2016-08-19 11:44:14,057 DEBUG: View 4 : 0.531940144479 +2016-08-19 11:44:15,125 DEBUG: Best view : MiRNA__ +2016-08-19 11:44:15,199 DEBUG: Start: Iteration 246 +2016-08-19 11:44:15,515 DEBUG: View 0 : 0.515819964349 +2016-08-19 11:44:15,526 DEBUG: View 1 : 0.637644787645 +2016-08-19 11:44:15,796 DEBUG: View 3 : 0.583876929767 +2016-08-19 11:44:15,912 DEBUG: View 2 : 0.574708127526 +2016-08-19 11:44:16,222 DEBUG: View 4 : 0.614060182242 +2016-08-19 11:44:17,263 DEBUG: Best view : MRNASeq +2016-08-19 11:44:17,340 DEBUG: Start: Iteration 247 +2016-08-19 11:44:17,653 DEBUG: View 0 : 0.478346901854 +2016-08-19 11:44:17,663 DEBUG: View 1 : 0.548163013276 +2016-08-19 11:44:17,931 DEBUG: View 3 : 0.525724637681 +2016-08-19 11:44:18,052 DEBUG: View 2 : 0.585974778459 +2016-08-19 11:44:18,338 DEBUG: View 4 : 0.558909789644 +2016-08-19 11:44:19,419 DEBUG: Best view : RNASeq_ +2016-08-19 11:44:19,495 DEBUG: Start: Iteration 248 +2016-08-19 11:44:19,743 DEBUG: View 0 : 0.589664578703 +2016-08-19 11:44:19,756 DEBUG: View 1 : 0.595457650273 +2016-08-19 11:44:20,023 DEBUG: View 3 : 0.500848032564 +2016-08-19 11:44:20,139 DEBUG: View 2 : 0.525724637681 +2016-08-19 11:44:20,448 DEBUG: View 4 : 0.597047597665 +2016-08-19 11:44:21,466 DEBUG: Best view : MRNASeq +2016-08-19 11:44:21,541 DEBUG: Start: Iteration 249 +2016-08-19 11:44:21,865 DEBUG: View 0 : 0.604500891266 +2016-08-19 11:44:21,876 DEBUG: View 1 : 0.744217687075 +2016-08-19 11:44:22,145 DEBUG: View 3 : 0.673679361179 +2016-08-19 11:44:22,265 DEBUG: View 2 : 0.494619711421 +2016-08-19 11:44:22,550 DEBUG: View 4 : 0.656862745098 +2016-08-19 11:44:23,652 DEBUG: Best view : MiRNA__ +2016-08-19 11:44:23,727 DEBUG: Start: Iteration 250 +2016-08-19 11:44:24,047 DEBUG: View 0 : 0.509674447174 +2016-08-19 11:44:24,058 DEBUG: View 1 : 0.391782667265 +2016-08-19 11:44:24,334 DEBUG: View 3 : 0.584924827306 +2016-08-19 11:44:24,471 DEBUG: View 2 : 0.598426150121 +2016-08-19 11:44:24,765 DEBUG: View 4 : 0.55868848599 +2016-08-19 11:44:25,806 DEBUG: Best view : RNASeq_ +2016-08-19 11:44:25,882 DEBUG: Start: Iteration 251 +2016-08-19 11:44:26,203 DEBUG: View 0 : 0.521282973621 +2016-08-19 11:44:26,216 DEBUG: View 1 : 0.811224489796 +2016-08-19 11:44:26,485 DEBUG: View 3 : 0.66197257384 +2016-08-19 11:44:26,600 DEBUG: View 2 : 0.521591828479 +2016-08-19 11:44:26,912 DEBUG: View 4 : 0.562241791694 +2016-08-19 11:44:27,986 DEBUG: Best view : Clinic_ +2016-08-19 11:44:28,067 DEBUG: Start: Iteration 252 +2016-08-19 11:44:28,389 DEBUG: View 0 : 0.516904761905 +2016-08-19 11:44:28,401 DEBUG: View 1 : 0.834767206478 +2016-08-19 11:44:28,678 DEBUG: View 3 : 0.597424242424 +2016-08-19 11:44:28,848 DEBUG: View 2 : 0.591096403596 +2016-08-19 11:44:29,143 DEBUG: View 4 : 0.571146655588 +2016-08-19 11:44:30,323 DEBUG: Best view : MiRNA__ +2016-08-19 11:44:30,436 DEBUG: Start: Iteration 253 +2016-08-19 11:44:30,744 DEBUG: View 0 : 0.487550328459 +2016-08-19 11:44:30,755 DEBUG: View 1 : 0.41090210356 +2016-08-19 11:44:31,034 DEBUG: View 3 : 0.585750766088 +2016-08-19 11:44:31,191 DEBUG: View 2 : 0.649455782313 +2016-08-19 11:44:31,477 DEBUG: View 4 : 0.525469981807 +2016-08-19 11:44:32,574 DEBUG: Best view : RNASeq_ +2016-08-19 11:44:32,650 DEBUG: Start: Iteration 254 +2016-08-19 11:44:32,972 DEBUG: View 0 : 0.577225672878 +2016-08-19 11:44:32,983 DEBUG: View 1 : 0.543115942029 +2016-08-19 11:44:33,251 DEBUG: View 3 : 0.622380952381 +2016-08-19 11:44:33,368 DEBUG: View 2 : 0.496561986864 +2016-08-19 11:44:33,669 DEBUG: View 4 : 0.527886396378 +2016-08-19 11:44:34,756 DEBUG: Best view : Clinic_ +2016-08-19 11:44:34,835 DEBUG: Start: Iteration 255 +2016-08-19 11:44:35,152 DEBUG: View 0 : 0.553218390805 +2016-08-19 11:44:35,164 DEBUG: View 1 : 0.623222305389 +2016-08-19 11:44:35,445 DEBUG: View 3 : 0.560407790627 +2016-08-19 11:44:35,565 DEBUG: View 2 : 0.516151970744 +2016-08-19 11:44:35,874 DEBUG: View 4 : 0.547714604236 +2016-08-19 11:44:36,968 DEBUG: Best view : MiRNA__ +2016-08-19 11:44:37,046 DEBUG: Start: Iteration 256 +2016-08-19 11:44:37,367 DEBUG: View 0 : 0.809644670051 +2016-08-19 11:44:37,380 DEBUG: View 1 : 0.68712698086 +2016-08-19 11:44:37,648 DEBUG: View 3 : 0.61847826087 +2016-08-19 11:44:37,767 DEBUG: View 2 : 0.562288135593 +2016-08-19 11:44:38,058 DEBUG: View 4 : 0.527673153379 +2016-08-19 11:44:39,158 DEBUG: Best view : MiRNA__ +2016-08-19 11:44:39,237 DEBUG: Start: Iteration 257 +2016-08-19 11:44:39,558 DEBUG: View 0 : 0.518859452178 +2016-08-19 11:44:39,570 DEBUG: View 1 : 0.632011605416 +2016-08-19 11:44:39,843 DEBUG: View 3 : 0.643292020004 +2016-08-19 11:44:39,965 DEBUG: View 2 : 0.527673855634 +2016-08-19 11:44:40,253 DEBUG: View 4 : 0.510483870968 +2016-08-19 11:44:41,378 DEBUG: Best view : Clinic_ +2016-08-19 11:44:41,458 DEBUG: Start: Iteration 258 +2016-08-19 11:44:41,779 DEBUG: View 0 : 0.471701063164 +2016-08-19 11:44:41,792 DEBUG: View 1 : 0.580230880231 +2016-08-19 11:44:42,066 DEBUG: View 3 : 0.698606271777 +2016-08-19 11:44:42,188 DEBUG: View 2 : 0.4796875 +2016-08-19 11:44:42,480 DEBUG: View 4 : 0.511403508772 +2016-08-19 11:44:43,585 DEBUG: Best view : Clinic_ +2016-08-19 11:44:43,664 DEBUG: Start: Iteration 259 +2016-08-19 11:44:43,981 DEBUG: View 0 : 0.597424242424 +2016-08-19 11:44:43,994 DEBUG: View 1 : 0.594230769231 +2016-08-19 11:44:44,267 DEBUG: View 3 : 0.629415011038 +2016-08-19 11:44:44,392 DEBUG: View 2 : 0.536199654065 +2016-08-19 11:44:44,696 DEBUG: View 4 : 0.519860769861 +2016-08-19 11:44:45,799 DEBUG: Best view : Clinic_ +2016-08-19 11:44:45,878 DEBUG: Start: Iteration 260 +2016-08-19 11:44:46,206 DEBUG: View 0 : 0.37186716792 +2016-08-19 11:44:46,217 DEBUG: View 1 : 0.702870189172 +2016-08-19 11:44:46,486 DEBUG: View 3 : 0.558453025665 +2016-08-19 11:44:46,611 DEBUG: View 2 : 0.571175995151 +2016-08-19 11:44:46,896 DEBUG: View 4 : 0.579243243243 +2016-08-19 11:44:48,022 DEBUG: Best view : MiRNA__ +2016-08-19 11:44:48,100 DEBUG: Start: Iteration 261 +2016-08-19 11:44:48,415 DEBUG: View 0 : 0.559930313589 +2016-08-19 11:44:48,428 DEBUG: View 1 : 0.680125725338 +2016-08-19 11:44:48,700 DEBUG: View 3 : 0.51503164557 +2016-08-19 11:44:48,821 DEBUG: View 2 : 0.586380145278 +2016-08-19 11:44:49,115 DEBUG: View 4 : 0.558689302665 +2016-08-19 11:44:50,241 DEBUG: Best view : RNASeq_ +2016-08-19 11:44:50,320 DEBUG: Start: Iteration 262 +2016-08-19 11:44:50,637 DEBUG: View 0 : 0.583897485493 +2016-08-19 11:44:50,650 DEBUG: View 1 : 0.498666073811 +2016-08-19 11:44:50,917 DEBUG: View 3 : 0.585782780905 +2016-08-19 11:44:51,036 DEBUG: View 2 : 0.525459459459 +2016-08-19 11:44:51,328 DEBUG: View 4 : 0.552476780186 +2016-08-19 11:44:52,420 DEBUG: Best view : Clinic_ +2016-08-19 11:44:52,496 DEBUG: Start: Iteration 263 +2016-08-19 11:44:52,801 DEBUG: View 0 : 0.609201344017 +2016-08-19 11:44:52,812 DEBUG: View 1 : 0.443262411348 +2016-08-19 11:44:53,066 DEBUG: View 3 : 0.535032796661 +2016-08-19 11:44:53,168 DEBUG: View 2 : 0.617517875383 +2016-08-19 11:44:53,448 DEBUG: View 4 : 0.544283661741 +2016-08-19 11:44:54,478 DEBUG: Best view : RNASeq_ +2016-08-19 11:44:54,553 DEBUG: Start: Iteration 264 +2016-08-19 11:44:54,806 DEBUG: View 0 : 0.558300671892 +2016-08-19 11:44:54,820 DEBUG: View 1 : 0.809644670051 +2016-08-19 11:44:55,076 DEBUG: View 3 : 0.500848032564 +2016-08-19 11:44:55,181 DEBUG: View 2 : 0.589667049369 +2016-08-19 11:44:55,457 DEBUG: View 4 : 0.58099219621 +2016-08-19 11:44:56,543 DEBUG: Best view : RNASeq_ +2016-08-19 11:44:56,621 DEBUG: Start: Iteration 265 +2016-08-19 11:44:56,919 DEBUG: View 0 : 0.413269088213 +2016-08-19 11:44:56,929 DEBUG: View 1 : 0.714102564103 +2016-08-19 11:44:57,183 DEBUG: View 3 : 0.637386018237 +2016-08-19 11:44:57,285 DEBUG: View 2 : 0.576899696049 +2016-08-19 11:44:57,566 DEBUG: View 4 : 0.574503311258 +2016-08-19 11:44:58,620 DEBUG: Best view : MiRNA__ +2016-08-19 11:44:58,696 DEBUG: Start: Iteration 266 +2016-08-19 11:44:58,928 DEBUG: View 0 : 0.518859452178 +2016-08-19 11:44:58,940 DEBUG: View 1 : 0.663358147229 +2016-08-19 11:44:59,198 DEBUG: View 3 : 0.576530612245 +2016-08-19 11:44:59,307 DEBUG: View 2 : 0.518859452178 +2016-08-19 11:44:59,588 DEBUG: View 4 : 0.622760358343 +2016-08-19 11:45:00,734 DEBUG: Best view : MRNASeq +2016-08-19 11:45:00,813 DEBUG: Start: Iteration 267 +2016-08-19 11:45:01,118 DEBUG: View 0 : 0.506786500367 +2016-08-19 11:45:01,129 DEBUG: View 1 : 0.55829015544 +2016-08-19 11:45:01,382 DEBUG: View 3 : 0.474734371139 +2016-08-19 11:45:01,487 DEBUG: View 2 : 0.483901515152 +2016-08-19 11:45:01,770 DEBUG: View 4 : 0.61181630547 +2016-08-19 11:45:02,820 DEBUG: Best view : MRNASeq +2016-08-19 11:45:02,899 DEBUG: Start: Iteration 268 +2016-08-19 11:45:03,136 DEBUG: View 0 : 0.579612042837 +2016-08-19 11:45:03,147 DEBUG: View 1 : 0.472366148532 +2016-08-19 11:45:03,404 DEBUG: View 3 : 0.613502238502 +2016-08-19 11:45:03,506 DEBUG: View 2 : 0.51306853262 +2016-08-19 11:45:03,783 DEBUG: View 4 : 0.563538392456 +2016-08-19 11:45:04,915 DEBUG: Best view : Clinic_ +2016-08-19 11:45:04,993 DEBUG: Start: Iteration 269 +2016-08-19 11:45:05,284 DEBUG: View 0 : 0.586745526236 +2016-08-19 11:45:05,296 DEBUG: View 1 : 0.428664921466 +2016-08-19 11:45:05,552 DEBUG: View 3 : 0.58099219621 +2016-08-19 11:45:05,658 DEBUG: View 2 : 0.62435500516 +2016-08-19 11:45:05,931 DEBUG: View 4 : 0.512774111135 +2016-08-19 11:45:07,006 DEBUG: Best view : RNASeq_ +2016-08-19 11:45:07,083 DEBUG: Start: Iteration 270 +2016-08-19 11:45:07,386 DEBUG: View 0 : 0.498557692308 +2016-08-19 11:45:07,397 DEBUG: View 1 : 0.663422131148 +2016-08-19 11:45:07,652 DEBUG: View 3 : 0.663888888889 +2016-08-19 11:45:07,755 DEBUG: View 2 : 0.569875776398 +2016-08-19 11:45:08,033 DEBUG: View 4 : 0.544298519908 +2016-08-19 11:45:09,135 DEBUG: Best view : Clinic_ +2016-08-19 11:45:09,213 DEBUG: Start: Iteration 271 +2016-08-19 11:45:09,502 DEBUG: View 0 : 0.481028484453 +2016-08-19 11:45:09,514 DEBUG: View 1 : 0.590642458101 +2016-08-19 11:45:09,768 DEBUG: View 3 : 0.556582689963 +2016-08-19 11:45:09,872 DEBUG: View 2 : 0.558608058608 +2016-08-19 11:45:10,151 DEBUG: View 4 : 0.551424222657 +2016-08-19 11:45:11,229 DEBUG: Best view : MiRNA__ +2016-08-19 11:45:11,308 DEBUG: Start: Iteration 272 +2016-08-19 11:45:11,554 DEBUG: View 0 : 0.472396650968 +2016-08-19 11:45:11,566 DEBUG: View 1 : 0.588502109705 +2016-08-19 11:45:11,830 DEBUG: View 3 : 0.573634453782 +2016-08-19 11:45:11,959 DEBUG: View 2 : 0.546972972973 +2016-08-19 11:45:12,233 DEBUG: View 4 : 0.470286133529 +2016-08-19 11:45:13,331 DEBUG: Best view : Clinic_ +2016-08-19 11:45:13,410 DEBUG: Start: Iteration 273 +2016-08-19 11:45:13,639 DEBUG: View 0 : 0.40472027972 +2016-08-19 11:45:13,654 DEBUG: View 1 : 0.689136125654 +2016-08-19 11:45:13,935 DEBUG: View 3 : 0.546717171717 +2016-08-19 11:45:14,037 DEBUG: View 2 : 0.573013415893 +2016-08-19 11:45:14,335 DEBUG: View 4 : 0.584586466165 +2016-08-19 11:45:15,426 DEBUG: Best view : MRNASeq +2016-08-19 11:45:15,505 DEBUG: Start: Iteration 274 +2016-08-19 11:45:15,729 DEBUG: View 0 : 0.55675146771 +2016-08-19 11:45:15,740 DEBUG: View 1 : 0.462441314554 +2016-08-19 11:45:15,991 DEBUG: View 3 : 0.573013415893 +2016-08-19 11:45:16,094 DEBUG: View 2 : 0.530127814973 +2016-08-19 11:45:16,368 DEBUG: View 4 : 0.581011351909 +2016-08-19 11:45:17,522 DEBUG: Best view : Clinic_ +2016-08-19 11:45:17,601 DEBUG: Start: Iteration 275 +2016-08-19 11:45:17,890 DEBUG: View 0 : 0.421159606333 +2016-08-19 11:45:17,901 DEBUG: View 1 : 0.530116959064 +2016-08-19 11:45:18,151 DEBUG: View 3 : 0.614640324215 +2016-08-19 11:45:18,251 DEBUG: View 2 : 0.505720122574 +2016-08-19 11:45:18,527 DEBUG: View 4 : 0.513649425287 +2016-08-19 11:45:19,654 DEBUG: Best view : Clinic_ +2016-08-19 11:45:19,732 DEBUG: Start: Iteration 276 +2016-08-19 11:45:19,971 DEBUG: View 0 : 0.612751390672 +2016-08-19 11:45:19,983 DEBUG: View 1 : 0.609278350515 +2016-08-19 11:45:20,239 DEBUG: View 3 : 0.565733446881 +2016-08-19 11:45:20,343 DEBUG: View 2 : 0.569899665552 +2016-08-19 11:45:20,620 DEBUG: View 4 : 0.511446886447 +2016-08-19 11:45:21,795 DEBUG: Best view : Methyl_ +2016-08-19 11:45:21,875 DEBUG: Start: Iteration 277 +2016-08-19 11:45:22,169 DEBUG: View 0 : 0.58105872622 +2016-08-19 11:45:22,182 DEBUG: View 1 : 0.459899749373 +2016-08-19 11:45:22,443 DEBUG: View 3 : 0.545850293985 +2016-08-19 11:45:22,548 DEBUG: View 2 : 0.569004796163 +2016-08-19 11:45:22,825 DEBUG: View 4 : 0.539463601533 +2016-08-19 11:45:23,919 DEBUG: Best view : RNASeq_ +2016-08-19 11:45:24,000 DEBUG: Start: Iteration 278 +2016-08-19 11:45:24,227 DEBUG: View 0 : 0.560160427807 +2016-08-19 11:45:24,239 DEBUG: View 1 : 0.417097608274 +2016-08-19 11:45:24,495 DEBUG: View 3 : 0.569004796163 +2016-08-19 11:45:24,596 DEBUG: View 2 : 0.526756066411 +2016-08-19 11:45:24,879 DEBUG: View 4 : 0.565423901941 +2016-08-19 11:45:26,055 DEBUG: Best view : Clinic_ +2016-08-19 11:45:26,135 DEBUG: Start: Iteration 279 +2016-08-19 11:45:26,384 DEBUG: View 0 : 0.577264808362 +2016-08-19 11:45:26,395 DEBUG: View 1 : 0.592857142857 +2016-08-19 11:45:26,651 DEBUG: View 3 : 0.584406565657 +2016-08-19 11:45:26,752 DEBUG: View 2 : 0.51133818589 +2016-08-19 11:45:27,025 DEBUG: View 4 : 0.564709467696 +2016-08-19 11:45:28,194 DEBUG: Best view : Clinic_ +2016-08-19 11:45:28,274 DEBUG: Start: Iteration 280 +2016-08-19 11:45:28,526 DEBUG: View 0 : 0.494744744745 +2016-08-19 11:45:28,539 DEBUG: View 1 : 0.609270787016 +2016-08-19 11:45:28,795 DEBUG: View 3 : 0.52972027972 +2016-08-19 11:45:28,897 DEBUG: View 2 : 0.54849271065 +2016-08-19 11:45:29,182 DEBUG: View 4 : 0.479768153981 +2016-08-19 11:45:30,326 DEBUG: Best view : MiRNA__ +2016-08-19 11:45:30,406 DEBUG: Start: Iteration 281 +2016-08-19 11:45:30,708 DEBUG: View 0 : 0.459931972789 +2016-08-19 11:45:30,722 DEBUG: View 1 : 0.707604445359 +2016-08-19 11:45:30,975 DEBUG: View 3 : 0.582432718796 +2016-08-19 11:45:31,076 DEBUG: View 2 : 0.513649425287 +2016-08-19 11:45:31,355 DEBUG: View 4 : 0.585371880405 +2016-08-19 11:45:32,452 DEBUG: Best view : MiRNA__ +2016-08-19 11:45:32,532 DEBUG: Start: Iteration 282 +2016-08-19 11:45:32,758 DEBUG: View 0 : 0.533232323232 +2016-08-19 11:45:32,770 DEBUG: View 1 : 0.48115942029 +2016-08-19 11:45:33,038 DEBUG: View 3 : 0.471338383838 +2016-08-19 11:45:33,171 DEBUG: View 2 : 0.557991202346 +2016-08-19 11:45:33,450 DEBUG: View 4 : 0.542580645161 +2016-08-19 11:45:34,603 DEBUG: Best view : RNASeq_ +2016-08-19 11:45:34,685 DEBUG: Start: Iteration 283 +2016-08-19 11:45:34,981 DEBUG: View 0 : 0.581011351909 +2016-08-19 11:45:34,993 DEBUG: View 1 : 0.808080808081 +2016-08-19 11:45:35,246 DEBUG: View 3 : 0.589318789874 +2016-08-19 11:45:35,346 DEBUG: View 2 : 0.558608058608 +2016-08-19 11:45:35,620 DEBUG: View 4 : 0.539245841877 +2016-08-19 11:45:36,742 DEBUG: Best view : Clinic_ +2016-08-19 11:45:36,823 DEBUG: Start: Iteration 284 +2016-08-19 11:45:37,080 DEBUG: View 0 : 0.496208674553 +2016-08-19 11:45:37,093 DEBUG: View 1 : 0.701759802408 +2016-08-19 11:45:37,347 DEBUG: View 3 : 0.578243398393 +2016-08-19 11:45:37,454 DEBUG: View 2 : 0.499488124488 +2016-08-19 11:45:37,732 DEBUG: View 4 : 0.57632531403 +2016-08-19 11:45:38,908 DEBUG: Best view : MiRNA__ +2016-08-19 11:45:38,993 DEBUG: Start: Iteration 285 +2016-08-19 11:45:39,230 DEBUG: View 0 : 0.502083976536 +2016-08-19 11:45:39,242 DEBUG: View 1 : 0.524770173647 +2016-08-19 11:45:39,492 DEBUG: View 3 : 0.628726708075 +2016-08-19 11:45:39,596 DEBUG: View 2 : 0.576864147089 +2016-08-19 11:45:39,871 DEBUG: View 4 : 0.533957845433 +2016-08-19 11:45:41,083 DEBUG: Best view : Clinic_ +2016-08-19 11:45:41,167 DEBUG: Start: Iteration 286 +2016-08-19 11:45:41,471 DEBUG: View 0 : 0.566690369768 +2016-08-19 11:45:41,481 DEBUG: View 1 : 0.702870189172 +2016-08-19 11:45:41,732 DEBUG: View 3 : 0.622891423141 +2016-08-19 11:45:41,834 DEBUG: View 2 : 0.50205811138 +2016-08-19 11:45:42,115 DEBUG: View 4 : 0.602044025157 +2016-08-19 11:45:43,256 DEBUG: Best view : MiRNA__ +2016-08-19 11:45:43,338 DEBUG: Start: Iteration 287 +2016-08-19 11:45:43,639 DEBUG: View 0 : 0.420321637427 +2016-08-19 11:45:43,650 DEBUG: View 1 : 0.663358147229 +2016-08-19 11:45:43,903 DEBUG: View 3 : 0.610954174513 +2016-08-19 11:45:44,006 DEBUG: View 2 : 0.624602670057 +2016-08-19 11:45:44,286 DEBUG: View 4 : 0.578243398393 +2016-08-19 11:45:45,421 DEBUG: Best view : RNASeq_ +2016-08-19 11:45:45,504 DEBUG: Start: Iteration 288 +2016-08-19 11:45:45,760 DEBUG: View 0 : 0.61248442044 +2016-08-19 11:45:45,772 DEBUG: View 1 : 0.733275261324 +2016-08-19 11:45:46,024 DEBUG: View 3 : 0.583281733746 +2016-08-19 11:45:46,126 DEBUG: View 2 : 0.471764346764 +2016-08-19 11:45:46,402 DEBUG: View 4 : 0.508358817533 +2016-08-19 11:45:47,578 DEBUG: Best view : MiRNA__ +2016-08-19 11:45:47,660 DEBUG: Start: Iteration 289 +2016-08-19 11:45:47,965 DEBUG: View 0 : 0.412388250319 +2016-08-19 11:45:47,976 DEBUG: View 1 : 0.409452188799 +2016-08-19 11:45:48,233 DEBUG: View 3 : 0.610345581802 +2016-08-19 11:45:48,342 DEBUG: View 2 : 0.565171650055 +2016-08-19 11:45:48,686 DEBUG: View 4 : 0.533545997119 +2016-08-19 11:45:49,878 DEBUG: Best view : Clinic_ +2016-08-19 11:45:49,962 DEBUG: Start: Iteration 290 +2016-08-19 11:45:50,200 DEBUG: View 0 : 0.540525461554 +2016-08-19 11:45:50,210 DEBUG: View 1 : 0.642006802721 +2016-08-19 11:45:50,465 DEBUG: View 3 : 0.561123459285 +2016-08-19 11:45:50,567 DEBUG: View 2 : 0.585877862595 +2016-08-19 11:45:50,847 DEBUG: View 4 : 0.528971028971 +2016-08-19 11:45:52,050 DEBUG: Best view : RNASeq_ +2016-08-19 11:45:52,135 DEBUG: Start: Iteration 291 +2016-08-19 11:45:52,434 DEBUG: View 0 : 0.55829015544 +2016-08-19 11:45:52,446 DEBUG: View 1 : 0.64498001998 +2016-08-19 11:45:52,720 DEBUG: View 3 : 0.640587529976 +2016-08-19 11:45:52,833 DEBUG: View 2 : 0.529808890735 +2016-08-19 11:45:53,118 DEBUG: View 4 : 0.53835978836 +2016-08-19 11:45:54,326 DEBUG: Best view : Clinic_ +2016-08-19 11:45:54,409 DEBUG: Start: Iteration 292 +2016-08-19 11:45:54,702 DEBUG: View 0 : 0.563978494624 +2016-08-19 11:45:54,715 DEBUG: View 1 : 0.580935251799 +2016-08-19 11:45:54,969 DEBUG: View 3 : 0.627304964539 +2016-08-19 11:45:55,071 DEBUG: View 2 : 0.509140008309 +2016-08-19 11:45:55,375 DEBUG: View 4 : 0.539465408805 +2016-08-19 11:45:56,620 DEBUG: Best view : Clinic_ +2016-08-19 11:45:56,717 DEBUG: Start: Iteration 293 +2016-08-19 11:45:57,016 DEBUG: View 0 : 0.527493169399 +2016-08-19 11:45:57,028 DEBUG: View 1 : 0.703214578215 +2016-08-19 11:45:57,287 DEBUG: View 3 : 0.601547987616 +2016-08-19 11:45:57,393 DEBUG: View 2 : 0.53835978836 +2016-08-19 11:45:57,677 DEBUG: View 4 : 0.585376344086 +2016-08-19 11:45:58,823 DEBUG: Best view : MiRNA__ +2016-08-19 11:45:58,906 DEBUG: Start: Iteration 294 +2016-08-19 11:45:59,153 DEBUG: View 0 : 0.567365269461 +2016-08-19 11:45:59,163 DEBUG: View 1 : 0.808080808081 +2016-08-19 11:45:59,420 DEBUG: View 3 : 0.618692782627 +2016-08-19 11:45:59,523 DEBUG: View 2 : 0.570805437208 +2016-08-19 11:45:59,807 DEBUG: View 4 : 0.50815394651 +2016-08-19 11:46:01,007 DEBUG: Best view : Clinic_ +2016-08-19 11:46:01,091 DEBUG: Start: Iteration 295 +2016-08-19 11:46:01,318 DEBUG: View 0 : 0.573529411765 +2016-08-19 11:46:01,331 DEBUG: View 1 : 0.69906323185 +2016-08-19 11:46:01,591 DEBUG: View 3 : 0.588231236203 +2016-08-19 11:46:01,715 DEBUG: View 2 : 0.586380145278 +2016-08-19 11:46:01,988 DEBUG: View 4 : 0.53493360572 +2016-08-19 11:46:03,190 DEBUG: Best view : MiRNA__ +2016-08-19 11:46:03,274 DEBUG: Start: Iteration 296 +2016-08-19 11:46:03,574 DEBUG: View 0 : 0.609532828283 +2016-08-19 11:46:03,585 DEBUG: View 1 : 0.719875500222 +2016-08-19 11:46:03,840 DEBUG: View 3 : 0.516545954046 +2016-08-19 11:46:03,945 DEBUG: View 2 : 0.481498470948 +2016-08-19 11:46:04,230 DEBUG: View 4 : 0.534154040404 +2016-08-19 11:46:05,398 DEBUG: Best view : MiRNA__ +2016-08-19 11:46:05,482 DEBUG: Start: Iteration 297 +2016-08-19 11:46:05,712 DEBUG: View 0 : 0.491590376836 +2016-08-19 11:46:05,725 DEBUG: View 1 : 0.808080808081 +2016-08-19 11:46:05,977 DEBUG: View 3 : 0.582263922518 +2016-08-19 11:46:06,076 DEBUG: View 2 : 0.527619047619 +2016-08-19 11:46:06,348 DEBUG: View 4 : 0.51697925547 +2016-08-19 11:46:07,584 DEBUG: Best view : RNASeq_ +2016-08-19 11:46:07,668 DEBUG: Start: Iteration 298 +2016-08-19 11:46:07,959 DEBUG: View 0 : 0.628973392983 +2016-08-19 11:46:07,971 DEBUG: View 1 : 0.609493670886 +2016-08-19 11:46:08,238 DEBUG: View 3 : 0.602375102375 +2016-08-19 11:46:08,351 DEBUG: View 2 : 0.541396103896 +2016-08-19 11:46:08,626 DEBUG: View 4 : 0.622095959596 +2016-08-19 11:46:09,768 DEBUG: Best view : MRNASeq +2016-08-19 11:46:09,853 DEBUG: Start: Iteration 299 +2016-08-19 11:46:10,103 DEBUG: View 0 : 0.46513038205 +2016-08-19 11:46:10,114 DEBUG: View 1 : 0.561475409836 +2016-08-19 11:46:10,379 DEBUG: View 3 : 0.600140056022 +2016-08-19 11:46:10,493 DEBUG: View 2 : 0.538784385113 +2016-08-19 11:46:10,767 DEBUG: View 4 : 0.577225672878 +2016-08-19 11:46:11,990 DEBUG: Best view : Clinic_ +2016-08-19 11:46:12,078 DEBUG: Start: Iteration 300 +2016-08-19 11:46:12,373 DEBUG: View 0 : 0.601351351351 +2016-08-19 11:46:12,384 DEBUG: View 1 : 0.700048911714 +2016-08-19 11:46:12,643 DEBUG: View 3 : 0.616726618705 +2016-08-19 11:46:12,767 DEBUG: View 2 : 0.480139230139 +2016-08-19 11:46:13,055 DEBUG: View 4 : 0.58099219621 +2016-08-19 11:46:14,328 DEBUG: Best view : MiRNA__ +2016-08-19 11:46:14,414 DEBUG: Start: Iteration 301 +2016-08-19 11:46:14,734 DEBUG: View 0 : 0.399074074074 +2016-08-19 11:46:14,745 DEBUG: View 1 : 0.600781091499 +2016-08-19 11:46:15,000 DEBUG: View 3 : 0.646648648649 +2016-08-19 11:46:15,101 DEBUG: View 2 : 0.559531450578 +2016-08-19 11:46:15,376 DEBUG: View 4 : 0.611513513514 +2016-08-19 11:46:16,574 DEBUG: Best view : MRNASeq +2016-08-19 11:46:16,660 DEBUG: Start: Iteration 302 +2016-08-19 11:46:16,907 DEBUG: View 0 : 0.420642201835 +2016-08-19 11:46:16,918 DEBUG: View 1 : 0.715828832572 +2016-08-19 11:46:17,176 DEBUG: View 3 : 0.547714604236 +2016-08-19 11:46:17,279 DEBUG: View 2 : 0.577264808362 +2016-08-19 11:46:17,578 DEBUG: View 4 : 0.556737588652 +2016-08-19 11:46:18,823 DEBUG: Best view : MiRNA__ +2016-08-19 11:46:18,907 DEBUG: Start: Iteration 303 +2016-08-19 11:46:19,141 DEBUG: View 0 : 0.47644361059 +2016-08-19 11:46:19,153 DEBUG: View 1 : 0.632013952078 +2016-08-19 11:46:19,404 DEBUG: View 3 : 0.610345581802 +2016-08-19 11:46:19,505 DEBUG: View 2 : 0.482072128414 +2016-08-19 11:46:19,782 DEBUG: View 4 : 0.590852555405 +2016-08-19 11:46:21,022 DEBUG: Best view : Clinic_ +2016-08-19 11:46:21,109 DEBUG: Start: Iteration 304 +2016-08-19 11:46:21,396 DEBUG: View 0 : 0.468059855521 +2016-08-19 11:46:21,407 DEBUG: View 1 : 0.462878787879 +2016-08-19 11:46:21,659 DEBUG: View 3 : 0.653306715807 +2016-08-19 11:46:21,761 DEBUG: View 2 : 0.515883554648 +2016-08-19 11:46:22,032 DEBUG: View 4 : 0.518849206349 +2016-08-19 11:46:23,227 DEBUG: Best view : Clinic_ +2016-08-19 11:46:23,312 DEBUG: Start: Iteration 305 +2016-08-19 11:46:23,617 DEBUG: View 0 : 0.607354443309 +2016-08-19 11:46:23,628 DEBUG: View 1 : 0.680125725338 +2016-08-19 11:46:23,880 DEBUG: View 3 : 0.579357798165 +2016-08-19 11:46:23,982 DEBUG: View 2 : 0.511613540894 +2016-08-19 11:46:24,258 DEBUG: View 4 : 0.53486961795 +2016-08-19 11:46:25,436 DEBUG: Best view : Methyl_ +2016-08-19 11:46:25,521 DEBUG: Start: Iteration 306 +2016-08-19 11:46:25,752 DEBUG: View 0 : 0.416322047041 +2016-08-19 11:46:25,766 DEBUG: View 1 : 0.454232804233 +2016-08-19 11:46:26,020 DEBUG: View 3 : 0.524278748476 +2016-08-19 11:46:26,119 DEBUG: View 2 : 0.554495073892 +2016-08-19 11:46:26,396 DEBUG: View 4 : 0.494824016563 +2016-08-19 11:46:27,637 DEBUG: Best view : RNASeq_ +2016-08-19 11:46:27,723 DEBUG: Start: Iteration 307 +2016-08-19 11:46:27,948 DEBUG: View 0 : 0.381598062954 +2016-08-19 11:46:27,959 DEBUG: View 1 : 0.517263025738 +2016-08-19 11:46:28,219 DEBUG: View 3 : 0.611753034547 +2016-08-19 11:46:28,320 DEBUG: View 2 : 0.544549712582 +2016-08-19 11:46:28,598 DEBUG: View 4 : 0.597509048329 +2016-08-19 11:46:29,890 DEBUG: Best view : Clinic_ +2016-08-19 11:46:29,979 DEBUG: Start: Iteration 308 +2016-08-19 11:46:30,272 DEBUG: View 0 : 0.471701063164 +2016-08-19 11:46:30,285 DEBUG: View 1 : 0.735771812081 +2016-08-19 11:46:30,546 DEBUG: View 3 : 0.594599303136 +2016-08-19 11:46:30,659 DEBUG: View 2 : 0.496519982039 +2016-08-19 11:46:30,957 DEBUG: View 4 : 0.584586466165 +2016-08-19 11:46:32,259 DEBUG: Best view : MiRNA__ +2016-08-19 11:46:32,345 DEBUG: Start: Iteration 309 +2016-08-19 11:46:32,638 DEBUG: View 0 : 0.640914351852 +2016-08-19 11:46:32,655 DEBUG: View 1 : 0.538622359155 +2016-08-19 11:46:32,926 DEBUG: View 3 : 0.5142228739 +2016-08-19 11:46:33,029 DEBUG: View 2 : 0.542580645161 +2016-08-19 11:46:33,319 DEBUG: View 4 : 0.546373850868 +2016-08-19 11:46:34,597 DEBUG: Best view : Methyl_ +2016-08-19 11:46:34,686 DEBUG: Start: Iteration 310 +2016-08-19 11:46:34,978 DEBUG: View 0 : 0.477890316206 +2016-08-19 11:46:34,989 DEBUG: View 1 : 0.808080808081 +2016-08-19 11:46:35,251 DEBUG: View 3 : 0.671434368026 +2016-08-19 11:46:35,374 DEBUG: View 2 : 0.574817147501 +2016-08-19 11:46:35,656 DEBUG: View 4 : 0.556582689963 +2016-08-19 11:46:36,959 DEBUG: Best view : Clinic_ +2016-08-19 11:46:37,048 DEBUG: Start: Iteration 311 +2016-08-19 11:46:37,312 DEBUG: View 0 : 0.527603349032 +2016-08-19 11:46:37,324 DEBUG: View 1 : 0.543115942029 +2016-08-19 11:46:37,596 DEBUG: View 3 : 0.556582689963 +2016-08-19 11:46:37,705 DEBUG: View 2 : 0.53878695209 +2016-08-19 11:46:38,000 DEBUG: View 4 : 0.4956232493 +2016-08-19 11:46:39,230 DEBUG: Best view : Clinic_ +2016-08-19 11:46:39,319 DEBUG: Start: Iteration 312 +2016-08-19 11:46:39,564 DEBUG: View 0 : 0.514437012263 +2016-08-19 11:46:39,574 DEBUG: View 1 : 0.391030736619 +2016-08-19 11:46:39,832 DEBUG: View 3 : 0.608843537415 +2016-08-19 11:46:39,937 DEBUG: View 2 : 0.555453656151 +2016-08-19 11:46:40,224 DEBUG: View 4 : 0.624602670057 +2016-08-19 11:46:41,509 DEBUG: Best view : MRNASeq +2016-08-19 11:46:41,599 DEBUG: Start: Iteration 313 +2016-08-19 11:46:41,872 DEBUG: View 0 : 0.622151563328 +2016-08-19 11:46:41,883 DEBUG: View 1 : 0.663422131148 +2016-08-19 11:46:42,145 DEBUG: View 3 : 0.758833703978 +2016-08-19 11:46:42,279 DEBUG: View 2 : 0.538622359155 +2016-08-19 11:46:42,569 DEBUG: View 4 : 0.59766493699 +2016-08-19 11:46:43,937 DEBUG: Best view : Clinic_ +2016-08-19 11:46:44,029 DEBUG: Start: Iteration 314 +2016-08-19 11:46:44,327 DEBUG: View 0 : 0.414604236343 +2016-08-19 11:46:44,337 DEBUG: View 1 : 0.680125725338 +2016-08-19 11:46:44,598 DEBUG: View 3 : 0.556537282942 +2016-08-19 11:46:44,714 DEBUG: View 2 : 0.577225672878 +2016-08-19 11:46:45,004 DEBUG: View 4 : 0.53878695209 +2016-08-19 11:46:46,331 DEBUG: Best view : MiRNA__ +2016-08-19 11:46:46,421 DEBUG: Start: Iteration 315 +2016-08-19 11:46:46,716 DEBUG: View 0 : 0.589111453518 +2016-08-19 11:46:46,729 DEBUG: View 1 : 0.475229826353 +2016-08-19 11:46:46,989 DEBUG: View 3 : 0.571146655588 +2016-08-19 11:46:47,093 DEBUG: View 2 : 0.536023206751 +2016-08-19 11:46:47,379 DEBUG: View 4 : 0.55286663897 +2016-08-19 11:46:48,622 DEBUG: Best view : Methyl_ +2016-08-19 11:46:48,711 DEBUG: Start: Iteration 316 +2016-08-19 11:46:49,019 DEBUG: View 0 : 0.527673153379 +2016-08-19 11:46:49,030 DEBUG: View 1 : 0.70460704607 +2016-08-19 11:46:49,288 DEBUG: View 3 : 0.59696969697 +2016-08-19 11:46:49,399 DEBUG: View 2 : 0.571467869718 +2016-08-19 11:46:49,683 DEBUG: View 4 : 0.545583181726 +2016-08-19 11:46:51,054 DEBUG: Best view : MiRNA__ +2016-08-19 11:46:51,154 DEBUG: Start: Iteration 317 +2016-08-19 11:46:51,441 DEBUG: View 0 : 0.499633431085 +2016-08-19 11:46:51,452 DEBUG: View 1 : 0.524770173647 +2016-08-19 11:46:51,724 DEBUG: View 3 : 0.621416345742 +2016-08-19 11:46:51,843 DEBUG: View 2 : 0.519860769861 +2016-08-19 11:46:52,134 DEBUG: View 4 : 0.57181712963 +2016-08-19 11:46:53,487 DEBUG: Best view : Clinic_ +2016-08-19 11:46:53,578 DEBUG: Start: Iteration 318 +2016-08-19 11:46:53,846 DEBUG: View 0 : 0.406855439642 +2016-08-19 11:46:53,857 DEBUG: View 1 : 0.619387067804 +2016-08-19 11:46:54,130 DEBUG: View 3 : 0.536199654065 +2016-08-19 11:46:54,242 DEBUG: View 2 : 0.514437012263 +2016-08-19 11:46:54,523 DEBUG: View 4 : 0.546974334825 +2016-08-19 11:46:55,808 DEBUG: Best view : MiRNA__ +2016-08-19 11:46:55,900 DEBUG: Start: Iteration 319 +2016-08-19 11:46:56,202 DEBUG: View 0 : 0.37987012987 +2016-08-19 11:46:56,215 DEBUG: View 1 : 0.557692307692 +2016-08-19 11:46:56,481 DEBUG: View 3 : 0.608887520525 +2016-08-19 11:46:56,586 DEBUG: View 2 : 0.524278748476 +2016-08-19 11:46:56,886 DEBUG: View 4 : 0.569004796163 +2016-08-19 11:46:58,245 DEBUG: Best view : Clinic_ +2016-08-19 11:46:58,337 DEBUG: Start: Iteration 320 +2016-08-19 11:46:58,585 DEBUG: View 0 : 0.576852866009 +2016-08-19 11:46:58,597 DEBUG: View 1 : 0.618666230794 +2016-08-19 11:46:58,865 DEBUG: View 3 : 0.51641337386 +2016-08-19 11:46:58,978 DEBUG: View 2 : 0.550618786772 +2016-08-19 11:46:59,305 DEBUG: View 4 : 0.525724637681 +2016-08-19 11:47:00,629 DEBUG: Best view : MiRNA__ +2016-08-19 11:47:00,723 DEBUG: Start: Iteration 321 +2016-08-19 11:47:01,033 DEBUG: View 0 : 0.474734371139 +2016-08-19 11:47:01,041 DEBUG: View 1 : 0.665786265746 +2016-08-19 11:47:01,309 DEBUG: View 3 : 0.71821769838 +2016-08-19 11:47:01,430 DEBUG: View 2 : 0.594694498804 +2016-08-19 11:47:01,712 DEBUG: View 4 : 0.5373488068 +2016-08-19 11:47:03,139 DEBUG: Best view : Clinic_ +2016-08-19 11:47:03,236 DEBUG: Start: Iteration 322 +2016-08-19 11:47:03,512 DEBUG: View 0 : 0.521653098146 +2016-08-19 11:47:03,524 DEBUG: View 1 : 0.441699328108 +2016-08-19 11:47:03,804 DEBUG: View 3 : 0.65724789916 +2016-08-19 11:47:03,912 DEBUG: View 2 : 0.635854816825 +2016-08-19 11:47:04,192 DEBUG: View 4 : 0.555110062893 +2016-08-19 11:47:05,487 DEBUG: Best view : Clinic_ +2016-08-19 11:47:05,578 DEBUG: Start: Iteration 323 +2016-08-19 11:47:05,889 DEBUG: View 0 : 0.474180511899 +2016-08-19 11:47:05,899 DEBUG: View 1 : 0.548163013276 +2016-08-19 11:47:06,166 DEBUG: View 3 : 0.513829787234 +2016-08-19 11:47:06,265 DEBUG: View 2 : 0.548483923484 +2016-08-19 11:47:06,544 DEBUG: View 4 : 0.507689717108 +2016-08-19 11:47:07,890 DEBUG: Best view : MiRNA__ +2016-08-19 11:47:07,980 DEBUG: Start: Iteration 324 +2016-08-19 11:47:08,277 DEBUG: View 0 : 0.748742344707 +2016-08-19 11:47:08,288 DEBUG: View 1 : 0.455845771144 +2016-08-19 11:47:08,540 DEBUG: View 3 : 0.573059360731 +2016-08-19 11:47:08,648 DEBUG: View 2 : 0.585376344086 +2016-08-19 11:47:08,972 DEBUG: View 4 : 0.501340996169 +2016-08-19 11:47:10,311 DEBUG: Best view : Methyl_ +2016-08-19 11:47:10,405 DEBUG: Start: Iteration 325 +2016-08-19 11:47:10,706 DEBUG: View 0 : 0.651268115942 +2016-08-19 11:47:10,717 DEBUG: View 1 : 0.738300492611 +2016-08-19 11:47:10,989 DEBUG: View 3 : 0.576914098973 +2016-08-19 11:47:11,103 DEBUG: View 2 : 0.546972972973 +2016-08-19 11:47:11,377 DEBUG: View 4 : 0.539193729003 +2016-08-19 11:47:12,752 DEBUG: Best view : MiRNA__ +2016-08-19 11:47:12,845 DEBUG: Start: Iteration 326 +2016-08-19 11:47:13,166 DEBUG: View 0 : 0.789357553366 +2016-08-19 11:47:13,170 DEBUG: View 1 : 0.745657568238 +2016-08-19 11:47:13,448 DEBUG: View 3 : 0.542208462332 +2016-08-19 11:47:13,571 DEBUG: View 2 : 0.562745098039 +2016-08-19 11:47:13,871 DEBUG: View 4 : 0.613353686115 +2016-08-19 11:47:15,253 DEBUG: Best view : Methyl_ +2016-08-19 11:47:15,352 DEBUG: Start: Iteration 327 +2016-08-19 11:47:15,696 DEBUG: View 0 : 0.486518808437 +2016-08-19 11:47:15,707 DEBUG: View 1 : 0.632013952078 +2016-08-19 11:47:15,990 DEBUG: View 3 : 0.53211517165 +2016-08-19 11:47:16,098 DEBUG: View 2 : 0.527599486521 +2016-08-19 11:47:16,367 DEBUG: View 4 : 0.593830939487 +2016-08-19 11:47:17,810 DEBUG: Best view : MiRNA__ +2016-08-19 11:47:17,900 DEBUG: Start: Iteration 328 +2016-08-19 11:47:18,226 DEBUG: View 0 : 0.528298936836 +2016-08-19 11:47:18,234 DEBUG: View 1 : 0.642006802721 +2016-08-19 11:47:18,489 DEBUG: View 3 : 0.593253968254 +2016-08-19 11:47:18,594 DEBUG: View 2 : 0.562241791694 +2016-08-19 11:47:18,870 DEBUG: View 4 : 0.624961407842 +2016-08-19 11:47:20,161 DEBUG: Best view : MRNASeq +2016-08-19 11:47:20,256 DEBUG: Start: Iteration 329 +2016-08-19 11:47:20,543 DEBUG: View 0 : 0.61248442044 +2016-08-19 11:47:20,556 DEBUG: View 1 : 0.67722165475 +2016-08-19 11:47:20,809 DEBUG: View 3 : 0.518111518112 +2016-08-19 11:47:20,918 DEBUG: View 2 : 0.484586618152 +2016-08-19 11:47:21,253 DEBUG: View 4 : 0.565039417829 +2016-08-19 11:47:22,605 DEBUG: Best view : MiRNA__ +2016-08-19 11:47:22,697 DEBUG: Start: Iteration 330 +2016-08-19 11:47:22,928 DEBUG: View 0 : 0.579678362573 +2016-08-19 11:47:22,940 DEBUG: View 1 : 0.623222305389 +2016-08-19 11:47:23,203 DEBUG: View 3 : 0.644144144144 +2016-08-19 11:47:23,310 DEBUG: View 2 : 0.54632505176 +2016-08-19 11:47:23,588 DEBUG: View 4 : 0.550314465409 +2016-08-19 11:47:24,938 DEBUG: Best view : Clinic_ +2016-08-19 11:47:25,037 DEBUG: Start: Iteration 331 +2016-08-19 11:47:25,362 DEBUG: View 0 : 0.466666666667 +2016-08-19 11:47:25,375 DEBUG: View 1 : 0.489516129032 +2016-08-19 11:47:25,635 DEBUG: View 3 : 0.54171723301 +2016-08-19 11:47:25,803 DEBUG: View 2 : 0.634623323013 +2016-08-19 11:47:26,083 DEBUG: View 4 : 0.57307882382 +2016-08-19 11:47:27,425 DEBUG: Best view : RNASeq_ +2016-08-19 11:47:27,521 DEBUG: Start: Iteration 332 +2016-08-19 11:47:27,767 DEBUG: View 0 : 0.61251435132 +2016-08-19 11:47:27,778 DEBUG: View 1 : 0.593535353535 +2016-08-19 11:47:28,041 DEBUG: View 3 : 0.566819747417 +2016-08-19 11:47:28,145 DEBUG: View 2 : 0.565028901734 +2016-08-19 11:47:28,419 DEBUG: View 4 : 0.563522692189 +2016-08-19 11:47:29,794 DEBUG: Best view : Methyl_ +2016-08-19 11:47:29,887 DEBUG: Start: Iteration 333 +2016-08-19 11:47:30,142 DEBUG: View 0 : 0.459931972789 +2016-08-19 11:47:30,149 DEBUG: View 1 : 0.817708333333 +2016-08-19 11:47:30,403 DEBUG: View 3 : 0.561347743166 +2016-08-19 11:47:30,506 DEBUG: View 2 : 0.546942800789 +2016-08-19 11:47:30,789 DEBUG: View 4 : 0.582116788321 +2016-08-19 11:47:32,120 DEBUG: Best view : MRNASeq +2016-08-19 11:47:32,213 DEBUG: Start: Iteration 334 +2016-08-19 11:47:32,446 DEBUG: View 0 : 0.388523489933 +2016-08-19 11:47:32,459 DEBUG: View 1 : 0.489597467209 +2016-08-19 11:47:32,710 DEBUG: View 3 : 0.593068297655 +2016-08-19 11:47:32,814 DEBUG: View 2 : 0.536575481256 +2016-08-19 11:47:33,091 DEBUG: View 4 : 0.517647664128 +2016-08-19 11:47:34,446 DEBUG: Best view : Clinic_ +2016-08-19 11:47:34,542 DEBUG: Start: Iteration 335 +2016-08-19 11:47:34,802 DEBUG: View 0 : 0.485350246969 +2016-08-19 11:47:34,812 DEBUG: View 1 : 0.498666073811 +2016-08-19 11:47:35,068 DEBUG: View 3 : 0.611178738081 +2016-08-19 11:47:35,173 DEBUG: View 2 : 0.536622073579 +2016-08-19 11:47:35,459 DEBUG: View 4 : 0.514702702703 +2016-08-19 11:47:36,826 DEBUG: Best view : Clinic_ +2016-08-19 11:47:36,922 DEBUG: Start: Iteration 336 +2016-08-19 11:47:37,170 DEBUG: View 0 : 0.514702702703 +2016-08-19 11:47:37,180 DEBUG: View 1 : 0.602149979227 +2016-08-19 11:47:37,452 DEBUG: View 3 : 0.581481096801 +2016-08-19 11:47:37,563 DEBUG: View 2 : 0.485023534446 +2016-08-19 11:47:37,909 DEBUG: View 4 : 0.506786500367 +2016-08-19 11:47:39,410 DEBUG: Best view : MiRNA__ +2016-08-19 11:47:39,503 DEBUG: Start: Iteration 337 +2016-08-19 11:47:39,749 DEBUG: View 0 : 0.483976833977 +2016-08-19 11:47:39,760 DEBUG: View 1 : 0.671040444582 +2016-08-19 11:47:40,024 DEBUG: View 3 : 0.603818369453 +2016-08-19 11:47:40,154 DEBUG: View 2 : 0.619387067804 +2016-08-19 11:47:40,429 DEBUG: View 4 : 0.557991202346 +2016-08-19 11:47:41,845 DEBUG: Best view : MiRNA__ +2016-08-19 11:47:41,980 DEBUG: Start: Iteration 338 +2016-08-19 11:47:42,234 DEBUG: View 0 : 0.588859060403 +2016-08-19 11:47:42,245 DEBUG: View 1 : 0.565423901941 +2016-08-19 11:47:42,511 DEBUG: View 3 : 0.578882371102 +2016-08-19 11:47:42,618 DEBUG: View 2 : 0.570625484621 +2016-08-19 11:47:42,887 DEBUG: View 4 : 0.487739112739 +2016-08-19 11:47:44,252 DEBUG: Best view : Clinic_ +2016-08-19 11:47:44,352 DEBUG: Start: Iteration 339 +2016-08-19 11:47:44,602 DEBUG: View 0 : 0.634659090909 +2016-08-19 11:47:44,615 DEBUG: View 1 : 0.811800172265 +2016-08-19 11:47:44,873 DEBUG: View 3 : 0.625694587364 +2016-08-19 11:47:44,979 DEBUG: View 2 : 0.527673855634 +2016-08-19 11:47:45,271 DEBUG: View 4 : 0.550805255351 +2016-08-19 11:47:46,693 DEBUG: Best view : MiRNA__ +2016-08-19 11:47:46,788 DEBUG: Start: Iteration 340 +2016-08-19 11:47:47,068 DEBUG: View 0 : 0.622891423141 +2016-08-19 11:47:47,080 DEBUG: View 1 : 0.431513513514 +2016-08-19 11:47:47,335 DEBUG: View 3 : 0.465920096852 +2016-08-19 11:47:47,440 DEBUG: View 2 : 0.540143331948 +2016-08-19 11:47:47,713 DEBUG: View 4 : 0.525776397516 +2016-08-19 11:47:49,080 DEBUG: Best view : Methyl_ +2016-08-19 11:47:49,174 DEBUG: Start: Iteration 341 +2016-08-19 11:47:49,478 DEBUG: View 0 : 0.577264808362 +2016-08-19 11:47:49,490 DEBUG: View 1 : 0.73093220339 +2016-08-19 11:47:49,744 DEBUG: View 3 : 0.627336448598 +2016-08-19 11:47:49,853 DEBUG: View 2 : 0.513185324161 +2016-08-19 11:47:50,144 DEBUG: View 4 : 0.552062031357 +2016-08-19 11:47:51,535 DEBUG: Best view : MiRNA__ +2016-08-19 11:47:51,630 DEBUG: Start: Iteration 342 +2016-08-19 11:47:51,864 DEBUG: View 0 : 0.429952830189 +2016-08-19 11:47:51,875 DEBUG: View 1 : 0.442985232068 +2016-08-19 11:47:52,132 DEBUG: View 3 : 0.623279352227 +2016-08-19 11:47:52,243 DEBUG: View 2 : 0.534175415573 +2016-08-19 11:47:52,515 DEBUG: View 4 : 0.468879921741 +2016-08-19 11:47:53,899 DEBUG: Best view : Clinic_ +2016-08-19 11:47:53,993 DEBUG: Start: Iteration 343 +2016-08-19 11:47:54,220 DEBUG: View 0 : 0.622891423141 +2016-08-19 11:47:54,233 DEBUG: View 1 : 0.498666073811 +2016-08-19 11:47:54,491 DEBUG: View 3 : 0.685207700101 +2016-08-19 11:47:54,593 DEBUG: View 2 : 0.473469387755 +2016-08-19 11:47:54,867 DEBUG: View 4 : 0.421613394216 +2016-08-19 11:47:56,226 DEBUG: Best view : Clinic_ +2016-08-19 11:47:56,321 DEBUG: Start: Iteration 344 +2016-08-19 11:47:56,553 DEBUG: View 0 : 0.471014492754 +2016-08-19 11:47:56,566 DEBUG: View 1 : 0.48115942029 +2016-08-19 11:47:56,821 DEBUG: View 3 : 0.567510548523 +2016-08-19 11:47:56,926 DEBUG: View 2 : 0.483482642777 +2016-08-19 11:47:57,205 DEBUG: View 4 : 0.595306122449 +2016-08-19 11:47:58,630 DEBUG: Best view : MRNASeq +2016-08-19 11:47:58,724 DEBUG: Start: Iteration 345 +2016-08-19 11:47:58,979 DEBUG: View 0 : 0.540525461554 +2016-08-19 11:47:58,991 DEBUG: View 1 : 0.664543673012 +2016-08-19 11:47:59,250 DEBUG: View 3 : 0.650751183371 +2016-08-19 11:47:59,355 DEBUG: View 2 : 0.576852866009 +2016-08-19 11:47:59,626 DEBUG: View 4 : 0.550805255351 +2016-08-19 11:48:01,015 DEBUG: Best view : Clinic_ +2016-08-19 11:48:01,112 DEBUG: Start: Iteration 346 +2016-08-19 11:48:01,415 DEBUG: View 0 : 0.589111453518 +2016-08-19 11:48:01,428 DEBUG: View 1 : 0.702295766249 +2016-08-19 11:48:01,686 DEBUG: View 3 : 0.695704697987 +2016-08-19 11:48:01,829 DEBUG: View 2 : 0.60919797257 +2016-08-19 11:48:02,099 DEBUG: View 4 : 0.562288135593 +2016-08-19 11:48:03,471 DEBUG: Best view : Clinic_ +2016-08-19 11:48:03,567 DEBUG: Start: Iteration 347 +2016-08-19 11:48:03,807 DEBUG: View 0 : 0.380010548523 +2016-08-19 11:48:03,817 DEBUG: View 1 : 0.466845654346 +2016-08-19 11:48:04,069 DEBUG: View 3 : 0.660499490316 +2016-08-19 11:48:04,169 DEBUG: View 2 : 0.556625258799 +2016-08-19 11:48:04,445 DEBUG: View 4 : 0.562147651007 +2016-08-19 11:48:05,827 DEBUG: Best view : Clinic_ +2016-08-19 11:48:05,924 DEBUG: Start: Iteration 348 +2016-08-19 11:48:06,215 DEBUG: View 0 : 0.530767403184 +2016-08-19 11:48:06,226 DEBUG: View 1 : 0.714478764479 +2016-08-19 11:48:06,478 DEBUG: View 3 : 0.588582677165 +2016-08-19 11:48:06,583 DEBUG: View 2 : 0.581968042071 +2016-08-19 11:48:06,853 DEBUG: View 4 : 0.559531450578 +2016-08-19 11:48:08,243 DEBUG: Best view : MiRNA__ +2016-08-19 11:48:08,348 DEBUG: Start: Iteration 349 +2016-08-19 11:48:08,584 DEBUG: View 0 : 0.531940144479 +2016-08-19 11:48:08,595 DEBUG: View 1 : 0.569018404908 +2016-08-19 11:48:08,850 DEBUG: View 3 : 0.529808890735 +2016-08-19 11:48:08,953 DEBUG: View 2 : 0.503344481605 +2016-08-19 11:48:09,234 DEBUG: View 4 : 0.516955498502 +2016-08-19 11:48:10,629 DEBUG: Best view : MiRNA__ +2016-08-19 11:48:10,730 DEBUG: Start: Iteration 350 +2016-08-19 11:48:11,049 DEBUG: View 0 : 0.418830128205 +2016-08-19 11:48:11,062 DEBUG: View 1 : 0.498666073811 +2016-08-19 11:48:11,327 DEBUG: View 3 : 0.605922781484 +2016-08-19 11:48:11,432 DEBUG: View 2 : 0.549570862676 +2016-08-19 11:48:11,716 DEBUG: View 4 : 0.578243398393 +2016-08-19 11:48:13,143 DEBUG: Best view : Clinic_ +2016-08-19 11:48:13,242 DEBUG: Start: Iteration 351 +2016-08-19 11:48:13,535 DEBUG: View 0 : 0.554694229113 +2016-08-19 11:48:13,545 DEBUG: View 1 : 0.67563361494 +2016-08-19 11:48:13,802 DEBUG: View 3 : 0.51702020202 +2016-08-19 11:48:13,906 DEBUG: View 2 : 0.508358817533 +2016-08-19 11:48:14,189 DEBUG: View 4 : 0.497863247863 +2016-08-19 11:48:15,537 DEBUG: Best view : MiRNA__ +2016-08-19 11:48:15,644 DEBUG: Start: Iteration 352 +2016-08-19 11:48:15,974 DEBUG: View 0 : 0.43759936407 +2016-08-19 11:48:15,985 DEBUG: View 1 : 0.522362175977 +2016-08-19 11:48:16,257 DEBUG: View 3 : 0.561347743166 +2016-08-19 11:48:16,366 DEBUG: View 2 : 0.559412132583 +2016-08-19 11:48:16,656 DEBUG: View 4 : 0.560785767235 +2016-08-19 11:48:18,111 DEBUG: Best view : MRNASeq +2016-08-19 11:48:18,210 DEBUG: Start: Iteration 353 +2016-08-19 11:48:18,528 DEBUG: View 0 : 0.46513038205 +2016-08-19 11:48:18,537 DEBUG: View 1 : 0.577277432712 +2016-08-19 11:48:18,791 DEBUG: View 3 : 0.698109243697 +2016-08-19 11:48:18,900 DEBUG: View 2 : 0.588502109705 +2016-08-19 11:48:19,170 DEBUG: View 4 : 0.578243398393 +2016-08-19 11:48:20,561 DEBUG: Best view : Clinic_ +2016-08-19 11:48:20,659 DEBUG: Start: Iteration 354 +2016-08-19 11:48:20,895 DEBUG: View 0 : 0.587577639752 +2016-08-19 11:48:20,908 DEBUG: View 1 : 0.439555125725 +2016-08-19 11:48:21,161 DEBUG: View 3 : 0.481052506534 +2016-08-19 11:48:21,265 DEBUG: View 2 : 0.56071211199 +2016-08-19 11:48:21,546 DEBUG: View 4 : 0.491590376836 +2016-08-19 11:48:22,988 DEBUG: Best view : RNASeq_ +2016-08-19 11:48:23,094 DEBUG: Start: Iteration 355 +2016-08-19 11:48:23,414 DEBUG: View 0 : 0.472506830601 +2016-08-19 11:48:23,426 DEBUG: View 1 : 0.61472734255 +2016-08-19 11:48:23,694 DEBUG: View 3 : 0.580819426615 +2016-08-19 11:48:23,803 DEBUG: View 2 : 0.571843434343 +2016-08-19 11:48:24,080 DEBUG: View 4 : 0.562640163099 +2016-08-19 11:48:25,575 DEBUG: Best view : Clinic_ +2016-08-19 11:48:25,677 DEBUG: Start: Iteration 356 +2016-08-19 11:48:25,915 DEBUG: View 0 : 0.605552134647 +2016-08-19 11:48:25,925 DEBUG: View 1 : 0.742978208232 +2016-08-19 11:48:26,198 DEBUG: View 3 : 0.490649606299 +2016-08-19 11:48:26,311 DEBUG: View 2 : 0.485023534446 +2016-08-19 11:48:26,582 DEBUG: View 4 : 0.514171068671 +2016-08-19 11:48:28,085 DEBUG: Best view : MiRNA__ +2016-08-19 11:48:28,184 DEBUG: Start: Iteration 357 +2016-08-19 11:48:28,430 DEBUG: View 0 : 0.471338383838 +2016-08-19 11:48:28,442 DEBUG: View 1 : 0.634564164649 +2016-08-19 11:48:28,701 DEBUG: View 3 : 0.661698463169 +2016-08-19 11:48:28,809 DEBUG: View 2 : 0.548784722222 +2016-08-19 11:48:29,092 DEBUG: View 4 : 0.514437012263 +2016-08-19 11:48:30,509 DEBUG: Best view : Clinic_ +2016-08-19 11:48:30,610 DEBUG: Start: Iteration 358 +2016-08-19 11:48:30,864 DEBUG: View 0 : 0.512449671541 +2016-08-19 11:48:30,875 DEBUG: View 1 : 0.689136125654 +2016-08-19 11:48:31,135 DEBUG: View 3 : 0.513649425287 +2016-08-19 11:48:31,240 DEBUG: View 2 : 0.578253284072 +2016-08-19 11:48:31,529 DEBUG: View 4 : 0.521590909091 +2016-08-19 11:48:32,935 DEBUG: Best view : MiRNA__ +2016-08-19 11:48:33,034 DEBUG: Start: Iteration 359 +2016-08-19 11:48:33,263 DEBUG: View 0 : 0.618720565149 +2016-08-19 11:48:33,274 DEBUG: View 1 : 0.563559322034 +2016-08-19 11:48:33,527 DEBUG: View 3 : 0.524463631606 +2016-08-19 11:48:33,633 DEBUG: View 2 : 0.623366013072 +2016-08-19 11:48:33,904 DEBUG: View 4 : 0.527673855634 +2016-08-19 11:48:35,375 DEBUG: Best view : RNASeq_ +2016-08-19 11:48:35,478 DEBUG: Start: Iteration 360 +2016-08-19 11:48:35,795 DEBUG: View 0 : 0.475354969574 +2016-08-19 11:48:35,805 DEBUG: View 1 : 0.472931338028 +2016-08-19 11:48:36,067 DEBUG: View 3 : 0.569899665552 +2016-08-19 11:48:36,177 DEBUG: View 2 : 0.508596278317 +2016-08-19 11:48:36,452 DEBUG: View 4 : 0.563538392456 +2016-08-19 11:48:37,938 DEBUG: Best view : Clinic_ +2016-08-19 11:48:38,036 DEBUG: Start: Iteration 361 +2016-08-19 11:48:38,283 DEBUG: View 0 : 0.521282973621 +2016-08-19 11:48:38,295 DEBUG: View 1 : 0.590642458101 +2016-08-19 11:48:38,552 DEBUG: View 3 : 0.552171136654 +2016-08-19 11:48:38,653 DEBUG: View 2 : 0.493955709061 +2016-08-19 11:48:38,934 DEBUG: View 4 : 0.565696381645 +2016-08-19 11:48:40,369 DEBUG: Best view : Clinic_ +2016-08-19 11:48:40,468 DEBUG: Start: Iteration 362 +2016-08-19 11:48:40,780 DEBUG: View 0 : 0.450323790048 +2016-08-19 11:48:40,790 DEBUG: View 1 : 0.599557522124 +2016-08-19 11:48:41,050 DEBUG: View 3 : 0.594599303136 +2016-08-19 11:48:41,163 DEBUG: View 2 : 0.58348410442 +2016-08-19 11:48:41,448 DEBUG: View 4 : 0.551971964837 +2016-08-19 11:48:42,927 DEBUG: Best view : Clinic_ +2016-08-19 11:48:43,026 DEBUG: Start: Iteration 363 +2016-08-19 11:48:43,270 DEBUG: View 0 : 0.450323790048 +2016-08-19 11:48:43,280 DEBUG: View 1 : 0.472113603622 +2016-08-19 11:48:43,542 DEBUG: View 3 : 0.609769650434 +2016-08-19 11:48:43,679 DEBUG: View 2 : 0.50815394651 +2016-08-19 11:48:43,929 DEBUG: View 4 : 0.542580645161 +2016-08-19 11:48:45,404 DEBUG: Best view : Clinic_ +2016-08-19 11:48:45,511 DEBUG: Start: Iteration 364 +2016-08-19 11:48:45,748 DEBUG: View 0 : 0.412388250319 +2016-08-19 11:48:45,759 DEBUG: View 1 : 0.526259650549 +2016-08-19 11:48:46,014 DEBUG: View 3 : 0.615322417627 +2016-08-19 11:48:46,116 DEBUG: View 2 : 0.627575757576 +2016-08-19 11:48:46,388 DEBUG: View 4 : 0.55249745158 +2016-08-19 11:48:47,833 DEBUG: Best view : RNASeq_ +2016-08-19 11:48:47,933 DEBUG: Start: Iteration 365 +2016-08-19 11:48:48,175 DEBUG: View 0 : 0.585691823899 +2016-08-19 11:48:48,186 DEBUG: View 1 : 0.615247866721 +2016-08-19 11:48:48,439 DEBUG: View 3 : 0.567620445097 +2016-08-19 11:48:48,538 DEBUG: View 2 : 0.535993111366 +2016-08-19 11:48:48,823 DEBUG: View 4 : 0.505720122574 +2016-08-19 11:48:50,273 DEBUG: Best view : MiRNA__ +2016-08-19 11:48:50,374 DEBUG: Start: Iteration 366 +2016-08-19 11:48:50,630 DEBUG: View 0 : 0.609201344017 +2016-08-19 11:48:50,641 DEBUG: View 1 : 0.624031007752 +2016-08-19 11:48:50,894 DEBUG: View 3 : 0.579430379747 +2016-08-19 11:48:50,997 DEBUG: View 2 : 0.530448717949 +2016-08-19 11:48:51,268 DEBUG: View 4 : 0.548791946309 +2016-08-19 11:48:52,796 DEBUG: Best view : MiRNA__ +2016-08-19 11:48:52,899 DEBUG: Start: Iteration 367 +2016-08-19 11:48:53,199 DEBUG: View 0 : 0.624602670057 +2016-08-19 11:48:53,209 DEBUG: View 1 : 0.637644787645 +2016-08-19 11:48:53,465 DEBUG: View 3 : 0.567510548523 +2016-08-19 11:48:53,572 DEBUG: View 2 : 0.562640163099 +2016-08-19 11:48:53,881 DEBUG: View 4 : 0.581968042071 +2016-08-19 11:48:55,385 DEBUG: Best view : Methyl_ +2016-08-19 11:48:55,488 DEBUG: Start: Iteration 368 +2016-08-19 11:48:55,737 DEBUG: View 0 : 0.385343309859 +2016-08-19 11:48:55,751 DEBUG: View 1 : 0.744217687075 +2016-08-19 11:48:56,007 DEBUG: View 3 : 0.502719907407 +2016-08-19 11:48:56,111 DEBUG: View 2 : 0.527886396378 +2016-08-19 11:48:56,402 DEBUG: View 4 : 0.515424430642 +2016-08-19 11:48:57,891 DEBUG: Best view : MiRNA__ +2016-08-19 11:48:57,992 DEBUG: Start: Iteration 369 +2016-08-19 11:48:58,229 DEBUG: View 0 : 0.425683890578 +2016-08-19 11:48:58,240 DEBUG: View 1 : 0.543115942029 +2016-08-19 11:48:58,491 DEBUG: View 3 : 0.519860769861 +2016-08-19 11:48:58,593 DEBUG: View 2 : 0.585782780905 +2016-08-19 11:48:58,867 DEBUG: View 4 : 0.538083281021 +2016-08-19 11:49:00,353 DEBUG: Best view : RNASeq_ +2016-08-19 11:49:00,455 DEBUG: Start: Iteration 370 +2016-08-19 11:49:00,698 DEBUG: View 0 : 0.469232596816 +2016-08-19 11:49:00,708 DEBUG: View 1 : 0.71121304791 +2016-08-19 11:49:00,962 DEBUG: View 3 : 0.610839312894 +2016-08-19 11:49:01,066 DEBUG: View 2 : 0.571175995151 +2016-08-19 11:49:01,337 DEBUG: View 4 : 0.490649606299 +2016-08-19 11:49:02,844 DEBUG: Best view : MiRNA__ +2016-08-19 11:49:02,950 DEBUG: Start: Iteration 371 +2016-08-19 11:49:03,214 DEBUG: View 0 : 0.634659090909 +2016-08-19 11:49:03,225 DEBUG: View 1 : 0.762865497076 +2016-08-19 11:49:03,490 DEBUG: View 3 : 0.501192910702 +2016-08-19 11:49:03,610 DEBUG: View 2 : 0.617517875383 +2016-08-19 11:49:03,904 DEBUG: View 4 : 0.52778340081 +2016-08-19 11:49:05,378 DEBUG: Best view : Methyl_ +2016-08-19 11:49:05,482 DEBUG: Start: Iteration 372 +2016-08-19 11:49:05,782 DEBUG: View 0 : 0.514236111111 +2016-08-19 11:49:05,792 DEBUG: View 1 : 0.405782312925 +2016-08-19 11:49:06,057 DEBUG: View 3 : 0.601835001517 +2016-08-19 11:49:06,166 DEBUG: View 2 : 0.573251310093 +2016-08-19 11:49:06,444 DEBUG: View 4 : 0.550206398349 +2016-08-19 11:49:07,925 DEBUG: Best view : Clinic_ +2016-08-19 11:49:08,025 DEBUG: Start: Iteration 373 +2016-08-19 11:49:08,254 DEBUG: View 0 : 0.527050395257 +2016-08-19 11:49:08,266 DEBUG: View 1 : 0.608843537415 +2016-08-19 11:49:08,522 DEBUG: View 3 : 0.587209302326 +2016-08-19 11:49:08,621 DEBUG: View 2 : 0.600896393579 +2016-08-19 11:49:08,903 DEBUG: View 4 : 0.516693163752 +2016-08-19 11:49:10,480 DEBUG: Best view : Clinic_ +2016-08-19 11:49:10,583 DEBUG: Start: Iteration 374 +2016-08-19 11:49:10,828 DEBUG: View 0 : 0.398648648649 +2016-08-19 11:49:10,839 DEBUG: View 1 : 0.578882371102 +2016-08-19 11:49:11,095 DEBUG: View 3 : 0.573013415893 +2016-08-19 11:49:11,197 DEBUG: View 2 : 0.564878671775 +2016-08-19 11:49:11,478 DEBUG: View 4 : 0.47543053961 +2016-08-19 11:49:12,938 DEBUG: Best view : RNASeq_ +2016-08-19 11:49:13,043 DEBUG: Start: Iteration 375 +2016-08-19 11:49:13,340 DEBUG: View 0 : 0.492763772176 +2016-08-19 11:49:13,353 DEBUG: View 1 : 0.835636773137 +2016-08-19 11:49:13,610 DEBUG: View 3 : 0.587431693989 +2016-08-19 11:49:13,714 DEBUG: View 2 : 0.5142228739 +2016-08-19 11:49:13,991 DEBUG: View 4 : 0.546394230769 +2016-08-19 11:49:15,530 DEBUG: Best view : MiRNA__ +2016-08-19 11:49:15,638 DEBUG: Start: Iteration 376 +2016-08-19 11:49:15,871 DEBUG: View 0 : 0.473740349451 +2016-08-19 11:49:15,883 DEBUG: View 1 : 0.505380288579 +2016-08-19 11:49:16,144 DEBUG: View 3 : 0.682255244755 +2016-08-19 11:49:16,248 DEBUG: View 2 : 0.647222222222 +2016-08-19 11:49:16,526 DEBUG: View 4 : 0.522570850202 +2016-08-19 11:49:18,008 DEBUG: Best view : RNASeq_ +2016-08-19 11:49:18,113 DEBUG: Start: Iteration 377 +2016-08-19 11:49:18,407 DEBUG: View 0 : 0.48099078341 +2016-08-19 11:49:18,419 DEBUG: View 1 : 0.564285714286 +2016-08-19 11:49:18,680 DEBUG: View 3 : 0.585877862595 +2016-08-19 11:49:18,778 DEBUG: View 2 : 0.566700715015 +2016-08-19 11:49:19,067 DEBUG: View 4 : 0.603521478521 +2016-08-19 11:49:20,536 DEBUG: Best view : MRNASeq +2016-08-19 11:49:20,640 DEBUG: Start: Iteration 378 +2016-08-19 11:49:20,866 DEBUG: View 0 : 0.523365978284 +2016-08-19 11:49:20,877 DEBUG: View 1 : 0.608217332735 +2016-08-19 11:49:21,131 DEBUG: View 3 : 0.616895976652 +2016-08-19 11:49:21,231 DEBUG: View 2 : 0.516955498502 +2016-08-19 11:49:21,513 DEBUG: View 4 : 0.496464646465 +2016-08-19 11:49:23,068 DEBUG: Best view : Clinic_ +2016-08-19 11:49:23,174 DEBUG: Start: Iteration 379 +2016-08-19 11:49:23,470 DEBUG: View 0 : 0.605552134647 +2016-08-19 11:49:23,483 DEBUG: View 1 : 0.659536812298 +2016-08-19 11:49:23,742 DEBUG: View 3 : 0.493667679838 +2016-08-19 11:49:23,844 DEBUG: View 2 : 0.53493360572 +2016-08-19 11:49:24,124 DEBUG: View 4 : 0.579531902206 +2016-08-19 11:49:25,556 DEBUG: Best view : MiRNA__ +2016-08-19 11:49:25,661 DEBUG: Start: Iteration 380 +2016-08-19 11:49:25,912 DEBUG: View 0 : 0.541156462585 +2016-08-19 11:49:25,924 DEBUG: View 1 : 0.574303232999 +2016-08-19 11:49:26,175 DEBUG: View 3 : 0.623395378691 +2016-08-19 11:49:26,275 DEBUG: View 2 : 0.455927051672 +2016-08-19 11:49:26,555 DEBUG: View 4 : 0.544072948328 +2016-08-19 11:49:28,063 DEBUG: Best view : Clinic_ +2016-08-19 11:49:28,167 DEBUG: Start: Iteration 381 +2016-08-19 11:49:28,401 DEBUG: View 0 : 0.585809581565 +2016-08-19 11:49:28,413 DEBUG: View 1 : 0.693181818182 +2016-08-19 11:49:28,669 DEBUG: View 3 : 0.565301120448 +2016-08-19 11:49:28,772 DEBUG: View 2 : 0.593830939487 +2016-08-19 11:49:29,054 DEBUG: View 4 : 0.580819426615 +2016-08-19 11:49:30,579 DEBUG: Best view : RNASeq_ +2016-08-19 11:49:30,683 DEBUG: Start: Iteration 382 +2016-08-19 11:49:30,983 DEBUG: View 0 : 0.597248378322 +2016-08-19 11:49:30,993 DEBUG: View 1 : 0.648841354724 +2016-08-19 11:49:31,250 DEBUG: View 3 : 0.500941306755 +2016-08-19 11:49:31,351 DEBUG: View 2 : 0.539245841877 +2016-08-19 11:49:31,629 DEBUG: View 4 : 0.544549712582 +2016-08-19 11:49:33,088 DEBUG: Best view : MiRNA__ +2016-08-19 11:49:33,191 DEBUG: Start: Iteration 383 +2016-08-19 11:49:33,430 DEBUG: View 0 : 0.576852866009 +2016-08-19 11:49:33,441 DEBUG: View 1 : 0.736658580958 +2016-08-19 11:49:33,694 DEBUG: View 3 : 0.65124771759 +2016-08-19 11:49:33,795 DEBUG: View 2 : 0.563513867085 +2016-08-19 11:49:34,073 DEBUG: View 4 : 0.552368657387 +2016-08-19 11:49:35,590 DEBUG: Best view : MiRNA__ +2016-08-19 11:49:35,694 DEBUG: Start: Iteration 384 +2016-08-19 11:49:35,982 DEBUG: View 0 : 0.595786963434 +2016-08-19 11:49:35,996 DEBUG: View 1 : 0.633333333333 +2016-08-19 11:49:36,255 DEBUG: View 3 : 0.466042154567 +2016-08-19 11:49:36,357 DEBUG: View 2 : 0.577701224847 +2016-08-19 11:49:36,631 DEBUG: View 4 : 0.558807134894 +2016-08-19 11:49:38,151 DEBUG: Best view : MiRNA__ +2016-08-19 11:49:38,256 DEBUG: Start: Iteration 385 +2016-08-19 11:49:38,498 DEBUG: View 0 : 0.530116959064 +2016-08-19 11:49:38,510 DEBUG: View 1 : 0.634659090909 +2016-08-19 11:49:38,769 DEBUG: View 3 : 0.519860769861 +2016-08-19 11:49:38,872 DEBUG: View 2 : 0.634659090909 +2016-08-19 11:49:39,155 DEBUG: View 4 : 0.498092816275 +2016-08-19 11:49:40,686 DEBUG: Best view : RNASeq_ +2016-08-19 11:49:40,792 DEBUG: Start: Iteration 386 +2016-08-19 11:49:41,041 DEBUG: View 0 : 0.500366568915 +2016-08-19 11:49:41,053 DEBUG: View 1 : 0.703214578215 +2016-08-19 11:49:41,306 DEBUG: View 3 : 0.556582689963 +2016-08-19 11:49:41,410 DEBUG: View 2 : 0.570792383292 +2016-08-19 11:49:41,684 DEBUG: View 4 : 0.62537055336 +2016-08-19 11:49:43,190 DEBUG: Best view : MiRNA__ +2016-08-19 11:49:43,294 DEBUG: Start: Iteration 387 +2016-08-19 11:49:43,530 DEBUG: View 0 : 0.593144560358 +2016-08-19 11:49:43,541 DEBUG: View 1 : 0.461982834507 +2016-08-19 11:49:43,810 DEBUG: View 3 : 0.55249745158 +2016-08-19 11:49:43,916 DEBUG: View 2 : 0.522992159356 +2016-08-19 11:49:44,192 DEBUG: View 4 : 0.522080536913 +2016-08-19 11:49:45,714 DEBUG: Best view : Clinic_ +2016-08-19 11:49:45,819 DEBUG: Start: Iteration 388 +2016-08-19 11:49:46,113 DEBUG: View 0 : 0.47644361059 +2016-08-19 11:49:46,123 DEBUG: View 1 : 0.558438818565 +2016-08-19 11:49:46,386 DEBUG: View 3 : 0.612561425061 +2016-08-19 11:49:46,505 DEBUG: View 2 : 0.525752314815 +2016-08-19 11:49:46,781 DEBUG: View 4 : 0.568351424695 +2016-08-19 11:49:48,260 DEBUG: Best view : Clinic_ +2016-08-19 11:49:48,368 DEBUG: Start: Iteration 389 +2016-08-19 11:49:48,657 DEBUG: View 0 : 0.483879841549 +2016-08-19 11:49:48,669 DEBUG: View 1 : 0.557692307692 +2016-08-19 11:49:48,925 DEBUG: View 3 : 0.629348705502 +2016-08-19 11:49:49,024 DEBUG: View 2 : 0.568231292517 +2016-08-19 11:49:49,301 DEBUG: View 4 : 0.579723791588 +2016-08-19 11:49:50,815 DEBUG: Best view : Clinic_ +2016-08-19 11:49:50,925 DEBUG: Start: Iteration 390 +2016-08-19 11:49:51,210 DEBUG: View 0 : 0.501442307692 +2016-08-19 11:49:51,222 DEBUG: View 1 : 0.509582256675 +2016-08-19 11:49:51,480 DEBUG: View 3 : 0.625362318841 +2016-08-19 11:49:51,581 DEBUG: View 2 : 0.616726618705 +2016-08-19 11:49:51,866 DEBUG: View 4 : 0.516725352113 +2016-08-19 11:49:53,356 DEBUG: Best view : Clinic_ +2016-08-19 11:49:53,462 DEBUG: Start: Iteration 391 +2016-08-19 11:49:53,759 DEBUG: View 0 : 0.601759530792 +2016-08-19 11:49:53,769 DEBUG: View 1 : 0.64649122807 +2016-08-19 11:49:54,021 DEBUG: View 3 : 0.578856328856 +2016-08-19 11:49:54,124 DEBUG: View 2 : 0.557074340528 +2016-08-19 11:49:54,393 DEBUG: View 4 : 0.531120078259 +2016-08-19 11:49:55,906 DEBUG: Best view : Methyl_ +2016-08-19 11:49:56,013 DEBUG: Start: Iteration 392 +2016-08-19 11:49:56,247 DEBUG: View 0 : 0.490298507463 +2016-08-19 11:49:56,257 DEBUG: View 1 : 0.740792262851 +2016-08-19 11:49:56,517 DEBUG: View 3 : 0.532212028542 +2016-08-19 11:49:56,645 DEBUG: View 2 : 0.491641182467 +2016-08-19 11:49:56,929 DEBUG: View 4 : 0.536575481256 +2016-08-19 11:49:58,453 DEBUG: Best view : MiRNA__ +2016-08-19 11:49:58,561 DEBUG: Start: Iteration 393 +2016-08-19 11:49:58,792 DEBUG: View 0 : 0.425683890578 +2016-08-19 11:49:58,803 DEBUG: View 1 : 0.588231236203 +2016-08-19 11:49:59,056 DEBUG: View 3 : 0.527673855634 +2016-08-19 11:49:59,158 DEBUG: View 2 : 0.555453656151 +2016-08-19 11:49:59,435 DEBUG: View 4 : 0.53835978836 +2016-08-19 11:50:01,015 DEBUG: Best view : MiRNA__ +2016-08-19 11:50:01,122 DEBUG: Start: Iteration 394 +2016-08-19 11:50:01,419 DEBUG: View 0 : 0.420321637427 +2016-08-19 11:50:01,431 DEBUG: View 1 : 0.652937788018 +2016-08-19 11:50:01,683 DEBUG: View 3 : 0.594230769231 +2016-08-19 11:50:01,787 DEBUG: View 2 : 0.566246253746 +2016-08-19 11:50:02,056 DEBUG: View 4 : 0.469117647059 +2016-08-19 11:50:03,577 DEBUG: Best view : MiRNA__ +2016-08-19 11:50:03,684 DEBUG: Start: Iteration 395 +2016-08-19 11:50:03,917 DEBUG: View 0 : 0.580898762426 +2016-08-19 11:50:03,928 DEBUG: View 1 : 0.692399216125 +2016-08-19 11:50:04,184 DEBUG: View 3 : 0.588527077498 +2016-08-19 11:50:04,291 DEBUG: View 2 : 0.517443655449 +2016-08-19 11:50:04,572 DEBUG: View 4 : 0.523365978284 +2016-08-19 11:50:06,135 DEBUG: Best view : MiRNA__ +2016-08-19 11:50:06,243 DEBUG: Start: Iteration 396 +2016-08-19 11:50:06,548 DEBUG: View 0 : 0.582995951417 +2016-08-19 11:50:06,559 DEBUG: View 1 : 0.645527859238 +2016-08-19 11:50:06,812 DEBUG: View 3 : 0.539465408805 +2016-08-19 11:50:06,913 DEBUG: View 2 : 0.580594441063 +2016-08-19 11:50:07,192 DEBUG: View 4 : 0.474379546427 +2016-08-19 11:50:08,714 DEBUG: Best view : MiRNA__ +2016-08-19 11:50:08,826 DEBUG: Start: Iteration 397 +2016-08-19 11:50:09,081 DEBUG: View 0 : 0.622891423141 +2016-08-19 11:50:09,092 DEBUG: View 1 : 0.732908576052 +2016-08-19 11:50:09,346 DEBUG: View 3 : 0.496464646465 +2016-08-19 11:50:09,449 DEBUG: View 2 : 0.572782874618 +2016-08-19 11:50:09,723 DEBUG: View 4 : 0.588464696223 +2016-08-19 11:50:11,293 DEBUG: Best view : MiRNA__ +2016-08-19 11:50:11,402 DEBUG: Start: Iteration 398 +2016-08-19 11:50:11,639 DEBUG: View 0 : 0.534079903148 +2016-08-19 11:50:11,650 DEBUG: View 1 : 0.60919797257 +2016-08-19 11:50:11,916 DEBUG: View 3 : 0.521125143513 +2016-08-19 11:50:12,021 DEBUG: View 2 : 0.523307264869 +2016-08-19 11:50:12,300 DEBUG: View 4 : 0.593068297655 +2016-08-19 11:50:13,888 DEBUG: Best view : MiRNA__ +2016-08-19 11:50:13,999 DEBUG: Start: Iteration 399 +2016-08-19 11:50:14,232 DEBUG: View 0 : 0.593595479162 +2016-08-19 11:50:14,244 DEBUG: View 1 : 0.632011605416 +2016-08-19 11:50:14,497 DEBUG: View 3 : 0.614086687307 +2016-08-19 11:50:14,600 DEBUG: View 2 : 0.61628760088 +2016-08-19 11:50:14,880 DEBUG: View 4 : 0.587209302326 +2016-08-19 11:50:16,465 DEBUG: Best view : RNASeq_ +2016-08-19 11:50:16,575 DEBUG: Start: Iteration 400 +2016-08-19 11:50:16,820 DEBUG: View 0 : 0.473740349451 +2016-08-19 11:50:16,832 DEBUG: View 1 : 0.501333926189 +2016-08-19 11:50:17,089 DEBUG: View 3 : 0.671652118373 +2016-08-19 11:50:17,193 DEBUG: View 2 : 0.584086134454 +2016-08-19 11:50:17,476 DEBUG: View 4 : 0.563791874555 +2016-08-19 11:50:19,034 DEBUG: Best view : Clinic_ +2016-08-19 11:50:19,144 DEBUG: Start: Iteration 401 +2016-08-19 11:50:19,443 DEBUG: View 0 : 0.634659090909 +2016-08-19 11:50:19,453 DEBUG: View 1 : 0.397850020773 +2016-08-19 11:50:19,706 DEBUG: View 3 : 0.637386018237 +2016-08-19 11:50:19,809 DEBUG: View 2 : 0.563791874555 +2016-08-19 11:50:20,083 DEBUG: View 4 : 0.538196125908 +2016-08-19 11:50:21,623 DEBUG: Best view : Clinic_ +2016-08-19 11:50:21,733 DEBUG: Start: Iteration 402 +2016-08-19 11:50:22,034 DEBUG: View 0 : 0.574708127526 +2016-08-19 11:50:22,044 DEBUG: View 1 : 0.738196555218 +2016-08-19 11:50:22,299 DEBUG: View 3 : 0.521096345515 +2016-08-19 11:50:22,403 DEBUG: View 2 : 0.541396103896 +2016-08-19 11:50:22,675 DEBUG: View 4 : 0.559391872691 +2016-08-19 11:50:24,198 DEBUG: Best view : MiRNA__ +2016-08-19 11:50:24,309 DEBUG: Start: Iteration 403 +2016-08-19 11:50:24,557 DEBUG: View 0 : 0.474734371139 +2016-08-19 11:50:24,570 DEBUG: View 1 : 0.762865497076 +2016-08-19 11:50:24,822 DEBUG: View 3 : 0.560812214375 +2016-08-19 11:50:24,924 DEBUG: View 2 : 0.529789084584 +2016-08-19 11:50:25,203 DEBUG: View 4 : 0.491203703704 +2016-08-19 11:50:26,773 DEBUG: Best view : MiRNA__ +2016-08-19 11:50:26,881 DEBUG: Start: Iteration 404 +2016-08-19 11:50:27,196 DEBUG: View 0 : 0.574316109422 +2016-08-19 11:50:27,207 DEBUG: View 1 : 0.714478764479 +2016-08-19 11:50:27,465 DEBUG: View 3 : 0.490012106538 +2016-08-19 11:50:27,595 DEBUG: View 2 : 0.59013391923 +2016-08-19 11:50:27,871 DEBUG: View 4 : 0.518859452178 +2016-08-19 11:50:29,459 DEBUG: Best view : MiRNA__ +2016-08-19 11:50:29,570 DEBUG: Start: Iteration 405 +2016-08-19 11:50:29,813 DEBUG: View 0 : 0.501442307692 +2016-08-19 11:50:29,825 DEBUG: View 1 : 0.591096403596 +2016-08-19 11:50:30,081 DEBUG: View 3 : 0.629874722166 +2016-08-19 11:50:30,186 DEBUG: View 2 : 0.602402745995 +2016-08-19 11:50:30,463 DEBUG: View 4 : 0.523546032494 +2016-08-19 11:50:32,072 DEBUG: Best view : Clinic_ +2016-08-19 11:50:32,183 DEBUG: Start: Iteration 406 +2016-08-19 11:50:32,426 DEBUG: View 0 : 0.553218390805 +2016-08-19 11:50:32,436 DEBUG: View 1 : 0.734400753473 +2016-08-19 11:50:32,688 DEBUG: View 3 : 0.521591828479 +2016-08-19 11:50:32,791 DEBUG: View 2 : 0.582002457002 +2016-08-19 11:50:33,067 DEBUG: View 4 : 0.539193729003 +2016-08-19 11:50:34,694 DEBUG: Best view : MiRNA__ +2016-08-19 11:50:34,809 DEBUG: Start: Iteration 407 +2016-08-19 11:50:35,048 DEBUG: View 0 : 0.472396650968 +2016-08-19 11:50:35,059 DEBUG: View 1 : 0.730138169257 +2016-08-19 11:50:35,313 DEBUG: View 3 : 0.505720122574 +2016-08-19 11:50:35,412 DEBUG: View 2 : 0.544072948328 +2016-08-19 11:50:35,694 DEBUG: View 4 : 0.564709467696 +2016-08-19 11:50:37,298 DEBUG: Best view : MiRNA__ +2016-08-19 11:50:37,413 DEBUG: Start: Iteration 408 +2016-08-19 11:50:37,661 DEBUG: View 0 : 0.478407836645 +2016-08-19 11:50:37,670 DEBUG: View 1 : 0.609278350515 +2016-08-19 11:50:37,928 DEBUG: View 3 : 0.552876202975 +2016-08-19 11:50:38,070 DEBUG: View 2 : 0.566819772528 +2016-08-19 11:50:38,345 DEBUG: View 4 : 0.502182243986 +2016-08-19 11:50:39,958 DEBUG: Best view : RNASeq_ +2016-08-19 11:50:40,082 DEBUG: Start: Iteration 409 +2016-08-19 11:50:40,329 DEBUG: View 0 : 0.504821837202 +2016-08-19 11:50:40,341 DEBUG: View 1 : 0.67563361494 +2016-08-19 11:50:40,603 DEBUG: View 3 : 0.590687766281 +2016-08-19 11:50:40,705 DEBUG: View 2 : 0.4757012394 +2016-08-19 11:50:40,987 DEBUG: View 4 : 0.580935251799 +2016-08-19 11:50:42,612 DEBUG: Best view : MiRNA__ +2016-08-19 11:50:42,738 DEBUG: Start: Iteration 410 +2016-08-19 11:50:43,029 DEBUG: View 0 : 0.786018237082 +2016-08-19 11:50:43,039 DEBUG: View 1 : 0.633333333333 +2016-08-19 11:50:43,293 DEBUG: View 3 : 0.658380237649 +2016-08-19 11:50:43,395 DEBUG: View 2 : 0.522570850202 +2016-08-19 11:50:43,678 DEBUG: View 4 : 0.501531058618 +2016-08-19 11:50:45,262 DEBUG: Best view : Methyl_ +2016-08-19 11:50:45,387 DEBUG: Start: Iteration 411 +2016-08-19 11:50:45,694 DEBUG: View 0 : 0.47456663825 +2016-08-19 11:50:45,706 DEBUG: View 1 : 0.38748564868 +2016-08-19 11:50:45,962 DEBUG: View 3 : 0.579787234043 +2016-08-19 11:50:46,072 DEBUG: View 2 : 0.604559270517 +2016-08-19 11:50:46,354 DEBUG: View 4 : 0.608969263381 +2016-08-19 11:50:48,045 DEBUG: Best view : MRNASeq +2016-08-19 11:50:48,172 DEBUG: Start: Iteration 412 +2016-08-19 11:50:48,408 DEBUG: View 0 : 0.523365978284 +2016-08-19 11:50:48,421 DEBUG: View 1 : 0.567365269461 +2016-08-19 11:50:48,680 DEBUG: View 3 : 0.55312150056 +2016-08-19 11:50:48,782 DEBUG: View 2 : 0.523860837438 +2016-08-19 11:50:49,058 DEBUG: View 4 : 0.503344481605 +2016-08-19 11:50:50,724 DEBUG: Best view : Clinic_ +2016-08-19 11:50:50,851 DEBUG: Start: Iteration 413 +2016-08-19 11:50:51,156 DEBUG: View 0 : 0.56414922657 +2016-08-19 11:50:51,166 DEBUG: View 1 : 0.814432989691 +2016-08-19 11:50:51,426 DEBUG: View 3 : 0.598426150121 +2016-08-19 11:50:51,552 DEBUG: View 2 : 0.542279411765 +2016-08-19 11:50:51,821 DEBUG: View 4 : 0.567510548523 +2016-08-19 11:50:53,501 DEBUG: Best view : Clinic_ +2016-08-19 11:50:53,626 DEBUG: Start: Iteration 414 +2016-08-19 11:50:53,882 DEBUG: View 0 : 0.490859991691 +2016-08-19 11:50:53,893 DEBUG: View 1 : 0.58909789644 +2016-08-19 11:50:54,149 DEBUG: View 3 : 0.586917181179 +2016-08-19 11:50:54,257 DEBUG: View 2 : 0.587170087977 +2016-08-19 11:50:54,540 DEBUG: View 4 : 0.584586466165 +2016-08-19 11:50:56,168 DEBUG: Best view : Clinic_ +2016-08-19 11:50:56,280 DEBUG: Start: Iteration 415 +2016-08-19 11:50:56,576 DEBUG: View 0 : 0.575704598432 +2016-08-19 11:50:56,588 DEBUG: View 1 : 0.825173611111 +2016-08-19 11:50:56,843 DEBUG: View 3 : 0.634711332858 +2016-08-19 11:50:56,947 DEBUG: View 2 : 0.560785767235 +2016-08-19 11:50:57,224 DEBUG: View 4 : 0.568732193732 +2016-08-19 11:50:58,815 DEBUG: Best view : MiRNA__ +2016-08-19 11:50:58,929 DEBUG: Start: Iteration 416 +2016-08-19 11:50:59,217 DEBUG: View 0 : 0.470037453184 +2016-08-19 11:50:59,228 DEBUG: View 1 : 0.391649797571 +2016-08-19 11:50:59,480 DEBUG: View 3 : 0.481119199272 +2016-08-19 11:50:59,583 DEBUG: View 2 : 0.581011351909 +2016-08-19 11:50:59,859 DEBUG: View 4 : 0.518849206349 +2016-08-19 11:51:01,428 DEBUG: Best view : RNASeq_ +2016-08-19 11:51:01,541 DEBUG: Start: Iteration 417 +2016-08-19 11:51:01,795 DEBUG: View 0 : 0.568181818182 +2016-08-19 11:51:01,805 DEBUG: View 1 : 0.723369565217 +2016-08-19 11:51:02,058 DEBUG: View 3 : 0.612156148867 +2016-08-19 11:51:02,161 DEBUG: View 2 : 0.628973392983 +2016-08-19 11:51:02,442 DEBUG: View 4 : 0.487739112739 +2016-08-19 11:51:04,061 DEBUG: Best view : RNASeq_ +2016-08-19 11:51:04,174 DEBUG: Start: Iteration 418 +2016-08-19 11:51:04,462 DEBUG: View 0 : 0.493510928962 +2016-08-19 11:51:04,472 DEBUG: View 1 : 0.579678362573 +2016-08-19 11:51:04,733 DEBUG: View 3 : 0.52355638941 +2016-08-19 11:51:04,842 DEBUG: View 2 : 0.601547987616 +2016-08-19 11:51:05,114 DEBUG: View 4 : 0.516725352113 +2016-08-19 11:51:06,676 DEBUG: Best view : RNASeq_ +2016-08-19 11:51:06,788 DEBUG: Start: Iteration 419 +2016-08-19 11:51:07,023 DEBUG: View 0 : 0.502083976536 +2016-08-19 11:51:07,035 DEBUG: View 1 : 0.644214162349 +2016-08-19 11:51:07,290 DEBUG: View 3 : 0.573059360731 +2016-08-19 11:51:07,391 DEBUG: View 2 : 0.510913978495 +2016-08-19 11:51:07,667 DEBUG: View 4 : 0.482072128414 +2016-08-19 11:51:09,309 DEBUG: Best view : Clinic_ +2016-08-19 11:51:09,422 DEBUG: Start: Iteration 420 +2016-08-19 11:51:09,712 DEBUG: View 0 : 0.487901402081 +2016-08-19 11:51:09,722 DEBUG: View 1 : 0.416322047041 +2016-08-19 11:51:09,975 DEBUG: View 3 : 0.645570906136 +2016-08-19 11:51:10,074 DEBUG: View 2 : 0.590687766281 +2016-08-19 11:51:10,352 DEBUG: View 4 : 0.591954022989 +2016-08-19 11:51:11,947 DEBUG: Best view : Clinic_ +2016-08-19 11:51:12,062 DEBUG: Start: Iteration 421 +2016-08-19 11:51:12,326 DEBUG: View 0 : 0.602714600147 +2016-08-19 11:51:12,337 DEBUG: View 1 : 0.413908872902 +2016-08-19 11:51:12,592 DEBUG: View 3 : 0.604120811934 +2016-08-19 11:51:12,697 DEBUG: View 2 : 0.522080536913 +2016-08-19 11:51:12,972 DEBUG: View 4 : 0.549454435239 +2016-08-19 11:51:14,598 DEBUG: Best view : Clinic_ +2016-08-19 11:51:14,716 DEBUG: Start: Iteration 422 +2016-08-19 11:51:15,014 DEBUG: View 0 : 0.589111453518 +2016-08-19 11:51:15,024 DEBUG: View 1 : 0.576119724376 +2016-08-19 11:51:15,279 DEBUG: View 3 : 0.552757427757 +2016-08-19 11:51:15,385 DEBUG: View 2 : 0.598426150121 +2016-08-19 11:51:15,660 DEBUG: View 4 : 0.554023461618 +2016-08-19 11:51:17,255 DEBUG: Best view : RNASeq_ +2016-08-19 11:51:17,369 DEBUG: Start: Iteration 423 +2016-08-19 11:51:17,610 DEBUG: View 0 : 0.402751621678 +2016-08-19 11:51:17,620 DEBUG: View 1 : 0.593535353535 +2016-08-19 11:51:17,872 DEBUG: View 3 : 0.680529399456 +2016-08-19 11:51:17,971 DEBUG: View 2 : 0.536216216216 +2016-08-19 11:51:18,246 DEBUG: View 4 : 0.545254333618 +2016-08-19 11:51:19,900 DEBUG: Best view : Clinic_ +2016-08-19 11:51:20,015 DEBUG: Start: Iteration 424 +2016-08-19 11:51:20,255 DEBUG: View 0 : 0.623366013072 +2016-08-19 11:51:20,266 DEBUG: View 1 : 0.483095238095 +2016-08-19 11:51:20,522 DEBUG: View 3 : 0.570754716981 +2016-08-19 11:51:20,624 DEBUG: View 2 : 0.557222222222 +2016-08-19 11:51:20,893 DEBUG: View 4 : 0.500472689076 +2016-08-19 11:51:22,551 DEBUG: Best view : Methyl_ +2016-08-19 11:51:22,665 DEBUG: Start: Iteration 425 +2016-08-19 11:51:22,924 DEBUG: View 0 : 0.751467710372 +2016-08-19 11:51:22,934 DEBUG: View 1 : 0.59 +2016-08-19 11:51:23,195 DEBUG: View 3 : 0.615763546798 +2016-08-19 11:51:23,298 DEBUG: View 2 : 0.540262767535 +2016-08-19 11:51:23,564 DEBUG: View 4 : 0.546373850868 +2016-08-19 11:51:25,206 DEBUG: Best view : Methyl_ +2016-08-19 11:51:25,322 DEBUG: Start: Iteration 426 +2016-08-19 11:51:25,587 DEBUG: View 0 : 0.514236111111 +2016-08-19 11:51:25,600 DEBUG: View 1 : 0.582925586137 +2016-08-19 11:51:25,854 DEBUG: View 3 : 0.658506944444 +2016-08-19 11:51:25,966 DEBUG: View 2 : 0.597877846791 +2016-08-19 11:51:26,235 DEBUG: View 4 : 0.545254333618 +2016-08-19 11:51:27,883 DEBUG: Best view : Clinic_ +2016-08-19 11:51:28,001 DEBUG: Start: Iteration 427 +2016-08-19 11:51:28,245 DEBUG: View 0 : 0.504699818072 +2016-08-19 11:51:28,256 DEBUG: View 1 : 0.460784313725 +2016-08-19 11:51:28,509 DEBUG: View 3 : 0.60479616307 +2016-08-19 11:51:28,612 DEBUG: View 2 : 0.516955498502 +2016-08-19 11:51:28,895 DEBUG: View 4 : 0.546376811594 +2016-08-19 11:51:30,572 DEBUG: Best view : Clinic_ +2016-08-19 11:51:30,687 DEBUG: Start: Iteration 428 +2016-08-19 11:51:30,932 DEBUG: View 0 : 0.523365978284 +2016-08-19 11:51:30,943 DEBUG: View 1 : 0.485828931329 +2016-08-19 11:51:31,198 DEBUG: View 3 : 0.570792383292 +2016-08-19 11:51:31,301 DEBUG: View 2 : 0.544283661741 +2016-08-19 11:51:31,575 DEBUG: View 4 : 0.53493360572 +2016-08-19 11:51:33,240 DEBUG: Best view : Clinic_ +2016-08-19 11:51:33,355 DEBUG: Start: Iteration 429 +2016-08-19 11:51:33,608 DEBUG: View 0 : 0.479500891266 +2016-08-19 11:51:33,619 DEBUG: View 1 : 0.495556690501 +2016-08-19 11:51:33,871 DEBUG: View 3 : 0.455302013423 +2016-08-19 11:51:33,972 DEBUG: View 2 : 0.571656050955 +2016-08-19 11:51:34,248 DEBUG: View 4 : 0.527886396378 +2016-08-19 11:51:35,923 DEBUG: Best view : RNASeq_ +2016-08-19 11:51:36,040 DEBUG: Start: Iteration 430 +2016-08-19 11:51:36,272 DEBUG: View 0 : 0.512449671541 +2016-08-19 11:51:36,282 DEBUG: View 1 : 0.295381231672 +2016-08-19 11:51:36,539 DEBUG: View 3 : 0.583484848485 +2016-08-19 11:51:36,641 DEBUG: View 2 : 0.595340722496 +2016-08-19 11:51:36,916 DEBUG: View 4 : 0.518971515547 +2016-08-19 11:51:38,605 DEBUG: Best view : RNASeq_ +2016-08-19 11:51:38,722 DEBUG: Start: Iteration 431 +2016-08-19 11:51:39,005 DEBUG: View 0 : 0.530116959064 +2016-08-19 11:51:39,015 DEBUG: View 1 : 0.576914098973 +2016-08-19 11:51:39,280 DEBUG: View 3 : 0.530029187247 +2016-08-19 11:51:39,421 DEBUG: View 2 : 0.52972027972 +2016-08-19 11:51:39,693 DEBUG: View 4 : 0.550497121926 +2016-08-19 11:51:41,376 DEBUG: Best view : MiRNA__ +2016-08-19 11:51:41,491 DEBUG: Start: Iteration 432 +2016-08-19 11:51:41,788 DEBUG: View 0 : 0.450148257969 +2016-08-19 11:51:41,798 DEBUG: View 1 : 0.817708333333 +2016-08-19 11:51:42,060 DEBUG: View 3 : 0.671434368026 +2016-08-19 11:51:42,161 DEBUG: View 2 : 0.523181818182 +2016-08-19 11:51:42,437 DEBUG: View 4 : 0.560407790627 +2016-08-19 11:51:44,060 DEBUG: Best view : Clinic_ +2016-08-19 11:51:44,179 DEBUG: Start: Iteration 433 +2016-08-19 11:51:44,478 DEBUG: View 0 : 0.514437012263 +2016-08-19 11:51:44,489 DEBUG: View 1 : 0.693943943944 +2016-08-19 11:51:44,745 DEBUG: View 3 : 0.601547987616 +2016-08-19 11:51:44,847 DEBUG: View 2 : 0.558453025665 +2016-08-19 11:51:45,123 DEBUG: View 4 : 0.637662337662 +2016-08-19 11:51:46,763 DEBUG: Best view : MiRNA__ +2016-08-19 11:51:46,877 DEBUG: Start: Iteration 434 +2016-08-19 11:51:47,128 DEBUG: View 0 : 0.579430379747 +2016-08-19 11:51:47,140 DEBUG: View 1 : 0.730138169257 +2016-08-19 11:51:47,392 DEBUG: View 3 : 0.585440874915 +2016-08-19 11:51:47,495 DEBUG: View 2 : 0.45507378209 +2016-08-19 11:51:47,767 DEBUG: View 4 : 0.493226600985 +2016-08-19 11:51:49,452 DEBUG: Best view : MiRNA__ +2016-08-19 11:51:49,568 DEBUG: Start: Iteration 435 +2016-08-19 11:51:49,858 DEBUG: View 0 : 0.387248609328 +2016-08-19 11:51:49,872 DEBUG: View 1 : 0.615942028986 +2016-08-19 11:51:50,134 DEBUG: View 3 : 0.506786500367 +2016-08-19 11:51:50,238 DEBUG: View 2 : 0.533927454659 +2016-08-19 11:51:50,508 DEBUG: View 4 : 0.561916154021 +2016-08-19 11:51:52,141 DEBUG: Best view : MiRNA__ +2016-08-19 11:51:52,258 DEBUG: Start: Iteration 436 +2016-08-19 11:51:52,553 DEBUG: View 0 : 0.640621178772 +2016-08-19 11:51:52,563 DEBUG: View 1 : 0.414870689655 +2016-08-19 11:51:52,818 DEBUG: View 3 : 0.548965669014 +2016-08-19 11:51:52,916 DEBUG: View 2 : 0.58657059315 +2016-08-19 11:51:53,200 DEBUG: View 4 : 0.580977043673 +2016-08-19 11:51:54,852 DEBUG: Best view : Methyl_ +2016-08-19 11:51:54,972 DEBUG: Start: Iteration 437 +2016-08-19 11:51:55,284 DEBUG: View 0 : 0.619989451477 +2016-08-19 11:51:55,295 DEBUG: View 1 : 0.663422131148 +2016-08-19 11:51:55,550 DEBUG: View 3 : 0.644891640867 +2016-08-19 11:51:55,658 DEBUG: View 2 : 0.622818861654 +2016-08-19 11:51:55,938 DEBUG: View 4 : 0.558608058608 +2016-08-19 11:51:57,696 DEBUG: Best view : Clinic_ +2016-08-19 11:51:57,813 DEBUG: Start: Iteration 438 +2016-08-19 11:51:58,102 DEBUG: View 0 : 0.491590376836 +2016-08-19 11:51:58,113 DEBUG: View 1 : 0.721794871795 +2016-08-19 11:51:58,370 DEBUG: View 3 : 0.566819772528 +2016-08-19 11:51:58,476 DEBUG: View 2 : 0.503438013136 +2016-08-19 11:51:58,754 DEBUG: View 4 : 0.582995951417 +2016-08-19 11:52:00,418 DEBUG: Best view : MiRNA__ +2016-08-19 11:52:00,538 DEBUG: Start: Iteration 439 +2016-08-19 11:52:00,839 DEBUG: View 0 : 0.528298936836 +2016-08-19 11:52:00,849 DEBUG: View 1 : 0.297785547786 +2016-08-19 11:52:01,112 DEBUG: View 3 : 0.684371184371 +2016-08-19 11:52:01,256 DEBUG: View 2 : 0.550805255351 +2016-08-19 11:52:01,541 DEBUG: View 4 : 0.545850293985 +2016-08-19 11:52:03,255 DEBUG: Best view : Clinic_ +2016-08-19 11:52:03,374 DEBUG: Start: Iteration 440 +2016-08-19 11:52:03,669 DEBUG: View 0 : 0.473740349451 +2016-08-19 11:52:03,680 DEBUG: View 1 : 0.632011605416 +2016-08-19 11:52:03,934 DEBUG: View 3 : 0.491695804196 +2016-08-19 11:52:04,038 DEBUG: View 2 : 0.530965851687 +2016-08-19 11:52:04,311 DEBUG: View 4 : 0.539465408805 +2016-08-19 11:52:06,031 DEBUG: Best view : MiRNA__ +2016-08-19 11:52:06,148 DEBUG: Start: Iteration 441 +2016-08-19 11:52:06,387 DEBUG: View 0 : 0.38751557956 +2016-08-19 11:52:06,398 DEBUG: View 1 : 0.39080202743 +2016-08-19 11:52:06,658 DEBUG: View 3 : 0.640321086755 +2016-08-19 11:52:06,766 DEBUG: View 2 : 0.583876929767 +2016-08-19 11:52:07,044 DEBUG: View 4 : 0.582604663487 +2016-08-19 11:52:08,777 DEBUG: Best view : Clinic_ +2016-08-19 11:52:08,897 DEBUG: Start: Iteration 442 +2016-08-19 11:52:09,130 DEBUG: View 0 : 0.506878306878 +2016-08-19 11:52:09,143 DEBUG: View 1 : 0.640215716487 +2016-08-19 11:52:09,397 DEBUG: View 3 : 0.564698867024 +2016-08-19 11:52:09,498 DEBUG: View 2 : 0.55772972973 +2016-08-19 11:52:09,780 DEBUG: View 4 : 0.536199654065 +2016-08-19 11:52:11,562 DEBUG: Best view : Clinic_ +2016-08-19 11:52:11,681 DEBUG: Start: Iteration 443 +2016-08-19 11:52:11,989 DEBUG: View 0 : 0.521282973621 +2016-08-19 11:52:12,000 DEBUG: View 1 : 0.409453652548 +2016-08-19 11:52:12,258 DEBUG: View 3 : 0.579787234043 +2016-08-19 11:52:12,387 DEBUG: View 2 : 0.55772972973 +2016-08-19 11:52:12,665 DEBUG: View 4 : 0.570754716981 +2016-08-19 11:52:14,442 DEBUG: Best view : Clinic_ +2016-08-19 11:52:14,569 DEBUG: Start: Iteration 444 +2016-08-19 11:52:14,867 DEBUG: View 0 : 0.577264808362 +2016-08-19 11:52:14,876 DEBUG: View 1 : 0.585129310345 +2016-08-19 11:52:15,137 DEBUG: View 3 : 0.598279352227 +2016-08-19 11:52:15,244 DEBUG: View 2 : 0.546518987342 +2016-08-19 11:52:15,530 DEBUG: View 4 : 0.531827731092 +2016-08-19 11:52:17,331 DEBUG: Best view : Clinic_ +2016-08-19 11:52:17,452 DEBUG: Start: Iteration 445 +2016-08-19 11:52:17,687 DEBUG: View 0 : 0.432430963253 +2016-08-19 11:52:17,699 DEBUG: View 1 : 0.643142935982 +2016-08-19 11:52:17,963 DEBUG: View 3 : 0.530029187247 +2016-08-19 11:52:18,106 DEBUG: View 2 : 0.622151563328 +2016-08-19 11:52:18,377 DEBUG: View 4 : 0.492251950948 +2016-08-19 11:52:20,159 DEBUG: Best view : MiRNA__ +2016-08-19 11:52:20,282 DEBUG: Start: Iteration 446 +2016-08-19 11:52:20,582 DEBUG: View 0 : 0.603130016051 +2016-08-19 11:52:20,592 DEBUG: View 1 : 0.553218390805 +2016-08-19 11:52:20,860 DEBUG: View 3 : 0.533957845433 +2016-08-19 11:52:20,966 DEBUG: View 2 : 0.519401444788 +2016-08-19 11:52:21,248 DEBUG: View 4 : 0.594344344344 +2016-08-19 11:52:23,065 DEBUG: Best view : MRNASeq +2016-08-19 11:52:23,185 DEBUG: Start: Iteration 447 +2016-08-19 11:52:23,480 DEBUG: View 0 : 0.501135190918 +2016-08-19 11:52:23,490 DEBUG: View 1 : 0.527493169399 +2016-08-19 11:52:23,761 DEBUG: View 3 : 0.622518159806 +2016-08-19 11:52:23,864 DEBUG: View 2 : 0.5242987606 +2016-08-19 11:52:24,137 DEBUG: View 4 : 0.478387096774 +2016-08-19 11:52:25,815 DEBUG: Best view : Clinic_ +2016-08-19 11:52:25,936 DEBUG: Start: Iteration 448 +2016-08-19 11:52:26,164 DEBUG: View 0 : 0.469232596816 +2016-08-19 11:52:26,176 DEBUG: View 1 : 0.539909015715 +2016-08-19 11:52:26,436 DEBUG: View 3 : 0.559391872691 +2016-08-19 11:52:26,568 DEBUG: View 2 : 0.556625258799 +2016-08-19 11:52:26,839 DEBUG: View 4 : 0.569313663946 +2016-08-19 11:52:28,553 DEBUG: Best view : Clinic_ +2016-08-19 11:52:28,674 DEBUG: Start: Iteration 449 +2016-08-19 11:52:28,967 DEBUG: View 0 : 0.534079903148 +2016-08-19 11:52:28,979 DEBUG: View 1 : 0.689136125654 +2016-08-19 11:52:29,233 DEBUG: View 3 : 0.565696381645 +2016-08-19 11:52:29,337 DEBUG: View 2 : 0.580935251799 +2016-08-19 11:52:29,619 DEBUG: View 4 : 0.550618786772 +2016-08-19 11:52:31,337 DEBUG: Best view : RNASeq_ +2016-08-19 11:52:31,461 DEBUG: Start: Iteration 450 +2016-08-19 11:52:31,716 DEBUG: View 0 : 0.413908872902 +2016-08-19 11:52:31,726 DEBUG: View 1 : 0.539215686275 +2016-08-19 11:52:31,980 DEBUG: View 3 : 0.491203703704 +2016-08-19 11:52:32,082 DEBUG: View 2 : 0.548791946309 +2016-08-19 11:52:32,358 DEBUG: View 4 : 0.53211517165 +2016-08-19 11:52:34,088 DEBUG: Best view : RNASeq_ +2016-08-19 11:52:34,210 DEBUG: Start: Iteration 451 +2016-08-19 11:52:34,499 DEBUG: View 0 : 0.459931972789 +2016-08-19 11:52:34,511 DEBUG: View 1 : 0.71460877431 +2016-08-19 11:52:34,764 DEBUG: View 3 : 0.574334140436 +2016-08-19 11:52:34,867 DEBUG: View 2 : 0.55278340081 +2016-08-19 11:52:35,138 DEBUG: View 4 : 0.546373850868 +2016-08-19 11:52:36,837 DEBUG: Best view : MiRNA__ +2016-08-19 11:52:36,958 DEBUG: Start: Iteration 452 +2016-08-19 11:52:37,182 DEBUG: View 0 : 0.571335078534 +2016-08-19 11:52:37,193 DEBUG: View 1 : 0.583897485493 +2016-08-19 11:52:37,448 DEBUG: View 3 : 0.561916154021 +2016-08-19 11:52:37,550 DEBUG: View 2 : 0.581481096801 +2016-08-19 11:52:37,824 DEBUG: View 4 : 0.530882352941 +2016-08-19 11:52:39,599 DEBUG: Best view : Clinic_ +2016-08-19 11:52:39,721 DEBUG: Start: Iteration 453 +2016-08-19 11:52:39,980 DEBUG: View 0 : 0.576511503478 +2016-08-19 11:52:39,990 DEBUG: View 1 : 0.602149979227 +2016-08-19 11:52:40,249 DEBUG: View 3 : 0.594344344344 +2016-08-19 11:52:40,353 DEBUG: View 2 : 0.601090700344 +2016-08-19 11:52:40,634 DEBUG: View 4 : 0.561916154021 +2016-08-19 11:52:42,406 DEBUG: Best view : RNASeq_ +2016-08-19 11:52:42,531 DEBUG: Start: Iteration 454 +2016-08-19 11:52:42,762 DEBUG: View 0 : 0.471014492754 +2016-08-19 11:52:42,772 DEBUG: View 1 : 0.653512672299 +2016-08-19 11:52:43,028 DEBUG: View 3 : 0.568066801619 +2016-08-19 11:52:43,131 DEBUG: View 2 : 0.562237394958 +2016-08-19 11:52:43,403 DEBUG: View 4 : 0.534154040404 +2016-08-19 11:52:45,174 DEBUG: Best view : MiRNA__ +2016-08-19 11:52:45,295 DEBUG: Start: Iteration 455 +2016-08-19 11:52:45,544 DEBUG: View 0 : 0.525729790419 +2016-08-19 11:52:45,555 DEBUG: View 1 : 0.454902962206 +2016-08-19 11:52:45,809 DEBUG: View 3 : 0.55710085934 +2016-08-19 11:52:45,908 DEBUG: View 2 : 0.559531450578 +2016-08-19 11:52:46,190 DEBUG: View 4 : 0.57307882382 +2016-08-19 11:52:47,999 DEBUG: Best view : MRNASeq +2016-08-19 11:52:48,128 DEBUG: Start: Iteration 456 +2016-08-19 11:52:48,421 DEBUG: View 0 : 0.584586466165 +2016-08-19 11:52:48,431 DEBUG: View 1 : 0.642006802721 +2016-08-19 11:52:48,690 DEBUG: View 3 : 0.60210312076 +2016-08-19 11:52:48,801 DEBUG: View 2 : 0.586917181179 +2016-08-19 11:52:49,088 DEBUG: View 4 : 0.480525550478 +2016-08-19 11:52:50,881 DEBUG: Best view : Clinic_ +2016-08-19 11:52:51,003 DEBUG: Start: Iteration 457 +2016-08-19 11:52:51,233 DEBUG: View 0 : 0.532803334362 +2016-08-19 11:52:51,245 DEBUG: View 1 : 0.575503355705 +2016-08-19 11:52:51,499 DEBUG: View 3 : 0.615942028986 +2016-08-19 11:52:51,605 DEBUG: View 2 : 0.601090700344 +2016-08-19 11:52:51,880 DEBUG: View 4 : 0.560606060606 +2016-08-19 11:52:53,711 DEBUG: Best view : Clinic_ +2016-08-19 11:52:53,835 DEBUG: Start: Iteration 458 +2016-08-19 11:52:54,084 DEBUG: View 0 : 0.511932938856 +2016-08-19 11:52:54,095 DEBUG: View 1 : 0.675829997645 +2016-08-19 11:52:54,352 DEBUG: View 3 : 0.590852555405 +2016-08-19 11:52:54,455 DEBUG: View 2 : 0.55312150056 +2016-08-19 11:52:54,733 DEBUG: View 4 : 0.529349363508 +2016-08-19 11:52:56,495 DEBUG: Best view : MiRNA__ +2016-08-19 11:52:56,618 DEBUG: Start: Iteration 459 +2016-08-19 11:52:56,915 DEBUG: View 0 : 0.491590376836 +2016-08-19 11:52:56,924 DEBUG: View 1 : 0.547953216374 +2016-08-19 11:52:57,177 DEBUG: View 3 : 0.622095959596 +2016-08-19 11:52:57,278 DEBUG: View 2 : 0.496442770454 +2016-08-19 11:52:57,553 DEBUG: View 4 : 0.538784385113 +2016-08-19 11:52:59,287 DEBUG: Best view : Clinic_ +2016-08-19 11:52:59,409 DEBUG: Start: Iteration 460 +2016-08-19 11:52:59,643 DEBUG: View 0 : 0.485023534446 +2016-08-19 11:52:59,655 DEBUG: View 1 : 0.808080808081 +2016-08-19 11:52:59,910 DEBUG: View 3 : 0.610472154964 +2016-08-19 11:53:00,014 DEBUG: View 2 : 0.582432718796 +2016-08-19 11:53:00,295 DEBUG: View 4 : 0.454420579421 +2016-08-19 11:53:02,081 DEBUG: Best view : Clinic_ +2016-08-19 11:53:02,206 DEBUG: Start: Iteration 461 +2016-08-19 11:53:02,432 DEBUG: View 0 : 0.48099078341 +2016-08-19 11:53:02,444 DEBUG: View 1 : 0.552062031357 +2016-08-19 11:53:02,695 DEBUG: View 3 : 0.47456663825 +2016-08-19 11:53:02,799 DEBUG: View 2 : 0.585376344086 +2016-08-19 11:53:03,075 DEBUG: View 4 : 0.557014767932 +2016-08-19 11:53:04,917 DEBUG: Best view : RNASeq_ +2016-08-19 11:53:05,041 DEBUG: Start: Iteration 462 +2016-08-19 11:53:05,296 DEBUG: View 0 : 0.586745526236 +2016-08-19 11:53:05,307 DEBUG: View 1 : 0.42076129815 +2016-08-19 11:53:05,565 DEBUG: View 3 : 0.547416762342 +2016-08-19 11:53:05,705 DEBUG: View 2 : 0.512260887261 +2016-08-19 11:53:05,979 DEBUG: View 4 : 0.615261883803 +2016-08-19 11:53:07,744 DEBUG: Best view : MRNASeq +2016-08-19 11:53:07,867 DEBUG: Start: Iteration 463 +2016-08-19 11:53:08,113 DEBUG: View 0 : 0.433309630232 +2016-08-19 11:53:08,125 DEBUG: View 1 : 0.557692307692 +2016-08-19 11:53:08,387 DEBUG: View 3 : 0.551971964837 +2016-08-19 11:53:08,490 DEBUG: View 2 : 0.597191011236 +2016-08-19 11:53:08,774 DEBUG: View 4 : 0.569899665552 +2016-08-19 11:53:10,562 DEBUG: Best view : RNASeq_ +2016-08-19 11:53:10,686 DEBUG: Start: Iteration 464 +2016-08-19 11:53:10,935 DEBUG: View 0 : 0.469872185027 +2016-08-19 11:53:10,946 DEBUG: View 1 : 0.811800172265 +2016-08-19 11:53:11,204 DEBUG: View 3 : 0.563383838384 +2016-08-19 11:53:11,340 DEBUG: View 2 : 0.526259650549 +2016-08-19 11:53:11,614 DEBUG: View 4 : 0.518971515547 +2016-08-19 11:53:13,385 DEBUG: Best view : MiRNA__ +2016-08-19 11:53:13,509 DEBUG: Start: Iteration 465 +2016-08-19 11:53:13,806 DEBUG: View 0 : 0.474734371139 +2016-08-19 11:53:13,817 DEBUG: View 1 : 0.517263025738 +2016-08-19 11:53:14,079 DEBUG: View 3 : 0.521282973621 +2016-08-19 11:53:14,186 DEBUG: View 2 : 0.544077134986 +2016-08-19 11:53:14,465 DEBUG: View 4 : 0.528721682848 +2016-08-19 11:53:16,243 DEBUG: Best view : Clinic_ +2016-08-19 11:53:16,367 DEBUG: Start: Iteration 466 +2016-08-19 11:53:16,612 DEBUG: View 0 : 0.449171335201 +2016-08-19 11:53:16,622 DEBUG: View 1 : 0.466029723992 +2016-08-19 11:53:16,875 DEBUG: View 3 : 0.65202020202 +2016-08-19 11:53:16,976 DEBUG: View 2 : 0.528721682848 +2016-08-19 11:53:17,251 DEBUG: View 4 : 0.56184263754 +2016-08-19 11:53:19,066 DEBUG: Best view : Clinic_ +2016-08-19 11:53:19,194 DEBUG: Start: Iteration 467 +2016-08-19 11:53:19,425 DEBUG: View 0 : 0.559523809524 +2016-08-19 11:53:19,435 DEBUG: View 1 : 0.634929715593 +2016-08-19 11:53:19,689 DEBUG: View 3 : 0.518953289313 +2016-08-19 11:53:19,794 DEBUG: View 2 : 0.55278340081 +2016-08-19 11:53:20,061 DEBUG: View 4 : 0.541334033613 +2016-08-19 11:53:21,915 DEBUG: Best view : MiRNA__ +2016-08-19 11:53:22,039 DEBUG: Start: Iteration 468 +2016-08-19 11:53:22,328 DEBUG: View 0 : 0.618692782627 +2016-08-19 11:53:22,338 DEBUG: View 1 : 0.701349654739 +2016-08-19 11:53:22,590 DEBUG: View 3 : 0.528235653236 +2016-08-19 11:53:22,692 DEBUG: View 2 : 0.532548794489 +2016-08-19 11:53:22,972 DEBUG: View 4 : 0.512260887261 +2016-08-19 11:53:24,754 DEBUG: Best view : MiRNA__ +2016-08-19 11:53:24,877 DEBUG: Start: Iteration 469 +2016-08-19 11:53:25,126 DEBUG: View 0 : 0.482432432432 +2016-08-19 11:53:25,136 DEBUG: View 1 : 0.730409663866 +2016-08-19 11:53:25,389 DEBUG: View 3 : 0.500848032564 +2016-08-19 11:53:25,493 DEBUG: View 2 : 0.495464135021 +2016-08-19 11:53:25,768 DEBUG: View 4 : 0.588582677165 +2016-08-19 11:53:27,592 DEBUG: Best view : MiRNA__ +2016-08-19 11:53:27,716 DEBUG: Start: Iteration 470 +2016-08-19 11:53:27,965 DEBUG: View 0 : 0.441102756892 +2016-08-19 11:53:27,976 DEBUG: View 1 : 0.697363083164 +2016-08-19 11:53:28,232 DEBUG: View 3 : 0.615455855114 +2016-08-19 11:53:28,337 DEBUG: View 2 : 0.553279569892 +2016-08-19 11:53:28,612 DEBUG: View 4 : 0.530127814973 +2016-08-19 11:53:30,435 DEBUG: Best view : MiRNA__ +2016-08-19 11:53:30,563 DEBUG: Start: Iteration 471 +2016-08-19 11:53:30,816 DEBUG: View 0 : 0.485763888889 +2016-08-19 11:53:30,825 DEBUG: View 1 : 0.738196555218 +2016-08-19 11:53:31,084 DEBUG: View 3 : 0.470210915416 +2016-08-19 11:53:31,217 DEBUG: View 2 : 0.573013415893 +2016-08-19 11:53:31,500 DEBUG: View 4 : 0.544298519908 +2016-08-19 11:53:33,287 DEBUG: Best view : MiRNA__ +2016-08-19 11:53:33,410 DEBUG: Start: Iteration 472 +2016-08-19 11:53:33,646 DEBUG: View 0 : 0.442780337942 +2016-08-19 11:53:33,659 DEBUG: View 1 : 0.585984281437 +2016-08-19 11:53:33,930 DEBUG: View 3 : 0.514081632653 +2016-08-19 11:53:34,030 DEBUG: View 2 : 0.544298519908 +2016-08-19 11:53:34,303 DEBUG: View 4 : 0.521182795699 +2016-08-19 11:53:36,137 DEBUG: Best view : MiRNA__ +2016-08-19 11:53:36,266 DEBUG: Start: Iteration 473 +2016-08-19 11:53:36,563 DEBUG: View 0 : 0.507468553459 +2016-08-19 11:53:36,573 DEBUG: View 1 : 0.653512672299 +2016-08-19 11:53:36,828 DEBUG: View 3 : 0.588765235824 +2016-08-19 11:53:36,932 DEBUG: View 2 : 0.499058693245 +2016-08-19 11:53:37,208 DEBUG: View 4 : 0.567569036747 +2016-08-19 11:53:39,010 DEBUG: Best view : MiRNA__ +2016-08-19 11:53:39,136 DEBUG: Start: Iteration 474 +2016-08-19 11:53:39,433 DEBUG: View 0 : 0.58552055993 +2016-08-19 11:53:39,443 DEBUG: View 1 : 0.610176282051 +2016-08-19 11:53:39,698 DEBUG: View 3 : 0.55928030303 +2016-08-19 11:53:39,800 DEBUG: View 2 : 0.558903536305 +2016-08-19 11:53:40,080 DEBUG: View 4 : 0.555639781686 +2016-08-19 11:53:41,868 DEBUG: Best view : MiRNA__ +2016-08-19 11:53:41,993 DEBUG: Start: Iteration 475 +2016-08-19 11:53:42,245 DEBUG: View 0 : 0.594364937388 +2016-08-19 11:53:42,256 DEBUG: View 1 : 0.710011574074 +2016-08-19 11:53:42,513 DEBUG: View 3 : 0.687243431856 +2016-08-19 11:53:42,618 DEBUG: View 2 : 0.536622073579 +2016-08-19 11:53:42,893 DEBUG: View 4 : 0.517927871586 +2016-08-19 11:53:44,735 DEBUG: Best view : MiRNA__ +2016-08-19 11:53:44,863 DEBUG: Start: Iteration 476 +2016-08-19 11:53:45,113 DEBUG: View 0 : 0.521577380952 +2016-08-19 11:53:45,126 DEBUG: View 1 : 0.714424651925 +2016-08-19 11:53:45,377 DEBUG: View 3 : 0.542279411765 +2016-08-19 11:53:45,479 DEBUG: View 2 : 0.578856328856 +2016-08-19 11:53:45,750 DEBUG: View 4 : 0.529789084584 +2016-08-19 11:53:47,602 DEBUG: Best view : MiRNA__ +2016-08-19 11:53:47,730 DEBUG: Start: Iteration 477 +2016-08-19 11:53:47,972 DEBUG: View 0 : 0.57828525641 +2016-08-19 11:53:47,982 DEBUG: View 1 : 0.730138169257 +2016-08-19 11:53:48,237 DEBUG: View 3 : 0.560519366197 +2016-08-19 11:53:48,345 DEBUG: View 2 : 0.487739112739 +2016-08-19 11:53:48,618 DEBUG: View 4 : 0.569875776398 +2016-08-19 11:53:50,465 DEBUG: Best view : MRNASeq +2016-08-19 11:53:50,591 DEBUG: Start: Iteration 478 +2016-08-19 11:53:50,899 DEBUG: View 0 : 0.518953289313 +2016-08-19 11:53:50,912 DEBUG: View 1 : 0.581228531016 +2016-08-19 11:53:51,166 DEBUG: View 3 : 0.591954022989 +2016-08-19 11:53:51,267 DEBUG: View 2 : 0.560519366197 +2016-08-19 11:53:51,540 DEBUG: View 4 : 0.533232323232 +2016-08-19 11:53:53,333 DEBUG: Best view : Clinic_ +2016-08-19 11:53:53,464 DEBUG: Start: Iteration 479 +2016-08-19 11:53:53,718 DEBUG: View 0 : 0.549892990904 +2016-08-19 11:53:53,728 DEBUG: View 1 : 0.637644787645 +2016-08-19 11:53:53,982 DEBUG: View 3 : 0.539463601533 +2016-08-19 11:53:54,081 DEBUG: View 2 : 0.579357798165 +2016-08-19 11:53:54,361 DEBUG: View 4 : 0.519296827642 +2016-08-19 11:53:56,182 DEBUG: Best view : MiRNA__ +2016-08-19 11:53:56,309 DEBUG: Start: Iteration 480 +2016-08-19 11:53:56,536 DEBUG: View 0 : 0.558724340176 +2016-08-19 11:53:56,548 DEBUG: View 1 : 0.712111990262 +2016-08-19 11:53:56,801 DEBUG: View 3 : 0.516955498502 +2016-08-19 11:53:56,902 DEBUG: View 2 : 0.593066801619 +2016-08-19 11:53:57,178 DEBUG: View 4 : 0.573634453782 +2016-08-19 11:53:59,039 DEBUG: Best view : MiRNA__ +2016-08-19 11:53:59,166 DEBUG: Start: Iteration 481 +2016-08-19 11:53:59,452 DEBUG: View 0 : 0.58105872622 +2016-08-19 11:53:59,464 DEBUG: View 1 : 0.583897485493 +2016-08-19 11:53:59,717 DEBUG: View 3 : 0.631284606866 +2016-08-19 11:53:59,821 DEBUG: View 2 : 0.568972491909 +2016-08-19 11:54:00,092 DEBUG: View 4 : 0.48115942029 +2016-08-19 11:54:01,897 DEBUG: Best view : Clinic_ +2016-08-19 11:54:02,025 DEBUG: Start: Iteration 482 +2016-08-19 11:54:02,259 DEBUG: View 0 : 0.516455696203 +2016-08-19 11:54:02,270 DEBUG: View 1 : 0.55868848599 +2016-08-19 11:54:02,525 DEBUG: View 3 : 0.554693877551 +2016-08-19 11:54:02,630 DEBUG: View 2 : 0.536210418795 +2016-08-19 11:54:02,904 DEBUG: View 4 : 0.535436241611 +2016-08-19 11:54:04,798 DEBUG: Best view : Clinic_ +2016-08-19 11:54:04,927 DEBUG: Start: Iteration 483 +2016-08-19 11:54:05,223 DEBUG: View 0 : 0.356212121212 +2016-08-19 11:54:05,234 DEBUG: View 1 : 0.602564102564 +2016-08-19 11:54:05,502 DEBUG: View 3 : 0.565696381645 +2016-08-19 11:54:05,604 DEBUG: View 2 : 0.53211517165 +2016-08-19 11:54:05,874 DEBUG: View 4 : 0.610944277611 +2016-08-19 11:54:07,667 DEBUG: Best view : MRNASeq +2016-08-19 11:54:07,796 DEBUG: Start: Iteration 484 +2016-08-19 11:54:08,108 DEBUG: View 0 : 0.557766864823 +2016-08-19 11:54:08,120 DEBUG: View 1 : 0.730138169257 +2016-08-19 11:54:08,372 DEBUG: View 3 : 0.592084726867 +2016-08-19 11:54:08,476 DEBUG: View 2 : 0.58312983313 +2016-08-19 11:54:08,745 DEBUG: View 4 : 0.528332145403 +2016-08-19 11:54:10,680 DEBUG: Best view : Clinic_ +2016-08-19 11:54:10,809 DEBUG: Start: Iteration 485 +2016-08-19 11:54:11,069 DEBUG: View 0 : 0.459931972789 +2016-08-19 11:54:11,080 DEBUG: View 1 : 0.623304473304 +2016-08-19 11:54:11,332 DEBUG: View 3 : 0.578671328671 +2016-08-19 11:54:11,441 DEBUG: View 2 : 0.565301120448 +2016-08-19 11:54:11,718 DEBUG: View 4 : 0.600544046872 +2016-08-19 11:54:13,606 DEBUG: Best view : MiRNA__ +2016-08-19 11:54:13,734 DEBUG: Start: Iteration 486 +2016-08-19 11:54:13,996 DEBUG: View 0 : 0.399074074074 +2016-08-19 11:54:14,007 DEBUG: View 1 : 0.809644670051 +2016-08-19 11:54:14,261 DEBUG: View 3 : 0.542075163399 +2016-08-19 11:54:14,363 DEBUG: View 2 : 0.60210312076 +2016-08-19 11:54:14,640 DEBUG: View 4 : 0.542580645161 +2016-08-19 11:54:16,516 DEBUG: Best view : RNASeq_ +2016-08-19 11:54:16,647 DEBUG: Start: Iteration 487 +2016-08-19 11:54:16,936 DEBUG: View 0 : 0.604500891266 +2016-08-19 11:54:16,948 DEBUG: View 1 : 0.609278350515 +2016-08-19 11:54:17,201 DEBUG: View 3 : 0.72681598063 +2016-08-19 11:54:17,299 DEBUG: View 2 : 0.492251950948 +2016-08-19 11:54:17,578 DEBUG: View 4 : 0.604313380282 +2016-08-19 11:54:19,438 DEBUG: Best view : Clinic_ +2016-08-19 11:54:19,567 DEBUG: Start: Iteration 488 +2016-08-19 11:54:19,822 DEBUG: View 0 : 0.55868848599 +2016-08-19 11:54:19,834 DEBUG: View 1 : 0.448556511057 +2016-08-19 11:54:20,100 DEBUG: View 3 : 0.541334033613 +2016-08-19 11:54:20,208 DEBUG: View 2 : 0.538622359155 +2016-08-19 11:54:20,477 DEBUG: View 4 : 0.505720122574 +2016-08-19 11:54:22,378 DEBUG: Best view : Methyl_ +2016-08-19 11:54:22,507 DEBUG: Start: Iteration 489 +2016-08-19 11:54:22,800 DEBUG: View 0 : 0.462878787879 +2016-08-19 11:54:22,812 DEBUG: View 1 : 0.421159606333 +2016-08-19 11:54:23,064 DEBUG: View 3 : 0.523181818182 +2016-08-19 11:54:23,168 DEBUG: View 2 : 0.486350574713 +2016-08-19 11:54:23,444 DEBUG: View 4 : 0.556737588652 +2016-08-19 11:54:25,316 DEBUG: Best view : MRNASeq +2016-08-19 11:54:25,444 DEBUG: Start: Iteration 490 +2016-08-19 11:54:25,748 DEBUG: View 0 : 0.476634021716 +2016-08-19 11:54:25,760 DEBUG: View 1 : 0.704638124363 +2016-08-19 11:54:26,014 DEBUG: View 3 : 0.685207700101 +2016-08-19 11:54:26,115 DEBUG: View 2 : 0.545850293985 +2016-08-19 11:54:26,389 DEBUG: View 4 : 0.567569036747 +2016-08-19 11:54:28,243 DEBUG: Best view : MiRNA__ +2016-08-19 11:54:28,377 DEBUG: Start: Iteration 491 +2016-08-19 11:54:28,670 DEBUG: View 0 : 0.778855975485 +2016-08-19 11:54:28,681 DEBUG: View 1 : 0.744217687075 +2016-08-19 11:54:28,938 DEBUG: View 3 : 0.591463414634 +2016-08-19 11:54:29,043 DEBUG: View 2 : 0.571656050955 +2016-08-19 11:54:29,326 DEBUG: View 4 : 0.537447257384 +2016-08-19 11:54:31,196 DEBUG: Best view : Methyl_ +2016-08-19 11:54:31,328 DEBUG: Start: Iteration 492 +2016-08-19 11:54:31,575 DEBUG: View 0 : 0.521591828479 +2016-08-19 11:54:31,587 DEBUG: View 1 : 0.622891423141 +2016-08-19 11:54:31,840 DEBUG: View 3 : 0.70856092437 +2016-08-19 11:54:31,943 DEBUG: View 2 : 0.541156462585 +2016-08-19 11:54:32,222 DEBUG: View 4 : 0.536216216216 +2016-08-19 11:54:34,142 DEBUG: Best view : Clinic_ +2016-08-19 11:54:34,280 DEBUG: Start: Iteration 493 +2016-08-19 11:54:34,584 DEBUG: View 0 : 0.460784313725 +2016-08-19 11:54:34,596 DEBUG: View 1 : 0.730138169257 +2016-08-19 11:54:34,850 DEBUG: View 3 : 0.567569036747 +2016-08-19 11:54:34,955 DEBUG: View 2 : 0.548847087379 +2016-08-19 11:54:35,275 DEBUG: View 4 : 0.496519982039 +2016-08-19 11:54:37,159 DEBUG: Best view : MiRNA__ +2016-08-19 11:54:37,291 DEBUG: Start: Iteration 494 +2016-08-19 11:54:37,587 DEBUG: View 0 : 0.405635062612 +2016-08-19 11:54:37,598 DEBUG: View 1 : 0.433982004603 +2016-08-19 11:54:37,857 DEBUG: View 3 : 0.5102454859 +2016-08-19 11:54:37,964 DEBUG: View 2 : 0.519474449522 +2016-08-19 11:54:38,240 DEBUG: View 4 : 0.557766864823 +2016-08-19 11:54:40,128 DEBUG: Best view : MRNASeq +2016-08-19 11:54:40,259 DEBUG: Start: Iteration 495 +2016-08-19 11:54:40,552 DEBUG: View 0 : 0.509027777778 +2016-08-19 11:54:40,564 DEBUG: View 1 : 0.425182852499 +2016-08-19 11:54:40,817 DEBUG: View 3 : 0.574500926116 +2016-08-19 11:54:40,920 DEBUG: View 2 : 0.543282828283 +2016-08-19 11:54:41,202 DEBUG: View 4 : 0.479661188882 +2016-08-19 11:54:43,060 DEBUG: Best view : Clinic_ +2016-08-19 11:54:43,193 DEBUG: Start: Iteration 496 +2016-08-19 11:54:43,449 DEBUG: View 0 : 0.441699328108 +2016-08-19 11:54:43,458 DEBUG: View 1 : 0.805424528302 +2016-08-19 11:54:43,716 DEBUG: View 3 : 0.605552134647 +2016-08-19 11:54:43,830 DEBUG: View 2 : 0.576798049573 +2016-08-19 11:54:44,112 DEBUG: View 4 : 0.55593832021 +2016-08-19 11:54:46,014 DEBUG: Best view : MiRNA__ +2016-08-19 11:54:46,149 DEBUG: Start: Iteration 497 +2016-08-19 11:54:46,378 DEBUG: View 0 : 0.563978494624 +2016-08-19 11:54:46,388 DEBUG: View 1 : 0.711128364389 +2016-08-19 11:54:46,642 DEBUG: View 3 : 0.604007633588 +2016-08-19 11:54:46,748 DEBUG: View 2 : 0.546908429611 +2016-08-19 11:54:47,020 DEBUG: View 4 : 0.608217332735 +2016-08-19 11:54:48,960 DEBUG: Best view : MiRNA__ +2016-08-19 11:54:49,094 DEBUG: Start: Iteration 498 +2016-08-19 11:54:49,393 DEBUG: View 0 : 0.528298936836 +2016-08-19 11:54:49,404 DEBUG: View 1 : 0.455845771144 +2016-08-19 11:54:49,659 DEBUG: View 3 : 0.687243431856 +2016-08-19 11:54:49,761 DEBUG: View 2 : 0.545056867892 +2016-08-19 11:54:50,031 DEBUG: View 4 : 0.547047461369 +2016-08-19 11:54:51,904 DEBUG: Best view : Clinic_ +2016-08-19 11:54:52,034 DEBUG: Start: Iteration 499 +2016-08-19 11:54:52,265 DEBUG: View 0 : 0.574303232999 +2016-08-19 11:54:52,277 DEBUG: View 1 : 0.757474672597 +2016-08-19 11:54:52,530 DEBUG: View 3 : 0.513185324161 +2016-08-19 11:54:52,633 DEBUG: View 2 : 0.4796875 +2016-08-19 11:54:52,908 DEBUG: View 4 : 0.542712550607 +2016-08-19 11:54:54,855 DEBUG: Best view : MiRNA__ +2016-08-19 11:54:54,986 DEBUG: Start: Iteration 500 +2016-08-19 11:54:55,223 DEBUG: View 0 : 0.4646799117 +2016-08-19 11:54:55,235 DEBUG: View 1 : 0.808080808081 +2016-08-19 11:54:55,492 DEBUG: View 3 : 0.560407790627 +2016-08-19 11:54:55,596 DEBUG: View 2 : 0.559391872691 +2016-08-19 11:54:55,870 DEBUG: View 4 : 0.514437012263 +2016-08-19 11:54:57,792 DEBUG: Best view : RNASeq_ +2016-08-19 11:54:57,923 DEBUG: Start: Iteration 501 +2016-08-19 11:54:58,166 DEBUG: View 0 : 0.790296220633 +2016-08-19 11:54:58,177 DEBUG: View 1 : 0.49136469591 +2016-08-19 11:54:58,431 DEBUG: View 3 : 0.536023206751 +2016-08-19 11:54:58,534 DEBUG: View 2 : 0.532548794489 +2016-08-19 11:54:58,807 DEBUG: View 4 : 0.45184104176 +2016-08-19 11:55:00,740 DEBUG: Best view : Methyl_ +2016-08-19 11:55:00,875 DEBUG: Start: Iteration 502 +2016-08-19 11:55:01,123 DEBUG: View 0 : 0.585974778459 +2016-08-19 11:55:01,133 DEBUG: View 1 : 0.530116959064 +2016-08-19 11:55:01,386 DEBUG: View 3 : 0.538196125908 +2016-08-19 11:55:01,489 DEBUG: View 2 : 0.560606060606 +2016-08-19 11:55:01,767 DEBUG: View 4 : 0.498092816275 +2016-08-19 11:55:03,690 DEBUG: Best view : Methyl_ +2016-08-19 11:55:03,822 DEBUG: Start: Iteration 503 +2016-08-19 11:55:04,118 DEBUG: View 0 : 0.400356778797 +2016-08-19 11:55:04,128 DEBUG: View 1 : 0.527619047619 +2016-08-19 11:55:04,379 DEBUG: View 3 : 0.584406565657 +2016-08-19 11:55:04,480 DEBUG: View 2 : 0.490649606299 +2016-08-19 11:55:04,756 DEBUG: View 4 : 0.514702702703 +2016-08-19 11:55:06,664 DEBUG: Best view : Clinic_ +2016-08-19 11:55:06,799 DEBUG: Start: Iteration 504 +2016-08-19 11:55:07,027 DEBUG: View 0 : 0.603001277139 +2016-08-19 11:55:07,039 DEBUG: View 1 : 0.671040444582 +2016-08-19 11:55:07,303 DEBUG: View 3 : 0.571656050955 +2016-08-19 11:55:07,402 DEBUG: View 2 : 0.61628760088 +2016-08-19 11:55:07,680 DEBUG: View 4 : 0.623938002296 +2016-08-19 11:55:09,637 DEBUG: Best view : MiRNA__ +2016-08-19 11:55:09,770 DEBUG: Start: Iteration 505 +2016-08-19 11:55:10,057 DEBUG: View 0 : 0.48496835443 +2016-08-19 11:55:10,067 DEBUG: View 1 : 0.306944444444 +2016-08-19 11:55:10,320 DEBUG: View 3 : 0.511298149833 +2016-08-19 11:55:10,424 DEBUG: View 2 : 0.587209302326 +2016-08-19 11:55:10,706 DEBUG: View 4 : 0.472931338028 +2016-08-19 11:55:12,628 DEBUG: Best view : RNASeq_ +2016-08-19 11:55:12,768 DEBUG: Start: Iteration 506 +2016-08-19 11:55:13,009 DEBUG: View 0 : 0.622151563328 +2016-08-19 11:55:13,023 DEBUG: View 1 : 0.642021720969 +2016-08-19 11:55:13,282 DEBUG: View 3 : 0.583333333333 +2016-08-19 11:55:13,388 DEBUG: View 2 : 0.505776848592 +2016-08-19 11:55:13,662 DEBUG: View 4 : 0.543784729368 +2016-08-19 11:55:15,606 DEBUG: Best view : Methyl_ +2016-08-19 11:55:15,741 DEBUG: Start: Iteration 507 +2016-08-19 11:55:15,992 DEBUG: View 0 : 0.474734371139 +2016-08-19 11:55:16,002 DEBUG: View 1 : 0.624031007752 +2016-08-19 11:55:16,256 DEBUG: View 3 : 0.613353686115 +2016-08-19 11:55:16,356 DEBUG: View 2 : 0.562288135593 +2016-08-19 11:55:16,635 DEBUG: View 4 : 0.512412510936 +2016-08-19 11:55:18,549 DEBUG: Best view : Clinic_ +2016-08-19 11:55:18,682 DEBUG: Start: Iteration 508 +2016-08-19 11:55:18,918 DEBUG: View 0 : 0.51007751938 +2016-08-19 11:55:18,930 DEBUG: View 1 : 0.638864042934 +2016-08-19 11:55:19,190 DEBUG: View 3 : 0.586745526236 +2016-08-19 11:55:19,296 DEBUG: View 2 : 0.486170212766 +2016-08-19 11:55:19,577 DEBUG: View 4 : 0.583333333333 +2016-08-19 11:55:21,567 DEBUG: Best view : MiRNA__ +2016-08-19 11:55:21,703 DEBUG: Start: Iteration 509 +2016-08-19 11:55:21,932 DEBUG: View 0 : 0.501135190918 +2016-08-19 11:55:21,942 DEBUG: View 1 : 0.680125725338 +2016-08-19 11:55:22,199 DEBUG: View 3 : 0.61248442044 +2016-08-19 11:55:22,302 DEBUG: View 2 : 0.538125128627 +2016-08-19 11:55:22,575 DEBUG: View 4 : 0.589664578703 +2016-08-19 11:55:24,548 DEBUG: Best view : Clinic_ +2016-08-19 11:55:24,685 DEBUG: Start: Iteration 510 +2016-08-19 11:55:24,995 DEBUG: View 0 : 0.628973392983 +2016-08-19 11:55:25,006 DEBUG: View 1 : 0.762865497076 +2016-08-19 11:55:25,261 DEBUG: View 3 : 0.624721377913 +2016-08-19 11:55:25,365 DEBUG: View 2 : 0.505720122574 +2016-08-19 11:55:25,636 DEBUG: View 4 : 0.615942028986 +2016-08-19 11:55:27,567 DEBUG: Best view : MRNASeq +2016-08-19 11:55:27,703 DEBUG: Start: Iteration 511 +2016-08-19 11:55:27,961 DEBUG: View 0 : 0.548746257485 +2016-08-19 11:55:27,971 DEBUG: View 1 : 0.325752950753 +2016-08-19 11:55:28,225 DEBUG: View 3 : 0.562288135593 +2016-08-19 11:55:28,328 DEBUG: View 2 : 0.497863247863 +2016-08-19 11:55:28,607 DEBUG: View 4 : 0.587209302326 +2016-08-19 11:55:30,574 DEBUG: Best view : MRNASeq +2016-08-19 11:55:30,709 DEBUG: Start: Iteration 512 +2016-08-19 11:55:30,939 DEBUG: View 0 : 0.570264064294 +2016-08-19 11:55:30,952 DEBUG: View 1 : 0.41342940685 +2016-08-19 11:55:31,204 DEBUG: View 3 : 0.625892857143 +2016-08-19 11:55:31,303 DEBUG: View 2 : 0.502663622527 +2016-08-19 11:55:31,581 DEBUG: View 4 : 0.56071211199 +2016-08-19 11:55:33,573 DEBUG: Best view : Clinic_ +2016-08-19 11:55:33,712 DEBUG: Start: Iteration 513 +2016-08-19 11:55:34,013 DEBUG: View 0 : 0.57828525641 +2016-08-19 11:55:34,026 DEBUG: View 1 : 0.498666073811 +2016-08-19 11:55:34,285 DEBUG: View 3 : 0.671701353809 +2016-08-19 11:55:34,387 DEBUG: View 2 : 0.576852866009 +2016-08-19 11:55:34,661 DEBUG: View 4 : 0.509352517986 +2016-08-19 11:55:36,652 DEBUG: Best view : Clinic_ +2016-08-19 11:55:36,794 DEBUG: Start: Iteration 514 +2016-08-19 11:55:37,044 DEBUG: View 0 : 0.601804489912 +2016-08-19 11:55:37,056 DEBUG: View 1 : 0.793543543544 +2016-08-19 11:55:37,314 DEBUG: View 3 : 0.687243431856 +2016-08-19 11:55:37,419 DEBUG: View 2 : 0.587666950838 +2016-08-19 11:55:37,706 DEBUG: View 4 : 0.527599486521 +2016-08-19 11:55:39,738 DEBUG: Best view : MiRNA__ +2016-08-19 11:55:39,877 DEBUG: Start: Iteration 515 +2016-08-19 11:55:40,182 DEBUG: View 0 : 0.498557692308 +2016-08-19 11:55:40,193 DEBUG: View 1 : 0.498666073811 +2016-08-19 11:55:40,452 DEBUG: View 3 : 0.566819772528 +2016-08-19 11:55:40,558 DEBUG: View 2 : 0.532212028542 +2016-08-19 11:55:40,829 DEBUG: View 4 : 0.624602670057 +2016-08-19 11:55:42,749 DEBUG: Best view : MRNASeq +2016-08-19 11:55:42,887 DEBUG: Start: Iteration 516 +2016-08-19 11:55:43,186 DEBUG: View 0 : 0.616329636878 +2016-08-19 11:55:43,198 DEBUG: View 1 : 0.710253456221 +2016-08-19 11:55:43,458 DEBUG: View 3 : 0.609532828283 +2016-08-19 11:55:43,564 DEBUG: View 2 : 0.586139261196 +2016-08-19 11:55:43,838 DEBUG: View 4 : 0.544544544545 +2016-08-19 11:55:45,746 DEBUG: Best view : MiRNA__ +2016-08-19 11:55:45,884 DEBUG: Start: Iteration 517 +2016-08-19 11:55:46,171 DEBUG: View 0 : 0.484180035651 +2016-08-19 11:55:46,181 DEBUG: View 1 : 0.808080808081 +2016-08-19 11:55:46,433 DEBUG: View 3 : 0.587525879917 +2016-08-19 11:55:46,535 DEBUG: View 2 : 0.516984811166 +2016-08-19 11:55:46,814 DEBUG: View 4 : 0.538196125908 +2016-08-19 11:55:48,743 DEBUG: Best view : Clinic_ +2016-08-19 11:55:48,881 DEBUG: Start: Iteration 518 +2016-08-19 11:55:49,174 DEBUG: View 0 : 0.587170087977 +2016-08-19 11:55:49,185 DEBUG: View 1 : 0.55890052356 +2016-08-19 11:55:49,437 DEBUG: View 3 : 0.664543673012 +2016-08-19 11:55:49,545 DEBUG: View 2 : 0.556625258799 +2016-08-19 11:55:49,825 DEBUG: View 4 : 0.535260183659 +2016-08-19 11:55:51,795 DEBUG: Best view : Clinic_ +2016-08-19 11:55:51,936 DEBUG: Start: Iteration 519 +2016-08-19 11:55:52,173 DEBUG: View 0 : 0.388523489933 +2016-08-19 11:55:52,186 DEBUG: View 1 : 0.808080808081 +2016-08-19 11:55:52,451 DEBUG: View 3 : 0.536575481256 +2016-08-19 11:55:52,555 DEBUG: View 2 : 0.514756418031 +2016-08-19 11:55:52,832 DEBUG: View 4 : 0.504063388866 +2016-08-19 11:55:54,812 DEBUG: Best view : MiRNA__ +2016-08-19 11:55:54,950 DEBUG: Start: Iteration 520 +2016-08-19 11:55:55,205 DEBUG: View 0 : 0.576852866009 +2016-08-19 11:55:55,216 DEBUG: View 1 : 0.62460425147 +2016-08-19 11:55:55,468 DEBUG: View 3 : 0.522080536913 +2016-08-19 11:55:55,571 DEBUG: View 2 : 0.572925101215 +2016-08-19 11:55:55,843 DEBUG: View 4 : 0.544077134986 +2016-08-19 11:55:57,827 DEBUG: Best view : MiRNA__ +2016-08-19 11:55:57,963 DEBUG: Start: Iteration 521 +2016-08-19 11:55:58,192 DEBUG: View 0 : 0.579357798165 +2016-08-19 11:55:58,204 DEBUG: View 1 : 0.557960713363 +2016-08-19 11:55:58,458 DEBUG: View 3 : 0.551971964837 +2016-08-19 11:55:58,565 DEBUG: View 2 : 0.509140008309 +2016-08-19 11:55:58,841 DEBUG: View 4 : 0.554495073892 +2016-08-19 11:56:00,860 DEBUG: Best view : Clinic_ +2016-08-19 11:56:01,000 DEBUG: Start: Iteration 522 +2016-08-19 11:56:01,256 DEBUG: View 0 : 0.471764346764 +2016-08-19 11:56:01,266 DEBUG: View 1 : 0.59696969697 +2016-08-19 11:56:01,520 DEBUG: View 3 : 0.624961407842 +2016-08-19 11:56:01,624 DEBUG: View 2 : 0.53459972863 +2016-08-19 11:56:01,898 DEBUG: View 4 : 0.606365740741 +2016-08-19 11:56:03,877 DEBUG: Best view : Clinic_ +2016-08-19 11:56:04,014 DEBUG: Start: Iteration 523 +2016-08-19 11:56:04,255 DEBUG: View 0 : 0.589926160338 +2016-08-19 11:56:04,266 DEBUG: View 1 : 0.542907959093 +2016-08-19 11:56:04,531 DEBUG: View 3 : 0.517647664128 +2016-08-19 11:56:04,637 DEBUG: View 2 : 0.523860837438 +2016-08-19 11:56:04,917 DEBUG: View 4 : 0.554601787891 +2016-08-19 11:56:06,886 DEBUG: Best view : MiRNA__ +2016-08-19 11:56:07,021 DEBUG: Start: Iteration 524 +2016-08-19 11:56:07,252 DEBUG: View 0 : 0.496251266464 +2016-08-19 11:56:07,265 DEBUG: View 1 : 0.565171650055 +2016-08-19 11:56:07,517 DEBUG: View 3 : 0.635361653272 +2016-08-19 11:56:07,621 DEBUG: View 2 : 0.555453656151 +2016-08-19 11:56:07,902 DEBUG: View 4 : 0.590852555405 +2016-08-19 11:56:09,925 DEBUG: Best view : Clinic_ +2016-08-19 11:56:10,062 DEBUG: Start: Iteration 525 +2016-08-19 11:56:10,325 DEBUG: View 0 : 0.506878306878 +2016-08-19 11:56:10,337 DEBUG: View 1 : 0.545583181726 +2016-08-19 11:56:10,590 DEBUG: View 3 : 0.54060665362 +2016-08-19 11:56:10,692 DEBUG: View 2 : 0.5102454859 +2016-08-19 11:56:10,978 DEBUG: View 4 : 0.49717019963 +2016-08-19 11:56:12,945 DEBUG: Best view : Clinic_ +2016-08-19 11:56:13,084 DEBUG: Start: Iteration 526 +2016-08-19 11:56:13,318 DEBUG: View 0 : 0.603001277139 +2016-08-19 11:56:13,328 DEBUG: View 1 : 0.742784163474 +2016-08-19 11:56:13,582 DEBUG: View 3 : 0.543133997785 +2016-08-19 11:56:13,684 DEBUG: View 2 : 0.553612291599 +2016-08-19 11:56:13,955 DEBUG: View 4 : 0.595209217708 +2016-08-19 11:56:15,977 DEBUG: Best view : MiRNA__ +2016-08-19 11:56:16,117 DEBUG: Start: Iteration 527 +2016-08-19 11:56:16,348 DEBUG: View 0 : 0.527673153379 +2016-08-19 11:56:16,359 DEBUG: View 1 : 0.642006802721 +2016-08-19 11:56:16,612 DEBUG: View 3 : 0.563538392456 +2016-08-19 11:56:16,713 DEBUG: View 2 : 0.527886396378 +2016-08-19 11:56:16,993 DEBUG: View 4 : 0.57307882382 +2016-08-19 11:56:19,043 DEBUG: Best view : MRNASeq +2016-08-19 11:56:19,186 DEBUG: Start: Iteration 528 +2016-08-19 11:56:19,504 DEBUG: View 0 : 0.628973392983 +2016-08-19 11:56:19,514 DEBUG: View 1 : 0.702214452214 +2016-08-19 11:56:19,776 DEBUG: View 3 : 0.664543673012 +2016-08-19 11:56:19,883 DEBUG: View 2 : 0.57307882382 +2016-08-19 11:56:20,159 DEBUG: View 4 : 0.506810810811 +2016-08-19 11:56:22,331 DEBUG: Best view : MiRNA__ +2016-08-19 11:56:22,471 DEBUG: Start: Iteration 529 +2016-08-19 11:56:22,730 DEBUG: View 0 : 0.519177791905 +2016-08-19 11:56:22,741 DEBUG: View 1 : 0.395992366412 +2016-08-19 11:56:22,998 DEBUG: View 3 : 0.571467869718 +2016-08-19 11:56:23,099 DEBUG: View 2 : 0.579612042837 +2016-08-19 11:56:23,383 DEBUG: View 4 : 0.625443786982 +2016-08-19 11:56:25,418 DEBUG: Best view : MRNASeq +2016-08-19 11:56:25,559 DEBUG: Start: Iteration 530 +2016-08-19 11:56:25,850 DEBUG: View 0 : 0.519177791905 +2016-08-19 11:56:25,860 DEBUG: View 1 : 0.714478764479 +2016-08-19 11:56:26,116 DEBUG: View 3 : 0.587611749681 +2016-08-19 11:56:26,222 DEBUG: View 2 : 0.554023461618 +2016-08-19 11:56:26,497 DEBUG: View 4 : 0.601351351351 +2016-08-19 11:56:28,501 DEBUG: Best view : MRNASeq +2016-08-19 11:56:28,645 DEBUG: Start: Iteration 531 +2016-08-19 11:56:28,887 DEBUG: View 0 : 0.533232323232 +2016-08-19 11:56:28,899 DEBUG: View 1 : 0.71746031746 +2016-08-19 11:56:29,160 DEBUG: View 3 : 0.519177791905 +2016-08-19 11:56:29,280 DEBUG: View 2 : 0.519474449522 +2016-08-19 11:56:29,552 DEBUG: View 4 : 0.498805567096 +2016-08-19 11:56:31,658 DEBUG: Best view : MiRNA__ +2016-08-19 11:56:31,800 DEBUG: Start: Iteration 532 +2016-08-19 11:56:32,107 DEBUG: View 0 : 0.583897485493 +2016-08-19 11:56:32,118 DEBUG: View 1 : 0.568841325376 +2016-08-19 11:56:32,383 DEBUG: View 3 : 0.612751390672 +2016-08-19 11:56:32,489 DEBUG: View 2 : 0.573434343434 +2016-08-19 11:56:32,791 DEBUG: View 4 : 0.532049625226 +2016-08-19 11:56:34,849 DEBUG: Best view : Clinic_ +2016-08-19 11:56:34,989 DEBUG: Start: Iteration 533 +2016-08-19 11:56:35,280 DEBUG: View 0 : 0.577264808362 +2016-08-19 11:56:35,290 DEBUG: View 1 : 0.514171068671 +2016-08-19 11:56:35,542 DEBUG: View 3 : 0.568841325376 +2016-08-19 11:56:35,646 DEBUG: View 2 : 0.538622359155 +2016-08-19 11:56:35,930 DEBUG: View 4 : 0.525469981807 +2016-08-19 11:56:37,919 DEBUG: Best view : Clinic_ +2016-08-19 11:56:38,062 DEBUG: Start: Iteration 534 +2016-08-19 11:56:38,312 DEBUG: View 0 : 0.387830687831 +2016-08-19 11:56:38,322 DEBUG: View 1 : 0.642210730446 +2016-08-19 11:56:38,588 DEBUG: View 3 : 0.594309927361 +2016-08-19 11:56:38,695 DEBUG: View 2 : 0.540525461554 +2016-08-19 11:56:38,973 DEBUG: View 4 : 0.561347743166 +2016-08-19 11:56:41,031 DEBUG: Best view : MiRNA__ +2016-08-19 11:56:41,170 DEBUG: Start: Iteration 535 +2016-08-19 11:56:41,459 DEBUG: View 0 : 0.398663522013 +2016-08-19 11:56:41,470 DEBUG: View 1 : 0.433181357649 +2016-08-19 11:56:41,721 DEBUG: View 3 : 0.621364302155 +2016-08-19 11:56:41,825 DEBUG: View 2 : 0.616895976652 +2016-08-19 11:56:42,099 DEBUG: View 4 : 0.622760358343 +2016-08-19 11:56:44,109 DEBUG: Best view : Clinic_ +2016-08-19 11:56:44,252 DEBUG: Start: Iteration 536 +2016-08-19 11:56:44,560 DEBUG: View 0 : 0.416859243697 +2016-08-19 11:56:44,572 DEBUG: View 1 : 0.709506302521 +2016-08-19 11:56:44,830 DEBUG: View 3 : 0.598426150121 +2016-08-19 11:56:44,956 DEBUG: View 2 : 0.538196125908 +2016-08-19 11:56:45,238 DEBUG: View 4 : 0.548493408663 +2016-08-19 11:56:47,289 DEBUG: Best view : MiRNA__ +2016-08-19 11:56:47,428 DEBUG: Start: Iteration 537 +2016-08-19 11:56:47,726 DEBUG: View 0 : 0.594364937388 +2016-08-19 11:56:47,737 DEBUG: View 1 : 0.506332385629 +2016-08-19 11:56:47,993 DEBUG: View 3 : 0.518953289313 +2016-08-19 11:56:48,092 DEBUG: View 2 : 0.518953289313 +2016-08-19 11:56:48,365 DEBUG: View 4 : 0.518849206349 +2016-08-19 11:56:50,387 DEBUG: Best view : Methyl_ +2016-08-19 11:56:50,529 DEBUG: Start: Iteration 538 +2016-08-19 11:56:50,816 DEBUG: View 0 : 0.497237076649 +2016-08-19 11:56:50,826 DEBUG: View 1 : 0.817708333333 +2016-08-19 11:56:51,078 DEBUG: View 3 : 0.516151970744 +2016-08-19 11:56:51,181 DEBUG: View 2 : 0.580977043673 +2016-08-19 11:56:51,453 DEBUG: View 4 : 0.511926605505 +2016-08-19 11:56:53,458 DEBUG: Best view : RNASeq_ +2016-08-19 11:56:53,602 DEBUG: Start: Iteration 539 +2016-08-19 11:56:53,895 DEBUG: View 0 : 0.43759936407 +2016-08-19 11:56:53,905 DEBUG: View 1 : 0.66063582321 +2016-08-19 11:56:54,160 DEBUG: View 3 : 0.522799422799 +2016-08-19 11:56:54,263 DEBUG: View 2 : 0.540233415233 +2016-08-19 11:56:54,530 DEBUG: View 4 : 0.545097037794 +2016-08-19 11:56:56,548 DEBUG: Best view : MiRNA__ +2016-08-19 11:56:56,697 DEBUG: Start: Iteration 540 +2016-08-19 11:56:56,927 DEBUG: View 0 : 0.581481096801 +2016-08-19 11:56:56,939 DEBUG: View 1 : 0.480598555212 +2016-08-19 11:56:57,203 DEBUG: View 3 : 0.526259650549 +2016-08-19 11:56:57,308 DEBUG: View 2 : 0.52972027972 +2016-08-19 11:56:57,584 DEBUG: View 4 : 0.495369127517 +2016-08-19 11:56:59,648 DEBUG: Best view : Methyl_ +2016-08-19 11:56:59,791 DEBUG: Start: Iteration 541 +2016-08-19 11:57:00,018 DEBUG: View 0 : 0.412388250319 +2016-08-19 11:57:00,028 DEBUG: View 1 : 0.700239808153 +2016-08-19 11:57:00,283 DEBUG: View 3 : 0.550242130751 +2016-08-19 11:57:00,387 DEBUG: View 2 : 0.518149284254 +2016-08-19 11:57:00,661 DEBUG: View 4 : 0.557991202346 +2016-08-19 11:57:02,748 DEBUG: Best view : MiRNA__ +2016-08-19 11:57:02,891 DEBUG: Start: Iteration 542 +2016-08-19 11:57:03,123 DEBUG: View 0 : 0.467756526234 +2016-08-19 11:57:03,136 DEBUG: View 1 : 0.801522435897 +2016-08-19 11:57:03,395 DEBUG: View 3 : 0.744133059923 +2016-08-19 11:57:03,500 DEBUG: View 2 : 0.595914198161 +2016-08-19 11:57:03,780 DEBUG: View 4 : 0.504443309499 +2016-08-19 11:57:05,890 DEBUG: Best view : MiRNA__ +2016-08-19 11:57:06,032 DEBUG: Start: Iteration 543 +2016-08-19 11:57:06,283 DEBUG: View 0 : 0.603001277139 +2016-08-19 11:57:06,294 DEBUG: View 1 : 0.566690369768 +2016-08-19 11:57:06,552 DEBUG: View 3 : 0.428853344412 +2016-08-19 11:57:06,679 DEBUG: View 2 : 0.608969263381 +2016-08-19 11:57:06,956 DEBUG: View 4 : 0.499058693245 +2016-08-19 11:57:09,029 DEBUG: Best view : RNASeq_ +2016-08-19 11:57:09,172 DEBUG: Start: Iteration 544 +2016-08-19 11:57:09,417 DEBUG: View 0 : 0.395686619718 +2016-08-19 11:57:09,429 DEBUG: View 1 : 0.580898762426 +2016-08-19 11:57:09,686 DEBUG: View 3 : 0.566819772528 +2016-08-19 11:57:09,792 DEBUG: View 2 : 0.543282828283 +2016-08-19 11:57:10,069 DEBUG: View 4 : 0.582432718796 +2016-08-19 11:57:12,140 DEBUG: Best view : MRNASeq +2016-08-19 11:57:12,283 DEBUG: Start: Iteration 545 +2016-08-19 11:57:12,533 DEBUG: View 0 : 0.428345011678 +2016-08-19 11:57:12,545 DEBUG: View 1 : 0.649507119387 +2016-08-19 11:57:12,798 DEBUG: View 3 : 0.61248442044 +2016-08-19 11:57:12,901 DEBUG: View 2 : 0.602214765101 +2016-08-19 11:57:13,171 DEBUG: View 4 : 0.510483870968 +2016-08-19 11:57:15,256 DEBUG: Best view : Clinic_ +2016-08-19 11:57:15,401 DEBUG: Start: Iteration 546 +2016-08-19 11:57:15,632 DEBUG: View 0 : 0.619989451477 +2016-08-19 11:57:15,642 DEBUG: View 1 : 0.747653958944 +2016-08-19 11:57:15,896 DEBUG: View 3 : 0.601090700344 +2016-08-19 11:57:16,001 DEBUG: View 2 : 0.495667522465 +2016-08-19 11:57:16,275 DEBUG: View 4 : 0.546974334825 +2016-08-19 11:57:18,397 DEBUG: Best view : MiRNA__ +2016-08-19 11:57:18,540 DEBUG: Start: Iteration 547 +2016-08-19 11:57:18,838 DEBUG: View 0 : 0.603137651822 +2016-08-19 11:57:18,850 DEBUG: View 1 : 0.477021040975 +2016-08-19 11:57:19,113 DEBUG: View 3 : 0.545850293985 +2016-08-19 11:57:19,224 DEBUG: View 2 : 0.565171650055 +2016-08-19 11:57:19,505 DEBUG: View 4 : 0.602107402653 +2016-08-19 11:57:21,619 DEBUG: Best view : MRNASeq +2016-08-19 11:57:21,764 DEBUG: Start: Iteration 548 +2016-08-19 11:57:21,998 DEBUG: View 0 : 0.516512235685 +2016-08-19 11:57:22,008 DEBUG: View 1 : 0.677344010677 +2016-08-19 11:57:22,268 DEBUG: View 3 : 0.604603293413 +2016-08-19 11:57:22,379 DEBUG: View 2 : 0.531120078259 +2016-08-19 11:57:22,673 DEBUG: View 4 : 0.500152160682 +2016-08-19 11:57:24,760 DEBUG: Best view : MiRNA__ +2016-08-19 11:57:24,905 DEBUG: Start: Iteration 549 +2016-08-19 11:57:25,150 DEBUG: View 0 : 0.487550328459 +2016-08-19 11:57:25,160 DEBUG: View 1 : 0.501074278699 +2016-08-19 11:57:25,414 DEBUG: View 3 : 0.577225672878 +2016-08-19 11:57:25,520 DEBUG: View 2 : 0.483544303797 +2016-08-19 11:57:25,792 DEBUG: View 4 : 0.544298519908 +2016-08-19 11:57:27,915 DEBUG: Best view : Clinic_ +2016-08-19 11:57:28,062 DEBUG: Start: Iteration 550 +2016-08-19 11:57:28,352 DEBUG: View 0 : 0.507408931879 +2016-08-19 11:57:28,361 DEBUG: View 1 : 0.357789269554 +2016-08-19 11:57:28,615 DEBUG: View 3 : 0.480998509687 +2016-08-19 11:57:28,715 DEBUG: View 2 : 0.542208462332 +2016-08-19 11:57:28,996 DEBUG: View 4 : 0.566819747417 +2016-08-19 11:57:31,077 DEBUG: Best view : MRNASeq +2016-08-19 11:57:31,228 DEBUG: Start: Iteration 551 +2016-08-19 11:57:31,478 DEBUG: View 0 : 0.580230880231 +2016-08-19 11:57:31,490 DEBUG: View 1 : 0.817708333333 +2016-08-19 11:57:31,749 DEBUG: View 3 : 0.504120879121 +2016-08-19 11:57:31,856 DEBUG: View 2 : 0.54060665362 +2016-08-19 11:57:32,127 DEBUG: View 4 : 0.552757427757 +2016-08-19 11:57:34,232 DEBUG: Best view : MiRNA__ +2016-08-19 11:57:34,376 DEBUG: Start: Iteration 552 +2016-08-19 11:57:34,672 DEBUG: View 0 : 0.502083976536 +2016-08-19 11:57:34,682 DEBUG: View 1 : 0.530127245509 +2016-08-19 11:57:34,935 DEBUG: View 3 : 0.562241791694 +2016-08-19 11:57:35,039 DEBUG: View 2 : 0.556737588652 +2016-08-19 11:57:35,317 DEBUG: View 4 : 0.609493670886 +2016-08-19 11:57:37,389 DEBUG: Best view : MRNASeq +2016-08-19 11:57:37,534 DEBUG: Start: Iteration 553 +2016-08-19 11:57:37,789 DEBUG: View 0 : 0.454424188528 +2016-08-19 11:57:37,801 DEBUG: View 1 : 0.399794161677 +2016-08-19 11:57:38,055 DEBUG: View 3 : 0.559391872691 +2016-08-19 11:57:38,159 DEBUG: View 2 : 0.533213429257 +2016-08-19 11:57:38,435 DEBUG: View 4 : 0.550497121926 +2016-08-19 11:57:40,550 DEBUG: Best view : Clinic_ +2016-08-19 11:57:40,696 DEBUG: Start: Iteration 554 +2016-08-19 11:57:40,921 DEBUG: View 0 : 0.486035049288 +2016-08-19 11:57:40,931 DEBUG: View 1 : 0.542907959093 +2016-08-19 11:57:41,184 DEBUG: View 3 : 0.537480376766 +2016-08-19 11:57:41,288 DEBUG: View 2 : 0.516725352113 +2016-08-19 11:57:41,561 DEBUG: View 4 : 0.536622073579 +2016-08-19 11:57:43,701 DEBUG: Best view : Clinic_ +2016-08-19 11:57:43,846 DEBUG: Start: Iteration 555 +2016-08-19 11:57:44,077 DEBUG: View 0 : 0.601759530792 +2016-08-19 11:57:44,087 DEBUG: View 1 : 0.692335115865 +2016-08-19 11:57:44,340 DEBUG: View 3 : 0.61628760088 +2016-08-19 11:57:44,444 DEBUG: View 2 : 0.611513513514 +2016-08-19 11:57:44,729 DEBUG: View 4 : 0.553688141923 +2016-08-19 11:57:46,894 DEBUG: Best view : MiRNA__ +2016-08-19 11:57:47,041 DEBUG: Start: Iteration 556 +2016-08-19 11:57:47,293 DEBUG: View 0 : 0.619989451477 +2016-08-19 11:57:47,302 DEBUG: View 1 : 0.485243581969 +2016-08-19 11:57:47,562 DEBUG: View 3 : 0.673494443009 +2016-08-19 11:57:47,693 DEBUG: View 2 : 0.531116794544 +2016-08-19 11:57:47,971 DEBUG: View 4 : 0.520913315821 +2016-08-19 11:57:50,083 DEBUG: Best view : Clinic_ +2016-08-19 11:57:50,230 DEBUG: Start: Iteration 557 +2016-08-19 11:57:50,464 DEBUG: View 0 : 0.519177791905 +2016-08-19 11:57:50,476 DEBUG: View 1 : 0.648841354724 +2016-08-19 11:57:50,733 DEBUG: View 3 : 0.526756066411 +2016-08-19 11:57:50,836 DEBUG: View 2 : 0.544072948328 +2016-08-19 11:57:51,103 DEBUG: View 4 : 0.555396096441 +2016-08-19 11:57:53,268 DEBUG: Best view : MiRNA__ +2016-08-19 11:57:53,414 DEBUG: Start: Iteration 558 +2016-08-19 11:57:53,708 DEBUG: View 0 : 0.776109391125 +2016-08-19 11:57:53,719 DEBUG: View 1 : 0.762865497076 +2016-08-19 11:57:53,986 DEBUG: View 3 : 0.562288135593 +2016-08-19 11:57:54,124 DEBUG: View 2 : 0.485763888889 +2016-08-19 11:57:54,403 DEBUG: View 4 : 0.53459972863 +2016-08-19 11:57:56,529 DEBUG: Best view : Methyl_ +2016-08-19 11:57:56,675 DEBUG: Start: Iteration 559 +2016-08-19 11:57:56,961 DEBUG: View 0 : 0.579357798165 +2016-08-19 11:57:56,971 DEBUG: View 1 : 0.742978208232 +2016-08-19 11:57:57,229 DEBUG: View 3 : 0.605217122865 +2016-08-19 11:57:57,372 DEBUG: View 2 : 0.623304473304 +2016-08-19 11:57:57,641 DEBUG: View 4 : 0.579723791588 +2016-08-19 11:57:59,794 DEBUG: Best view : MiRNA__ +2016-08-19 11:57:59,940 DEBUG: Start: Iteration 560 +2016-08-19 11:58:00,199 DEBUG: View 0 : 0.396862348178 +2016-08-19 11:58:00,209 DEBUG: View 1 : 0.505380288579 +2016-08-19 11:58:00,471 DEBUG: View 3 : 0.602107402653 +2016-08-19 11:58:00,583 DEBUG: View 2 : 0.587027579162 +2016-08-19 11:58:00,867 DEBUG: View 4 : 0.486814675839 +2016-08-19 11:58:02,951 DEBUG: Best view : Clinic_ +2016-08-19 11:58:03,099 DEBUG: Start: Iteration 561 +2016-08-19 11:58:03,341 DEBUG: View 0 : 0.425082101806 +2016-08-19 11:58:03,354 DEBUG: View 1 : 0.730138169257 +2016-08-19 11:58:03,606 DEBUG: View 3 : 0.622818861654 +2016-08-19 11:58:03,711 DEBUG: View 2 : 0.585371880405 +2016-08-19 11:58:03,977 DEBUG: View 4 : 0.585129310345 +2016-08-19 11:58:06,115 DEBUG: Best view : Clinic_ +2016-08-19 11:58:06,263 DEBUG: Start: Iteration 562 +2016-08-19 11:58:06,553 DEBUG: View 0 : 0.488704177323 +2016-08-19 11:58:06,566 DEBUG: View 1 : 0.649507119387 +2016-08-19 11:58:06,821 DEBUG: View 3 : 0.551424222657 +2016-08-19 11:58:06,923 DEBUG: View 2 : 0.528644240571 +2016-08-19 11:58:07,199 DEBUG: View 4 : 0.505776848592 +2016-08-19 11:58:09,294 DEBUG: Best view : MiRNA__ +2016-08-19 11:58:09,444 DEBUG: Start: Iteration 563 +2016-08-19 11:58:09,701 DEBUG: View 0 : 0.58105872622 +2016-08-19 11:58:09,712 DEBUG: View 1 : 0.428648648649 +2016-08-19 11:58:09,969 DEBUG: View 3 : 0.53602484472 +2016-08-19 11:58:10,071 DEBUG: View 2 : 0.562241791694 +2016-08-19 11:58:10,348 DEBUG: View 4 : 0.55710085934 +2016-08-19 11:58:12,486 DEBUG: Best view : Methyl_ +2016-08-19 11:58:12,634 DEBUG: Start: Iteration 564 +2016-08-19 11:58:12,923 DEBUG: View 0 : 0.472400513479 +2016-08-19 11:58:12,934 DEBUG: View 1 : 0.535105657805 +2016-08-19 11:58:13,187 DEBUG: View 3 : 0.687657563025 +2016-08-19 11:58:13,287 DEBUG: View 2 : 0.558171912833 +2016-08-19 11:58:13,566 DEBUG: View 4 : 0.570743034056 +2016-08-19 11:58:15,664 DEBUG: Best view : Clinic_ +2016-08-19 11:58:15,813 DEBUG: Start: Iteration 565 +2016-08-19 11:58:16,104 DEBUG: View 0 : 0.509701492537 +2016-08-19 11:58:16,116 DEBUG: View 1 : 0.611933797909 +2016-08-19 11:58:16,368 DEBUG: View 3 : 0.605922781484 +2016-08-19 11:58:16,471 DEBUG: View 2 : 0.609493670886 +2016-08-19 11:58:16,754 DEBUG: View 4 : 0.53824347454 +2016-08-19 11:58:18,840 DEBUG: Best view : RNASeq_ +2016-08-19 11:58:18,989 DEBUG: Start: Iteration 566 +2016-08-19 11:58:19,283 DEBUG: View 0 : 0.595610119048 +2016-08-19 11:58:19,294 DEBUG: View 1 : 0.730409663866 +2016-08-19 11:58:19,546 DEBUG: View 3 : 0.610472154964 +2016-08-19 11:58:19,649 DEBUG: View 2 : 0.573013415893 +2016-08-19 11:58:19,924 DEBUG: View 4 : 0.540262767535 +2016-08-19 11:58:22,041 DEBUG: Best view : MiRNA__ +2016-08-19 11:58:22,191 DEBUG: Start: Iteration 567 +2016-08-19 11:58:22,482 DEBUG: View 0 : 0.573634453782 +2016-08-19 11:58:22,493 DEBUG: View 1 : 0.736658580958 +2016-08-19 11:58:22,749 DEBUG: View 3 : 0.552731092437 +2016-08-19 11:58:22,854 DEBUG: View 2 : 0.562745098039 +2016-08-19 11:58:23,131 DEBUG: View 4 : 0.501531058618 +2016-08-19 11:58:25,259 DEBUG: Best view : MiRNA__ +2016-08-19 11:58:25,409 DEBUG: Start: Iteration 568 +2016-08-19 11:58:25,702 DEBUG: View 0 : 0.490533691115 +2016-08-19 11:58:25,713 DEBUG: View 1 : 0.392857142857 +2016-08-19 11:58:25,965 DEBUG: View 3 : 0.501340996169 +2016-08-19 11:58:26,069 DEBUG: View 2 : 0.567620445097 +2016-08-19 11:58:26,341 DEBUG: View 4 : 0.53211517165 +2016-08-19 11:58:28,437 DEBUG: Best view : RNASeq_ +2016-08-19 11:58:28,587 DEBUG: Start: Iteration 569 +2016-08-19 11:58:28,823 DEBUG: View 0 : 0.57789269554 +2016-08-19 11:58:28,834 DEBUG: View 1 : 0.380612932196 +2016-08-19 11:58:29,088 DEBUG: View 3 : 0.653871391076 +2016-08-19 11:58:29,192 DEBUG: View 2 : 0.566925465839 +2016-08-19 11:58:29,466 DEBUG: View 4 : 0.595921622237 +2016-08-19 11:58:31,655 DEBUG: Best view : Clinic_ +2016-08-19 11:58:31,804 DEBUG: Start: Iteration 570 +2016-08-19 11:58:32,034 DEBUG: View 0 : 0.51900921659 +2016-08-19 11:58:32,045 DEBUG: View 1 : 0.762865497076 +2016-08-19 11:58:32,301 DEBUG: View 3 : 0.651193200392 +2016-08-19 11:58:32,431 DEBUG: View 2 : 0.57960199005 +2016-08-19 11:58:32,708 DEBUG: View 4 : 0.506332320162 +2016-08-19 11:58:34,901 DEBUG: Best view : Clinic_ +2016-08-19 11:58:35,053 DEBUG: Start: Iteration 571 +2016-08-19 11:58:35,342 DEBUG: View 0 : 0.373511904762 +2016-08-19 11:58:35,353 DEBUG: View 1 : 0.461982834507 +2016-08-19 11:58:35,606 DEBUG: View 3 : 0.557995951417 +2016-08-19 11:58:35,709 DEBUG: View 2 : 0.55415282392 +2016-08-19 11:58:35,984 DEBUG: View 4 : 0.505356781888 +2016-08-19 11:58:38,111 DEBUG: Best view : RNASeq_ +2016-08-19 11:58:38,263 DEBUG: Start: Iteration 572 +2016-08-19 11:58:38,551 DEBUG: View 0 : 0.521577380952 +2016-08-19 11:58:38,561 DEBUG: View 1 : 0.809767206478 +2016-08-19 11:58:38,814 DEBUG: View 3 : 0.611513513514 +2016-08-19 11:58:38,920 DEBUG: View 2 : 0.560519366197 +2016-08-19 11:58:39,188 DEBUG: View 4 : 0.566819772528 +2016-08-19 11:58:41,313 DEBUG: Best view : MiRNA__ +2016-08-19 11:58:41,463 DEBUG: Start: Iteration 573 +2016-08-19 11:58:41,749 DEBUG: View 0 : 0.577744411078 +2016-08-19 11:58:41,760 DEBUG: View 1 : 0.735066258919 +2016-08-19 11:58:42,013 DEBUG: View 3 : 0.559391872691 +2016-08-19 11:58:42,117 DEBUG: View 2 : 0.552368657387 +2016-08-19 11:58:42,391 DEBUG: View 4 : 0.562640163099 +2016-08-19 11:58:44,525 DEBUG: Best view : MiRNA__ +2016-08-19 11:58:44,675 DEBUG: Start: Iteration 574 +2016-08-19 11:58:44,972 DEBUG: View 0 : 0.429952830189 +2016-08-19 11:58:44,984 DEBUG: View 1 : 0.441995504496 +2016-08-19 11:58:45,239 DEBUG: View 3 : 0.520199761479 +2016-08-19 11:58:45,349 DEBUG: View 2 : 0.4875 +2016-08-19 11:58:45,622 DEBUG: View 4 : 0.499320484309 +2016-08-19 11:58:47,732 DEBUG: Best view : Clinic_ +2016-08-19 11:58:47,881 DEBUG: Start: Iteration 575 +2016-08-19 11:58:48,111 DEBUG: View 0 : 0.482664995823 +2016-08-19 11:58:48,123 DEBUG: View 1 : 0.567569036747 +2016-08-19 11:58:48,376 DEBUG: View 3 : 0.57828525641 +2016-08-19 11:58:48,477 DEBUG: View 2 : 0.491641182467 +2016-08-19 11:58:48,752 DEBUG: View 4 : 0.506311510484 +2016-08-19 11:58:50,943 DEBUG: Best view : Clinic_ +2016-08-19 11:58:51,094 DEBUG: Start: Iteration 576 +2016-08-19 11:58:51,392 DEBUG: View 0 : 0.473740349451 +2016-08-19 11:58:51,405 DEBUG: View 1 : 0.724767801858 +2016-08-19 11:58:51,662 DEBUG: View 3 : 0.574105718843 +2016-08-19 11:58:51,772 DEBUG: View 2 : 0.591463414634 +2016-08-19 11:58:52,053 DEBUG: View 4 : 0.569215086646 +2016-08-19 11:58:54,180 DEBUG: Best view : MiRNA__ +2016-08-19 11:58:54,329 DEBUG: Start: Iteration 577 +2016-08-19 11:58:54,575 DEBUG: View 0 : 0.77955465587 +2016-08-19 11:58:54,587 DEBUG: View 1 : 0.669642857143 +2016-08-19 11:58:54,841 DEBUG: View 3 : 0.532212028542 +2016-08-19 11:58:54,946 DEBUG: View 2 : 0.548791946309 +2016-08-19 11:58:55,219 DEBUG: View 4 : 0.610345581802 +2016-08-19 11:58:57,416 DEBUG: Best view : Methyl_ +2016-08-19 11:58:57,567 DEBUG: Start: Iteration 578 +2016-08-19 11:58:57,870 DEBUG: View 0 : 0.521590909091 +2016-08-19 11:58:57,882 DEBUG: View 1 : 0.479115479115 +2016-08-19 11:58:58,137 DEBUG: View 3 : 0.635333863275 +2016-08-19 11:58:58,241 DEBUG: View 2 : 0.632013952078 +2016-08-19 11:58:58,527 DEBUG: View 4 : 0.563791874555 +2016-08-19 11:59:00,672 DEBUG: Best view : Clinic_ +2016-08-19 11:59:00,823 DEBUG: Start: Iteration 579 +2016-08-19 11:59:01,058 DEBUG: View 0 : 0.487550328459 +2016-08-19 11:59:01,070 DEBUG: View 1 : 0.447544642857 +2016-08-19 11:59:01,334 DEBUG: View 3 : 0.513649425287 +2016-08-19 11:59:01,444 DEBUG: View 2 : 0.566818642351 +2016-08-19 11:59:01,732 DEBUG: View 4 : 0.54171723301 +2016-08-19 11:59:03,914 DEBUG: Best view : RNASeq_ +2016-08-19 11:59:04,069 DEBUG: Start: Iteration 580 +2016-08-19 11:59:04,303 DEBUG: View 0 : 0.523365978284 +2016-08-19 11:59:04,314 DEBUG: View 1 : 0.752622377622 +2016-08-19 11:59:04,570 DEBUG: View 3 : 0.413843784994 +2016-08-19 11:59:04,673 DEBUG: View 2 : 0.568732193732 +2016-08-19 11:59:04,951 DEBUG: View 4 : 0.51007751938 +2016-08-19 11:59:07,185 DEBUG: Best view : MiRNA__ +2016-08-19 11:59:07,336 DEBUG: Start: Iteration 581 +2016-08-19 11:59:07,641 DEBUG: View 0 : 0.527050395257 +2016-08-19 11:59:07,655 DEBUG: View 1 : 0.560810810811 +2016-08-19 11:59:07,916 DEBUG: View 3 : 0.566977225673 +2016-08-19 11:59:08,022 DEBUG: View 2 : 0.495369127517 +2016-08-19 11:59:08,300 DEBUG: View 4 : 0.552476780186 +2016-08-19 11:59:10,649 DEBUG: Best view : MiRNA__ +2016-08-19 11:59:10,803 DEBUG: Start: Iteration 582 +2016-08-19 11:59:11,060 DEBUG: View 0 : 0.584397163121 +2016-08-19 11:59:11,072 DEBUG: View 1 : 0.624961407842 +2016-08-19 11:59:11,331 DEBUG: View 3 : 0.450162162162 +2016-08-19 11:59:11,441 DEBUG: View 2 : 0.608126293996 +2016-08-19 11:59:11,721 DEBUG: View 4 : 0.637158890845 +2016-08-19 11:59:13,940 DEBUG: Best view : MRNASeq +2016-08-19 11:59:14,097 DEBUG: Start: Iteration 583 +2016-08-19 11:59:14,393 DEBUG: View 0 : 0.523365978284 +2016-08-19 11:59:14,403 DEBUG: View 1 : 0.362862318841 +2016-08-19 11:59:14,660 DEBUG: View 3 : 0.553821178821 +2016-08-19 11:59:14,765 DEBUG: View 2 : 0.523910840932 +2016-08-19 11:59:15,044 DEBUG: View 4 : 0.546717171717 +2016-08-19 11:59:17,209 DEBUG: Best view : Clinic_ +2016-08-19 11:59:17,365 DEBUG: Start: Iteration 584 +2016-08-19 11:59:17,592 DEBUG: View 0 : 0.419101237574 +2016-08-19 11:59:17,604 DEBUG: View 1 : 0.683247200689 +2016-08-19 11:59:17,860 DEBUG: View 3 : 0.652430555556 +2016-08-19 11:59:17,964 DEBUG: View 2 : 0.544908245025 +2016-08-19 11:59:18,236 DEBUG: View 4 : 0.545850293985 +2016-08-19 11:59:20,473 DEBUG: Best view : Clinic_ +2016-08-19 11:59:20,629 DEBUG: Start: Iteration 585 +2016-08-19 11:59:20,917 DEBUG: View 0 : 0.808080808081 +2016-08-19 11:59:20,927 DEBUG: View 1 : 0.730138169257 +2016-08-19 11:59:21,181 DEBUG: View 3 : 0.556240063593 +2016-08-19 11:59:21,287 DEBUG: View 2 : 0.496442770454 +2016-08-19 11:59:21,555 DEBUG: View 4 : 0.521125143513 +2016-08-19 11:59:23,759 DEBUG: Best view : Clinic_ +2016-08-19 11:59:23,915 DEBUG: Start: Iteration 586 +2016-08-19 11:59:24,205 DEBUG: View 0 : 0.473740349451 +2016-08-19 11:59:24,217 DEBUG: View 1 : 0.655548817465 +2016-08-19 11:59:24,470 DEBUG: View 3 : 0.497570850202 +2016-08-19 11:59:24,577 DEBUG: View 2 : 0.545850293985 +2016-08-19 11:59:24,852 DEBUG: View 4 : 0.591463414634 +2016-08-19 11:59:27,053 DEBUG: Best view : MiRNA__ +2016-08-19 11:59:27,212 DEBUG: Start: Iteration 587 +2016-08-19 11:59:27,506 DEBUG: View 0 : 0.420321637427 +2016-08-19 11:59:27,516 DEBUG: View 1 : 0.736658580958 +2016-08-19 11:59:27,771 DEBUG: View 3 : 0.657727272727 +2016-08-19 11:59:27,876 DEBUG: View 2 : 0.57307882382 +2016-08-19 11:59:28,155 DEBUG: View 4 : 0.576914098973 +2016-08-19 11:59:30,372 DEBUG: Best view : MiRNA__ +2016-08-19 11:59:30,530 DEBUG: Start: Iteration 588 +2016-08-19 11:59:30,825 DEBUG: View 0 : 0.604500891266 +2016-08-19 11:59:30,836 DEBUG: View 1 : 0.572782874618 +2016-08-19 11:59:31,091 DEBUG: View 3 : 0.572925101215 +2016-08-19 11:59:31,195 DEBUG: View 2 : 0.585918003565 +2016-08-19 11:59:31,476 DEBUG: View 4 : 0.5125 +2016-08-19 11:59:33,693 DEBUG: Best view : RNASeq_ +2016-08-19 11:59:33,862 DEBUG: Start: Iteration 589 +2016-08-19 11:59:34,096 DEBUG: View 0 : 0.431544359255 +2016-08-19 11:59:34,110 DEBUG: View 1 : 0.64649122807 +2016-08-19 11:59:34,375 DEBUG: View 3 : 0.542580645161 +2016-08-19 11:59:34,508 DEBUG: View 2 : 0.546518987342 +2016-08-19 11:59:34,784 DEBUG: View 4 : 0.482570061517 +2016-08-19 11:59:36,993 DEBUG: Best view : MiRNA__ +2016-08-19 11:59:37,155 DEBUG: Start: Iteration 590 +2016-08-19 11:59:37,448 DEBUG: View 0 : 0.589926160338 +2016-08-19 11:59:37,460 DEBUG: View 1 : 0.439405405405 +2016-08-19 11:59:37,717 DEBUG: View 3 : 0.658208955224 +2016-08-19 11:59:37,822 DEBUG: View 2 : 0.539245841877 +2016-08-19 11:59:38,103 DEBUG: View 4 : 0.528235653236 +2016-08-19 11:59:40,328 DEBUG: Best view : Clinic_ +2016-08-19 11:59:40,494 DEBUG: Start: Iteration 591 +2016-08-19 11:59:40,796 DEBUG: View 0 : 0.520231846019 +2016-08-19 11:59:40,806 DEBUG: View 1 : 0.634564164649 +2016-08-19 11:59:41,060 DEBUG: View 3 : 0.542633292633 +2016-08-19 11:59:41,165 DEBUG: View 2 : 0.552731092437 +2016-08-19 11:59:41,445 DEBUG: View 4 : 0.493905217589 +2016-08-19 11:59:43,625 DEBUG: Best view : MiRNA__ +2016-08-19 11:59:43,778 DEBUG: Start: Iteration 592 +2016-08-19 11:59:44,012 DEBUG: View 0 : 0.503510863805 +2016-08-19 11:59:44,024 DEBUG: View 1 : 0.634929715593 +2016-08-19 11:59:44,282 DEBUG: View 3 : 0.542075163399 +2016-08-19 11:59:44,387 DEBUG: View 2 : 0.550497121926 +2016-08-19 11:59:44,655 DEBUG: View 4 : 0.540221140191 +2016-08-19 11:59:46,908 DEBUG: Best view : MiRNA__ +2016-08-19 11:59:47,062 DEBUG: Start: Iteration 593 +2016-08-19 11:59:47,352 DEBUG: View 0 : 0.588304093567 +2016-08-19 11:59:47,363 DEBUG: View 1 : 0.655548817465 +2016-08-19 11:59:47,616 DEBUG: View 3 : 0.653871391076 +2016-08-19 11:59:47,719 DEBUG: View 2 : 0.553821178821 +2016-08-19 11:59:47,995 DEBUG: View 4 : 0.578882371102 +2016-08-19 11:59:50,199 DEBUG: Best view : Clinic_ +2016-08-19 11:59:50,354 DEBUG: Start: Iteration 594 +2016-08-19 11:59:50,585 DEBUG: View 0 : 0.570047169811 +2016-08-19 11:59:50,597 DEBUG: View 1 : 0.689136125654 +2016-08-19 11:59:50,851 DEBUG: View 3 : 0.555260469867 +2016-08-19 11:59:50,953 DEBUG: View 2 : 0.598997890295 +2016-08-19 11:59:51,228 DEBUG: View 4 : 0.570498428379 +2016-08-19 11:59:53,467 DEBUG: Best view : RNASeq_ +2016-08-19 11:59:53,621 DEBUG: Start: Iteration 595 +2016-08-19 11:59:53,914 DEBUG: View 0 : 0.529669762642 +2016-08-19 11:59:53,926 DEBUG: View 1 : 0.411768763797 +2016-08-19 11:59:54,185 DEBUG: View 3 : 0.59013391923 +2016-08-19 11:59:54,315 DEBUG: View 2 : 0.527910685805 +2016-08-19 11:59:54,592 DEBUG: View 4 : 0.607354443309 +2016-08-19 11:59:56,839 DEBUG: Best view : MRNASeq +2016-08-19 11:59:56,994 DEBUG: Start: Iteration 596 +2016-08-19 11:59:57,236 DEBUG: View 0 : 0.507471264368 +2016-08-19 11:59:57,247 DEBUG: View 1 : 0.698109243697 +2016-08-19 11:59:57,501 DEBUG: View 3 : 0.552368657387 +2016-08-19 11:59:57,606 DEBUG: View 2 : 0.503748733536 +2016-08-19 11:59:57,876 DEBUG: View 4 : 0.582116788321 +2016-08-19 12:00:00,116 DEBUG: Best view : MiRNA__ +2016-08-19 12:00:00,269 DEBUG: Start: Iteration 597 +2016-08-19 12:00:00,498 DEBUG: View 0 : 0.420321637427 +2016-08-19 12:00:00,511 DEBUG: View 1 : 0.622946330778 +2016-08-19 12:00:00,766 DEBUG: View 3 : 0.535260183659 +2016-08-19 12:00:00,871 DEBUG: View 2 : 0.577586206897 +2016-08-19 12:00:01,142 DEBUG: View 4 : 0.54632505176 +2016-08-19 12:00:03,396 DEBUG: Best view : RNASeq_ +2016-08-19 12:00:03,554 DEBUG: Start: Iteration 598 +2016-08-19 12:00:03,782 DEBUG: View 0 : 0.493688489516 +2016-08-19 12:00:03,792 DEBUG: View 1 : 0.631343556042 +2016-08-19 12:00:04,043 DEBUG: View 3 : 0.611386138614 +2016-08-19 12:00:04,148 DEBUG: View 2 : 0.600140056022 +2016-08-19 12:00:04,416 DEBUG: View 4 : 0.517927871586 +2016-08-19 12:00:06,706 DEBUG: Best view : RNASeq_ +2016-08-19 12:00:06,863 DEBUG: Start: Iteration 599 +2016-08-19 12:00:07,149 DEBUG: View 0 : 0.615570469799 +2016-08-19 12:00:07,162 DEBUG: View 1 : 0.742978208232 +2016-08-19 12:00:07,416 DEBUG: View 3 : 0.563538392456 +2016-08-19 12:00:07,518 DEBUG: View 2 : 0.582604663487 +2016-08-19 12:00:07,795 DEBUG: View 4 : 0.556240063593 +2016-08-19 12:00:10,005 DEBUG: Best view : MiRNA__ +2016-08-19 12:00:10,161 DEBUG: Start: Iteration 600 +2016-08-19 12:00:10,458 DEBUG: View 0 : 0.490417743325 +2016-08-19 12:00:10,470 DEBUG: View 1 : 0.808080808081 +2016-08-19 12:00:10,734 DEBUG: View 3 : 0.653998778999 +2016-08-19 12:00:10,844 DEBUG: View 2 : 0.568231292517 +2016-08-19 12:00:11,145 DEBUG: View 4 : 0.542580645161 +2016-08-19 12:00:13,430 DEBUG: Best view : Clinic_ +2016-08-19 12:00:13,588 DEBUG: Start: Iteration 601 +2016-08-19 12:00:13,877 DEBUG: View 0 : 0.466767676768 +2016-08-19 12:00:13,888 DEBUG: View 1 : 0.623366013072 +2016-08-19 12:00:14,144 DEBUG: View 3 : 0.640687544149 +2016-08-19 12:00:14,251 DEBUG: View 2 : 0.599104599105 +2016-08-19 12:00:14,524 DEBUG: View 4 : 0.505240373661 +2016-08-19 12:00:16,747 DEBUG: Best view : Clinic_ +2016-08-19 12:00:16,905 DEBUG: Start: Iteration 602 +2016-08-19 12:00:17,211 DEBUG: View 0 : 0.527673153379 +2016-08-19 12:00:17,222 DEBUG: View 1 : 0.559412132583 +2016-08-19 12:00:17,481 DEBUG: View 3 : 0.547714604236 +2016-08-19 12:00:17,610 DEBUG: View 2 : 0.541198922317 +2016-08-19 12:00:17,886 DEBUG: View 4 : 0.549570862676 +2016-08-19 12:00:20,166 DEBUG: Best view : Clinic_ +2016-08-19 12:00:20,326 DEBUG: Start: Iteration 603 +2016-08-19 12:00:20,553 DEBUG: View 0 : 0.778855975485 +2016-08-19 12:00:20,564 DEBUG: View 1 : 0.565423901941 +2016-08-19 12:00:20,827 DEBUG: View 3 : 0.53188172043 +2016-08-19 12:00:20,972 DEBUG: View 2 : 0.502429149798 +2016-08-19 12:00:21,240 DEBUG: View 4 : 0.516693163752 +2016-08-19 12:00:23,488 DEBUG: Best view : Methyl_ +2016-08-19 12:00:23,647 DEBUG: Start: Iteration 604 +2016-08-19 12:00:23,900 DEBUG: View 0 : 0.560160427807 +2016-08-19 12:00:23,912 DEBUG: View 1 : 0.585152617748 +2016-08-19 12:00:24,168 DEBUG: View 3 : 0.491641182467 +2016-08-19 12:00:24,273 DEBUG: View 2 : 0.592975206612 +2016-08-19 12:00:24,546 DEBUG: View 4 : 0.567049272116 +2016-08-19 12:00:26,819 DEBUG: Best view : RNASeq_ +2016-08-19 12:00:26,977 DEBUG: Start: Iteration 605 +2016-08-19 12:00:27,234 DEBUG: View 0 : 0.498557692308 +2016-08-19 12:00:27,245 DEBUG: View 1 : 0.441699328108 +2016-08-19 12:00:27,501 DEBUG: View 3 : 0.604044117647 +2016-08-19 12:00:27,606 DEBUG: View 2 : 0.52186331533 +2016-08-19 12:00:27,881 DEBUG: View 4 : 0.542279411765 +2016-08-19 12:00:30,155 DEBUG: Best view : Clinic_ +2016-08-19 12:00:30,313 DEBUG: Start: Iteration 606 +2016-08-19 12:00:30,608 DEBUG: View 0 : 0.576495586793 +2016-08-19 12:00:30,619 DEBUG: View 1 : 0.617023781493 +2016-08-19 12:00:30,880 DEBUG: View 3 : 0.60210312076 +2016-08-19 12:00:30,983 DEBUG: View 2 : 0.560519366197 +2016-08-19 12:00:31,262 DEBUG: View 4 : 0.571843434343 +2016-08-19 12:00:33,494 DEBUG: Best view : Clinic_ +2016-08-19 12:00:33,653 DEBUG: Start: Iteration 607 +2016-08-19 12:00:33,944 DEBUG: View 0 : 0.622208436725 +2016-08-19 12:00:33,955 DEBUG: View 1 : 0.496655965757 +2016-08-19 12:00:34,207 DEBUG: View 3 : 0.603621621622 +2016-08-19 12:00:34,314 DEBUG: View 2 : 0.587027579162 +2016-08-19 12:00:34,593 DEBUG: View 4 : 0.523181818182 +2016-08-19 12:00:36,842 DEBUG: Best view : Methyl_ +2016-08-19 12:00:37,002 DEBUG: Start: Iteration 608 +2016-08-19 12:00:37,291 DEBUG: View 0 : 0.523365978284 +2016-08-19 12:00:37,302 DEBUG: View 1 : 0.590642458101 +2016-08-19 12:00:37,555 DEBUG: View 3 : 0.644891640867 +2016-08-19 12:00:37,659 DEBUG: View 2 : 0.53878695209 +2016-08-19 12:00:37,934 DEBUG: View 4 : 0.458119344583 +2016-08-19 12:00:40,196 DEBUG: Best view : Clinic_ +2016-08-19 12:00:40,358 DEBUG: Start: Iteration 609 +2016-08-19 12:00:40,614 DEBUG: View 0 : 0.527673153379 +2016-08-19 12:00:40,625 DEBUG: View 1 : 0.593068297655 +2016-08-19 12:00:40,882 DEBUG: View 3 : 0.533319536424 +2016-08-19 12:00:40,983 DEBUG: View 2 : 0.630079568059 +2016-08-19 12:00:41,262 DEBUG: View 4 : 0.450781664017 +2016-08-19 12:00:43,559 DEBUG: Best view : RNASeq_ +2016-08-19 12:00:43,720 DEBUG: Start: Iteration 610 +2016-08-19 12:00:43,976 DEBUG: View 0 : 0.499633431085 +2016-08-19 12:00:43,988 DEBUG: View 1 : 0.607351712615 +2016-08-19 12:00:44,248 DEBUG: View 3 : 0.527673855634 +2016-08-19 12:00:44,395 DEBUG: View 2 : 0.590293742018 +2016-08-19 12:00:44,666 DEBUG: View 4 : 0.514437012263 +2016-08-19 12:00:46,983 DEBUG: Best view : RNASeq_ +2016-08-19 12:00:47,143 DEBUG: Start: Iteration 611 +2016-08-19 12:00:47,378 DEBUG: View 0 : 0.525265628861 +2016-08-19 12:00:47,388 DEBUG: View 1 : 0.830602750809 +2016-08-19 12:00:47,652 DEBUG: View 3 : 0.501722158439 +2016-08-19 12:00:47,765 DEBUG: View 2 : 0.506852898096 +2016-08-19 12:00:48,048 DEBUG: View 4 : 0.580819426615 +2016-08-19 12:00:50,363 DEBUG: Best view : MiRNA__ +2016-08-19 12:00:50,522 DEBUG: Start: Iteration 612 +2016-08-19 12:00:50,806 DEBUG: View 0 : 0.498557692308 +2016-08-19 12:00:50,817 DEBUG: View 1 : 0.465927750411 +2016-08-19 12:00:51,078 DEBUG: View 3 : 0.636092581362 +2016-08-19 12:00:51,206 DEBUG: View 2 : 0.53835978836 +2016-08-19 12:00:51,478 DEBUG: View 4 : 0.588231236203 +2016-08-19 12:00:53,768 DEBUG: Best view : Clinic_ +2016-08-19 12:00:53,930 DEBUG: Start: Iteration 613 +2016-08-19 12:00:54,196 DEBUG: View 0 : 0.601835001517 +2016-08-19 12:00:54,207 DEBUG: View 1 : 0.573529411765 +2016-08-19 12:00:54,476 DEBUG: View 3 : 0.511528874117 +2016-08-19 12:00:54,588 DEBUG: View 2 : 0.60210312076 +2016-08-19 12:00:54,895 DEBUG: View 4 : 0.57828525641 +2016-08-19 12:00:57,231 DEBUG: Best view : RNASeq_ +2016-08-19 12:00:57,393 DEBUG: Start: Iteration 614 +2016-08-19 12:00:57,693 DEBUG: View 0 : 0.612751390672 +2016-08-19 12:00:57,703 DEBUG: View 1 : 0.316546369204 +2016-08-19 12:00:57,963 DEBUG: View 3 : 0.585152617748 +2016-08-19 12:00:58,080 DEBUG: View 2 : 0.543972445465 +2016-08-19 12:00:58,358 DEBUG: View 4 : 0.569559506971 +2016-08-19 12:01:00,744 DEBUG: Best view : Methyl_ +2016-08-19 12:01:00,916 DEBUG: Start: Iteration 615 +2016-08-19 12:01:01,271 DEBUG: View 0 : 0.511441647597 +2016-08-19 12:01:01,278 DEBUG: View 1 : 0.663422131148 +2016-08-19 12:01:01,537 DEBUG: View 3 : 0.594364937388 +2016-08-19 12:01:01,642 DEBUG: View 2 : 0.552731092437 +2016-08-19 12:01:01,927 DEBUG: View 4 : 0.584406565657 +2016-08-19 12:01:04,298 DEBUG: Best view : Clinic_ +2016-08-19 12:01:04,465 DEBUG: Start: Iteration 616 +2016-08-19 12:01:04,769 DEBUG: View 0 : 0.535055865922 +2016-08-19 12:01:04,781 DEBUG: View 1 : 0.623304473304 +2016-08-19 12:01:05,042 DEBUG: View 3 : 0.60479616307 +2016-08-19 12:01:05,146 DEBUG: View 2 : 0.531120078259 +2016-08-19 12:01:05,420 DEBUG: View 4 : 0.571467869718 +2016-08-19 12:01:07,848 DEBUG: Best view : Clinic_ +2016-08-19 12:01:08,016 DEBUG: Start: Iteration 617 +2016-08-19 12:01:08,317 DEBUG: View 0 : 0.498557692308 +2016-08-19 12:01:08,327 DEBUG: View 1 : 0.608969263381 +2016-08-19 12:01:08,590 DEBUG: View 3 : 0.507926829268 +2016-08-19 12:01:08,704 DEBUG: View 2 : 0.607351712615 +2016-08-19 12:01:08,983 DEBUG: View 4 : 0.512774111135 +2016-08-19 12:01:11,350 DEBUG: Best view : RNASeq_ +2016-08-19 12:01:11,521 DEBUG: Start: Iteration 618 +2016-08-19 12:01:11,825 DEBUG: View 0 : 0.467756526234 +2016-08-19 12:01:11,836 DEBUG: View 1 : 0.740792262851 +2016-08-19 12:01:12,099 DEBUG: View 3 : 0.565873015873 +2016-08-19 12:01:12,202 DEBUG: View 2 : 0.611753034547 +2016-08-19 12:01:12,476 DEBUG: View 4 : 0.542279411765 +2016-08-19 12:01:14,960 DEBUG: Best view : MiRNA__ +2016-08-19 12:01:15,144 DEBUG: Start: Iteration 619 +2016-08-19 12:01:15,376 DEBUG: View 0 : 0.399074074074 +2016-08-19 12:01:15,386 DEBUG: View 1 : 0.684315531001 +2016-08-19 12:01:15,638 DEBUG: View 3 : 0.600421940928 +2016-08-19 12:01:15,744 DEBUG: View 2 : 0.540262767535 +2016-08-19 12:01:16,020 DEBUG: View 4 : 0.551424222657 +2016-08-19 12:01:18,411 DEBUG: Best view : MiRNA__ +2016-08-19 12:01:18,576 DEBUG: Start: Iteration 620 +2016-08-19 12:01:18,805 DEBUG: View 0 : 0.432430963253 +2016-08-19 12:01:18,818 DEBUG: View 1 : 0.648913951546 +2016-08-19 12:01:19,071 DEBUG: View 3 : 0.596789574062 +2016-08-19 12:01:19,177 DEBUG: View 2 : 0.634659090909 +2016-08-19 12:01:19,458 DEBUG: View 4 : 0.499784946237 +2016-08-19 12:01:21,848 DEBUG: Best view : RNASeq_ +2016-08-19 12:01:22,010 DEBUG: Start: Iteration 621 +2016-08-19 12:01:22,238 DEBUG: View 0 : 0.437032185629 +2016-08-19 12:01:22,250 DEBUG: View 1 : 0.642006802721 +2016-08-19 12:01:22,504 DEBUG: View 3 : 0.635435617546 +2016-08-19 12:01:22,606 DEBUG: View 2 : 0.562144798616 +2016-08-19 12:01:22,889 DEBUG: View 4 : 0.605545090652 +2016-08-19 12:01:25,236 DEBUG: Best view : Clinic_ +2016-08-19 12:01:25,398 DEBUG: Start: Iteration 622 +2016-08-19 12:01:25,629 DEBUG: View 0 : 0.561475409836 +2016-08-19 12:01:25,639 DEBUG: View 1 : 0.809956709957 +2016-08-19 12:01:25,896 DEBUG: View 3 : 0.469872185027 +2016-08-19 12:01:25,998 DEBUG: View 2 : 0.557014767932 +2016-08-19 12:01:26,274 DEBUG: View 4 : 0.574503311258 +2016-08-19 12:01:28,670 DEBUG: Best view : MiRNA__ +2016-08-19 12:01:28,832 DEBUG: Start: Iteration 623 +2016-08-19 12:01:29,127 DEBUG: View 0 : 0.481052506534 +2016-08-19 12:01:29,139 DEBUG: View 1 : 0.811224489796 +2016-08-19 12:01:29,396 DEBUG: View 3 : 0.606524911403 +2016-08-19 12:01:29,495 DEBUG: View 2 : 0.560606060606 +2016-08-19 12:01:29,767 DEBUG: View 4 : 0.558689302665 +2016-08-19 12:01:32,129 DEBUG: Best view : Clinic_ +2016-08-19 12:01:32,292 DEBUG: Start: Iteration 624 +2016-08-19 12:01:32,530 DEBUG: View 0 : 0.603517694427 +2016-08-19 12:01:32,540 DEBUG: View 1 : 0.576852866009 +2016-08-19 12:01:32,802 DEBUG: View 3 : 0.603517694427 +2016-08-19 12:01:32,915 DEBUG: View 2 : 0.509140008309 +2016-08-19 12:01:33,193 DEBUG: View 4 : 0.556582689963 +2016-08-19 12:01:35,543 DEBUG: Best view : Clinic_ +2016-08-19 12:01:35,707 DEBUG: Start: Iteration 625 +2016-08-19 12:01:36,002 DEBUG: View 0 : 0.634564164649 +2016-08-19 12:01:36,015 DEBUG: View 1 : 0.54492621791 +2016-08-19 12:01:36,272 DEBUG: View 3 : 0.629927090453 +2016-08-19 12:01:36,379 DEBUG: View 2 : 0.581968042071 +2016-08-19 12:01:36,647 DEBUG: View 4 : 0.533927454659 +2016-08-19 12:01:38,994 DEBUG: Best view : Clinic_ +2016-08-19 12:01:39,157 DEBUG: Start: Iteration 626 +2016-08-19 12:01:39,454 DEBUG: View 0 : 0.526259650549 +2016-08-19 12:01:39,463 DEBUG: View 1 : 0.417074413863 +2016-08-19 12:01:39,714 DEBUG: View 3 : 0.522992159356 +2016-08-19 12:01:39,819 DEBUG: View 2 : 0.525459459459 +2016-08-19 12:01:40,100 DEBUG: View 4 : 0.542208462332 +2016-08-19 12:01:42,431 DEBUG: Best view : MRNASeq +2016-08-19 12:01:42,594 DEBUG: Start: Iteration 627 +2016-08-19 12:01:42,829 DEBUG: View 0 : 0.487550328459 +2016-08-19 12:01:42,842 DEBUG: View 1 : 0.634564164649 +2016-08-19 12:01:43,094 DEBUG: View 3 : 0.462441314554 +2016-08-19 12:01:43,196 DEBUG: View 2 : 0.549570862676 +2016-08-19 12:01:43,470 DEBUG: View 4 : 0.597061803445 +2016-08-19 12:01:45,865 DEBUG: Best view : MiRNA__ +2016-08-19 12:01:46,028 DEBUG: Start: Iteration 628 +2016-08-19 12:01:46,259 DEBUG: View 0 : 0.496208674553 +2016-08-19 12:01:46,269 DEBUG: View 1 : 0.70171434368 +2016-08-19 12:01:46,521 DEBUG: View 3 : 0.571905339806 +2016-08-19 12:01:46,625 DEBUG: View 2 : 0.527070707071 +2016-08-19 12:01:46,903 DEBUG: View 4 : 0.536575481256 +2016-08-19 12:01:49,311 DEBUG: Best view : MiRNA__ +2016-08-19 12:01:49,476 DEBUG: Start: Iteration 629 +2016-08-19 12:01:49,763 DEBUG: View 0 : 0.573634453782 +2016-08-19 12:01:49,773 DEBUG: View 1 : 0.427139037433 +2016-08-19 12:01:50,035 DEBUG: View 3 : 0.508596278317 +2016-08-19 12:01:50,175 DEBUG: View 2 : 0.564235055724 +2016-08-19 12:01:50,449 DEBUG: View 4 : 0.563978494624 +2016-08-19 12:01:52,871 DEBUG: Best view : MRNASeq +2016-08-19 12:01:53,035 DEBUG: Start: Iteration 630 +2016-08-19 12:01:53,265 DEBUG: View 0 : 0.448484848485 +2016-08-19 12:01:53,278 DEBUG: View 1 : 0.692399216125 +2016-08-19 12:01:53,532 DEBUG: View 3 : 0.536216216216 +2016-08-19 12:01:53,639 DEBUG: View 2 : 0.479569327731 +2016-08-19 12:01:53,907 DEBUG: View 4 : 0.554669585157 +2016-08-19 12:01:56,315 DEBUG: Best view : MiRNA__ +2016-08-19 12:01:56,481 DEBUG: Start: Iteration 631 +2016-08-19 12:01:56,739 DEBUG: View 0 : 0.483879841549 +2016-08-19 12:01:56,752 DEBUG: View 1 : 0.418771468984 +2016-08-19 12:01:57,009 DEBUG: View 3 : 0.519177791905 +2016-08-19 12:01:57,116 DEBUG: View 2 : 0.555639781686 +2016-08-19 12:01:57,394 DEBUG: View 4 : 0.555141579732 +2016-08-19 12:01:59,777 DEBUG: Best view : MRNASeq +2016-08-19 12:01:59,941 DEBUG: Start: Iteration 632 +2016-08-19 12:02:00,188 DEBUG: View 0 : 0.465927750411 +2016-08-19 12:02:00,198 DEBUG: View 1 : 0.714478764479 +2016-08-19 12:02:00,451 DEBUG: View 3 : 0.62460425147 +2016-08-19 12:02:00,553 DEBUG: View 2 : 0.537157287157 +2016-08-19 12:02:00,829 DEBUG: View 4 : 0.57828525641 +2016-08-19 12:02:03,226 DEBUG: Best view : Clinic_ +2016-08-19 12:02:03,391 DEBUG: Start: Iteration 633 +2016-08-19 12:02:03,681 DEBUG: View 0 : 0.414193548387 +2016-08-19 12:02:03,695 DEBUG: View 1 : 0.557106598985 +2016-08-19 12:02:03,947 DEBUG: View 3 : 0.546717171717 +2016-08-19 12:02:04,047 DEBUG: View 2 : 0.568041871921 +2016-08-19 12:02:04,326 DEBUG: View 4 : 0.522069317023 +2016-08-19 12:02:06,675 DEBUG: Best view : Clinic_ +2016-08-19 12:02:06,842 DEBUG: Start: Iteration 634 +2016-08-19 12:02:07,141 DEBUG: View 0 : 0.551630434783 +2016-08-19 12:02:07,153 DEBUG: View 1 : 0.462441314554 +2016-08-19 12:02:07,406 DEBUG: View 3 : 0.632934070434 +2016-08-19 12:02:07,508 DEBUG: View 2 : 0.603137651822 +2016-08-19 12:02:07,784 DEBUG: View 4 : 0.536622073579 +2016-08-19 12:02:10,157 DEBUG: Best view : Clinic_ +2016-08-19 12:02:10,322 DEBUG: Start: Iteration 635 +2016-08-19 12:02:10,571 DEBUG: View 0 : 0.458843537415 +2016-08-19 12:02:10,585 DEBUG: View 1 : 0.498666073811 +2016-08-19 12:02:10,841 DEBUG: View 3 : 0.619352869353 +2016-08-19 12:02:10,944 DEBUG: View 2 : 0.53399189463 +2016-08-19 12:02:11,214 DEBUG: View 4 : 0.480525550478 +2016-08-19 12:02:13,617 DEBUG: Best view : Clinic_ +2016-08-19 12:02:13,781 DEBUG: Start: Iteration 636 +2016-08-19 12:02:14,068 DEBUG: View 0 : 0.529349363508 +2016-08-19 12:02:14,077 DEBUG: View 1 : 0.615942028986 +2016-08-19 12:02:14,331 DEBUG: View 3 : 0.523181818182 +2016-08-19 12:02:14,436 DEBUG: View 2 : 0.508596278317 +2016-08-19 12:02:14,707 DEBUG: View 4 : 0.548483923484 +2016-08-19 12:02:17,082 DEBUG: Best view : MiRNA__ +2016-08-19 12:02:17,247 DEBUG: Start: Iteration 637 +2016-08-19 12:02:17,544 DEBUG: View 0 : 0.417447306792 +2016-08-19 12:02:17,555 DEBUG: View 1 : 0.689136125654 +2016-08-19 12:02:17,809 DEBUG: View 3 : 0.539193729003 +2016-08-19 12:02:17,913 DEBUG: View 2 : 0.528971028971 +2016-08-19 12:02:18,187 DEBUG: View 4 : 0.509352517986 +2016-08-19 12:02:20,561 DEBUG: Best view : MiRNA__ +2016-08-19 12:02:20,728 DEBUG: Start: Iteration 638 +2016-08-19 12:02:21,025 DEBUG: View 0 : 0.580230880231 +2016-08-19 12:02:21,036 DEBUG: View 1 : 0.591463414634 +2016-08-19 12:02:21,292 DEBUG: View 3 : 0.693055555556 +2016-08-19 12:02:21,397 DEBUG: View 2 : 0.61847826087 +2016-08-19 12:02:21,670 DEBUG: View 4 : 0.505776848592 +2016-08-19 12:02:24,043 DEBUG: Best view : Clinic_ +2016-08-19 12:02:24,209 DEBUG: Start: Iteration 639 +2016-08-19 12:02:24,473 DEBUG: View 0 : 0.547953216374 +2016-08-19 12:02:24,485 DEBUG: View 1 : 0.527493169399 +2016-08-19 12:02:24,737 DEBUG: View 3 : 0.652900843882 +2016-08-19 12:02:24,843 DEBUG: View 2 : 0.52355638941 +2016-08-19 12:02:25,124 DEBUG: View 4 : 0.609957993575 +2016-08-19 12:02:27,520 DEBUG: Best view : Clinic_ +2016-08-19 12:02:27,686 DEBUG: Start: Iteration 640 +2016-08-19 12:02:27,940 DEBUG: View 0 : 0.495178162798 +2016-08-19 12:02:27,952 DEBUG: View 1 : 0.628973392983 +2016-08-19 12:02:28,206 DEBUG: View 3 : 0.617023781493 +2016-08-19 12:02:28,309 DEBUG: View 2 : 0.530432136336 +2016-08-19 12:02:28,586 DEBUG: View 4 : 0.492135761589 +2016-08-19 12:02:31,034 DEBUG: Best view : MiRNA__ +2016-08-19 12:02:31,200 DEBUG: Start: Iteration 641 +2016-08-19 12:02:31,430 DEBUG: View 0 : 0.472326846621 +2016-08-19 12:02:31,442 DEBUG: View 1 : 0.812820512821 +2016-08-19 12:02:31,701 DEBUG: View 3 : 0.575611784272 +2016-08-19 12:02:31,830 DEBUG: View 2 : 0.585371880405 +2016-08-19 12:02:32,099 DEBUG: View 4 : 0.574708127526 +2016-08-19 12:02:34,545 DEBUG: Best view : Clinic_ +2016-08-19 12:02:34,720 DEBUG: Start: Iteration 642 +2016-08-19 12:02:35,039 DEBUG: View 0 : 0.46600810537 +2016-08-19 12:02:35,054 DEBUG: View 1 : 0.739495798319 +2016-08-19 12:02:35,339 DEBUG: View 3 : 0.506852898096 +2016-08-19 12:02:35,447 DEBUG: View 2 : 0.597061803445 +2016-08-19 12:02:35,774 DEBUG: View 4 : 0.55278340081 +2016-08-19 12:02:38,356 DEBUG: Best view : MiRNA__ +2016-08-19 12:02:38,523 DEBUG: Start: Iteration 643 +2016-08-19 12:02:38,815 DEBUG: View 0 : 0.601351351351 +2016-08-19 12:02:38,826 DEBUG: View 1 : 0.699110671937 +2016-08-19 12:02:39,085 DEBUG: View 3 : 0.519474449522 +2016-08-19 12:02:39,228 DEBUG: View 2 : 0.555396096441 +2016-08-19 12:02:39,497 DEBUG: View 4 : 0.555141579732 +2016-08-19 12:02:41,974 DEBUG: Best view : MiRNA__ +2016-08-19 12:02:42,145 DEBUG: Start: Iteration 644 +2016-08-19 12:02:42,440 DEBUG: View 0 : 0.559930313589 +2016-08-19 12:02:42,453 DEBUG: View 1 : 0.582925586137 +2016-08-19 12:02:42,706 DEBUG: View 3 : 0.536023206751 +2016-08-19 12:02:42,812 DEBUG: View 2 : 0.578856328856 +2016-08-19 12:02:43,082 DEBUG: View 4 : 0.586917181179 +2016-08-19 12:02:45,553 DEBUG: Best view : MRNASeq +2016-08-19 12:02:45,724 DEBUG: Start: Iteration 645 +2016-08-19 12:02:45,957 DEBUG: View 0 : 0.792971509301 +2016-08-19 12:02:45,969 DEBUG: View 1 : 0.680735930736 +2016-08-19 12:02:46,222 DEBUG: View 3 : 0.541396103896 +2016-08-19 12:02:46,321 DEBUG: View 2 : 0.516512235685 +2016-08-19 12:02:46,599 DEBUG: View 4 : 0.609246954596 +2016-08-19 12:02:49,044 DEBUG: Best view : Methyl_ +2016-08-19 12:02:49,212 DEBUG: Start: Iteration 646 +2016-08-19 12:02:49,503 DEBUG: View 0 : 0.808080808081 +2016-08-19 12:02:49,514 DEBUG: View 1 : 0.459528688525 +2016-08-19 12:02:49,765 DEBUG: View 3 : 0.560300925926 +2016-08-19 12:02:49,870 DEBUG: View 2 : 0.565171650055 +2016-08-19 12:02:50,140 DEBUG: View 4 : 0.514702702703 +2016-08-19 12:02:52,545 DEBUG: Best view : Clinic_ +2016-08-19 12:02:52,728 DEBUG: Start: Iteration 647 +2016-08-19 12:02:53,037 DEBUG: View 0 : 0.482432432432 +2016-08-19 12:02:53,048 DEBUG: View 1 : 0.730138169257 +2016-08-19 12:02:53,318 DEBUG: View 3 : 0.562881562882 +2016-08-19 12:02:53,433 DEBUG: View 2 : 0.542354740061 +2016-08-19 12:02:53,728 DEBUG: View 4 : 0.536575481256 +2016-08-19 12:02:56,265 DEBUG: Best view : MiRNA__ +2016-08-19 12:02:56,432 DEBUG: Start: Iteration 648 +2016-08-19 12:02:56,731 DEBUG: View 0 : 0.469232596816 +2016-08-19 12:02:56,741 DEBUG: View 1 : 0.727038183695 +2016-08-19 12:02:57,000 DEBUG: View 3 : 0.705379746835 +2016-08-19 12:02:57,104 DEBUG: View 2 : 0.563201080183 +2016-08-19 12:02:57,385 DEBUG: View 4 : 0.543972445465 +2016-08-19 12:02:59,988 DEBUG: Best view : MiRNA__ +2016-08-19 12:03:00,170 DEBUG: Start: Iteration 649 +2016-08-19 12:03:00,441 DEBUG: View 0 : 0.527196223317 +2016-08-19 12:03:00,452 DEBUG: View 1 : 0.522080536913 +2016-08-19 12:03:00,726 DEBUG: View 3 : 0.522080536913 +2016-08-19 12:03:00,838 DEBUG: View 2 : 0.611537674038 +2016-08-19 12:03:01,136 DEBUG: View 4 : 0.555639781686 +2016-08-19 12:03:03,708 DEBUG: Best view : RNASeq_ +2016-08-19 12:03:03,894 DEBUG: Start: Iteration 650 +2016-08-19 12:03:04,154 DEBUG: View 0 : 0.576511503478 +2016-08-19 12:03:04,163 DEBUG: View 1 : 0.623222305389 +2016-08-19 12:03:04,435 DEBUG: View 3 : 0.521182795699 +2016-08-19 12:03:04,545 DEBUG: View 2 : 0.547047461369 +2016-08-19 12:03:04,834 DEBUG: View 4 : 0.546974334825 +2016-08-19 12:03:07,658 DEBUG: Best view : MiRNA__ +2016-08-19 12:03:07,883 DEBUG: Start: Iteration 651 +2016-08-19 12:03:08,262 DEBUG: View 0 : 0.754216216216 +2016-08-19 12:03:08,275 DEBUG: View 1 : 0.689136125654 +2016-08-19 12:03:08,570 DEBUG: View 3 : 0.567272727273 +2016-08-19 12:03:08,698 DEBUG: View 2 : 0.59013391923 +2016-08-19 12:03:08,987 DEBUG: View 4 : 0.570402637156 +2016-08-19 12:03:11,692 DEBUG: Best view : Methyl_ +2016-08-19 12:03:11,868 DEBUG: Start: Iteration 652 +2016-08-19 12:03:12,126 DEBUG: View 0 : 0.490533691115 +2016-08-19 12:03:12,136 DEBUG: View 1 : 0.571816134316 +2016-08-19 12:03:12,428 DEBUG: View 3 : 0.521125143513 +2016-08-19 12:03:12,562 DEBUG: View 2 : 0.541396103896 +2016-08-19 12:03:12,839 DEBUG: View 4 : 0.567620445097 +2016-08-19 12:03:15,465 DEBUG: Best view : MRNASeq +2016-08-19 12:03:15,643 DEBUG: Start: Iteration 653 +2016-08-19 12:03:15,963 DEBUG: View 0 : 0.501340996169 +2016-08-19 12:03:15,973 DEBUG: View 1 : 0.637644787645 +2016-08-19 12:03:16,267 DEBUG: View 3 : 0.665297297297 +2016-08-19 12:03:16,408 DEBUG: View 2 : 0.50696969697 +2016-08-19 12:03:16,681 DEBUG: View 4 : 0.513829787234 +2016-08-19 12:03:19,359 DEBUG: Best view : Clinic_ +2016-08-19 12:03:19,559 DEBUG: Start: Iteration 654 +2016-08-19 12:03:20,499 DEBUG: View 3 : 0.58312983313 +2016-08-19 12:03:20,500 DEBUG: View 1 : 0.543115942029 +2016-08-19 12:03:20,528 DEBUG: View 0 : 0.685256410256 +2016-08-19 12:03:20,634 DEBUG: View 2 : 0.541334033613 +2016-08-19 12:03:21,029 DEBUG: View 4 : 0.598228128461 +2016-08-19 12:03:23,674 DEBUG: Best view : MRNASeq +2016-08-19 12:03:23,852 DEBUG: Start: Iteration 655 +2016-08-19 12:03:26,767 DEBUG: View 1 : 0.738687782805 +2016-08-19 12:03:26,774 DEBUG: View 3 : 0.578253284072 +2016-08-19 12:03:26,791 DEBUG: View 0 : 0.45101010101 +2016-08-19 12:03:26,908 DEBUG: View 2 : 0.524463631606 +2016-08-19 12:03:27,161 DEBUG: View 4 : 0.565733446881 +2016-08-19 12:03:29,707 DEBUG: Best view : MiRNA__ +2016-08-19 12:03:29,886 DEBUG: Start: Iteration 656 +2016-08-19 12:03:30,119 DEBUG: View 0 : 0.416130037391 +2016-08-19 12:03:30,131 DEBUG: View 1 : 0.629927090453 +2016-08-19 12:03:30,385 DEBUG: View 3 : 0.550805255351 +2016-08-19 12:03:30,485 DEBUG: View 2 : 0.533232323232 +2016-08-19 12:03:30,769 DEBUG: View 4 : 0.576864147089 +2016-08-19 12:03:33,270 DEBUG: Best view : MiRNA__ +2016-08-19 12:03:33,440 DEBUG: Start: Iteration 657 +2016-08-19 12:03:33,739 DEBUG: View 0 : 0.488704177323 +2016-08-19 12:03:33,751 DEBUG: View 1 : 0.588502109705 +2016-08-19 12:03:34,011 DEBUG: View 3 : 0.687657563025 +2016-08-19 12:03:34,126 DEBUG: View 2 : 0.487550328459 +2016-08-19 12:03:34,403 DEBUG: View 4 : 0.507408931879 +2016-08-19 12:03:36,864 DEBUG: Best view : Clinic_ +2016-08-19 12:03:37,040 DEBUG: Start: Iteration 658 +2016-08-19 12:03:37,286 DEBUG: View 0 : 0.488704177323 +2016-08-19 12:03:37,297 DEBUG: View 1 : 0.660460329341 +2016-08-19 12:03:37,550 DEBUG: View 3 : 0.507987382987 +2016-08-19 12:03:37,654 DEBUG: View 2 : 0.50815394651 +2016-08-19 12:03:37,945 DEBUG: View 4 : 0.534386428281 +2016-08-19 12:03:40,590 DEBUG: Best view : MiRNA__ +2016-08-19 12:03:40,784 DEBUG: Start: Iteration 659 +2016-08-19 12:03:41,116 DEBUG: View 0 : 0.516455696203 +2016-08-19 12:03:41,127 DEBUG: View 1 : 0.742978208232 +2016-08-19 12:03:41,413 DEBUG: View 3 : 0.654109589041 +2016-08-19 12:03:41,552 DEBUG: View 2 : 0.508441558442 +2016-08-19 12:03:41,837 DEBUG: View 4 : 0.497863247863 +2016-08-19 12:03:44,803 DEBUG: Best view : MiRNA__ +2016-08-19 12:03:45,024 DEBUG: Start: Iteration 660 +2016-08-19 12:03:45,256 DEBUG: View 0 : 0.530047092547 +2016-08-19 12:03:45,267 DEBUG: View 1 : 0.640621178772 +2016-08-19 12:03:45,539 DEBUG: View 3 : 0.544154228856 +2016-08-19 12:03:45,662 DEBUG: View 2 : 0.49303030303 +2016-08-19 12:03:45,981 DEBUG: View 4 : 0.538784385113 +2016-08-19 12:03:48,668 DEBUG: Best view : MiRNA__ +2016-08-19 12:03:48,854 DEBUG: Start: Iteration 661 +2016-08-19 12:03:49,244 DEBUG: View 1 : 0.537121212121 +2016-08-19 12:03:49,399 DEBUG: View 3 : 0.557995951417 +2016-08-19 12:03:49,414 DEBUG: View 0 : 0.442780337942 +2016-08-19 12:03:49,523 DEBUG: View 2 : 0.489301801802 +2016-08-19 12:03:49,877 DEBUG: View 4 : 0.591165028665 +2016-08-19 12:03:52,934 DEBUG: Best view : MRNASeq +2016-08-19 12:03:53,128 DEBUG: Start: Iteration 662 +2016-08-19 12:03:53,483 DEBUG: View 0 : 0.515720081136 +2016-08-19 12:03:53,494 DEBUG: View 1 : 0.528812316716 +2016-08-19 12:03:53,752 DEBUG: View 3 : 0.51503164557 +2016-08-19 12:03:53,858 DEBUG: View 2 : 0.542279411765 +2016-08-19 12:03:54,191 DEBUG: View 4 : 0.535436241611 +2016-08-19 12:03:56,893 DEBUG: Best view : MRNASeq +2016-08-19 12:03:57,064 DEBUG: Start: Iteration 663 +2016-08-19 12:03:57,628 DEBUG: View 1 : 0.683363148479 +2016-08-19 12:03:57,639 DEBUG: View 3 : 0.640621178772 +2016-08-19 12:03:57,656 DEBUG: View 0 : 0.567365269461 +2016-08-19 12:03:57,779 DEBUG: View 2 : 0.611537674038 +2016-08-19 12:03:58,030 DEBUG: View 4 : 0.521591828479 +2016-08-19 12:04:00,643 DEBUG: Best view : Clinic_ +2016-08-19 12:04:00,819 DEBUG: Start: Iteration 664 +2016-08-19 12:04:01,081 DEBUG: View 0 : 0.498557692308 +2016-08-19 12:04:01,091 DEBUG: View 1 : 0.491695804196 +2016-08-19 12:04:01,351 DEBUG: View 3 : 0.519191005428 +2016-08-19 12:04:01,455 DEBUG: View 2 : 0.57619047619 +2016-08-19 12:04:01,727 DEBUG: View 4 : 0.480598555212 +2016-08-19 12:04:04,332 DEBUG: Best view : RNASeq_ +2016-08-19 12:04:04,515 DEBUG: Start: Iteration 665 +2016-08-19 12:04:04,762 DEBUG: View 0 : 0.365340909091 +2016-08-19 12:04:04,774 DEBUG: View 1 : 0.747653958944 +2016-08-19 12:04:05,039 DEBUG: View 3 : 0.578671328671 +2016-08-19 12:04:05,150 DEBUG: View 2 : 0.600544046872 +2016-08-19 12:04:05,428 DEBUG: View 4 : 0.58099219621 +2016-08-19 12:04:08,112 DEBUG: Best view : MiRNA__ +2016-08-19 12:04:08,303 DEBUG: Start: Iteration 666 +2016-08-19 12:04:08,625 DEBUG: View 0 : 0.570501115845 +2016-08-19 12:04:08,637 DEBUG: View 1 : 0.539215686275 +2016-08-19 12:04:08,908 DEBUG: View 3 : 0.552171136654 +2016-08-19 12:04:09,022 DEBUG: View 2 : 0.518971515547 +2016-08-19 12:04:09,350 DEBUG: View 4 : 0.505959915612 +2016-08-19 12:04:12,018 DEBUG: Best view : Clinic_ +2016-08-19 12:04:12,202 DEBUG: Start: Iteration 667 +2016-08-19 12:04:12,448 DEBUG: View 0 : 0.518149284254 +2016-08-19 12:04:12,459 DEBUG: View 1 : 0.817708333333 +2016-08-19 12:04:12,764 DEBUG: View 3 : 0.69736571311 +2016-08-19 12:04:12,884 DEBUG: View 2 : 0.573013415893 +2016-08-19 12:04:13,164 DEBUG: View 4 : 0.585376344086 +2016-08-19 12:04:15,744 DEBUG: Best view : Clinic_ +2016-08-19 12:04:15,927 DEBUG: Start: Iteration 668 +2016-08-19 12:04:16,179 DEBUG: View 0 : 0.61747311828 +2016-08-19 12:04:16,190 DEBUG: View 1 : 0.699983654789 +2016-08-19 12:04:16,462 DEBUG: View 3 : 0.58909789644 +2016-08-19 12:04:16,606 DEBUG: View 2 : 0.591815538014 +2016-08-19 12:04:16,856 DEBUG: View 4 : 0.565873015873 +2016-08-19 12:04:19,580 DEBUG: Best view : MiRNA__ +2016-08-19 12:04:19,766 DEBUG: Start: Iteration 669 +2016-08-19 12:04:20,083 DEBUG: View 0 : 0.471014492754 +2016-08-19 12:04:20,098 DEBUG: View 1 : 0.811224489796 +2016-08-19 12:04:20,375 DEBUG: View 3 : 0.533997785161 +2016-08-19 12:04:20,538 DEBUG: View 2 : 0.452828282828 +2016-08-19 12:04:20,828 DEBUG: View 4 : 0.518111518112 +2016-08-19 12:04:23,453 DEBUG: Best view : MiRNA__ +2016-08-19 12:04:23,634 DEBUG: Start: Iteration 670 +2016-08-19 12:04:23,934 DEBUG: View 0 : 0.463923395445 +2016-08-19 12:04:23,945 DEBUG: View 1 : 0.722601010101 +2016-08-19 12:04:24,211 DEBUG: View 3 : 0.727201257862 +2016-08-19 12:04:24,319 DEBUG: View 2 : 0.521096345515 +2016-08-19 12:04:24,609 DEBUG: View 4 : 0.573251310093 +2016-08-19 12:04:27,281 DEBUG: Best view : MiRNA__ +2016-08-19 12:04:27,463 DEBUG: Start: Iteration 671 +2016-08-19 12:04:27,776 DEBUG: View 0 : 0.604500891266 +2016-08-19 12:04:27,787 DEBUG: View 1 : 0.587373737374 +2016-08-19 12:04:28,062 DEBUG: View 3 : 0.680529399456 +2016-08-19 12:04:28,192 DEBUG: View 2 : 0.544283661741 +2016-08-19 12:04:28,528 DEBUG: View 4 : 0.549454435239 +2016-08-19 12:04:31,228 DEBUG: Best view : Clinic_ +2016-08-19 12:04:31,423 DEBUG: Start: Iteration 672 +2016-08-19 12:04:31,727 DEBUG: View 0 : 0.409453652548 +2016-08-19 12:04:31,736 DEBUG: View 1 : 0.598279352227 +2016-08-19 12:04:32,041 DEBUG: View 3 : 0.667287630402 +2016-08-19 12:04:32,201 DEBUG: View 2 : 0.551971964837 +2016-08-19 12:04:32,499 DEBUG: View 4 : 0.533957845433 +2016-08-19 12:04:35,364 DEBUG: Best view : Clinic_ +2016-08-19 12:04:35,552 DEBUG: Start: Iteration 673 +2016-08-19 12:04:35,855 DEBUG: View 0 : 0.528721682848 +2016-08-19 12:04:35,867 DEBUG: View 1 : 0.676318981201 +2016-08-19 12:04:36,129 DEBUG: View 3 : 0.60919797257 +2016-08-19 12:04:36,231 DEBUG: View 2 : 0.629415011038 +2016-08-19 12:04:36,534 DEBUG: View 4 : 0.55772972973 +2016-08-19 12:04:39,184 DEBUG: Best view : MiRNA__ +2016-08-19 12:04:39,366 DEBUG: Start: Iteration 674 +2016-08-19 12:04:39,611 DEBUG: View 0 : 0.540595238095 +2016-08-19 12:04:39,622 DEBUG: View 1 : 0.74045261669 +2016-08-19 12:04:39,892 DEBUG: View 3 : 0.530462184874 +2016-08-19 12:04:40,000 DEBUG: View 2 : 0.564709467696 +2016-08-19 12:04:40,280 DEBUG: View 4 : 0.507236227824 +2016-08-19 12:04:42,904 DEBUG: Best view : MiRNA__ +2016-08-19 12:04:43,085 DEBUG: Start: Iteration 675 +2016-08-19 12:04:43,454 DEBUG: View 0 : 0.612751390672 +2016-08-19 12:04:43,457 DEBUG: View 1 : 0.721625766871 +2016-08-19 12:04:43,751 DEBUG: View 3 : 0.472294867604 +2016-08-19 12:04:43,874 DEBUG: View 2 : 0.514606741573 +2016-08-19 12:04:44,183 DEBUG: View 4 : 0.546373850868 +2016-08-19 12:04:47,170 DEBUG: Best view : MiRNA__ +2016-08-19 12:04:47,353 DEBUG: Start: Iteration 676 +2016-08-19 12:04:47,668 DEBUG: View 0 : 0.535993111366 +2016-08-19 12:04:47,675 DEBUG: View 1 : 0.674530632411 +2016-08-19 12:04:47,936 DEBUG: View 3 : 0.566246253746 +2016-08-19 12:04:48,045 DEBUG: View 2 : 0.637444128403 +2016-08-19 12:04:48,357 DEBUG: View 4 : 0.49717019963 +2016-08-19 12:04:51,035 DEBUG: Best view : RNASeq_ +2016-08-19 12:04:51,232 DEBUG: Start: Iteration 677 +2016-08-19 12:04:51,573 DEBUG: View 1 : 0.333041549953 +2016-08-19 12:04:51,591 DEBUG: View 0 : 0.416322047041 +2016-08-19 12:04:51,809 DEBUG: View 3 : 0.691296214789 +2016-08-19 12:04:51,916 DEBUG: View 2 : 0.546972972973 +2016-08-19 12:04:52,193 DEBUG: View 4 : 0.552476780186 +2016-08-19 12:04:54,954 DEBUG: Best view : Clinic_ +2016-08-19 12:04:55,184 DEBUG: Start: Iteration 678 +2016-08-19 12:04:55,561 DEBUG: View 0 : 0.57828525641 +2016-08-19 12:04:55,568 DEBUG: View 1 : 0.514702702703 +2016-08-19 12:04:55,874 DEBUG: View 3 : 0.571843434343 +2016-08-19 12:04:56,008 DEBUG: View 2 : 0.525752314815 +2016-08-19 12:04:56,359 DEBUG: View 4 : 0.575096017789 +2016-08-19 12:04:59,076 DEBUG: Best view : Clinic_ +2016-08-19 12:04:59,260 DEBUG: Start: Iteration 679 +2016-08-19 12:04:59,502 DEBUG: View 0 : 0.663422131148 +2016-08-19 12:04:59,515 DEBUG: View 1 : 0.472803776683 +2016-08-19 12:04:59,770 DEBUG: View 3 : 0.628454389826 +2016-08-19 12:04:59,875 DEBUG: View 2 : 0.62460425147 +2016-08-19 12:05:00,187 DEBUG: View 4 : 0.523293963255 +2016-08-19 12:05:02,764 DEBUG: Best view : Clinic_ +2016-08-19 12:05:02,947 DEBUG: Start: Iteration 680 +2016-08-19 12:05:03,329 DEBUG: View 1 : 0.634929715593 +2016-08-19 12:05:03,409 DEBUG: View 0 : 0.491203703704 +2016-08-19 12:05:03,534 DEBUG: View 3 : 0.548887462559 +2016-08-19 12:05:03,694 DEBUG: View 2 : 0.595032507111 +2016-08-19 12:05:04,035 DEBUG: View 4 : 0.565171650055 +2016-08-19 12:05:06,952 DEBUG: Best view : MiRNA__ +2016-08-19 12:05:07,151 DEBUG: Start: Iteration 681 +2016-08-19 12:05:07,533 DEBUG: View 0 : 0.685256410256 +2016-08-19 12:05:07,544 DEBUG: View 1 : 0.430784913354 +2016-08-19 12:05:08,014 DEBUG: View 3 : 0.559506971105 +2016-08-19 12:05:08,179 DEBUG: View 2 : 0.628454389826 +2016-08-19 12:05:08,587 DEBUG: View 4 : 0.580977043673 +2016-08-19 12:05:11,883 DEBUG: Best view : RNASeq_ +2016-08-19 12:05:12,159 DEBUG: Start: Iteration 682 +2016-08-19 12:05:12,625 DEBUG: View 0 : 0.420321637427 +2016-08-19 12:05:12,642 DEBUG: View 1 : 0.714478764479 +2016-08-19 12:05:13,025 DEBUG: View 3 : 0.566246253746 +2016-08-19 12:05:13,182 DEBUG: View 2 : 0.556625258799 +2016-08-19 12:05:13,634 DEBUG: View 4 : 0.532049625226 +2016-08-19 12:05:16,620 DEBUG: Best view : MiRNA__ +2016-08-19 12:05:16,826 DEBUG: Start: Iteration 683 +2016-08-19 12:05:17,178 DEBUG: View 0 : 0.498557692308 +2016-08-19 12:05:17,190 DEBUG: View 1 : 0.649950592885 +2016-08-19 12:05:17,479 DEBUG: View 3 : 0.566819747417 +2016-08-19 12:05:17,596 DEBUG: View 2 : 0.650751183371 +2016-08-19 12:05:17,933 DEBUG: View 4 : 0.591279669763 +2016-08-19 12:05:20,674 DEBUG: Best view : RNASeq_ +2016-08-19 12:05:20,857 DEBUG: Start: Iteration 684 +2016-08-19 12:05:21,140 DEBUG: View 0 : 0.589926160338 +2016-08-19 12:05:21,151 DEBUG: View 1 : 0.694052006552 +2016-08-19 12:05:21,409 DEBUG: View 3 : 0.609957993575 +2016-08-19 12:05:21,515 DEBUG: View 2 : 0.526046986721 +2016-08-19 12:05:21,832 DEBUG: View 4 : 0.550618786772 +2016-08-19 12:05:24,711 DEBUG: Best view : MiRNA__ +2016-08-19 12:05:24,898 DEBUG: Start: Iteration 685 +2016-08-19 12:05:25,227 DEBUG: View 0 : 0.487550328459 +2016-08-19 12:05:25,238 DEBUG: View 1 : 0.498666073811 +2016-08-19 12:05:25,521 DEBUG: View 3 : 0.555260469867 +2016-08-19 12:05:25,634 DEBUG: View 2 : 0.562241791694 +2016-08-19 12:05:25,915 DEBUG: View 4 : 0.523349163275 +2016-08-19 12:05:28,677 DEBUG: Best view : RNASeq_ +2016-08-19 12:05:28,878 DEBUG: Start: Iteration 686 +2016-08-19 12:05:29,256 DEBUG: View 0 : 0.46513038205 +2016-08-19 12:05:29,268 DEBUG: View 1 : 0.653697078116 +2016-08-19 12:05:29,543 DEBUG: View 3 : 0.527910685805 +2016-08-19 12:05:29,646 DEBUG: View 2 : 0.500544217687 +2016-08-19 12:05:29,965 DEBUG: View 4 : 0.496208674553 +2016-08-19 12:05:32,651 DEBUG: Best view : MiRNA__ +2016-08-19 12:05:32,831 DEBUG: Start: Iteration 687 +2016-08-19 12:05:33,064 DEBUG: View 0 : 0.433772867665 +2016-08-19 12:05:33,075 DEBUG: View 1 : 0.809644670051 +2016-08-19 12:05:33,336 DEBUG: View 3 : 0.611386138614 +2016-08-19 12:05:33,441 DEBUG: View 2 : 0.548929663609 +2016-08-19 12:05:33,721 DEBUG: View 4 : 0.58909789644 +2016-08-19 12:05:36,414 DEBUG: Best view : Clinic_ +2016-08-19 12:05:36,596 DEBUG: Start: Iteration 688 +2016-08-19 12:05:36,899 DEBUG: View 0 : 0.600756756757 +2016-08-19 12:05:36,910 DEBUG: View 1 : 0.55829015544 +2016-08-19 12:05:37,174 DEBUG: View 3 : 0.523546032494 +2016-08-19 12:05:37,281 DEBUG: View 2 : 0.565423901941 +2016-08-19 12:05:37,561 DEBUG: View 4 : 0.527886396378 +2016-08-19 12:05:40,163 DEBUG: Best view : Methyl_ +2016-08-19 12:05:40,345 DEBUG: Start: Iteration 689 +2016-08-19 12:05:40,589 DEBUG: View 0 : 0.463963963964 +2016-08-19 12:05:40,599 DEBUG: View 1 : 0.405400696864 +2016-08-19 12:05:40,857 DEBUG: View 3 : 0.568066801619 +2016-08-19 12:05:40,964 DEBUG: View 2 : 0.542712550607 +2016-08-19 12:05:41,250 DEBUG: View 4 : 0.568972491909 +2016-08-19 12:05:44,036 DEBUG: Best view : MRNASeq +2016-08-19 12:05:44,218 DEBUG: Start: Iteration 690 +2016-08-19 12:05:44,524 DEBUG: View 0 : 0.494744744745 +2016-08-19 12:05:44,534 DEBUG: View 1 : 0.70460704607 +2016-08-19 12:05:44,791 DEBUG: View 3 : 0.547619047619 +2016-08-19 12:05:44,900 DEBUG: View 2 : 0.55772972973 +2016-08-19 12:05:45,169 DEBUG: View 4 : 0.562288135593 +2016-08-19 12:05:47,743 DEBUG: Best view : MiRNA__ +2016-08-19 12:05:47,921 DEBUG: Start: Iteration 691 +2016-08-19 12:05:48,172 DEBUG: View 0 : 0.380010548523 +2016-08-19 12:05:48,184 DEBUG: View 1 : 0.738687782805 +2016-08-19 12:05:48,441 DEBUG: View 3 : 0.521096345515 +2016-08-19 12:05:48,542 DEBUG: View 2 : 0.554154002026 +2016-08-19 12:05:48,831 DEBUG: View 4 : 0.504699818072 +2016-08-19 12:05:51,460 DEBUG: Best view : MiRNA__ +2016-08-19 12:05:51,658 DEBUG: Start: Iteration 692 +2016-08-19 12:05:51,984 DEBUG: View 0 : 0.51503164557 +2016-08-19 12:05:51,994 DEBUG: View 1 : 0.811224489796 +2016-08-19 12:05:52,274 DEBUG: View 3 : 0.519591611479 +2016-08-19 12:05:52,379 DEBUG: View 2 : 0.548493408663 +2016-08-19 12:05:52,662 DEBUG: View 4 : 0.536216216216 +2016-08-19 12:05:55,382 DEBUG: Best view : MiRNA__ +2016-08-19 12:05:55,633 DEBUG: Start: Iteration 693 +2016-08-19 12:05:55,867 DEBUG: View 0 : 0.49303030303 +2016-08-19 12:05:55,879 DEBUG: View 1 : 0.742978208232 +2016-08-19 12:05:56,149 DEBUG: View 3 : 0.55041973792 +2016-08-19 12:05:56,253 DEBUG: View 2 : 0.563538392456 +2016-08-19 12:05:56,539 DEBUG: View 4 : 0.536023206751 +2016-08-19 12:05:59,193 DEBUG: Best view : MiRNA__ +2016-08-19 12:05:59,379 DEBUG: Start: Iteration 694 +2016-08-19 12:05:59,760 DEBUG: View 0 : 0.412096774194 +2016-08-19 12:05:59,774 DEBUG: View 1 : 0.757474672597 +2016-08-19 12:06:00,064 DEBUG: View 3 : 0.549041067334 +2016-08-19 12:06:00,172 DEBUG: View 2 : 0.582416373239 +2016-08-19 12:06:00,465 DEBUG: View 4 : 0.557222222222 +2016-08-19 12:06:03,174 DEBUG: Best view : MiRNA__ +2016-08-19 12:06:03,360 DEBUG: Start: Iteration 695 +2016-08-19 12:06:03,625 DEBUG: View 0 : 0.527603349032 +2016-08-19 12:06:03,636 DEBUG: View 1 : 0.817708333333 +2016-08-19 12:06:03,901 DEBUG: View 3 : 0.492135761589 +2016-08-19 12:06:04,020 DEBUG: View 2 : 0.536367330354 +2016-08-19 12:06:04,338 DEBUG: View 4 : 0.59766493699 +2016-08-19 12:06:07,167 DEBUG: Best view : MRNASeq +2016-08-19 12:06:07,347 DEBUG: Start: Iteration 696 +2016-08-19 12:06:07,646 DEBUG: View 0 : 0.510913978495 +2016-08-19 12:06:07,657 DEBUG: View 1 : 0.557074340528 +2016-08-19 12:06:07,909 DEBUG: View 3 : 0.635512028955 +2016-08-19 12:06:08,015 DEBUG: View 2 : 0.527673855634 +2016-08-19 12:06:08,286 DEBUG: View 4 : 0.520338811118 +2016-08-19 12:06:10,852 DEBUG: Best view : Clinic_ +2016-08-19 12:06:11,032 DEBUG: Start: Iteration 697 +2016-08-19 12:06:11,320 DEBUG: View 0 : 0.619989451477 +2016-08-19 12:06:11,332 DEBUG: View 1 : 0.460784313725 +2016-08-19 12:06:11,588 DEBUG: View 3 : 0.661341042808 +2016-08-19 12:06:11,687 DEBUG: View 2 : 0.514702702703 +2016-08-19 12:06:11,968 DEBUG: View 4 : 0.490649606299 +2016-08-19 12:06:14,556 DEBUG: Best view : Clinic_ +2016-08-19 12:06:14,737 DEBUG: Start: Iteration 698 +2016-08-19 12:06:14,988 DEBUG: View 0 : 0.516904761905 +2016-08-19 12:06:15,000 DEBUG: View 1 : 0.630079568059 +2016-08-19 12:06:15,253 DEBUG: View 3 : 0.615946553447 +2016-08-19 12:06:15,356 DEBUG: View 2 : 0.55772972973 +2016-08-19 12:06:15,633 DEBUG: View 4 : 0.537480376766 +2016-08-19 12:06:18,252 DEBUG: Best view : Clinic_ +2016-08-19 12:06:18,440 DEBUG: Start: Iteration 699 +2016-08-19 12:06:18,739 DEBUG: View 0 : 0.525265628861 +2016-08-19 12:06:18,750 DEBUG: View 1 : 0.428664921466 +2016-08-19 12:06:19,006 DEBUG: View 3 : 0.528332145403 +2016-08-19 12:06:19,110 DEBUG: View 2 : 0.514702702703 +2016-08-19 12:06:19,391 DEBUG: View 4 : 0.54849271065 +2016-08-19 12:06:21,984 DEBUG: Best view : MRNASeq +2016-08-19 12:06:22,166 DEBUG: Start: Iteration 700 +2016-08-19 12:06:22,398 DEBUG: View 0 : 0.576210474308 +2016-08-19 12:06:22,408 DEBUG: View 1 : 0.602931152011 +2016-08-19 12:06:22,663 DEBUG: View 3 : 0.61847826087 +2016-08-19 12:06:22,765 DEBUG: View 2 : 0.577701224847 +2016-08-19 12:06:23,041 DEBUG: View 4 : 0.584086134454 +2016-08-19 12:06:25,694 DEBUG: Best view : Clinic_ +2016-08-19 12:06:25,884 DEBUG: Start: Iteration 701 +2016-08-19 12:06:26,179 DEBUG: View 0 : 0.457609594706 +2016-08-19 12:06:26,190 DEBUG: View 1 : 0.64649122807 +2016-08-19 12:06:26,444 DEBUG: View 3 : 0.667586206897 +2016-08-19 12:06:26,562 DEBUG: View 2 : 0.539245841877 +2016-08-19 12:06:26,874 DEBUG: View 4 : 0.532212028542 +2016-08-19 12:06:29,515 DEBUG: Best view : Clinic_ +2016-08-19 12:06:29,708 DEBUG: Start: Iteration 702 +2016-08-19 12:06:29,938 DEBUG: View 0 : 0.61747311828 +2016-08-19 12:06:29,952 DEBUG: View 1 : 0.808080808081 +2016-08-19 12:06:30,211 DEBUG: View 3 : 0.644683354728 +2016-08-19 12:06:30,316 DEBUG: View 2 : 0.462441314554 +2016-08-19 12:06:30,591 DEBUG: View 4 : 0.53602484472 +2016-08-19 12:06:33,217 DEBUG: Best view : Clinic_ +2016-08-19 12:06:33,397 DEBUG: Start: Iteration 703 +2016-08-19 12:06:33,628 DEBUG: View 0 : 0.518971515547 +2016-08-19 12:06:33,650 DEBUG: View 1 : 0.336437246964 +2016-08-19 12:06:33,892 DEBUG: View 3 : 0.531070843571 +2016-08-19 12:06:33,996 DEBUG: View 2 : 0.535260183659 +2016-08-19 12:06:34,266 DEBUG: View 4 : 0.531654530744 +2016-08-19 12:06:36,898 DEBUG: Best view : RNASeq_ +2016-08-19 12:06:37,080 DEBUG: Start: Iteration 704 +2016-08-19 12:06:37,313 DEBUG: View 0 : 0.576914098973 +2016-08-19 12:06:37,326 DEBUG: View 1 : 0.460784313725 +2016-08-19 12:06:37,582 DEBUG: View 3 : 0.578671328671 +2016-08-19 12:06:37,685 DEBUG: View 2 : 0.570805437208 +2016-08-19 12:06:37,961 DEBUG: View 4 : 0.470406642538 +2016-08-19 12:06:40,581 DEBUG: Best view : Clinic_ +2016-08-19 12:06:40,763 DEBUG: Start: Iteration 705 +2016-08-19 12:06:41,054 DEBUG: View 0 : 0.530116959064 +2016-08-19 12:06:41,065 DEBUG: View 1 : 0.576914098973 +2016-08-19 12:06:41,316 DEBUG: View 3 : 0.604500891266 +2016-08-19 12:06:41,420 DEBUG: View 2 : 0.552368657387 +2016-08-19 12:06:41,695 DEBUG: View 4 : 0.502719907407 +2016-08-19 12:06:44,326 DEBUG: Best view : Clinic_ +2016-08-19 12:06:44,507 DEBUG: Start: Iteration 706 +2016-08-19 12:06:44,737 DEBUG: View 0 : 0.515819964349 +2016-08-19 12:06:44,750 DEBUG: View 1 : 0.649950592885 +2016-08-19 12:06:45,003 DEBUG: View 3 : 0.531940144479 +2016-08-19 12:06:45,107 DEBUG: View 2 : 0.512098597919 +2016-08-19 12:06:45,381 DEBUG: View 4 : 0.57181712963 +2016-08-19 12:06:48,021 DEBUG: Best view : MiRNA__ +2016-08-19 12:06:48,202 DEBUG: Start: Iteration 707 +2016-08-19 12:06:48,430 DEBUG: View 0 : 0.61248442044 +2016-08-19 12:06:48,442 DEBUG: View 1 : 0.461764705882 +2016-08-19 12:06:48,694 DEBUG: View 3 : 0.640321086755 +2016-08-19 12:06:48,799 DEBUG: View 2 : 0.610954174513 +2016-08-19 12:06:49,066 DEBUG: View 4 : 0.524377484829 +2016-08-19 12:06:51,713 DEBUG: Best view : Clinic_ +2016-08-19 12:06:51,894 DEBUG: Start: Iteration 708 +2016-08-19 12:06:52,145 DEBUG: View 0 : 0.746038732394 +2016-08-19 12:06:52,156 DEBUG: View 1 : 0.439189189189 +2016-08-19 12:06:52,408 DEBUG: View 3 : 0.659856308936 +2016-08-19 12:06:52,511 DEBUG: View 2 : 0.579243243243 +2016-08-19 12:06:52,780 DEBUG: View 4 : 0.586139261196 +2016-08-19 12:06:55,603 DEBUG: Best view : Methyl_ +2016-08-19 12:06:55,801 DEBUG: Start: Iteration 709 +2016-08-19 12:06:56,150 DEBUG: View 0 : 0.603137651822 +2016-08-19 12:06:56,161 DEBUG: View 1 : 0.483095238095 +2016-08-19 12:06:56,493 DEBUG: View 3 : 0.682595064725 +2016-08-19 12:06:56,673 DEBUG: View 2 : 0.568231292517 +2016-08-19 12:06:56,965 DEBUG: View 4 : 0.518849206349 +2016-08-19 12:07:00,164 DEBUG: Best view : Clinic_ +2016-08-19 12:07:00,348 DEBUG: Start: Iteration 710 +2016-08-19 12:07:00,670 DEBUG: View 0 : 0.516512235685 +2016-08-19 12:07:00,683 DEBUG: View 1 : 0.730138169257 +2016-08-19 12:07:00,958 DEBUG: View 3 : 0.476706036745 +2016-08-19 12:07:01,075 DEBUG: View 2 : 0.527886396378 +2016-08-19 12:07:01,403 DEBUG: View 4 : 0.550477773162 +2016-08-19 12:07:04,311 DEBUG: Best view : MiRNA__ +2016-08-19 12:07:04,560 DEBUG: Start: Iteration 711 +2016-08-19 12:07:04,971 DEBUG: View 0 : 0.588859060403 +2016-08-19 12:07:04,982 DEBUG: View 1 : 0.472803776683 +2016-08-19 12:07:05,313 DEBUG: View 3 : 0.514104116223 +2016-08-19 12:07:05,441 DEBUG: View 2 : 0.532641700405 +2016-08-19 12:07:05,791 DEBUG: View 4 : 0.541477100394 +2016-08-19 12:07:08,691 DEBUG: Best view : Methyl_ +2016-08-19 12:07:08,873 DEBUG: Start: Iteration 712 +2016-08-19 12:07:09,112 DEBUG: View 0 : 0.472803776683 +2016-08-19 12:07:09,121 DEBUG: View 1 : 0.402173913043 +2016-08-19 12:07:09,389 DEBUG: View 3 : 0.514081632653 +2016-08-19 12:07:09,505 DEBUG: View 2 : 0.641262246525 +2016-08-19 12:07:09,829 DEBUG: View 4 : 0.560812214375 +2016-08-19 12:07:12,946 DEBUG: Best view : RNASeq_ +2016-08-19 12:07:13,158 DEBUG: Start: Iteration 713 +2016-08-19 12:07:13,527 DEBUG: View 0 : 0.416322047041 +2016-08-19 12:07:13,549 DEBUG: View 1 : 0.460784313725 +2016-08-19 12:07:13,872 DEBUG: View 3 : 0.528332145403 +2016-08-19 12:07:13,996 DEBUG: View 2 : 0.55928030303 +2016-08-19 12:07:14,255 DEBUG: View 4 : 0.582432718796 +2016-08-19 12:07:17,392 DEBUG: Best view : MRNASeq +2016-08-19 12:07:17,575 DEBUG: Start: Iteration 714 +2016-08-19 12:07:17,802 DEBUG: View 0 : 0.561475409836 +2016-08-19 12:07:17,813 DEBUG: View 1 : 0.55829015544 +2016-08-19 12:07:18,066 DEBUG: View 3 : 0.671652118373 +2016-08-19 12:07:18,168 DEBUG: View 2 : 0.568231292517 +2016-08-19 12:07:18,444 DEBUG: View 4 : 0.542354740061 +2016-08-19 12:07:21,125 DEBUG: Best view : Clinic_ +2016-08-19 12:07:21,308 DEBUG: Start: Iteration 715 +2016-08-19 12:07:21,538 DEBUG: View 0 : 0.77911622276 +2016-08-19 12:07:21,550 DEBUG: View 1 : 0.697379865188 +2016-08-19 12:07:21,803 DEBUG: View 3 : 0.585984281437 +2016-08-19 12:07:21,906 DEBUG: View 2 : 0.561347743166 +2016-08-19 12:07:22,177 DEBUG: View 4 : 0.609246954596 +2016-08-19 12:07:24,847 DEBUG: Best view : Methyl_ +2016-08-19 12:07:25,031 DEBUG: Start: Iteration 716 +2016-08-19 12:07:25,319 DEBUG: View 0 : 0.530767403184 +2016-08-19 12:07:25,330 DEBUG: View 1 : 0.680125725338 +2016-08-19 12:07:25,582 DEBUG: View 3 : 0.544494108086 +2016-08-19 12:07:25,682 DEBUG: View 2 : 0.533319536424 +2016-08-19 12:07:25,955 DEBUG: View 4 : 0.510924369748 +2016-08-19 12:07:28,596 DEBUG: Best view : MiRNA__ +2016-08-19 12:07:28,785 DEBUG: Start: Iteration 717 +2016-08-19 12:07:29,064 DEBUG: View 0 : 0.597248378322 +2016-08-19 12:07:29,072 DEBUG: View 1 : 0.55710085934 +2016-08-19 12:07:29,363 DEBUG: View 3 : 0.582432718796 +2016-08-19 12:07:29,493 DEBUG: View 2 : 0.527673153379 +2016-08-19 12:07:29,860 DEBUG: View 4 : 0.589547357405 +2016-08-19 12:07:32,564 DEBUG: Best view : MRNASeq +2016-08-19 12:07:32,891 DEBUG: Start: Iteration 718 +2016-08-19 12:07:33,180 DEBUG: View 0 : 0.57828525641 +2016-08-19 12:07:33,190 DEBUG: View 1 : 0.615570469799 +2016-08-19 12:07:33,492 DEBUG: View 3 : 0.608350202429 +2016-08-19 12:07:33,665 DEBUG: View 2 : 0.558438818565 +2016-08-19 12:07:33,960 DEBUG: View 4 : 0.485491606715 +2016-08-19 12:07:37,001 DEBUG: Best view : MiRNA__ +2016-08-19 12:07:37,191 DEBUG: Start: Iteration 719 +2016-08-19 12:07:37,489 DEBUG: View 0 : 0.523454868831 +2016-08-19 12:07:37,503 DEBUG: View 1 : 0.711001642036 +2016-08-19 12:07:37,763 DEBUG: View 3 : 0.609270787016 +2016-08-19 12:07:37,872 DEBUG: View 2 : 0.503344481605 +2016-08-19 12:07:38,245 DEBUG: View 4 : 0.508596278317 +2016-08-19 12:07:41,054 DEBUG: Best view : MiRNA__ +2016-08-19 12:07:41,239 DEBUG: Start: Iteration 720 +2016-08-19 12:07:41,537 DEBUG: View 0 : 0.498666073811 +2016-08-19 12:07:41,548 DEBUG: View 1 : 0.498666073811 +2016-08-19 12:07:41,816 DEBUG: View 3 : 0.579243243243 +2016-08-19 12:07:41,964 DEBUG: View 2 : 0.601085412863 +2016-08-19 12:07:42,248 DEBUG: View 4 : 0.525529542921 +2016-08-19 12:07:45,557 DEBUG: Best view : Clinic_ +2016-08-19 12:07:45,758 DEBUG: Start: Iteration 721 +2016-08-19 12:07:46,023 DEBUG: View 0 : 0.564408602151 +2016-08-19 12:07:46,034 DEBUG: View 1 : 0.598965517241 +2016-08-19 12:07:46,301 DEBUG: View 3 : 0.627267041901 +2016-08-19 12:07:46,415 DEBUG: View 2 : 0.505720122574 +2016-08-19 12:07:46,746 DEBUG: View 4 : 0.542595818815 +2016-08-19 12:07:50,189 DEBUG: Best view : Clinic_ +2016-08-19 12:07:50,417 DEBUG: Start: Iteration 722 +2016-08-19 12:07:50,728 DEBUG: View 0 : 0.380010548523 +2016-08-19 12:07:50,739 DEBUG: View 1 : 0.642006802721 +2016-08-19 12:07:51,023 DEBUG: View 3 : 0.565789473684 +2016-08-19 12:07:51,182 DEBUG: View 2 : 0.559506971105 +2016-08-19 12:07:51,556 DEBUG: View 4 : 0.547925101215 +2016-08-19 12:07:54,748 DEBUG: Best view : Clinic_ +2016-08-19 12:07:54,935 DEBUG: Start: Iteration 723 +2016-08-19 12:07:55,231 DEBUG: View 0 : 0.515819964349 +2016-08-19 12:07:55,242 DEBUG: View 1 : 0.570501115845 +2016-08-19 12:07:55,499 DEBUG: View 3 : 0.580594441063 +2016-08-19 12:07:55,605 DEBUG: View 2 : 0.551424222657 +2016-08-19 12:07:55,900 DEBUG: View 4 : 0.509027777778 +2016-08-19 12:07:58,655 DEBUG: Best view : Clinic_ +2016-08-19 12:07:58,846 DEBUG: Start: Iteration 724 +2016-08-19 12:07:59,160 DEBUG: View 0 : 0.525265628861 +2016-08-19 12:07:59,175 DEBUG: View 1 : 0.527493169399 +2016-08-19 12:07:59,479 DEBUG: View 3 : 0.526046986721 +2016-08-19 12:07:59,602 DEBUG: View 2 : 0.582925586137 +2016-08-19 12:07:59,902 DEBUG: View 4 : 0.566819747417 +2016-08-19 12:08:03,040 DEBUG: Best view : RNASeq_ +2016-08-19 12:08:03,259 DEBUG: Start: Iteration 725 +2016-08-19 12:08:03,574 DEBUG: View 0 : 0.534072249589 +2016-08-19 12:08:03,585 DEBUG: View 1 : 0.680125725338 +2016-08-19 12:08:03,843 DEBUG: View 3 : 0.586917181179 +2016-08-19 12:08:03,947 DEBUG: View 2 : 0.625355546526 +2016-08-19 12:08:04,249 DEBUG: View 4 : 0.526150121065 +2016-08-19 12:08:07,260 DEBUG: Best view : RNASeq_ +2016-08-19 12:08:07,449 DEBUG: Start: Iteration 726 +2016-08-19 12:08:07,688 DEBUG: View 0 : 0.420321637427 +2016-08-19 12:08:07,699 DEBUG: View 1 : 0.404693877551 +2016-08-19 12:08:07,964 DEBUG: View 3 : 0.541018387553 +2016-08-19 12:08:08,078 DEBUG: View 2 : 0.532548794489 +2016-08-19 12:08:08,453 DEBUG: View 4 : 0.490021008403 +2016-08-19 12:08:11,304 DEBUG: Best view : RNASeq_ +2016-08-19 12:08:11,491 DEBUG: Start: Iteration 727 +2016-08-19 12:08:11,791 DEBUG: View 0 : 0.529669762642 +2016-08-19 12:08:11,801 DEBUG: View 1 : 0.427139037433 +2016-08-19 12:08:12,083 DEBUG: View 3 : 0.564698867024 +2016-08-19 12:08:12,215 DEBUG: View 2 : 0.597191011236 +2016-08-19 12:08:12,566 DEBUG: View 4 : 0.573251310093 +2016-08-19 12:08:15,685 DEBUG: Best view : RNASeq_ +2016-08-19 12:08:15,874 DEBUG: Start: Iteration 728 +2016-08-19 12:08:16,144 DEBUG: View 0 : 0.514236111111 +2016-08-19 12:08:16,156 DEBUG: View 1 : 0.61843575419 +2016-08-19 12:08:16,414 DEBUG: View 3 : 0.595866181524 +2016-08-19 12:08:16,523 DEBUG: View 2 : 0.578671328671 +2016-08-19 12:08:16,820 DEBUG: View 4 : 0.587373737374 +2016-08-19 12:08:19,684 DEBUG: Best view : RNASeq_ +2016-08-19 12:08:19,873 DEBUG: Start: Iteration 729 +2016-08-19 12:08:20,283 DEBUG: View 0 : 0.458522899606 +2016-08-19 12:08:20,296 DEBUG: View 1 : 0.808080808081 +2016-08-19 12:08:20,583 DEBUG: View 3 : 0.582604663487 +2016-08-19 12:08:20,720 DEBUG: View 2 : 0.545850293985 +2016-08-19 12:08:20,970 DEBUG: View 4 : 0.553688141923 +2016-08-19 12:08:23,652 DEBUG: Best view : Clinic_ +2016-08-19 12:08:23,841 DEBUG: Start: Iteration 730 +2016-08-19 12:08:24,141 DEBUG: View 0 : 0.748742344707 +2016-08-19 12:08:24,151 DEBUG: View 1 : 0.808080808081 +2016-08-19 12:08:24,405 DEBUG: View 3 : 0.597047597665 +2016-08-19 12:08:24,510 DEBUG: View 2 : 0.560300925926 +2016-08-19 12:08:24,779 DEBUG: View 4 : 0.566700715015 +2016-08-19 12:08:27,602 DEBUG: Best view : Methyl_ +2016-08-19 12:08:27,858 DEBUG: Start: Iteration 731 +2016-08-19 12:08:28,209 DEBUG: View 0 : 0.45101010101 +2016-08-19 12:08:28,213 DEBUG: View 1 : 0.599464129484 +2016-08-19 12:08:28,527 DEBUG: View 3 : 0.525724637681 +2016-08-19 12:08:28,680 DEBUG: View 2 : 0.58099219621 +2016-08-19 12:08:28,999 DEBUG: View 4 : 0.479115479115 +2016-08-19 12:08:31,830 DEBUG: Best view : MiRNA__ +2016-08-19 12:08:32,019 DEBUG: Start: Iteration 732 +2016-08-19 12:08:32,319 DEBUG: View 0 : 0.651268115942 +2016-08-19 12:08:32,327 DEBUG: View 1 : 0.585984281437 +2016-08-19 12:08:32,588 DEBUG: View 3 : 0.642380654576 +2016-08-19 12:08:32,692 DEBUG: View 2 : 0.667670682731 +2016-08-19 12:08:32,972 DEBUG: View 4 : 0.504699818072 +2016-08-19 12:08:35,639 DEBUG: Best view : RNASeq_ +2016-08-19 12:08:35,832 DEBUG: Start: Iteration 733 +2016-08-19 12:08:36,104 DEBUG: View 0 : 0.423504413207 +2016-08-19 12:08:36,106 DEBUG: View 1 : 0.613179992698 +2016-08-19 12:08:36,366 DEBUG: View 3 : 0.652889576883 +2016-08-19 12:08:36,474 DEBUG: View 2 : 0.530029187247 +2016-08-19 12:08:36,761 DEBUG: View 4 : 0.518111518112 +2016-08-19 12:08:39,564 DEBUG: Best view : Clinic_ +2016-08-19 12:08:39,753 DEBUG: Start: Iteration 734 +2016-08-19 12:08:40,057 DEBUG: View 0 : 0.470650636492 +2016-08-19 12:08:40,068 DEBUG: View 1 : 0.71401958697 +2016-08-19 12:08:40,332 DEBUG: View 3 : 0.64378185525 +2016-08-19 12:08:40,490 DEBUG: View 2 : 0.602402745995 +2016-08-19 12:08:40,757 DEBUG: View 4 : 0.515883554648 +2016-08-19 12:08:44,015 DEBUG: Best view : MiRNA__ +2016-08-19 12:08:44,269 DEBUG: Start: Iteration 735 +2016-08-19 12:08:44,659 DEBUG: View 1 : 0.727038183695 +2016-08-19 12:08:44,677 DEBUG: View 0 : 0.440645260883 +2016-08-19 12:08:44,832 DEBUG: View 3 : 0.529349363508 +2016-08-19 12:08:44,945 DEBUG: View 2 : 0.588527077498 +2016-08-19 12:08:45,232 DEBUG: View 4 : 0.560785767235 +2016-08-19 12:08:48,329 DEBUG: Best view : MiRNA__ +2016-08-19 12:08:48,537 DEBUG: Start: Iteration 736 +2016-08-19 12:08:48,845 DEBUG: View 0 : 0.472326846621 +2016-08-19 12:08:48,856 DEBUG: View 1 : 0.55829015544 +2016-08-19 12:08:49,122 DEBUG: View 3 : 0.579080057625 +2016-08-19 12:08:49,267 DEBUG: View 2 : 0.568972491909 +2016-08-19 12:08:49,642 DEBUG: View 4 : 0.512412510936 +2016-08-19 12:08:52,464 DEBUG: Best view : Clinic_ +2016-08-19 12:08:52,661 DEBUG: Start: Iteration 737 +2016-08-19 12:08:52,966 DEBUG: View 0 : 0.515819964349 +2016-08-19 12:08:52,977 DEBUG: View 1 : 0.398313138513 +2016-08-19 12:08:53,234 DEBUG: View 3 : 0.50282980037 +2016-08-19 12:08:53,341 DEBUG: View 2 : 0.59766493699 +2016-08-19 12:08:53,628 DEBUG: View 4 : 0.525469981807 +2016-08-19 12:08:56,784 DEBUG: Best view : RNASeq_ +2016-08-19 12:08:56,977 DEBUG: Start: Iteration 738 +2016-08-19 12:08:57,224 DEBUG: View 0 : 0.454424188528 +2016-08-19 12:08:57,235 DEBUG: View 1 : 0.429194562792 +2016-08-19 12:08:57,528 DEBUG: View 3 : 0.505720122574 +2016-08-19 12:08:57,644 DEBUG: View 2 : 0.593066801619 +2016-08-19 12:08:57,993 DEBUG: View 4 : 0.585371880405 +2016-08-19 12:09:01,476 DEBUG: Best view : MRNASeq +2016-08-19 12:09:01,687 DEBUG: Start: Iteration 739 +2016-08-19 12:09:01,960 DEBUG: View 0 : 0.461329997915 +2016-08-19 12:09:01,971 DEBUG: View 1 : 0.663358147229 +2016-08-19 12:09:02,245 DEBUG: View 3 : 0.521282973621 +2016-08-19 12:09:02,358 DEBUG: View 2 : 0.560812214375 +2016-08-19 12:09:02,665 DEBUG: View 4 : 0.563522692189 +2016-08-19 12:09:05,474 DEBUG: Best view : MiRNA__ +2016-08-19 12:09:05,661 DEBUG: Start: Iteration 740 +2016-08-19 12:09:05,972 DEBUG: View 0 : 0.580230880231 +2016-08-19 12:09:05,986 DEBUG: View 1 : 0.605818540434 +2016-08-19 12:09:06,241 DEBUG: View 3 : 0.686629724354 +2016-08-19 12:09:06,343 DEBUG: View 2 : 0.568732193732 +2016-08-19 12:09:06,616 DEBUG: View 4 : 0.516955498502 +2016-08-19 12:09:09,340 DEBUG: Best view : Clinic_ +2016-08-19 12:09:09,537 DEBUG: Start: Iteration 741 +2016-08-19 12:09:09,850 DEBUG: View 0 : 0.55829015544 +2016-08-19 12:09:09,860 DEBUG: View 1 : 0.433753746254 +2016-08-19 12:09:10,118 DEBUG: View 3 : 0.558909789644 +2016-08-19 12:09:10,246 DEBUG: View 2 : 0.576914098973 +2016-08-19 12:09:10,539 DEBUG: View 4 : 0.490325552826 +2016-08-19 12:09:14,025 DEBUG: Best view : RNASeq_ +2016-08-19 12:09:14,220 DEBUG: Start: Iteration 742 +2016-08-19 12:09:14,511 DEBUG: View 0 : 0.48115942029 +2016-08-19 12:09:14,522 DEBUG: View 1 : 0.698109243697 +2016-08-19 12:09:14,777 DEBUG: View 3 : 0.696321070234 +2016-08-19 12:09:14,876 DEBUG: View 2 : 0.507641700405 +2016-08-19 12:09:15,155 DEBUG: View 4 : 0.569004796163 +2016-08-19 12:09:17,868 DEBUG: Best view : MiRNA__ +2016-08-19 12:09:18,057 DEBUG: Start: Iteration 743 +2016-08-19 12:09:18,348 DEBUG: View 0 : 0.574708127526 +2016-08-19 12:09:18,359 DEBUG: View 1 : 0.748774109186 +2016-08-19 12:09:18,613 DEBUG: View 3 : 0.571467869718 +2016-08-19 12:09:18,717 DEBUG: View 2 : 0.519296827642 +2016-08-19 12:09:18,992 DEBUG: View 4 : 0.499058693245 +2016-08-19 12:09:21,737 DEBUG: Best view : MiRNA__ +2016-08-19 12:09:21,928 DEBUG: Start: Iteration 744 +2016-08-19 12:09:22,175 DEBUG: View 0 : 0.583897485493 +2016-08-19 12:09:22,186 DEBUG: View 1 : 0.734400753473 +2016-08-19 12:09:22,455 DEBUG: View 3 : 0.638870967742 +2016-08-19 12:09:22,581 DEBUG: View 2 : 0.624961407842 +2016-08-19 12:09:22,890 DEBUG: View 4 : 0.54015205512 +2016-08-19 12:09:25,758 DEBUG: Best view : MiRNA__ +2016-08-19 12:09:25,951 DEBUG: Start: Iteration 745 +2016-08-19 12:09:26,262 DEBUG: View 0 : 0.481028484453 +2016-08-19 12:09:26,273 DEBUG: View 1 : 0.589318789874 +2016-08-19 12:09:26,578 DEBUG: View 3 : 0.544549712582 +2016-08-19 12:09:26,713 DEBUG: View 2 : 0.547171717172 +2016-08-19 12:09:27,061 DEBUG: View 4 : 0.594478216819 +2016-08-19 12:09:29,948 DEBUG: Best view : MiRNA__ +2016-08-19 12:09:30,139 DEBUG: Start: Iteration 746 +2016-08-19 12:09:30,437 DEBUG: View 0 : 0.434959349593 +2016-08-19 12:09:30,447 DEBUG: View 1 : 0.651193200392 +2016-08-19 12:09:30,701 DEBUG: View 3 : 0.4956232493 +2016-08-19 12:09:30,805 DEBUG: View 2 : 0.533997785161 +2016-08-19 12:09:31,079 DEBUG: View 4 : 0.51503164557 +2016-08-19 12:09:33,816 DEBUG: Best view : MiRNA__ +2016-08-19 12:09:34,008 DEBUG: Start: Iteration 747 +2016-08-19 12:09:34,263 DEBUG: View 0 : 0.469872185027 +2016-08-19 12:09:34,274 DEBUG: View 1 : 0.809644670051 +2016-08-19 12:09:34,530 DEBUG: View 3 : 0.540221140191 +2016-08-19 12:09:34,629 DEBUG: View 2 : 0.571467869718 +2016-08-19 12:09:34,903 DEBUG: View 4 : 0.579080057625 +2016-08-19 12:09:37,682 DEBUG: Best view : RNASeq_ +2016-08-19 12:09:37,876 DEBUG: Start: Iteration 748 +2016-08-19 12:09:38,140 DEBUG: View 0 : 0.568455640745 +2016-08-19 12:09:38,151 DEBUG: View 1 : 0.607354443309 +2016-08-19 12:09:38,411 DEBUG: View 3 : 0.498666073811 +2016-08-19 12:09:38,551 DEBUG: View 2 : 0.50080824409 +2016-08-19 12:09:38,827 DEBUG: View 4 : 0.536264441592 +2016-08-19 12:09:41,582 DEBUG: Best view : MiRNA__ +2016-08-19 12:09:41,774 DEBUG: Start: Iteration 749 +2016-08-19 12:09:42,008 DEBUG: View 0 : 0.498557692308 +2016-08-19 12:09:42,020 DEBUG: View 1 : 0.698109243697 +2016-08-19 12:09:42,272 DEBUG: View 3 : 0.615580847724 +2016-08-19 12:09:42,376 DEBUG: View 2 : 0.609957993575 +2016-08-19 12:09:42,648 DEBUG: View 4 : 0.479569327731 +2016-08-19 12:09:45,473 DEBUG: Best view : MiRNA__ +2016-08-19 12:09:45,665 DEBUG: Start: Iteration 750 +2016-08-19 12:09:45,898 DEBUG: View 0 : 0.442780337942 +2016-08-19 12:09:45,909 DEBUG: View 1 : 0.685256410256 +2016-08-19 12:09:46,165 DEBUG: View 3 : 0.51007751938 +2016-08-19 12:09:46,268 DEBUG: View 2 : 0.638870967742 +2016-08-19 12:09:46,568 DEBUG: View 4 : 0.562745098039 +2016-08-19 12:09:49,378 DEBUG: Best view : RNASeq_ +2016-08-19 12:09:49,582 DEBUG: Start: Iteration 751 +2016-08-19 12:09:49,963 DEBUG: View 0 : 0.598279352227 +2016-08-19 12:09:49,985 DEBUG: View 1 : 0.425182852499 +2016-08-19 12:09:50,334 DEBUG: View 3 : 0.500511875512 +2016-08-19 12:09:50,468 DEBUG: View 2 : 0.521182795699 +2016-08-19 12:09:50,790 DEBUG: View 4 : 0.587431693989 +2016-08-19 12:09:53,775 DEBUG: Best view : MRNASeq +2016-08-19 12:09:54,008 DEBUG: Start: Iteration 752 +2016-08-19 12:09:54,316 DEBUG: View 0 : 0.570047169811 +2016-08-19 12:09:54,329 DEBUG: View 1 : 0.409453652548 +2016-08-19 12:09:54,613 DEBUG: View 3 : 0.493226600985 +2016-08-19 12:09:54,730 DEBUG: View 2 : 0.552731092437 +2016-08-19 12:09:55,002 DEBUG: View 4 : 0.601804489912 +2016-08-19 12:09:57,755 DEBUG: Best view : MRNASeq +2016-08-19 12:09:57,949 DEBUG: Start: Iteration 753 +2016-08-19 12:09:58,181 DEBUG: View 0 : 0.488704177323 +2016-08-19 12:09:58,192 DEBUG: View 1 : 0.679559748428 +2016-08-19 12:09:58,451 DEBUG: View 3 : 0.551070923419 +2016-08-19 12:09:58,583 DEBUG: View 2 : 0.573434343434 +2016-08-19 12:09:58,857 DEBUG: View 4 : 0.538125128627 +2016-08-19 12:10:01,643 DEBUG: Best view : MiRNA__ +2016-08-19 12:10:01,835 DEBUG: Start: Iteration 754 +2016-08-19 12:10:02,133 DEBUG: View 0 : 0.809644670051 +2016-08-19 12:10:02,144 DEBUG: View 1 : 0.634929715593 +2016-08-19 12:10:02,397 DEBUG: View 3 : 0.503438013136 +2016-08-19 12:10:02,500 DEBUG: View 2 : 0.530047092547 +2016-08-19 12:10:02,777 DEBUG: View 4 : 0.548493408663 +2016-08-19 12:10:05,561 DEBUG: Best view : MiRNA__ +2016-08-19 12:10:05,754 DEBUG: Start: Iteration 755 +2016-08-19 12:10:06,008 DEBUG: View 0 : 0.487587489064 +2016-08-19 12:10:06,018 DEBUG: View 1 : 0.642006802721 +2016-08-19 12:10:06,274 DEBUG: View 3 : 0.501466423948 +2016-08-19 12:10:06,372 DEBUG: View 2 : 0.59 +2016-08-19 12:10:06,655 DEBUG: View 4 : 0.550242130751 +2016-08-19 12:10:09,501 DEBUG: Best view : RNASeq_ +2016-08-19 12:10:09,698 DEBUG: Start: Iteration 756 +2016-08-19 12:10:09,931 DEBUG: View 0 : 0.562967814371 +2016-08-19 12:10:09,942 DEBUG: View 1 : 0.554495073892 +2016-08-19 12:10:10,193 DEBUG: View 3 : 0.56162981163 +2016-08-19 12:10:10,301 DEBUG: View 2 : 0.525752314815 +2016-08-19 12:10:10,570 DEBUG: View 4 : 0.490866873065 +2016-08-19 12:10:13,794 DEBUG: Best view : MiRNA__ +2016-08-19 12:10:13,993 DEBUG: Start: Iteration 757 +2016-08-19 12:10:14,226 DEBUG: View 0 : 0.412388250319 +2016-08-19 12:10:14,237 DEBUG: View 1 : 0.583897485493 +2016-08-19 12:10:14,500 DEBUG: View 3 : 0.55868848599 +2016-08-19 12:10:14,618 DEBUG: View 2 : 0.527886396378 +2016-08-19 12:10:15,000 DEBUG: View 4 : 0.589667049369 +2016-08-19 12:10:18,014 DEBUG: Best view : MRNASeq +2016-08-19 12:10:18,212 DEBUG: Start: Iteration 758 +2016-08-19 12:10:18,521 DEBUG: View 0 : 0.494633273703 +2016-08-19 12:10:18,533 DEBUG: View 1 : 0.445398212109 +2016-08-19 12:10:18,788 DEBUG: View 3 : 0.525529542921 +2016-08-19 12:10:18,895 DEBUG: View 2 : 0.580819426615 +2016-08-19 12:10:19,175 DEBUG: View 4 : 0.548847087379 +2016-08-19 12:10:22,376 DEBUG: Best view : RNASeq_ +2016-08-19 12:10:22,641 DEBUG: Start: Iteration 759 +2016-08-19 12:10:23,018 DEBUG: View 0 : 0.738044454423 +2016-08-19 12:10:23,029 DEBUG: View 1 : 0.629748528625 +2016-08-19 12:10:23,318 DEBUG: View 3 : 0.5102454859 +2016-08-19 12:10:23,432 DEBUG: View 2 : 0.532049625226 +2016-08-19 12:10:23,735 DEBUG: View 4 : 0.523293963255 +2016-08-19 12:10:26,799 DEBUG: Best view : Methyl_ +2016-08-19 12:10:27,002 DEBUG: Start: Iteration 760 +2016-08-19 12:10:27,251 DEBUG: View 0 : 0.471701063164 +2016-08-19 12:10:27,263 DEBUG: View 1 : 0.839842127129 +2016-08-19 12:10:27,525 DEBUG: View 3 : 0.55868848599 +2016-08-19 12:10:27,642 DEBUG: View 2 : 0.57960199005 +2016-08-19 12:10:27,927 DEBUG: View 4 : 0.554669585157 +2016-08-19 12:10:31,313 DEBUG: Best view : MiRNA__ +2016-08-19 12:10:31,539 DEBUG: Start: Iteration 761 +2016-08-19 12:10:31,801 DEBUG: View 0 : 0.634544106746 +2016-08-19 12:10:31,811 DEBUG: View 1 : 0.730041557305 +2016-08-19 12:10:32,069 DEBUG: View 3 : 0.597509048329 +2016-08-19 12:10:32,174 DEBUG: View 2 : 0.494040084388 +2016-08-19 12:10:32,464 DEBUG: View 4 : 0.585809581565 +2016-08-19 12:10:35,347 DEBUG: Best view : MiRNA__ +2016-08-19 12:10:35,556 DEBUG: Start: Iteration 762 +2016-08-19 12:10:35,804 DEBUG: View 1 : 0.394077218516 +2016-08-19 12:10:35,812 DEBUG: View 0 : 0.501569858713 +2016-08-19 12:10:36,067 DEBUG: View 3 : 0.604313380282 +2016-08-19 12:10:36,168 DEBUG: View 2 : 0.493226600985 +2016-08-19 12:10:36,446 DEBUG: View 4 : 0.59645030426 +2016-08-19 12:10:39,353 DEBUG: Best view : Clinic_ +2016-08-19 12:10:39,577 DEBUG: Start: Iteration 763 +2016-08-19 12:10:39,818 DEBUG: View 0 : 0.589111453518 +2016-08-19 12:10:39,829 DEBUG: View 1 : 0.542907959093 +2016-08-19 12:10:40,153 DEBUG: View 3 : 0.553688141923 +2016-08-19 12:10:40,280 DEBUG: View 2 : 0.556566575675 +2016-08-19 12:10:40,559 DEBUG: View 4 : 0.505240373661 +2016-08-19 12:10:43,515 DEBUG: Best view : Methyl_ +2016-08-19 12:10:43,743 DEBUG: Start: Iteration 764 +2016-08-19 12:10:44,083 DEBUG: View 0 : 0.504063388866 +2016-08-19 12:10:44,092 DEBUG: View 1 : 0.485828931329 +2016-08-19 12:10:44,362 DEBUG: View 3 : 0.554669585157 +2016-08-19 12:10:44,478 DEBUG: View 2 : 0.561916154021 +2016-08-19 12:10:44,809 DEBUG: View 4 : 0.555396096441 +2016-08-19 12:10:48,017 DEBUG: Best view : RNASeq_ +2016-08-19 12:10:48,217 DEBUG: Start: Iteration 765 +2016-08-19 12:10:48,461 DEBUG: View 0 : 0.497916023464 +2016-08-19 12:10:48,475 DEBUG: View 1 : 0.714102564103 +2016-08-19 12:10:48,732 DEBUG: View 3 : 0.585129310345 +2016-08-19 12:10:48,836 DEBUG: View 2 : 0.512098597919 +2016-08-19 12:10:49,120 DEBUG: View 4 : 0.530127814973 +2016-08-19 12:10:52,381 DEBUG: Best view : MiRNA__ +2016-08-19 12:10:52,583 DEBUG: Start: Iteration 766 +2016-08-19 12:10:52,901 DEBUG: View 0 : 0.612751390672 +2016-08-19 12:10:52,908 DEBUG: View 1 : 0.730138169257 +2016-08-19 12:10:53,220 DEBUG: View 3 : 0.616895976652 +2016-08-19 12:10:53,339 DEBUG: View 2 : 0.533957845433 +2016-08-19 12:10:53,614 DEBUG: View 4 : 0.50205811138 +2016-08-19 12:10:56,453 DEBUG: Best view : Clinic_ +2016-08-19 12:10:56,649 DEBUG: Start: Iteration 767 +2016-08-19 12:10:56,881 DEBUG: View 0 : 0.485023534446 +2016-08-19 12:10:56,892 DEBUG: View 1 : 0.682985553772 +2016-08-19 12:10:57,151 DEBUG: View 3 : 0.70856092437 +2016-08-19 12:10:57,294 DEBUG: View 2 : 0.559531450578 +2016-08-19 12:10:57,564 DEBUG: View 4 : 0.558903536305 +2016-08-19 12:11:00,401 DEBUG: Best view : Clinic_ +2016-08-19 12:11:00,598 DEBUG: Start: Iteration 768 +2016-08-19 12:11:00,828 DEBUG: View 0 : 0.526259650549 +2016-08-19 12:11:00,841 DEBUG: View 1 : 0.574500926116 +2016-08-19 12:11:01,096 DEBUG: View 3 : 0.488067061144 +2016-08-19 12:11:01,198 DEBUG: View 2 : 0.528971028971 +2016-08-19 12:11:01,476 DEBUG: View 4 : 0.530965851687 +2016-08-19 12:11:04,367 DEBUG: Best view : Clinic_ +2016-08-19 12:11:04,566 DEBUG: Start: Iteration 769 +2016-08-19 12:11:04,861 DEBUG: View 0 : 0.521577380952 +2016-08-19 12:11:04,874 DEBUG: View 1 : 0.603517694427 +2016-08-19 12:11:05,125 DEBUG: View 3 : 0.548847087379 +2016-08-19 12:11:05,229 DEBUG: View 2 : 0.58348410442 +2016-08-19 12:11:05,504 DEBUG: View 4 : 0.492443193663 +2016-08-19 12:11:08,315 DEBUG: Best view : MiRNA__ +2016-08-19 12:11:08,513 DEBUG: Start: Iteration 770 +2016-08-19 12:11:08,807 DEBUG: View 0 : 0.472326846621 +2016-08-19 12:11:08,817 DEBUG: View 1 : 0.55829015544 +2016-08-19 12:11:09,069 DEBUG: View 3 : 0.615441176471 +2016-08-19 12:11:09,173 DEBUG: View 2 : 0.534072249589 +2016-08-19 12:11:09,444 DEBUG: View 4 : 0.479086684179 +2016-08-19 12:11:12,262 DEBUG: Best view : Clinic_ +2016-08-19 12:11:12,468 DEBUG: Start: Iteration 771 +2016-08-19 12:11:12,738 DEBUG: View 0 : 0.748742344707 +2016-08-19 12:11:12,749 DEBUG: View 1 : 0.433309630232 +2016-08-19 12:11:13,046 DEBUG: View 3 : 0.533957845433 +2016-08-19 12:11:13,166 DEBUG: View 2 : 0.523349163275 +2016-08-19 12:11:13,454 DEBUG: View 4 : 0.503945945946 +2016-08-19 12:11:16,333 DEBUG: Best view : Methyl_ +2016-08-19 12:11:16,531 DEBUG: Start: Iteration 772 +2016-08-19 12:11:16,835 DEBUG: View 0 : 0.61248442044 +2016-08-19 12:11:16,847 DEBUG: View 1 : 0.649950592885 +2016-08-19 12:11:17,106 DEBUG: View 3 : 0.578006329114 +2016-08-19 12:11:17,247 DEBUG: View 2 : 0.554601787891 +2016-08-19 12:11:17,518 DEBUG: View 4 : 0.562640163099 +2016-08-19 12:11:20,454 DEBUG: Best view : MiRNA__ +2016-08-19 12:11:20,652 DEBUG: Start: Iteration 773 +2016-08-19 12:11:20,906 DEBUG: View 0 : 0.593111366246 +2016-08-19 12:11:20,917 DEBUG: View 1 : 0.531940144479 +2016-08-19 12:11:21,176 DEBUG: View 3 : 0.676318981201 +2016-08-19 12:11:21,308 DEBUG: View 2 : 0.510698198198 +2016-08-19 12:11:21,585 DEBUG: View 4 : 0.543133997785 +2016-08-19 12:11:24,844 DEBUG: Best view : Clinic_ +2016-08-19 12:11:25,057 DEBUG: Start: Iteration 774 +2016-08-19 12:11:25,426 DEBUG: View 0 : 0.560810810811 +2016-08-19 12:11:25,444 DEBUG: View 1 : 0.698054635762 +2016-08-19 12:11:25,712 DEBUG: View 3 : 0.65202020202 +2016-08-19 12:11:25,821 DEBUG: View 2 : 0.491695804196 +2016-08-19 12:11:26,120 DEBUG: View 4 : 0.457366707367 +2016-08-19 12:11:29,446 DEBUG: Best view : MiRNA__ +2016-08-19 12:11:29,650 DEBUG: Start: Iteration 775 +2016-08-19 12:11:29,947 DEBUG: View 0 : 0.471014492754 +2016-08-19 12:11:29,959 DEBUG: View 1 : 0.526259650549 +2016-08-19 12:11:30,277 DEBUG: View 3 : 0.514104116223 +2016-08-19 12:11:30,385 DEBUG: View 2 : 0.55772972973 +2016-08-19 12:11:30,721 DEBUG: View 4 : 0.494040084388 +2016-08-19 12:11:33,894 DEBUG: Best view : RNASeq_ +2016-08-19 12:11:34,096 DEBUG: Start: Iteration 776 +2016-08-19 12:11:34,354 DEBUG: View 0 : 0.685256410256 +2016-08-19 12:11:34,354 DEBUG: View 1 : 0.60919797257 +2016-08-19 12:11:34,608 DEBUG: View 3 : 0.558903536305 +2016-08-19 12:11:34,717 DEBUG: View 2 : 0.566925465839 +2016-08-19 12:11:35,002 DEBUG: View 4 : 0.578882371102 +2016-08-19 12:11:38,238 DEBUG: Best view : MiRNA__ +2016-08-19 12:11:38,436 DEBUG: Start: Iteration 777 +2016-08-19 12:11:38,723 DEBUG: View 0 : 0.388486486486 +2016-08-19 12:11:38,734 DEBUG: View 1 : 0.729315628192 +2016-08-19 12:11:38,987 DEBUG: View 3 : 0.732479160235 +2016-08-19 12:11:39,092 DEBUG: View 2 : 0.543286867205 +2016-08-19 12:11:39,369 DEBUG: View 4 : 0.634544106746 +2016-08-19 12:11:42,236 DEBUG: Best view : MiRNA__ +2016-08-19 12:11:42,439 DEBUG: Start: Iteration 778 +2016-08-19 12:11:42,674 DEBUG: View 0 : 0.558300671892 +2016-08-19 12:11:42,684 DEBUG: View 1 : 0.735771812081 +2016-08-19 12:11:42,939 DEBUG: View 3 : 0.55868848599 +2016-08-19 12:11:43,043 DEBUG: View 2 : 0.533927454659 +2016-08-19 12:11:43,326 DEBUG: View 4 : 0.461544878212 +2016-08-19 12:11:46,373 DEBUG: Best view : MiRNA__ +2016-08-19 12:11:46,571 DEBUG: Start: Iteration 779 +2016-08-19 12:11:46,801 DEBUG: View 0 : 0.601085412863 +2016-08-19 12:11:46,813 DEBUG: View 1 : 0.466767676768 +2016-08-19 12:11:47,067 DEBUG: View 3 : 0.663946759259 +2016-08-19 12:11:47,171 DEBUG: View 2 : 0.518111518112 +2016-08-19 12:11:47,455 DEBUG: View 4 : 0.536210418795 +2016-08-19 12:11:50,532 DEBUG: Best view : Clinic_ +2016-08-19 12:11:50,732 DEBUG: Start: Iteration 780 +2016-08-19 12:11:50,965 DEBUG: View 0 : 0.476634021716 +2016-08-19 12:11:50,976 DEBUG: View 1 : 0.651268115942 +2016-08-19 12:11:51,235 DEBUG: View 3 : 0.701858961406 +2016-08-19 12:11:51,342 DEBUG: View 2 : 0.53459972863 +2016-08-19 12:11:51,713 DEBUG: View 4 : 0.530462184874 +2016-08-19 12:11:55,042 DEBUG: Best view : Clinic_ +2016-08-19 12:11:55,248 DEBUG: Start: Iteration 781 +2016-08-19 12:11:55,553 DEBUG: View 0 : 0.619989451477 +2016-08-19 12:11:55,566 DEBUG: View 1 : 0.555110062893 +2016-08-19 12:11:55,820 DEBUG: View 3 : 0.527619047619 +2016-08-19 12:11:55,924 DEBUG: View 2 : 0.558903536305 +2016-08-19 12:11:56,211 DEBUG: View 4 : 0.556566575675 +2016-08-19 12:11:59,061 DEBUG: Best view : Methyl_ +2016-08-19 12:11:59,264 DEBUG: Start: Iteration 782 +2016-08-19 12:11:59,557 DEBUG: View 0 : 0.435591397849 +2016-08-19 12:11:59,569 DEBUG: View 1 : 0.428664921466 +2016-08-19 12:11:59,819 DEBUG: View 3 : 0.522393822394 +2016-08-19 12:11:59,922 DEBUG: View 2 : 0.527910685805 +2016-08-19 12:12:00,205 DEBUG: View 4 : 0.571467869718 +2016-08-19 12:12:03,084 DEBUG: Best view : Clinic_ +2016-08-19 12:12:03,285 DEBUG: Start: Iteration 783 +2016-08-19 12:12:03,514 DEBUG: View 0 : 0.422735191638 +2016-08-19 12:12:03,524 DEBUG: View 1 : 0.576503863135 +2016-08-19 12:12:03,776 DEBUG: View 3 : 0.566925465839 +2016-08-19 12:12:03,876 DEBUG: View 2 : 0.548784722222 +2016-08-19 12:12:04,156 DEBUG: View 4 : 0.535032796661 +2016-08-19 12:12:07,192 DEBUG: Best view : Clinic_ +2016-08-19 12:12:07,393 DEBUG: Start: Iteration 784 +2016-08-19 12:12:07,679 DEBUG: View 0 : 0.478346901854 +2016-08-19 12:12:07,690 DEBUG: View 1 : 0.762865497076 +2016-08-19 12:12:07,943 DEBUG: View 3 : 0.686629724354 +2016-08-19 12:12:08,048 DEBUG: View 2 : 0.556582689963 +2016-08-19 12:12:08,312 DEBUG: View 4 : 0.573059360731 +2016-08-19 12:12:11,223 DEBUG: Best view : Clinic_ +2016-08-19 12:12:11,427 DEBUG: Start: Iteration 785 +2016-08-19 12:12:11,660 DEBUG: View 0 : 0.461764705882 +2016-08-19 12:12:11,671 DEBUG: View 1 : 0.680267295597 +2016-08-19 12:12:11,924 DEBUG: View 3 : 0.580935251799 +2016-08-19 12:12:12,030 DEBUG: View 2 : 0.530047092547 +2016-08-19 12:12:12,306 DEBUG: View 4 : 0.59490481523 +2016-08-19 12:12:15,290 DEBUG: Best view : MiRNA__ +2016-08-19 12:12:15,491 DEBUG: Start: Iteration 786 +2016-08-19 12:12:15,725 DEBUG: View 0 : 0.76835443038 +2016-08-19 12:12:15,736 DEBUG: View 1 : 0.809644670051 +2016-08-19 12:12:16,004 DEBUG: View 3 : 0.54060665362 +2016-08-19 12:12:16,108 DEBUG: View 2 : 0.60919797257 +2016-08-19 12:12:16,382 DEBUG: View 4 : 0.531827731092 +2016-08-19 12:12:19,323 DEBUG: Best view : Methyl_ +2016-08-19 12:12:19,526 DEBUG: Start: Iteration 787 +2016-08-19 12:12:19,818 DEBUG: View 0 : 0.559930313589 +2016-08-19 12:12:19,831 DEBUG: View 1 : 0.469034148313 +2016-08-19 12:12:20,085 DEBUG: View 3 : 0.512098597919 +2016-08-19 12:12:20,189 DEBUG: View 2 : 0.530047092547 +2016-08-19 12:12:20,461 DEBUG: View 4 : 0.576798049573 +2016-08-19 12:12:23,424 DEBUG: Best view : Methyl_ +2016-08-19 12:12:23,626 DEBUG: Start: Iteration 788 +2016-08-19 12:12:23,916 DEBUG: View 0 : 0.599643221203 +2016-08-19 12:12:23,927 DEBUG: View 1 : 0.680735930736 +2016-08-19 12:12:24,180 DEBUG: View 3 : 0.547416762342 +2016-08-19 12:12:24,284 DEBUG: View 2 : 0.51702020202 +2016-08-19 12:12:24,556 DEBUG: View 4 : 0.538083281021 +2016-08-19 12:12:27,493 DEBUG: Best view : MiRNA__ +2016-08-19 12:12:27,698 DEBUG: Start: Iteration 789 +2016-08-19 12:12:27,952 DEBUG: View 0 : 0.482664995823 +2016-08-19 12:12:27,964 DEBUG: View 1 : 0.522362175977 +2016-08-19 12:12:28,231 DEBUG: View 3 : 0.562237394958 +2016-08-19 12:12:28,352 DEBUG: View 2 : 0.514236111111 +2016-08-19 12:12:28,650 DEBUG: View 4 : 0.528971028971 +2016-08-19 12:12:31,675 DEBUG: Best view : MRNASeq +2016-08-19 12:12:31,880 DEBUG: Start: Iteration 790 +2016-08-19 12:12:32,182 DEBUG: View 0 : 0.577744411078 +2016-08-19 12:12:32,193 DEBUG: View 1 : 0.55868848599 +2016-08-19 12:12:32,451 DEBUG: View 3 : 0.55710085934 +2016-08-19 12:12:32,560 DEBUG: View 2 : 0.597061803445 +2016-08-19 12:12:32,862 DEBUG: View 4 : 0.601085412863 +2016-08-19 12:12:36,106 DEBUG: Best view : MRNASeq +2016-08-19 12:12:36,310 DEBUG: Start: Iteration 791 +2016-08-19 12:12:36,605 DEBUG: View 0 : 0.573634453782 +2016-08-19 12:12:36,617 DEBUG: View 1 : 0.70460704607 +2016-08-19 12:12:36,870 DEBUG: View 3 : 0.546656534954 +2016-08-19 12:12:36,969 DEBUG: View 2 : 0.540233415233 +2016-08-19 12:12:37,247 DEBUG: View 4 : 0.541156462585 +2016-08-19 12:12:40,183 DEBUG: Best view : MiRNA__ +2016-08-19 12:12:40,388 DEBUG: Start: Iteration 792 +2016-08-19 12:12:40,680 DEBUG: View 0 : 0.487550328459 +2016-08-19 12:12:40,691 DEBUG: View 1 : 0.717545638945 +2016-08-19 12:12:40,949 DEBUG: View 3 : 0.54015205512 +2016-08-19 12:12:41,070 DEBUG: View 2 : 0.559391872691 +2016-08-19 12:12:41,346 DEBUG: View 4 : 0.548791946309 +2016-08-19 12:12:44,236 DEBUG: Best view : MiRNA__ +2016-08-19 12:12:44,441 DEBUG: Start: Iteration 793 +2016-08-19 12:12:44,696 DEBUG: View 0 : 0.55829015544 +2016-08-19 12:12:44,709 DEBUG: View 1 : 0.742391965916 +2016-08-19 12:12:44,962 DEBUG: View 3 : 0.639601139601 +2016-08-19 12:12:45,066 DEBUG: View 2 : 0.622760358343 +2016-08-19 12:12:45,340 DEBUG: View 4 : 0.529349363508 +2016-08-19 12:12:48,282 DEBUG: Best view : MiRNA__ +2016-08-19 12:12:48,484 DEBUG: Start: Iteration 794 +2016-08-19 12:12:48,788 DEBUG: View 0 : 0.466767676768 +2016-08-19 12:12:48,799 DEBUG: View 1 : 0.663358147229 +2016-08-19 12:12:49,052 DEBUG: View 3 : 0.611666666667 +2016-08-19 12:12:49,157 DEBUG: View 2 : 0.552476780186 +2016-08-19 12:12:49,438 DEBUG: View 4 : 0.518658980583 +2016-08-19 12:12:52,365 DEBUG: Best view : Clinic_ +2016-08-19 12:12:52,570 DEBUG: Start: Iteration 795 +2016-08-19 12:12:52,806 DEBUG: View 0 : 0.614269788183 +2016-08-19 12:12:52,818 DEBUG: View 1 : 0.593364876761 +2016-08-19 12:12:53,074 DEBUG: View 3 : 0.573634453782 +2016-08-19 12:12:53,180 DEBUG: View 2 : 0.514756418031 +2016-08-19 12:12:53,447 DEBUG: View 4 : 0.540143331948 +2016-08-19 12:12:56,457 DEBUG: Best view : Methyl_ +2016-08-19 12:12:56,663 DEBUG: Start: Iteration 796 +2016-08-19 12:12:56,892 DEBUG: View 0 : 0.507471264368 +2016-08-19 12:12:56,903 DEBUG: View 1 : 0.663358147229 +2016-08-19 12:12:57,155 DEBUG: View 3 : 0.537480376766 +2016-08-19 12:12:57,259 DEBUG: View 2 : 0.517263025738 +2016-08-19 12:12:57,530 DEBUG: View 4 : 0.525529542921 +2016-08-19 12:13:00,513 DEBUG: Best view : MiRNA__ +2016-08-19 12:13:00,717 DEBUG: Start: Iteration 797 +2016-08-19 12:13:01,011 DEBUG: View 0 : 0.527603349032 +2016-08-19 12:13:01,022 DEBUG: View 1 : 0.629268292683 +2016-08-19 12:13:01,276 DEBUG: View 3 : 0.548483923484 +2016-08-19 12:13:01,380 DEBUG: View 2 : 0.541477100394 +2016-08-19 12:13:01,658 DEBUG: View 4 : 0.609246954596 +2016-08-19 12:13:04,580 DEBUG: Best view : MRNASeq +2016-08-19 12:13:04,789 DEBUG: Start: Iteration 798 +2016-08-19 12:13:05,084 DEBUG: View 0 : 0.517567567568 +2016-08-19 12:13:05,095 DEBUG: View 1 : 0.581228531016 +2016-08-19 12:13:05,358 DEBUG: View 3 : 0.539245841877 +2016-08-19 12:13:05,462 DEBUG: View 2 : 0.594849537037 +2016-08-19 12:13:05,742 DEBUG: View 4 : 0.476139162562 +2016-08-19 12:13:08,909 DEBUG: Best view : RNASeq_ +2016-08-19 12:13:09,171 DEBUG: Start: Iteration 799 +2016-08-19 12:13:09,526 DEBUG: View 0 : 0.369928644241 +2016-08-19 12:13:09,538 DEBUG: View 1 : 0.580978705979 +2016-08-19 12:13:09,813 DEBUG: View 3 : 0.521590909091 +2016-08-19 12:13:09,940 DEBUG: View 2 : 0.51697925547 +2016-08-19 12:13:10,227 DEBUG: View 4 : 0.539245841877 +2016-08-19 12:13:13,468 DEBUG: Best view : MiRNA__ +2016-08-19 12:13:13,685 DEBUG: Start: Iteration 800 +2016-08-19 12:13:13,978 DEBUG: View 0 : 0.411745078412 +2016-08-19 12:13:13,995 DEBUG: View 1 : 0.806476365869 +2016-08-19 12:13:14,267 DEBUG: View 3 : 0.527910685805 +2016-08-19 12:13:14,423 DEBUG: View 2 : 0.57619047619 +2016-08-19 12:13:14,703 DEBUG: View 4 : 0.516955498502 +2016-08-19 12:13:17,765 DEBUG: Best view : MiRNA__ +2016-08-19 12:13:17,970 DEBUG: Start: Iteration 801 +2016-08-19 12:13:18,266 DEBUG: View 0 : 0.447881828317 +2016-08-19 12:13:18,278 DEBUG: View 1 : 0.649507119387 +2016-08-19 12:13:18,531 DEBUG: View 3 : 0.492443193663 +2016-08-19 12:13:18,635 DEBUG: View 2 : 0.604044117647 +2016-08-19 12:13:18,908 DEBUG: View 4 : 0.570175438596 +2016-08-19 12:13:21,962 DEBUG: Best view : MiRNA__ +2016-08-19 12:13:22,178 DEBUG: Start: Iteration 802 +2016-08-19 12:13:22,414 DEBUG: View 0 : 0.53486961795 +2016-08-19 12:13:22,424 DEBUG: View 1 : 0.680735930736 +2016-08-19 12:13:22,679 DEBUG: View 3 : 0.531116794544 +2016-08-19 12:13:22,786 DEBUG: View 2 : 0.536199654065 +2016-08-19 12:13:23,054 DEBUG: View 4 : 0.527886396378 +2016-08-19 12:13:26,195 DEBUG: Best view : MiRNA__ +2016-08-19 12:13:26,403 DEBUG: Start: Iteration 803 +2016-08-19 12:13:26,695 DEBUG: View 0 : 0.514236111111 +2016-08-19 12:13:26,706 DEBUG: View 1 : 0.55783045977 +2016-08-19 12:13:26,979 DEBUG: View 3 : 0.758833703978 +2016-08-19 12:13:27,109 DEBUG: View 2 : 0.536575481256 +2016-08-19 12:13:27,369 DEBUG: View 4 : 0.534154040404 +2016-08-19 12:13:30,664 DEBUG: Best view : Clinic_ +2016-08-19 12:13:30,875 DEBUG: Start: Iteration 804 +2016-08-19 12:13:31,121 DEBUG: View 0 : 0.576914098973 +2016-08-19 12:13:31,133 DEBUG: View 1 : 0.535526581767 +2016-08-19 12:13:31,444 DEBUG: View 3 : 0.521671826625 +2016-08-19 12:13:31,557 DEBUG: View 2 : 0.528324324324 +2016-08-19 12:13:31,837 DEBUG: View 4 : 0.555396096441 +2016-08-19 12:13:35,029 DEBUG: Best view : Methyl_ +2016-08-19 12:13:35,410 DEBUG: Start: Iteration 805 +2016-08-19 12:13:35,764 DEBUG: View 0 : 0.599643221203 +2016-08-19 12:13:35,776 DEBUG: View 1 : 0.408184461986 +2016-08-19 12:13:36,062 DEBUG: View 3 : 0.563791874555 +2016-08-19 12:13:36,210 DEBUG: View 2 : 0.572782874618 +2016-08-19 12:13:36,559 DEBUG: View 4 : 0.558903536305 +2016-08-19 12:13:39,754 DEBUG: Best view : Clinic_ +2016-08-19 12:13:39,965 DEBUG: Start: Iteration 806 +2016-08-19 12:13:40,250 DEBUG: View 0 : 0.529808890735 +2016-08-19 12:13:40,261 DEBUG: View 1 : 0.721428571429 +2016-08-19 12:13:40,518 DEBUG: View 3 : 0.662192902639 +2016-08-19 12:13:40,624 DEBUG: View 2 : 0.581768707483 +2016-08-19 12:13:40,934 DEBUG: View 4 : 0.499847839318 +2016-08-19 12:13:44,055 DEBUG: Best view : MiRNA__ +2016-08-19 12:13:44,266 DEBUG: Start: Iteration 807 +2016-08-19 12:13:44,512 DEBUG: View 0 : 0.600756756757 +2016-08-19 12:13:44,524 DEBUG: View 1 : 0.456989247312 +2016-08-19 12:13:44,777 DEBUG: View 3 : 0.497185741088 +2016-08-19 12:13:44,877 DEBUG: View 2 : 0.55710085934 +2016-08-19 12:13:45,156 DEBUG: View 4 : 0.514236111111 +2016-08-19 12:13:48,374 DEBUG: Best view : Methyl_ +2016-08-19 12:13:48,587 DEBUG: Start: Iteration 808 +2016-08-19 12:13:48,896 DEBUG: View 0 : 0.640621178772 +2016-08-19 12:13:48,907 DEBUG: View 1 : 0.635361653272 +2016-08-19 12:13:49,229 DEBUG: View 3 : 0.648008171604 +2016-08-19 12:13:49,340 DEBUG: View 2 : 0.494040084388 +2016-08-19 12:13:49,703 DEBUG: View 4 : 0.59490481523 +2016-08-19 12:13:52,968 DEBUG: Best view : Clinic_ +2016-08-19 12:13:53,211 DEBUG: Start: Iteration 809 +2016-08-19 12:13:53,560 DEBUG: View 0 : 0.498557692308 +2016-08-19 12:13:53,564 DEBUG: View 1 : 0.477637824023 +2016-08-19 12:13:53,850 DEBUG: View 3 : 0.503438013136 +2016-08-19 12:13:53,991 DEBUG: View 2 : 0.54015205512 +2016-08-19 12:13:54,292 DEBUG: View 4 : 0.581481096801 +2016-08-19 12:13:57,276 DEBUG: Best view : MRNASeq +2016-08-19 12:13:57,485 DEBUG: Start: Iteration 810 +2016-08-19 12:13:57,714 DEBUG: View 0 : 0.51007751938 +2016-08-19 12:13:57,725 DEBUG: View 1 : 0.714424651925 +2016-08-19 12:13:57,978 DEBUG: View 3 : 0.602044025157 +2016-08-19 12:13:58,084 DEBUG: View 2 : 0.569899665552 +2016-08-19 12:13:58,357 DEBUG: View 4 : 0.579531902206 +2016-08-19 12:14:01,386 DEBUG: Best view : MiRNA__ +2016-08-19 12:14:01,593 DEBUG: Start: Iteration 811 +2016-08-19 12:14:01,841 DEBUG: View 0 : 0.532803334362 +2016-08-19 12:14:01,855 DEBUG: View 1 : 0.572782874618 +2016-08-19 12:14:02,109 DEBUG: View 3 : 0.663856960409 +2016-08-19 12:14:02,216 DEBUG: View 2 : 0.634929715593 +2016-08-19 12:14:02,489 DEBUG: View 4 : 0.477614977615 +2016-08-19 12:14:05,523 DEBUG: Best view : RNASeq_ +2016-08-19 12:14:05,731 DEBUG: Start: Iteration 812 +2016-08-19 12:14:06,037 DEBUG: View 0 : 0.616329636878 +2016-08-19 12:14:06,047 DEBUG: View 1 : 0.450545564761 +2016-08-19 12:14:06,303 DEBUG: View 3 : 0.496251266464 +2016-08-19 12:14:06,407 DEBUG: View 2 : 0.520884520885 +2016-08-19 12:14:06,677 DEBUG: View 4 : 0.554982817869 +2016-08-19 12:14:09,664 DEBUG: Best view : Methyl_ +2016-08-19 12:14:09,880 DEBUG: Start: Iteration 813 +2016-08-19 12:14:10,108 DEBUG: View 0 : 0.534386428281 +2016-08-19 12:14:10,119 DEBUG: View 1 : 0.71991302589 +2016-08-19 12:14:10,401 DEBUG: View 3 : 0.52778340081 +2016-08-19 12:14:10,505 DEBUG: View 2 : 0.528298936836 +2016-08-19 12:14:10,782 DEBUG: View 4 : 0.543057763646 +2016-08-19 12:14:13,794 DEBUG: Best view : MiRNA__ +2016-08-19 12:14:14,003 DEBUG: Start: Iteration 814 +2016-08-19 12:14:14,237 DEBUG: View 0 : 0.526259650549 +2016-08-19 12:14:14,249 DEBUG: View 1 : 0.720606629143 +2016-08-19 12:14:14,509 DEBUG: View 3 : 0.632119514472 +2016-08-19 12:14:14,614 DEBUG: View 2 : 0.559412132583 +2016-08-19 12:14:14,880 DEBUG: View 4 : 0.521125143513 +2016-08-19 12:14:17,943 DEBUG: Best view : MiRNA__ +2016-08-19 12:14:18,150 DEBUG: Start: Iteration 815 +2016-08-19 12:14:18,382 DEBUG: View 0 : 0.521653098146 +2016-08-19 12:14:18,394 DEBUG: View 1 : 0.616632860041 +2016-08-19 12:14:18,648 DEBUG: View 3 : 0.543282828283 +2016-08-19 12:14:18,754 DEBUG: View 2 : 0.550314465409 +2016-08-19 12:14:19,027 DEBUG: View 4 : 0.54015205512 +2016-08-19 12:14:22,064 DEBUG: Best view : MiRNA__ +2016-08-19 12:14:22,272 DEBUG: Start: Iteration 816 +2016-08-19 12:14:22,534 DEBUG: View 0 : 0.561475409836 +2016-08-19 12:14:22,546 DEBUG: View 1 : 0.602149979227 +2016-08-19 12:14:22,806 DEBUG: View 3 : 0.525724637681 +2016-08-19 12:14:22,912 DEBUG: View 2 : 0.497570850202 +2016-08-19 12:14:23,185 DEBUG: View 4 : 0.627147205914 +2016-08-19 12:14:26,196 DEBUG: Best view : MRNASeq +2016-08-19 12:14:26,406 DEBUG: Start: Iteration 817 +2016-08-19 12:14:26,634 DEBUG: View 0 : 0.489766081871 +2016-08-19 12:14:26,647 DEBUG: View 1 : 0.820442299057 +2016-08-19 12:14:26,900 DEBUG: View 3 : 0.603521478521 +2016-08-19 12:14:27,004 DEBUG: View 2 : 0.503080808081 +2016-08-19 12:14:27,276 DEBUG: View 4 : 0.53824347454 +2016-08-19 12:14:30,352 DEBUG: Best view : MiRNA__ +2016-08-19 12:14:30,561 DEBUG: Start: Iteration 818 +2016-08-19 12:14:30,851 DEBUG: View 0 : 0.466767676768 +2016-08-19 12:14:30,864 DEBUG: View 1 : 0.631343556042 +2016-08-19 12:14:31,118 DEBUG: View 3 : 0.513131313131 +2016-08-19 12:14:31,221 DEBUG: View 2 : 0.53399189463 +2016-08-19 12:14:31,489 DEBUG: View 4 : 0.514236111111 +2016-08-19 12:14:34,497 DEBUG: Best view : MiRNA__ +2016-08-19 12:14:34,707 DEBUG: Start: Iteration 819 +2016-08-19 12:14:34,943 DEBUG: View 0 : 0.472803776683 +2016-08-19 12:14:34,954 DEBUG: View 1 : 0.392645556691 +2016-08-19 12:14:35,212 DEBUG: View 3 : 0.659785353535 +2016-08-19 12:14:35,320 DEBUG: View 2 : 0.575411715656 +2016-08-19 12:14:35,601 DEBUG: View 4 : 0.51007751938 +2016-08-19 12:14:38,774 DEBUG: Best view : Clinic_ +2016-08-19 12:14:38,987 DEBUG: Start: Iteration 820 +2016-08-19 12:14:39,274 DEBUG: View 0 : 0.576210474308 +2016-08-19 12:14:39,285 DEBUG: View 1 : 0.808080808081 +2016-08-19 12:14:39,550 DEBUG: View 3 : 0.566819747417 +2016-08-19 12:14:39,665 DEBUG: View 2 : 0.499784946237 +2016-08-19 12:14:39,943 DEBUG: View 4 : 0.52552742616 +2016-08-19 12:14:43,045 DEBUG: Best view : Clinic_ +2016-08-19 12:14:43,267 DEBUG: Start: Iteration 821 +2016-08-19 12:14:43,529 DEBUG: View 0 : 0.519177791905 +2016-08-19 12:14:43,540 DEBUG: View 1 : 0.669642857143 +2016-08-19 12:14:43,795 DEBUG: View 3 : 0.547925101215 +2016-08-19 12:14:43,898 DEBUG: View 2 : 0.506332320162 +2016-08-19 12:14:44,175 DEBUG: View 4 : 0.58898046398 +2016-08-19 12:14:47,347 DEBUG: Best view : MRNASeq +2016-08-19 12:14:47,557 DEBUG: Start: Iteration 822 +2016-08-19 12:14:47,816 DEBUG: View 0 : 0.501569858713 +2016-08-19 12:14:47,830 DEBUG: View 1 : 0.593364876761 +2016-08-19 12:14:48,098 DEBUG: View 3 : 0.704238329238 +2016-08-19 12:14:48,205 DEBUG: View 2 : 0.544549712582 +2016-08-19 12:14:48,481 DEBUG: View 4 : 0.557991202346 +2016-08-19 12:14:51,505 DEBUG: Best view : Clinic_ +2016-08-19 12:14:51,716 DEBUG: Start: Iteration 823 +2016-08-19 12:14:52,019 DEBUG: View 0 : 0.535436241611 +2016-08-19 12:14:52,030 DEBUG: View 1 : 0.732908576052 +2016-08-19 12:14:52,284 DEBUG: View 3 : 0.543401759531 +2016-08-19 12:14:52,387 DEBUG: View 2 : 0.608350202429 +2016-08-19 12:14:52,661 DEBUG: View 4 : 0.556625258799 +2016-08-19 12:14:55,684 DEBUG: Best view : MiRNA__ +2016-08-19 12:14:55,893 DEBUG: Start: Iteration 824 +2016-08-19 12:14:56,182 DEBUG: View 0 : 0.502083976536 +2016-08-19 12:14:56,194 DEBUG: View 1 : 0.622380952381 +2016-08-19 12:14:56,446 DEBUG: View 3 : 0.531116794544 +2016-08-19 12:14:56,548 DEBUG: View 2 : 0.556085192698 +2016-08-19 12:14:56,822 DEBUG: View 4 : 0.52552742616 +2016-08-19 12:14:59,824 DEBUG: Best view : MiRNA__ +2016-08-19 12:15:00,032 DEBUG: Start: Iteration 825 +2016-08-19 12:15:00,261 DEBUG: View 0 : 0.808080808081 +2016-08-19 12:15:00,272 DEBUG: View 1 : 0.596075268817 +2016-08-19 12:15:00,524 DEBUG: View 3 : 0.58898046398 +2016-08-19 12:15:00,635 DEBUG: View 2 : 0.522799422799 +2016-08-19 12:15:00,904 DEBUG: View 4 : 0.566819747417 +2016-08-19 12:15:03,962 DEBUG: Best view : MiRNA__ +2016-08-19 12:15:04,170 DEBUG: Start: Iteration 826 +2016-08-19 12:15:04,463 DEBUG: View 0 : 0.464975276666 +2016-08-19 12:15:04,474 DEBUG: View 1 : 0.406746031746 +2016-08-19 12:15:04,726 DEBUG: View 3 : 0.553279569892 +2016-08-19 12:15:04,828 DEBUG: View 2 : 0.521096345515 +2016-08-19 12:15:05,102 DEBUG: View 4 : 0.542075163399 +2016-08-19 12:15:08,107 DEBUG: Best view : Clinic_ +2016-08-19 12:15:08,318 DEBUG: Start: Iteration 827 +2016-08-19 12:15:08,607 DEBUG: View 0 : 0.46811827957 +2016-08-19 12:15:08,618 DEBUG: View 1 : 0.669642857143 +2016-08-19 12:15:08,872 DEBUG: View 3 : 0.668751302898 +2016-08-19 12:15:08,969 DEBUG: View 2 : 0.548791946309 +2016-08-19 12:15:09,247 DEBUG: View 4 : 0.544072948328 +2016-08-19 12:15:12,270 DEBUG: Best view : Clinic_ +2016-08-19 12:15:12,482 DEBUG: Start: Iteration 828 +2016-08-19 12:15:12,733 DEBUG: View 0 : 0.576210474308 +2016-08-19 12:15:12,745 DEBUG: View 1 : 0.595284237726 +2016-08-19 12:15:12,996 DEBUG: View 3 : 0.565873015873 +2016-08-19 12:15:13,095 DEBUG: View 2 : 0.590992087645 +2016-08-19 12:15:13,371 DEBUG: View 4 : 0.542712550607 +2016-08-19 12:15:16,432 DEBUG: Best view : Clinic_ +2016-08-19 12:15:16,645 DEBUG: Start: Iteration 829 +2016-08-19 12:15:16,930 DEBUG: View 0 : 0.57828525641 +2016-08-19 12:15:16,941 DEBUG: View 1 : 0.680125725338 +2016-08-19 12:15:17,193 DEBUG: View 3 : 0.52390659748 +2016-08-19 12:15:17,296 DEBUG: View 2 : 0.591954022989 +2016-08-19 12:15:17,570 DEBUG: View 4 : 0.492135761589 +2016-08-19 12:15:20,598 DEBUG: Best view : RNASeq_ +2016-08-19 12:15:20,809 DEBUG: Start: Iteration 830 +2016-08-19 12:15:21,037 DEBUG: View 0 : 0.526259650549 +2016-08-19 12:15:21,047 DEBUG: View 1 : 0.733773546274 +2016-08-19 12:15:21,299 DEBUG: View 3 : 0.533213429257 +2016-08-19 12:15:21,402 DEBUG: View 2 : 0.601085412863 +2016-08-19 12:15:21,677 DEBUG: View 4 : 0.573013415893 +2016-08-19 12:15:24,749 DEBUG: Best view : MiRNA__ +2016-08-19 12:15:24,960 DEBUG: Start: Iteration 831 +2016-08-19 12:15:25,191 DEBUG: View 0 : 0.383396464646 +2016-08-19 12:15:25,203 DEBUG: View 1 : 0.386442141623 +2016-08-19 12:15:25,455 DEBUG: View 3 : 0.67722165475 +2016-08-19 12:15:25,558 DEBUG: View 2 : 0.481498470948 +2016-08-19 12:15:25,825 DEBUG: View 4 : 0.510924369748 +2016-08-19 12:15:28,896 DEBUG: Best view : Clinic_ +2016-08-19 12:15:29,108 DEBUG: Start: Iteration 832 +2016-08-19 12:15:29,399 DEBUG: View 0 : 0.776109391125 +2016-08-19 12:15:29,411 DEBUG: View 1 : 0.693810881445 +2016-08-19 12:15:29,662 DEBUG: View 3 : 0.597191011236 +2016-08-19 12:15:29,767 DEBUG: View 2 : 0.496251266464 +2016-08-19 12:15:30,039 DEBUG: View 4 : 0.541018387553 +2016-08-19 12:15:33,128 DEBUG: Best view : Methyl_ +2016-08-19 12:15:33,339 DEBUG: Start: Iteration 833 +2016-08-19 12:15:33,631 DEBUG: View 0 : 0.577905924921 +2016-08-19 12:15:33,641 DEBUG: View 1 : 0.474734371139 +2016-08-19 12:15:33,893 DEBUG: View 3 : 0.637386018237 +2016-08-19 12:15:33,997 DEBUG: View 2 : 0.54849271065 +2016-08-19 12:15:34,270 DEBUG: View 4 : 0.509701492537 +2016-08-19 12:15:37,327 DEBUG: Best view : Clinic_ +2016-08-19 12:15:37,539 DEBUG: Start: Iteration 834 +2016-08-19 12:15:37,791 DEBUG: View 0 : 0.523365978284 +2016-08-19 12:15:37,802 DEBUG: View 1 : 0.590852555405 +2016-08-19 12:15:38,055 DEBUG: View 3 : 0.539245841877 +2016-08-19 12:15:38,156 DEBUG: View 2 : 0.518658980583 +2016-08-19 12:15:38,446 DEBUG: View 4 : 0.556240063593 +2016-08-19 12:15:41,687 DEBUG: Best view : MiRNA__ +2016-08-19 12:15:41,912 DEBUG: Start: Iteration 835 +2016-08-19 12:15:42,207 DEBUG: View 0 : 0.51007751938 +2016-08-19 12:15:42,220 DEBUG: View 1 : 0.55312150056 +2016-08-19 12:15:42,485 DEBUG: View 3 : 0.55278340081 +2016-08-19 12:15:42,596 DEBUG: View 2 : 0.538196125908 +2016-08-19 12:15:42,884 DEBUG: View 4 : 0.560474716202 +2016-08-19 12:15:46,111 DEBUG: Best view : MiRNA__ +2016-08-19 12:15:46,328 DEBUG: Start: Iteration 836 +2016-08-19 12:15:46,701 DEBUG: View 1 : 0.617688679245 +2016-08-19 12:15:46,717 DEBUG: View 0 : 0.449700239808 +2016-08-19 12:15:46,910 DEBUG: View 3 : 0.547619047619 +2016-08-19 12:15:47,040 DEBUG: View 2 : 0.500511875512 +2016-08-19 12:15:47,322 DEBUG: View 4 : 0.554154002026 +2016-08-19 12:15:50,596 DEBUG: Best view : MiRNA__ +2016-08-19 12:15:50,812 DEBUG: Start: Iteration 837 +2016-08-19 12:15:51,133 DEBUG: View 0 : 0.502083976536 +2016-08-19 12:15:51,134 DEBUG: View 1 : 0.496442770454 +2016-08-19 12:15:51,411 DEBUG: View 3 : 0.523293963255 +2016-08-19 12:15:51,521 DEBUG: View 2 : 0.55772972973 +2016-08-19 12:15:51,809 DEBUG: View 4 : 0.562147651007 +2016-08-19 12:15:55,373 DEBUG: Best view : MRNASeq +2016-08-19 12:15:55,588 DEBUG: Start: Iteration 838 +2016-08-19 12:15:55,894 DEBUG: View 0 : 0.386646279307 +2016-08-19 12:15:55,906 DEBUG: View 1 : 0.698606271777 +2016-08-19 12:15:56,159 DEBUG: View 3 : 0.571351351351 +2016-08-19 12:15:56,260 DEBUG: View 2 : 0.61251435132 +2016-08-19 12:15:56,541 DEBUG: View 4 : 0.537407635468 +2016-08-19 12:15:59,705 DEBUG: Best view : MiRNA__ +2016-08-19 12:15:59,915 DEBUG: Start: Iteration 839 +2016-08-19 12:16:00,229 DEBUG: View 0 : 0.595786963434 +2016-08-19 12:16:00,239 DEBUG: View 1 : 0.637644787645 +2016-08-19 12:16:00,503 DEBUG: View 3 : 0.540143331948 +2016-08-19 12:16:00,612 DEBUG: View 2 : 0.609246954596 +2016-08-19 12:16:00,907 DEBUG: View 4 : 0.51306853262 +2016-08-19 12:16:04,167 DEBUG: Best view : RNASeq_ +2016-08-19 12:16:04,389 DEBUG: Start: Iteration 840 +2016-08-19 12:16:04,718 DEBUG: View 0 : 0.685256410256 +2016-08-19 12:16:04,730 DEBUG: View 1 : 0.750646161799 +2016-08-19 12:16:04,990 DEBUG: View 3 : 0.614269788183 +2016-08-19 12:16:05,115 DEBUG: View 2 : 0.624031007752 +2016-08-19 12:16:05,394 DEBUG: View 4 : 0.539401899374 +2016-08-19 12:16:08,539 DEBUG: Best view : MiRNA__ +2016-08-19 12:16:08,752 DEBUG: Start: Iteration 841 +2016-08-19 12:16:09,053 DEBUG: View 0 : 0.516545954046 +2016-08-19 12:16:09,066 DEBUG: View 1 : 0.648841354724 +2016-08-19 12:16:09,319 DEBUG: View 3 : 0.676888248611 +2016-08-19 12:16:09,426 DEBUG: View 2 : 0.541198922317 +2016-08-19 12:16:09,696 DEBUG: View 4 : 0.445380377199 +2016-08-19 12:16:12,748 DEBUG: Best view : Clinic_ +2016-08-19 12:16:12,962 DEBUG: Start: Iteration 842 +2016-08-19 12:16:13,258 DEBUG: View 0 : 0.471278317152 +2016-08-19 12:16:13,268 DEBUG: View 1 : 0.55312150056 +2016-08-19 12:16:13,519 DEBUG: View 3 : 0.534175415573 +2016-08-19 12:16:13,621 DEBUG: View 2 : 0.551424222657 +2016-08-19 12:16:13,896 DEBUG: View 4 : 0.54492621791 +2016-08-19 12:16:16,962 DEBUG: Best view : MiRNA__ +2016-08-19 12:16:17,178 DEBUG: Start: Iteration 843 +2016-08-19 12:16:17,406 DEBUG: View 0 : 0.623366013072 +2016-08-19 12:16:17,418 DEBUG: View 1 : 0.38252688172 +2016-08-19 12:16:17,672 DEBUG: View 3 : 0.562640163099 +2016-08-19 12:16:17,769 DEBUG: View 2 : 0.470330237358 +2016-08-19 12:16:18,046 DEBUG: View 4 : 0.595921622237 +2016-08-19 12:16:21,286 DEBUG: Best view : Methyl_ +2016-08-19 12:16:21,507 DEBUG: Start: Iteration 844 +2016-08-19 12:16:21,822 DEBUG: View 0 : 0.507408931879 +2016-08-19 12:16:21,837 DEBUG: View 1 : 0.663358147229 +2016-08-19 12:16:22,119 DEBUG: View 3 : 0.546974334825 +2016-08-19 12:16:22,235 DEBUG: View 2 : 0.634564164649 +2016-08-19 12:16:22,514 DEBUG: View 4 : 0.552476780186 +2016-08-19 12:16:25,623 DEBUG: Best view : RNASeq_ +2016-08-19 12:16:25,839 DEBUG: Start: Iteration 845 +2016-08-19 12:16:26,129 DEBUG: View 0 : 0.420321637427 +2016-08-19 12:16:26,142 DEBUG: View 1 : 0.734936377246 +2016-08-19 12:16:26,395 DEBUG: View 3 : 0.561123459285 +2016-08-19 12:16:26,495 DEBUG: View 2 : 0.548784722222 +2016-08-19 12:16:26,775 DEBUG: View 4 : 0.543401759531 +2016-08-19 12:16:29,884 DEBUG: Best view : MiRNA__ +2016-08-19 12:16:30,098 DEBUG: Start: Iteration 846 +2016-08-19 12:16:30,358 DEBUG: View 0 : 0.471014492754 +2016-08-19 12:16:30,370 DEBUG: View 1 : 0.708416389812 +2016-08-19 12:16:30,623 DEBUG: View 3 : 0.481052506534 +2016-08-19 12:16:30,727 DEBUG: View 2 : 0.550497121926 +2016-08-19 12:16:30,998 DEBUG: View 4 : 0.552368657387 +2016-08-19 12:16:34,139 DEBUG: Best view : MiRNA__ +2016-08-19 12:16:34,357 DEBUG: Start: Iteration 847 +2016-08-19 12:16:34,653 DEBUG: View 0 : 0.514702702703 +2016-08-19 12:16:34,664 DEBUG: View 1 : 0.603001277139 +2016-08-19 12:16:34,916 DEBUG: View 3 : 0.67249218528 +2016-08-19 12:16:35,020 DEBUG: View 2 : 0.517712550607 +2016-08-19 12:16:35,290 DEBUG: View 4 : 0.527910685805 +2016-08-19 12:16:38,402 DEBUG: Best view : Clinic_ +2016-08-19 12:16:38,619 DEBUG: Start: Iteration 848 +2016-08-19 12:16:38,854 DEBUG: View 0 : 0.499058693245 +2016-08-19 12:16:38,865 DEBUG: View 1 : 0.295033557047 +2016-08-19 12:16:39,119 DEBUG: View 3 : 0.567620445097 +2016-08-19 12:16:39,222 DEBUG: View 2 : 0.555260469867 +2016-08-19 12:16:39,500 DEBUG: View 4 : 0.498092816275 +2016-08-19 12:16:42,646 DEBUG: Best view : Clinic_ +2016-08-19 12:16:42,865 DEBUG: Start: Iteration 849 +2016-08-19 12:16:43,175 DEBUG: View 0 : 0.576899696049 +2016-08-19 12:16:43,186 DEBUG: View 1 : 0.455845771144 +2016-08-19 12:16:43,446 DEBUG: View 3 : 0.554023461618 +2016-08-19 12:16:43,553 DEBUG: View 2 : 0.511613540894 +2016-08-19 12:16:43,831 DEBUG: View 4 : 0.571175995151 +2016-08-19 12:16:47,045 DEBUG: Best view : MRNASeq +2016-08-19 12:16:47,267 DEBUG: Start: Iteration 850 +2016-08-19 12:16:47,568 DEBUG: View 0 : 0.623366013072 +2016-08-19 12:16:47,578 DEBUG: View 1 : 0.603910614525 +2016-08-19 12:16:47,830 DEBUG: View 3 : 0.565873015873 +2016-08-19 12:16:47,929 DEBUG: View 2 : 0.566925465839 +2016-08-19 12:16:48,211 DEBUG: View 4 : 0.576798049573 +2016-08-19 12:16:51,377 DEBUG: Best view : Methyl_ +2016-08-19 12:16:51,596 DEBUG: Start: Iteration 851 +2016-08-19 12:16:51,903 DEBUG: View 0 : 0.634544106746 +2016-08-19 12:16:51,913 DEBUG: View 1 : 0.704571759259 +2016-08-19 12:16:52,181 DEBUG: View 3 : 0.543401759531 +2016-08-19 12:16:52,315 DEBUG: View 2 : 0.565733446881 +2016-08-19 12:16:52,592 DEBUG: View 4 : 0.558602593126 +2016-08-19 12:16:55,965 DEBUG: Best view : MiRNA__ +2016-08-19 12:16:56,183 DEBUG: Start: Iteration 852 +2016-08-19 12:16:56,413 DEBUG: View 0 : 0.460784313725 +2016-08-19 12:16:56,423 DEBUG: View 1 : 0.300045495905 +2016-08-19 12:16:56,681 DEBUG: View 3 : 0.652282964783 +2016-08-19 12:16:56,796 DEBUG: View 2 : 0.554023461618 +2016-08-19 12:16:57,072 DEBUG: View 4 : 0.527673153379 +2016-08-19 12:17:00,232 DEBUG: Best view : Clinic_ +2016-08-19 12:17:00,450 DEBUG: Start: Iteration 853 +2016-08-19 12:17:00,739 DEBUG: View 0 : 0.623366013072 +2016-08-19 12:17:00,751 DEBUG: View 1 : 0.733275261324 +2016-08-19 12:17:01,004 DEBUG: View 3 : 0.674598930481 +2016-08-19 12:17:01,108 DEBUG: View 2 : 0.527886396378 +2016-08-19 12:17:01,379 DEBUG: View 4 : 0.548363860877 +2016-08-19 12:17:04,517 DEBUG: Best view : MiRNA__ +2016-08-19 12:17:04,735 DEBUG: Start: Iteration 854 +2016-08-19 12:17:05,028 DEBUG: View 0 : 0.472326846621 +2016-08-19 12:17:05,040 DEBUG: View 1 : 0.589111453518 +2016-08-19 12:17:05,293 DEBUG: View 3 : 0.544494108086 +2016-08-19 12:17:05,396 DEBUG: View 2 : 0.552171136654 +2016-08-19 12:17:05,671 DEBUG: View 4 : 0.567620445097 +2016-08-19 12:17:08,818 DEBUG: Best view : MRNASeq +2016-08-19 12:17:09,043 DEBUG: Start: Iteration 855 +2016-08-19 12:17:09,352 DEBUG: View 0 : 0.492135761589 +2016-08-19 12:17:09,363 DEBUG: View 1 : 0.711855670103 +2016-08-19 12:17:09,621 DEBUG: View 3 : 0.519201228879 +2016-08-19 12:17:09,728 DEBUG: View 2 : 0.605265817667 +2016-08-19 12:17:10,011 DEBUG: View 4 : 0.543401759531 +2016-08-19 12:17:13,226 DEBUG: Best view : RNASeq_ +2016-08-19 12:17:13,445 DEBUG: Start: Iteration 856 +2016-08-19 12:17:13,737 DEBUG: View 0 : 0.543115942029 +2016-08-19 12:17:13,750 DEBUG: View 1 : 0.460784313725 +2016-08-19 12:17:14,005 DEBUG: View 3 : 0.544298519908 +2016-08-19 12:17:14,109 DEBUG: View 2 : 0.529808890735 +2016-08-19 12:17:14,385 DEBUG: View 4 : 0.497336377473 +2016-08-19 12:17:17,508 DEBUG: Best view : Methyl_ +2016-08-19 12:17:17,727 DEBUG: Start: Iteration 857 +2016-08-19 12:17:18,019 DEBUG: View 0 : 0.473740349451 +2016-08-19 12:17:18,033 DEBUG: View 1 : 0.58909789644 +2016-08-19 12:17:18,286 DEBUG: View 3 : 0.632474450968 +2016-08-19 12:17:18,386 DEBUG: View 2 : 0.568351424695 +2016-08-19 12:17:18,658 DEBUG: View 4 : 0.518849206349 +2016-08-19 12:17:21,814 DEBUG: Best view : Clinic_ +2016-08-19 12:17:22,033 DEBUG: Start: Iteration 858 +2016-08-19 12:17:22,266 DEBUG: View 0 : 0.562230215827 +2016-08-19 12:17:22,278 DEBUG: View 1 : 0.648841354724 +2016-08-19 12:17:22,532 DEBUG: View 3 : 0.56184263754 +2016-08-19 12:17:22,634 DEBUG: View 2 : 0.560474716202 +2016-08-19 12:17:22,913 DEBUG: View 4 : 0.531120078259 +2016-08-19 12:17:26,724 DEBUG: Best view : MiRNA__ +2016-08-19 12:17:26,963 DEBUG: Start: Iteration 859 +2016-08-19 12:17:27,264 DEBUG: View 0 : 0.420321637427 +2016-08-19 12:17:27,275 DEBUG: View 1 : 0.600896393579 +2016-08-19 12:17:27,536 DEBUG: View 3 : 0.578253284072 +2016-08-19 12:17:27,639 DEBUG: View 2 : 0.557074340528 +2016-08-19 12:17:27,914 DEBUG: View 4 : 0.500472689076 +2016-08-19 12:17:31,053 DEBUG: Best view : MiRNA__ +2016-08-19 12:17:31,295 DEBUG: Start: Iteration 860 +2016-08-19 12:17:31,635 DEBUG: View 0 : 0.77955465587 +2016-08-19 12:17:31,638 DEBUG: View 1 : 0.806476365869 +2016-08-19 12:17:31,892 DEBUG: View 3 : 0.601090700344 +2016-08-19 12:17:31,997 DEBUG: View 2 : 0.578243398393 +2016-08-19 12:17:32,276 DEBUG: View 4 : 0.523349163275 +2016-08-19 12:17:35,442 DEBUG: Best view : Methyl_ +2016-08-19 12:17:35,671 DEBUG: Start: Iteration 861 +2016-08-19 12:17:35,916 DEBUG: View 0 : 0.497237076649 +2016-08-19 12:17:35,926 DEBUG: View 1 : 0.683247200689 +2016-08-19 12:17:36,187 DEBUG: View 3 : 0.518859452178 +2016-08-19 12:17:36,292 DEBUG: View 2 : 0.517263025738 +2016-08-19 12:17:36,564 DEBUG: View 4 : 0.55928030303 +2016-08-19 12:17:39,785 DEBUG: Best view : MiRNA__ +2016-08-19 12:17:40,005 DEBUG: Start: Iteration 862 +2016-08-19 12:17:40,264 DEBUG: View 0 : 0.465927750411 +2016-08-19 12:17:40,275 DEBUG: View 1 : 0.551070923419 +2016-08-19 12:17:40,529 DEBUG: View 3 : 0.730195177956 +2016-08-19 12:17:40,632 DEBUG: View 2 : 0.576914098973 +2016-08-19 12:17:40,912 DEBUG: View 4 : 0.511831881328 +2016-08-19 12:17:44,095 DEBUG: Best view : Clinic_ +2016-08-19 12:17:44,316 DEBUG: Start: Iteration 863 +2016-08-19 12:17:44,550 DEBUG: View 0 : 0.485350246969 +2016-08-19 12:17:44,561 DEBUG: View 1 : 0.663358147229 +2016-08-19 12:17:44,818 DEBUG: View 3 : 0.672572178478 +2016-08-19 12:17:44,918 DEBUG: View 2 : 0.565301120448 +2016-08-19 12:17:45,195 DEBUG: View 4 : 0.482072128414 +2016-08-19 12:17:48,413 DEBUG: Best view : Clinic_ +2016-08-19 12:17:48,636 DEBUG: Start: Iteration 864 +2016-08-19 12:17:48,866 DEBUG: View 0 : 0.585974778459 +2016-08-19 12:17:48,876 DEBUG: View 1 : 0.808080808081 +2016-08-19 12:17:49,129 DEBUG: View 3 : 0.662993197279 +2016-08-19 12:17:49,232 DEBUG: View 2 : 0.563182773109 +2016-08-19 12:17:49,507 DEBUG: View 4 : 0.574334140436 +2016-08-19 12:17:52,734 DEBUG: Best view : Clinic_ +2016-08-19 12:17:52,956 DEBUG: Start: Iteration 865 +2016-08-19 12:17:53,204 DEBUG: View 0 : 0.441946308725 +2016-08-19 12:17:53,216 DEBUG: View 1 : 0.551070923419 +2016-08-19 12:17:53,470 DEBUG: View 3 : 0.539938080495 +2016-08-19 12:17:53,572 DEBUG: View 2 : 0.52972027972 +2016-08-19 12:17:53,841 DEBUG: View 4 : 0.552171136654 +2016-08-19 12:17:57,090 DEBUG: Best view : MRNASeq +2016-08-19 12:17:57,318 DEBUG: Start: Iteration 866 +2016-08-19 12:17:57,617 DEBUG: View 0 : 0.470650636492 +2016-08-19 12:17:57,627 DEBUG: View 1 : 0.648841354724 +2016-08-19 12:17:57,884 DEBUG: View 3 : 0.59696969697 +2016-08-19 12:17:57,994 DEBUG: View 2 : 0.52355638941 +2016-08-19 12:17:58,271 DEBUG: View 4 : 0.583333333333 +2016-08-19 12:18:01,452 DEBUG: Best view : Clinic_ +2016-08-19 12:18:01,676 DEBUG: Start: Iteration 867 +2016-08-19 12:18:01,909 DEBUG: View 0 : 0.583897485493 +2016-08-19 12:18:01,919 DEBUG: View 1 : 0.762865497076 +2016-08-19 12:18:02,173 DEBUG: View 3 : 0.513131313131 +2016-08-19 12:18:02,275 DEBUG: View 2 : 0.540221140191 +2016-08-19 12:18:02,548 DEBUG: View 4 : 0.518849206349 +2016-08-19 12:18:05,786 DEBUG: Best view : MiRNA__ +2016-08-19 12:18:06,009 DEBUG: Start: Iteration 868 +2016-08-19 12:18:06,238 DEBUG: View 0 : 0.377748949839 +2016-08-19 12:18:06,250 DEBUG: View 1 : 0.814432989691 +2016-08-19 12:18:06,504 DEBUG: View 3 : 0.583876929767 +2016-08-19 12:18:06,608 DEBUG: View 2 : 0.498557692308 +2016-08-19 12:18:06,885 DEBUG: View 4 : 0.57181712963 +2016-08-19 12:18:10,136 DEBUG: Best view : Clinic_ +2016-08-19 12:18:10,358 DEBUG: Start: Iteration 869 +2016-08-19 12:18:10,587 DEBUG: View 0 : 0.429952830189 +2016-08-19 12:18:10,600 DEBUG: View 1 : 0.397068847989 +2016-08-19 12:18:10,859 DEBUG: View 3 : 0.656870860927 +2016-08-19 12:18:10,970 DEBUG: View 2 : 0.521591828479 +2016-08-19 12:18:11,242 DEBUG: View 4 : 0.634918583613 +2016-08-19 12:18:14,466 DEBUG: Best view : Clinic_ +2016-08-19 12:18:14,688 DEBUG: Start: Iteration 870 +2016-08-19 12:18:14,940 DEBUG: View 0 : 0.536575481256 +2016-08-19 12:18:14,952 DEBUG: View 1 : 0.419021294021 +2016-08-19 12:18:15,212 DEBUG: View 3 : 0.542075163399 +2016-08-19 12:18:15,340 DEBUG: View 2 : 0.529789084584 +2016-08-19 12:18:15,616 DEBUG: View 4 : 0.533232323232 +2016-08-19 12:18:18,826 DEBUG: Best view : Clinic_ +2016-08-19 12:18:19,048 DEBUG: Start: Iteration 871 +2016-08-19 12:18:19,282 DEBUG: View 0 : 0.442780337942 +2016-08-19 12:18:19,292 DEBUG: View 1 : 0.573251310093 +2016-08-19 12:18:19,552 DEBUG: View 3 : 0.590992087645 +2016-08-19 12:18:19,657 DEBUG: View 2 : 0.533319536424 +2016-08-19 12:18:19,924 DEBUG: View 4 : 0.51404853129 +2016-08-19 12:18:23,164 DEBUG: Best view : Clinic_ +2016-08-19 12:18:23,388 DEBUG: Start: Iteration 872 +2016-08-19 12:18:23,685 DEBUG: View 0 : 0.440645260883 +2016-08-19 12:18:23,695 DEBUG: View 1 : 0.635333863275 +2016-08-19 12:18:23,946 DEBUG: View 3 : 0.551070923419 +2016-08-19 12:18:24,049 DEBUG: View 2 : 0.514104116223 +2016-08-19 12:18:24,324 DEBUG: View 4 : 0.506311510484 +2016-08-19 12:18:27,533 DEBUG: Best view : MiRNA__ +2016-08-19 12:18:27,756 DEBUG: Start: Iteration 873 +2016-08-19 12:18:28,054 DEBUG: View 0 : 0.518971515547 +2016-08-19 12:18:28,065 DEBUG: View 1 : 0.814432989691 +2016-08-19 12:18:28,326 DEBUG: View 3 : 0.571146655588 +2016-08-19 12:18:28,433 DEBUG: View 2 : 0.555639781686 +2016-08-19 12:18:28,712 DEBUG: View 4 : 0.514437012263 +2016-08-19 12:18:31,973 DEBUG: Best view : MiRNA__ +2016-08-19 12:18:32,198 DEBUG: Start: Iteration 874 +2016-08-19 12:18:32,491 DEBUG: View 0 : 0.470650636492 +2016-08-19 12:18:32,502 DEBUG: View 1 : 0.710972451142 +2016-08-19 12:18:32,756 DEBUG: View 3 : 0.555260469867 +2016-08-19 12:18:32,860 DEBUG: View 2 : 0.617259241818 +2016-08-19 12:18:33,139 DEBUG: View 4 : 0.623366013072 +2016-08-19 12:18:36,348 DEBUG: Best view : MiRNA__ +2016-08-19 12:18:36,571 DEBUG: Start: Iteration 875 +2016-08-19 12:18:36,857 DEBUG: View 0 : 0.476634021716 +2016-08-19 12:18:36,867 DEBUG: View 1 : 0.738131313131 +2016-08-19 12:18:37,123 DEBUG: View 3 : 0.615570469799 +2016-08-19 12:18:37,228 DEBUG: View 2 : 0.555141579732 +2016-08-19 12:18:37,504 DEBUG: View 4 : 0.539463601533 +2016-08-19 12:18:40,735 DEBUG: Best view : MiRNA__ +2016-08-19 12:18:40,963 DEBUG: Start: Iteration 876 +2016-08-19 12:18:41,252 DEBUG: View 0 : 0.615570469799 +2016-08-19 12:18:41,263 DEBUG: View 1 : 0.40412371134 +2016-08-19 12:18:41,515 DEBUG: View 3 : 0.536199654065 +2016-08-19 12:18:41,618 DEBUG: View 2 : 0.523860837438 +2016-08-19 12:18:41,894 DEBUG: View 4 : 0.554669585157 +2016-08-19 12:18:45,262 DEBUG: Best view : Methyl_ +2016-08-19 12:18:45,501 DEBUG: Start: Iteration 877 +2016-08-19 12:18:45,812 DEBUG: View 0 : 0.528644240571 +2016-08-19 12:18:45,824 DEBUG: View 1 : 0.73752228164 +2016-08-19 12:18:46,096 DEBUG: View 3 : 0.594364937388 +2016-08-19 12:18:46,208 DEBUG: View 2 : 0.476692735131 +2016-08-19 12:18:46,496 DEBUG: View 4 : 0.582116788321 +2016-08-19 12:18:49,923 DEBUG: Best view : Clinic_ +2016-08-19 12:18:50,152 DEBUG: Start: Iteration 878 +2016-08-19 12:18:50,448 DEBUG: View 0 : 0.508409623164 +2016-08-19 12:18:50,459 DEBUG: View 1 : 0.55829015544 +2016-08-19 12:18:50,716 DEBUG: View 3 : 0.615247866721 +2016-08-19 12:18:50,829 DEBUG: View 2 : 0.545143884892 +2016-08-19 12:18:51,113 DEBUG: View 4 : 0.609201344017 +2016-08-19 12:18:54,395 DEBUG: Best view : Clinic_ +2016-08-19 12:18:54,621 DEBUG: Start: Iteration 879 +2016-08-19 12:18:54,927 DEBUG: View 0 : 0.523365978284 +2016-08-19 12:18:54,937 DEBUG: View 1 : 0.809644670051 +2016-08-19 12:18:55,191 DEBUG: View 3 : 0.557411674347 +2016-08-19 12:18:55,295 DEBUG: View 2 : 0.578671328671 +2016-08-19 12:18:55,571 DEBUG: View 4 : 0.562881562882 +2016-08-19 12:18:59,054 DEBUG: Best view : RNASeq_ +2016-08-19 12:18:59,287 DEBUG: Start: Iteration 880 +2016-08-19 12:18:59,601 DEBUG: View 0 : 0.600756756757 +2016-08-19 12:18:59,613 DEBUG: View 1 : 0.376777694611 +2016-08-19 12:18:59,877 DEBUG: View 3 : 0.70856092437 +2016-08-19 12:19:00,000 DEBUG: View 2 : 0.55041973792 +2016-08-19 12:19:00,285 DEBUG: View 4 : 0.548791946309 +2016-08-19 12:19:03,882 DEBUG: Best view : Clinic_ +2016-08-19 12:19:04,107 DEBUG: Start: Iteration 881 +2016-08-19 12:19:04,415 DEBUG: View 0 : 0.52355638941 +2016-08-19 12:19:04,428 DEBUG: View 1 : 0.808080808081 +2016-08-19 12:19:04,690 DEBUG: View 3 : 0.525724637681 +2016-08-19 12:19:04,803 DEBUG: View 2 : 0.550477773162 +2016-08-19 12:19:05,096 DEBUG: View 4 : 0.590293742018 +2016-08-19 12:19:08,470 DEBUG: Best view : MRNASeq +2016-08-19 12:19:08,702 DEBUG: Start: Iteration 882 +2016-08-19 12:19:09,004 DEBUG: View 0 : 0.479768153981 +2016-08-19 12:19:09,017 DEBUG: View 1 : 0.509582256675 +2016-08-19 12:19:09,268 DEBUG: View 3 : 0.608832586786 +2016-08-19 12:19:09,373 DEBUG: View 2 : 0.471355759429 +2016-08-19 12:19:09,648 DEBUG: View 4 : 0.609201344017 +2016-08-19 12:19:12,955 DEBUG: Best view : Clinic_ +2016-08-19 12:19:13,184 DEBUG: Start: Iteration 883 +2016-08-19 12:19:13,471 DEBUG: View 0 : 0.601759530792 +2016-08-19 12:19:13,483 DEBUG: View 1 : 0.496655965757 +2016-08-19 12:19:13,736 DEBUG: View 3 : 0.582604663487 +2016-08-19 12:19:13,837 DEBUG: View 2 : 0.503945945946 +2016-08-19 12:19:14,114 DEBUG: View 4 : 0.493189189189 +2016-08-19 12:19:17,343 DEBUG: Best view : Clinic_ +2016-08-19 12:19:17,571 DEBUG: Start: Iteration 884 +2016-08-19 12:19:17,826 DEBUG: View 0 : 0.623366013072 +2016-08-19 12:19:17,837 DEBUG: View 1 : 0.730138169257 +2016-08-19 12:19:18,099 DEBUG: View 3 : 0.576267748479 +2016-08-19 12:19:18,207 DEBUG: View 2 : 0.55772972973 +2016-08-19 12:19:18,481 DEBUG: View 4 : 0.526259650549 +2016-08-19 12:19:21,745 DEBUG: Best view : Methyl_ +2016-08-19 12:19:21,971 DEBUG: Start: Iteration 885 +2016-08-19 12:19:22,258 DEBUG: View 0 : 0.509027777778 +2016-08-19 12:19:22,268 DEBUG: View 1 : 0.340463187702 +2016-08-19 12:19:22,524 DEBUG: View 3 : 0.523365978284 +2016-08-19 12:19:22,661 DEBUG: View 2 : 0.589667049369 +2016-08-19 12:19:22,938 DEBUG: View 4 : 0.588231236203 +2016-08-19 12:19:26,236 DEBUG: Best view : RNASeq_ +2016-08-19 12:19:26,462 DEBUG: Start: Iteration 886 +2016-08-19 12:19:26,778 DEBUG: View 0 : 0.463963963964 +2016-08-19 12:19:26,788 DEBUG: View 1 : 0.591463414634 +2016-08-19 12:19:27,042 DEBUG: View 3 : 0.641123882503 +2016-08-19 12:19:27,145 DEBUG: View 2 : 0.520199761479 +2016-08-19 12:19:27,420 DEBUG: View 4 : 0.571890230981 +2016-08-19 12:19:30,630 DEBUG: Best view : Clinic_ +2016-08-19 12:19:30,857 DEBUG: Start: Iteration 887 +2016-08-19 12:19:31,096 DEBUG: View 0 : 0.502663622527 +2016-08-19 12:19:31,108 DEBUG: View 1 : 0.809644670051 +2016-08-19 12:19:31,366 DEBUG: View 3 : 0.518111518112 +2016-08-19 12:19:31,465 DEBUG: View 2 : 0.590293742018 +2016-08-19 12:19:31,745 DEBUG: View 4 : 0.509140008309 +2016-08-19 12:19:35,035 DEBUG: Best view : RNASeq_ +2016-08-19 12:19:35,270 DEBUG: Start: Iteration 888 +2016-08-19 12:19:35,569 DEBUG: View 0 : 0.628973392983 +2016-08-19 12:19:35,581 DEBUG: View 1 : 0.615570469799 +2016-08-19 12:19:35,839 DEBUG: View 3 : 0.54849271065 +2016-08-19 12:19:35,983 DEBUG: View 2 : 0.57307882382 +2016-08-19 12:19:36,248 DEBUG: View 4 : 0.528332145403 +2016-08-19 12:19:39,541 DEBUG: Best view : Methyl_ +2016-08-19 12:19:39,768 DEBUG: Start: Iteration 889 +2016-08-19 12:19:40,001 DEBUG: View 0 : 0.412422360248 +2016-08-19 12:19:40,013 DEBUG: View 1 : 0.5935500516 +2016-08-19 12:19:40,281 DEBUG: View 3 : 0.518971515547 +2016-08-19 12:19:40,385 DEBUG: View 2 : 0.503080808081 +2016-08-19 12:19:40,660 DEBUG: View 4 : 0.550206398349 +2016-08-19 12:19:43,927 DEBUG: Best view : MiRNA__ +2016-08-19 12:19:44,152 DEBUG: Start: Iteration 890 +2016-08-19 12:19:44,459 DEBUG: View 0 : 0.635918367347 +2016-08-19 12:19:44,469 DEBUG: View 1 : 0.798367346939 +2016-08-19 12:19:44,722 DEBUG: View 3 : 0.627382319173 +2016-08-19 12:19:44,826 DEBUG: View 2 : 0.635145157872 +2016-08-19 12:19:45,098 DEBUG: View 4 : 0.566819772528 +2016-08-19 12:19:48,387 DEBUG: Best view : MiRNA__ +2016-08-19 12:19:48,615 DEBUG: Start: Iteration 891 +2016-08-19 12:19:48,860 DEBUG: View 0 : 0.464006888634 +2016-08-19 12:19:48,870 DEBUG: View 1 : 0.559523809524 +2016-08-19 12:19:49,129 DEBUG: View 3 : 0.5102454859 +2016-08-19 12:19:49,261 DEBUG: View 2 : 0.524463631606 +2016-08-19 12:19:49,540 DEBUG: View 4 : 0.60919797257 +2016-08-19 12:19:52,782 DEBUG: Best view : MRNASeq +2016-08-19 12:19:53,011 DEBUG: Start: Iteration 892 +2016-08-19 12:19:53,303 DEBUG: View 0 : 0.472803776683 +2016-08-19 12:19:53,314 DEBUG: View 1 : 0.594242050015 +2016-08-19 12:19:53,567 DEBUG: View 3 : 0.566700715015 +2016-08-19 12:19:53,669 DEBUG: View 2 : 0.623366013072 +2016-08-19 12:19:53,946 DEBUG: View 4 : 0.514702702703 +2016-08-19 12:19:57,223 DEBUG: Best view : RNASeq_ +2016-08-19 12:19:57,450 DEBUG: Start: Iteration 893 +2016-08-19 12:19:57,678 DEBUG: View 0 : 0.547953216374 +2016-08-19 12:19:57,688 DEBUG: View 1 : 0.585152617748 +2016-08-19 12:19:57,941 DEBUG: View 3 : 0.500511875512 +2016-08-19 12:19:58,043 DEBUG: View 2 : 0.558602593126 +2016-08-19 12:19:58,313 DEBUG: View 4 : 0.495556690501 +2016-08-19 12:20:01,649 DEBUG: Best view : MiRNA__ +2016-08-19 12:20:01,875 DEBUG: Start: Iteration 894 +2016-08-19 12:20:02,164 DEBUG: View 0 : 0.473740349451 +2016-08-19 12:20:02,175 DEBUG: View 1 : 0.652937788018 +2016-08-19 12:20:02,427 DEBUG: View 3 : 0.644144144144 +2016-08-19 12:20:02,529 DEBUG: View 2 : 0.535436241611 +2016-08-19 12:20:02,802 DEBUG: View 4 : 0.502719907407 +2016-08-19 12:20:06,090 DEBUG: Best view : Clinic_ +2016-08-19 12:20:06,319 DEBUG: Start: Iteration 895 +2016-08-19 12:20:06,562 DEBUG: View 0 : 0.414807302231 +2016-08-19 12:20:06,572 DEBUG: View 1 : 0.630938416422 +2016-08-19 12:20:06,827 DEBUG: View 3 : 0.563513867085 +2016-08-19 12:20:06,931 DEBUG: View 2 : 0.573634453782 +2016-08-19 12:20:07,204 DEBUG: View 4 : 0.52972027972 +2016-08-19 12:20:10,495 DEBUG: Best view : MiRNA__ +2016-08-19 12:20:10,722 DEBUG: Start: Iteration 896 +2016-08-19 12:20:10,951 DEBUG: View 0 : 0.514104116223 +2016-08-19 12:20:10,963 DEBUG: View 1 : 0.516955498502 +2016-08-19 12:20:11,216 DEBUG: View 3 : 0.501783893986 +2016-08-19 12:20:11,320 DEBUG: View 2 : 0.525459459459 +2016-08-19 12:20:11,592 DEBUG: View 4 : 0.546972972973 +2016-08-19 12:20:14,945 DEBUG: Best view : MRNASeq +2016-08-19 12:20:15,175 DEBUG: Start: Iteration 897 +2016-08-19 12:20:15,467 DEBUG: View 0 : 0.466666666667 +2016-08-19 12:20:15,478 DEBUG: View 1 : 0.473505572442 +2016-08-19 12:20:15,731 DEBUG: View 3 : 0.532049625226 +2016-08-19 12:20:15,833 DEBUG: View 2 : 0.573529411765 +2016-08-19 12:20:16,104 DEBUG: View 4 : 0.578006329114 +2016-08-19 12:20:19,376 DEBUG: Best view : RNASeq_ +2016-08-19 12:20:19,608 DEBUG: Start: Iteration 898 +2016-08-19 12:20:19,895 DEBUG: View 0 : 0.521591828479 +2016-08-19 12:20:19,906 DEBUG: View 1 : 0.663358147229 +2016-08-19 12:20:20,164 DEBUG: View 3 : 0.635435617546 +2016-08-19 12:20:20,274 DEBUG: View 2 : 0.569313663946 +2016-08-19 12:20:20,554 DEBUG: View 4 : 0.56942236354 +2016-08-19 12:20:23,910 DEBUG: Best view : Clinic_ +2016-08-19 12:20:24,147 DEBUG: Start: Iteration 899 +2016-08-19 12:20:24,413 DEBUG: View 0 : 0.568066801619 +2016-08-19 12:20:24,425 DEBUG: View 1 : 0.701349654739 +2016-08-19 12:20:24,693 DEBUG: View 3 : 0.536199654065 +2016-08-19 12:20:24,802 DEBUG: View 2 : 0.564878671775 +2016-08-19 12:20:25,081 DEBUG: View 4 : 0.533927454659 +2016-08-19 12:20:28,427 DEBUG: Best view : MiRNA__ +2016-08-19 12:20:28,656 DEBUG: Start: Iteration 900 +2016-08-19 12:20:28,959 DEBUG: View 0 : 0.543115942029 +2016-08-19 12:20:28,970 DEBUG: View 1 : 0.55890052356 +2016-08-19 12:20:29,222 DEBUG: View 3 : 0.655327342747 +2016-08-19 12:20:29,324 DEBUG: View 2 : 0.53459972863 +2016-08-19 12:20:29,600 DEBUG: View 4 : 0.514702702703 +2016-08-19 12:20:32,881 DEBUG: Best view : Clinic_ +2016-08-19 12:20:33,109 DEBUG: Start: Iteration 901 +2016-08-19 12:20:33,335 DEBUG: View 0 : 0.604500891266 +2016-08-19 12:20:33,346 DEBUG: View 1 : 0.545008354219 +2016-08-19 12:20:33,597 DEBUG: View 3 : 0.622151563328 +2016-08-19 12:20:33,706 DEBUG: View 2 : 0.554619622801 +2016-08-19 12:20:33,980 DEBUG: View 4 : 0.552171136654 +2016-08-19 12:20:37,314 DEBUG: Best view : Clinic_ +2016-08-19 12:20:37,545 DEBUG: Start: Iteration 902 +2016-08-19 12:20:37,779 DEBUG: View 0 : 0.501442307692 +2016-08-19 12:20:37,790 DEBUG: View 1 : 0.801522435897 +2016-08-19 12:20:38,043 DEBUG: View 3 : 0.589318789874 +2016-08-19 12:20:38,145 DEBUG: View 2 : 0.505366726297 +2016-08-19 12:20:38,425 DEBUG: View 4 : 0.513185324161 +2016-08-19 12:20:41,833 DEBUG: Best view : MiRNA__ +2016-08-19 12:20:42,071 DEBUG: Start: Iteration 903 +2016-08-19 12:20:42,368 DEBUG: View 0 : 0.511295822677 +2016-08-19 12:20:42,380 DEBUG: View 1 : 0.583897485493 +2016-08-19 12:20:42,641 DEBUG: View 3 : 0.672348484848 +2016-08-19 12:20:42,766 DEBUG: View 2 : 0.536023206751 +2016-08-19 12:20:43,040 DEBUG: View 4 : 0.530965851687 +2016-08-19 12:20:46,426 DEBUG: Best view : Clinic_ +2016-08-19 12:20:46,655 DEBUG: Start: Iteration 904 +2016-08-19 12:20:46,883 DEBUG: View 0 : 0.442780337942 +2016-08-19 12:20:46,895 DEBUG: View 1 : 0.543115942029 +2016-08-19 12:20:47,153 DEBUG: View 3 : 0.56071211199 +2016-08-19 12:20:47,255 DEBUG: View 2 : 0.582925586137 +2016-08-19 12:20:47,534 DEBUG: View 4 : 0.53188172043 +2016-08-19 12:20:51,128 DEBUG: Best view : RNASeq_ +2016-08-19 12:20:51,374 DEBUG: Start: Iteration 905 +2016-08-19 12:20:51,705 DEBUG: View 0 : 0.618692782627 +2016-08-19 12:20:51,719 DEBUG: View 1 : 0.424892473118 +2016-08-19 12:20:51,976 DEBUG: View 3 : 0.51007751938 +2016-08-19 12:20:52,083 DEBUG: View 2 : 0.55928030303 +2016-08-19 12:20:52,357 DEBUG: View 4 : 0.577323232323 +2016-08-19 12:20:55,694 DEBUG: Best view : Methyl_ +2016-08-19 12:20:55,932 DEBUG: Start: Iteration 906 +2016-08-19 12:20:56,172 DEBUG: View 0 : 0.584397163121 +2016-08-19 12:20:56,185 DEBUG: View 1 : 0.424417064123 +2016-08-19 12:20:56,436 DEBUG: View 3 : 0.594599303136 +2016-08-19 12:20:56,544 DEBUG: View 2 : 0.52137605042 +2016-08-19 12:20:56,823 DEBUG: View 4 : 0.581481096801 +2016-08-19 12:21:00,190 DEBUG: Best view : Clinic_ +2016-08-19 12:21:00,421 DEBUG: Start: Iteration 907 +2016-08-19 12:21:00,675 DEBUG: View 0 : 0.594978390615 +2016-08-19 12:21:00,686 DEBUG: View 1 : 0.595340722496 +2016-08-19 12:21:00,937 DEBUG: View 3 : 0.531614487416 +2016-08-19 12:21:01,039 DEBUG: View 2 : 0.570792383292 +2016-08-19 12:21:01,313 DEBUG: View 4 : 0.565733446881 +2016-08-19 12:21:04,694 DEBUG: Best view : MiRNA__ +2016-08-19 12:21:04,932 DEBUG: Start: Iteration 908 +2016-08-19 12:21:05,183 DEBUG: View 0 : 0.526259650549 +2016-08-19 12:21:05,194 DEBUG: View 1 : 0.583897485493 +2016-08-19 12:21:05,444 DEBUG: View 3 : 0.582002457002 +2016-08-19 12:21:05,544 DEBUG: View 2 : 0.535260183659 +2016-08-19 12:21:05,817 DEBUG: View 4 : 0.513131313131 +2016-08-19 12:21:09,358 DEBUG: Best view : Clinic_ +2016-08-19 12:21:09,608 DEBUG: Start: Iteration 909 +2016-08-19 12:21:09,893 DEBUG: View 0 : 0.429952830189 +2016-08-19 12:21:09,904 DEBUG: View 1 : 0.419845736919 +2016-08-19 12:21:10,157 DEBUG: View 3 : 0.614269788183 +2016-08-19 12:21:10,261 DEBUG: View 2 : 0.563513867085 +2016-08-19 12:21:10,533 DEBUG: View 4 : 0.534386428281 +2016-08-19 12:21:13,945 DEBUG: Best view : Clinic_ +2016-08-19 12:21:14,181 DEBUG: Start: Iteration 910 +2016-08-19 12:21:14,421 DEBUG: View 0 : 0.772270114943 +2016-08-19 12:21:14,432 DEBUG: View 1 : 0.608843537415 +2016-08-19 12:21:14,691 DEBUG: View 3 : 0.513185324161 +2016-08-19 12:21:14,795 DEBUG: View 2 : 0.529875463699 +2016-08-19 12:21:15,068 DEBUG: View 4 : 0.525459459459 +2016-08-19 12:21:18,425 DEBUG: Best view : Methyl_ +2016-08-19 12:21:18,657 DEBUG: Start: Iteration 911 +2016-08-19 12:21:18,902 DEBUG: View 0 : 0.490417743325 +2016-08-19 12:21:18,913 DEBUG: View 1 : 0.537558685446 +2016-08-19 12:21:19,164 DEBUG: View 3 : 0.653871391076 +2016-08-19 12:21:19,267 DEBUG: View 2 : 0.506311510484 +2016-08-19 12:21:19,540 DEBUG: View 4 : 0.500544217687 +2016-08-19 12:21:22,953 DEBUG: Best view : Clinic_ +2016-08-19 12:21:23,187 DEBUG: Start: Iteration 912 +2016-08-19 12:21:23,423 DEBUG: View 0 : 0.392716535433 +2016-08-19 12:21:23,435 DEBUG: View 1 : 0.560810810811 +2016-08-19 12:21:23,700 DEBUG: View 3 : 0.546717171717 +2016-08-19 12:21:23,798 DEBUG: View 2 : 0.578882371102 +2016-08-19 12:21:24,078 DEBUG: View 4 : 0.512412510936 +2016-08-19 12:21:27,447 DEBUG: Best view : RNASeq_ +2016-08-19 12:21:27,682 DEBUG: Start: Iteration 913 +2016-08-19 12:21:27,975 DEBUG: View 0 : 0.531614487416 +2016-08-19 12:21:27,985 DEBUG: View 1 : 0.542907959093 +2016-08-19 12:21:28,238 DEBUG: View 3 : 0.557222222222 +2016-08-19 12:21:28,339 DEBUG: View 2 : 0.552731092437 +2016-08-19 12:21:28,614 DEBUG: View 4 : 0.568351424695 +2016-08-19 12:21:32,047 DEBUG: Best view : MRNASeq +2016-08-19 12:21:32,288 DEBUG: Start: Iteration 914 +2016-08-19 12:21:32,597 DEBUG: View 0 : 0.354429093864 +2016-08-19 12:21:32,608 DEBUG: View 1 : 0.663562753036 +2016-08-19 12:21:32,867 DEBUG: View 3 : 0.652594685081 +2016-08-19 12:21:32,970 DEBUG: View 2 : 0.523181818182 +2016-08-19 12:21:33,243 DEBUG: View 4 : 0.566246253746 +2016-08-19 12:21:36,629 DEBUG: Best view : MiRNA__ +2016-08-19 12:21:36,871 DEBUG: Start: Iteration 915 +2016-08-19 12:21:37,164 DEBUG: View 0 : 0.576511503478 +2016-08-19 12:21:37,176 DEBUG: View 1 : 0.809644670051 +2016-08-19 12:21:37,430 DEBUG: View 3 : 0.497570850202 +2016-08-19 12:21:37,536 DEBUG: View 2 : 0.531827731092 +2016-08-19 12:21:37,806 DEBUG: View 4 : 0.584406565657 +2016-08-19 12:21:41,168 DEBUG: Best view : MRNASeq +2016-08-19 12:21:41,403 DEBUG: Start: Iteration 916 +2016-08-19 12:21:41,652 DEBUG: View 0 : 0.530047092547 +2016-08-19 12:21:41,663 DEBUG: View 1 : 0.585984281437 +2016-08-19 12:21:41,916 DEBUG: View 3 : 0.631491210346 +2016-08-19 12:21:42,022 DEBUG: View 2 : 0.59013391923 +2016-08-19 12:21:42,293 DEBUG: View 4 : 0.549454435239 +2016-08-19 12:21:45,722 DEBUG: Best view : Clinic_ +2016-08-19 12:21:45,956 DEBUG: Start: Iteration 917 +2016-08-19 12:21:46,260 DEBUG: View 0 : 0.526259650549 +2016-08-19 12:21:46,270 DEBUG: View 1 : 0.437711864407 +2016-08-19 12:21:46,542 DEBUG: View 3 : 0.578243398393 +2016-08-19 12:21:46,644 DEBUG: View 2 : 0.615942028986 +2016-08-19 12:21:46,922 DEBUG: View 4 : 0.600140056022 +2016-08-19 12:21:50,346 DEBUG: Best view : RNASeq_ +2016-08-19 12:21:50,581 DEBUG: Start: Iteration 918 +2016-08-19 12:21:50,866 DEBUG: View 0 : 0.525265957447 +2016-08-19 12:21:50,876 DEBUG: View 1 : 0.697404371585 +2016-08-19 12:21:51,129 DEBUG: View 3 : 0.663004812722 +2016-08-19 12:21:51,236 DEBUG: View 2 : 0.521612903226 +2016-08-19 12:21:51,506 DEBUG: View 4 : 0.481119199272 +2016-08-19 12:21:54,936 DEBUG: Best view : Clinic_ +2016-08-19 12:21:55,185 DEBUG: Start: Iteration 919 +2016-08-19 12:21:55,478 DEBUG: View 0 : 0.473740349451 +2016-08-19 12:21:55,489 DEBUG: View 1 : 0.808080808081 +2016-08-19 12:21:55,746 DEBUG: View 3 : 0.617525252525 +2016-08-19 12:21:55,848 DEBUG: View 2 : 0.52137605042 +2016-08-19 12:21:56,127 DEBUG: View 4 : 0.51404853129 +2016-08-19 12:21:59,588 DEBUG: Best view : Clinic_ +2016-08-19 12:21:59,826 DEBUG: Start: Iteration 920 +2016-08-19 12:22:00,064 DEBUG: View 0 : 0.497237076649 +2016-08-19 12:22:00,075 DEBUG: View 1 : 0.57181712963 +2016-08-19 12:22:00,337 DEBUG: View 3 : 0.556737588652 +2016-08-19 12:22:00,449 DEBUG: View 2 : 0.52552742616 +2016-08-19 12:22:00,741 DEBUG: View 4 : 0.559412132583 +2016-08-19 12:22:04,477 DEBUG: Best view : MiRNA__ +2016-08-19 12:22:04,773 DEBUG: Start: Iteration 921 +2016-08-19 12:22:05,111 DEBUG: View 0 : 0.471014492754 +2016-08-19 12:22:05,122 DEBUG: View 1 : 0.589664578703 +2016-08-19 12:22:05,398 DEBUG: View 3 : 0.684371184371 +2016-08-19 12:22:05,514 DEBUG: View 2 : 0.556240063593 +2016-08-19 12:22:05,788 DEBUG: View 4 : 0.568181818182 +2016-08-19 12:22:09,359 DEBUG: Best view : Clinic_ +2016-08-19 12:22:09,594 DEBUG: Start: Iteration 922 +2016-08-19 12:22:09,878 DEBUG: View 0 : 0.442780337942 +2016-08-19 12:22:09,889 DEBUG: View 1 : 0.526259650549 +2016-08-19 12:22:10,151 DEBUG: View 3 : 0.509701492537 +2016-08-19 12:22:10,255 DEBUG: View 2 : 0.515413381848 +2016-08-19 12:22:10,545 DEBUG: View 4 : 0.576914098973 +2016-08-19 12:22:14,161 DEBUG: Best view : MRNASeq +2016-08-19 12:22:14,404 DEBUG: Start: Iteration 923 +2016-08-19 12:22:14,704 DEBUG: View 0 : 0.573529411765 +2016-08-19 12:22:14,717 DEBUG: View 1 : 0.47644361059 +2016-08-19 12:22:14,975 DEBUG: View 3 : 0.539463601533 +2016-08-19 12:22:15,081 DEBUG: View 2 : 0.53211517165 +2016-08-19 12:22:15,354 DEBUG: View 4 : 0.522069317023 +2016-08-19 12:22:18,834 DEBUG: Best view : Methyl_ +2016-08-19 12:22:19,072 DEBUG: Start: Iteration 924 +2016-08-19 12:22:19,362 DEBUG: View 0 : 0.488704177323 +2016-08-19 12:22:19,374 DEBUG: View 1 : 0.747653958944 +2016-08-19 12:22:19,630 DEBUG: View 3 : 0.506311510484 +2016-08-19 12:22:19,735 DEBUG: View 2 : 0.568351424695 +2016-08-19 12:22:20,008 DEBUG: View 4 : 0.609769650434 +2016-08-19 12:22:23,522 DEBUG: Best view : MiRNA__ +2016-08-19 12:22:23,758 DEBUG: Start: Iteration 925 +2016-08-19 12:22:23,993 DEBUG: View 0 : 0.470650636492 +2016-08-19 12:22:24,005 DEBUG: View 1 : 0.622760358343 +2016-08-19 12:22:24,272 DEBUG: View 3 : 0.607658505964 +2016-08-19 12:22:24,418 DEBUG: View 2 : 0.563538392456 +2016-08-19 12:22:24,686 DEBUG: View 4 : 0.580978705979 +2016-08-19 12:22:28,392 DEBUG: Best view : MiRNA__ +2016-08-19 12:22:28,714 DEBUG: Start: Iteration 926 +2016-08-19 12:22:28,954 DEBUG: View 0 : 0.507926829268 +2016-08-19 12:22:28,967 DEBUG: View 1 : 0.643142935982 +2016-08-19 12:22:29,251 DEBUG: View 3 : 0.554601787891 +2016-08-19 12:22:29,355 DEBUG: View 2 : 0.55593832021 +2016-08-19 12:22:29,674 DEBUG: View 4 : 0.508596278317 +2016-08-19 12:22:33,666 DEBUG: Best view : MiRNA__ +2016-08-19 12:22:33,959 DEBUG: Start: Iteration 927 +2016-08-19 12:22:34,322 DEBUG: View 0 : 0.587170087977 +2016-08-19 12:22:34,322 DEBUG: View 1 : 0.591096403596 +2016-08-19 12:22:34,601 DEBUG: View 3 : 0.564878671775 +2016-08-19 12:22:34,715 DEBUG: View 2 : 0.525265957447 +2016-08-19 12:22:35,030 DEBUG: View 4 : 0.507408931879 +2016-08-19 12:22:38,918 DEBUG: Best view : MiRNA__ +2016-08-19 12:22:39,168 DEBUG: Start: Iteration 928 +2016-08-19 12:22:39,477 DEBUG: View 0 : 0.476634021716 +2016-08-19 12:22:39,488 DEBUG: View 1 : 0.622760358343 +2016-08-19 12:22:39,748 DEBUG: View 3 : 0.511403508772 +2016-08-19 12:22:39,864 DEBUG: View 2 : 0.524813017991 +2016-08-19 12:22:40,142 DEBUG: View 4 : 0.54849271065 +2016-08-19 12:22:43,744 DEBUG: Best view : MiRNA__ +2016-08-19 12:22:43,982 DEBUG: Start: Iteration 929 +2016-08-19 12:22:44,297 DEBUG: View 0 : 0.408720330237 +2016-08-19 12:22:44,307 DEBUG: View 1 : 0.582432718796 +2016-08-19 12:22:44,567 DEBUG: View 3 : 0.599464129484 +2016-08-19 12:22:44,694 DEBUG: View 2 : 0.515883554648 +2016-08-19 12:22:44,971 DEBUG: View 4 : 0.526756066411 +2016-08-19 12:22:48,401 DEBUG: Best view : Clinic_ +2016-08-19 12:22:48,638 DEBUG: Start: Iteration 930 +2016-08-19 12:22:48,883 DEBUG: View 0 : 0.535055865922 +2016-08-19 12:22:48,894 DEBUG: View 1 : 0.808080808081 +2016-08-19 12:22:49,148 DEBUG: View 3 : 0.538196125908 +2016-08-19 12:22:49,248 DEBUG: View 2 : 0.554669585157 +2016-08-19 12:22:49,532 DEBUG: View 4 : 0.586193293886 +2016-08-19 12:22:53,063 DEBUG: Best view : MRNASeq +2016-08-19 12:22:53,300 DEBUG: Start: Iteration 931 +2016-08-19 12:22:53,606 DEBUG: View 0 : 0.526259650549 +2016-08-19 12:22:53,617 DEBUG: View 1 : 0.730138169257 +2016-08-19 12:22:53,902 DEBUG: View 3 : 0.496519982039 +2016-08-19 12:22:54,054 DEBUG: View 2 : 0.580819426615 +2016-08-19 12:22:54,307 DEBUG: View 4 : 0.561916154021 +2016-08-19 12:22:58,086 DEBUG: Best view : RNASeq_ +2016-08-19 12:22:58,355 DEBUG: Start: Iteration 932 +2016-08-19 12:22:58,689 DEBUG: View 0 : 0.560160427807 +2016-08-19 12:22:58,702 DEBUG: View 1 : 0.808080808081 +2016-08-19 12:22:58,966 DEBUG: View 3 : 0.659536812298 +2016-08-19 12:22:59,084 DEBUG: View 2 : 0.594537815126 +2016-08-19 12:22:59,401 DEBUG: View 4 : 0.545583181726 +2016-08-19 12:23:02,887 DEBUG: Best view : Clinic_ +2016-08-19 12:23:03,153 DEBUG: Start: Iteration 933 +2016-08-19 12:23:03,411 DEBUG: View 0 : 0.77955465587 +2016-08-19 12:23:03,422 DEBUG: View 1 : 0.709451659452 +2016-08-19 12:23:03,687 DEBUG: View 3 : 0.589926160338 +2016-08-19 12:23:03,812 DEBUG: View 2 : 0.533232323232 +2016-08-19 12:23:04,112 DEBUG: View 4 : 0.561347743166 +2016-08-19 12:23:07,728 DEBUG: Best view : Methyl_ +2016-08-19 12:23:07,984 DEBUG: Start: Iteration 934 +2016-08-19 12:23:08,229 DEBUG: View 0 : 0.601759530792 +2016-08-19 12:23:08,240 DEBUG: View 1 : 0.585809581565 +2016-08-19 12:23:08,493 DEBUG: View 3 : 0.652751719825 +2016-08-19 12:23:08,595 DEBUG: View 2 : 0.589318789874 +2016-08-19 12:23:08,870 DEBUG: View 4 : 0.514104116223 +2016-08-19 12:23:12,362 DEBUG: Best view : Clinic_ +2016-08-19 12:23:12,617 DEBUG: Start: Iteration 935 +2016-08-19 12:23:12,912 DEBUG: View 0 : 0.600925925926 +2016-08-19 12:23:12,924 DEBUG: View 1 : 0.809644670051 +2016-08-19 12:23:13,179 DEBUG: View 3 : 0.595921622237 +2016-08-19 12:23:13,280 DEBUG: View 2 : 0.577323232323 +2016-08-19 12:23:13,557 DEBUG: View 4 : 0.553821178821 +2016-08-19 12:23:17,125 DEBUG: Best view : Clinic_ +2016-08-19 12:23:17,387 DEBUG: Start: Iteration 936 +2016-08-19 12:23:17,710 DEBUG: View 0 : 0.471014492754 +2016-08-19 12:23:17,725 DEBUG: View 1 : 0.817708333333 +2016-08-19 12:23:18,013 DEBUG: View 3 : 0.564878671775 +2016-08-19 12:23:18,125 DEBUG: View 2 : 0.429782082324 +2016-08-19 12:23:18,412 DEBUG: View 4 : 0.549454435239 +2016-08-19 12:23:21,934 DEBUG: Best view : MiRNA__ +2016-08-19 12:23:22,188 DEBUG: Start: Iteration 937 +2016-08-19 12:23:22,482 DEBUG: View 0 : 0.481498470948 +2016-08-19 12:23:22,493 DEBUG: View 1 : 0.50863530409 +2016-08-19 12:23:22,752 DEBUG: View 3 : 0.582995951417 +2016-08-19 12:23:22,857 DEBUG: View 2 : 0.530462184874 +2016-08-19 12:23:23,131 DEBUG: View 4 : 0.546373850868 +2016-08-19 12:23:26,554 DEBUG: Best view : Clinic_ +2016-08-19 12:23:26,813 DEBUG: Start: Iteration 938 +2016-08-19 12:23:27,110 DEBUG: View 0 : 0.568181818182 +2016-08-19 12:23:27,120 DEBUG: View 1 : 0.623222305389 +2016-08-19 12:23:27,371 DEBUG: View 3 : 0.530448717949 +2016-08-19 12:23:27,475 DEBUG: View 2 : 0.546974334825 +2016-08-19 12:23:27,748 DEBUG: View 4 : 0.544077134986 +2016-08-19 12:23:31,191 DEBUG: Best view : MiRNA__ +2016-08-19 12:23:31,428 DEBUG: Start: Iteration 939 +2016-08-19 12:23:31,663 DEBUG: View 0 : 0.466767676768 +2016-08-19 12:23:31,676 DEBUG: View 1 : 0.493473765831 +2016-08-19 12:23:31,930 DEBUG: View 3 : 0.428590604027 +2016-08-19 12:23:32,033 DEBUG: View 2 : 0.536622073579 +2016-08-19 12:23:32,312 DEBUG: View 4 : 0.569875776398 +2016-08-19 12:23:36,127 DEBUG: Best view : MRNASeq +2016-08-19 12:23:36,369 DEBUG: Start: Iteration 940 +2016-08-19 12:23:36,613 DEBUG: View 0 : 0.576899696049 +2016-08-19 12:23:36,624 DEBUG: View 1 : 0.817708333333 +2016-08-19 12:23:36,877 DEBUG: View 3 : 0.647551808208 +2016-08-19 12:23:36,975 DEBUG: View 2 : 0.519177791905 +2016-08-19 12:23:37,258 DEBUG: View 4 : 0.567620445097 +2016-08-19 12:23:41,181 DEBUG: Best view : Clinic_ +2016-08-19 12:23:41,450 DEBUG: Start: Iteration 941 +2016-08-19 12:23:41,803 DEBUG: View 1 : 0.71121304791 +2016-08-19 12:23:41,819 DEBUG: View 0 : 0.471701063164 +2016-08-19 12:23:42,048 DEBUG: View 3 : 0.55286663897 +2016-08-19 12:23:42,179 DEBUG: View 2 : 0.547171717172 +2016-08-19 12:23:42,508 DEBUG: View 4 : 0.527673153379 +2016-08-19 12:23:46,102 DEBUG: Best view : MiRNA__ +2016-08-19 12:23:46,340 DEBUG: Start: Iteration 942 +2016-08-19 12:23:46,641 DEBUG: View 0 : 0.469872185027 +2016-08-19 12:23:46,652 DEBUG: View 1 : 0.817708333333 +2016-08-19 12:23:46,907 DEBUG: View 3 : 0.522799422799 +2016-08-19 12:23:47,009 DEBUG: View 2 : 0.582116788321 +2016-08-19 12:23:47,283 DEBUG: View 4 : 0.580819426615 +2016-08-19 12:23:50,725 DEBUG: Best view : RNASeq_ +2016-08-19 12:23:50,968 DEBUG: Start: Iteration 943 +2016-08-19 12:23:51,264 DEBUG: View 0 : 0.619989451477 +2016-08-19 12:23:51,275 DEBUG: View 1 : 0.571816134316 +2016-08-19 12:23:51,530 DEBUG: View 3 : 0.536023206751 +2016-08-19 12:23:51,632 DEBUG: View 2 : 0.527886396378 +2016-08-19 12:23:51,910 DEBUG: View 4 : 0.519191005428 +2016-08-19 12:23:55,409 DEBUG: Best view : Methyl_ +2016-08-19 12:23:55,679 DEBUG: Start: Iteration 944 +2016-08-19 12:23:55,933 DEBUG: View 0 : 0.786018237082 +2016-08-19 12:23:55,948 DEBUG: View 1 : 0.809956709957 +2016-08-19 12:23:56,228 DEBUG: View 3 : 0.477146263911 +2016-08-19 12:23:56,335 DEBUG: View 2 : 0.478144811478 +2016-08-19 12:23:56,627 DEBUG: View 4 : 0.519177791905 +2016-08-19 12:24:00,140 DEBUG: Best view : Methyl_ +2016-08-19 12:24:00,382 DEBUG: Start: Iteration 945 +2016-08-19 12:24:00,627 DEBUG: View 0 : 0.46513038205 +2016-08-19 12:24:00,639 DEBUG: View 1 : 0.598965517241 +2016-08-19 12:24:00,910 DEBUG: View 3 : 0.567620445097 +2016-08-19 12:24:01,017 DEBUG: View 2 : 0.568841325376 +2016-08-19 12:24:01,287 DEBUG: View 4 : 0.580935251799 +2016-08-19 12:24:04,820 DEBUG: Best view : MRNASeq +2016-08-19 12:24:05,063 DEBUG: Start: Iteration 946 +2016-08-19 12:24:05,294 DEBUG: View 0 : 0.597047597665 +2016-08-19 12:24:05,307 DEBUG: View 1 : 0.447881828317 +2016-08-19 12:24:05,575 DEBUG: View 3 : 0.504699818072 +2016-08-19 12:24:05,718 DEBUG: View 2 : 0.583281733746 +2016-08-19 12:24:06,039 DEBUG: View 4 : 0.557014767932 +2016-08-19 12:24:09,662 DEBUG: Best view : Methyl_ +2016-08-19 12:24:09,904 DEBUG: Start: Iteration 947 +2016-08-19 12:24:10,203 DEBUG: View 0 : 0.588859060403 +2016-08-19 12:24:10,214 DEBUG: View 1 : 0.676879933527 +2016-08-19 12:24:10,465 DEBUG: View 3 : 0.650751183371 +2016-08-19 12:24:10,569 DEBUG: View 2 : 0.589318789874 +2016-08-19 12:24:10,844 DEBUG: View 4 : 0.480139230139 +2016-08-19 12:24:14,325 DEBUG: Best view : MiRNA__ +2016-08-19 12:24:14,570 DEBUG: Start: Iteration 948 +2016-08-19 12:24:14,797 DEBUG: View 0 : 0.597424242424 +2016-08-19 12:24:14,808 DEBUG: View 1 : 0.578882371102 +2016-08-19 12:24:15,064 DEBUG: View 3 : 0.545254333618 +2016-08-19 12:24:15,163 DEBUG: View 2 : 0.554023461618 +2016-08-19 12:24:15,439 DEBUG: View 4 : 0.538196125908 +2016-08-19 12:24:18,979 DEBUG: Best view : Clinic_ +2016-08-19 12:24:19,222 DEBUG: Start: Iteration 949 +2016-08-19 12:24:19,543 DEBUG: View 0 : 0.560810810811 +2016-08-19 12:24:19,554 DEBUG: View 1 : 0.466002214839 +2016-08-19 12:24:19,822 DEBUG: View 3 : 0.590293742018 +2016-08-19 12:24:19,934 DEBUG: View 2 : 0.5935500516 +2016-08-19 12:24:20,209 DEBUG: View 4 : 0.598426150121 +2016-08-19 12:24:23,772 DEBUG: Best view : MRNASeq +2016-08-19 12:24:24,016 DEBUG: Start: Iteration 950 +2016-08-19 12:24:24,276 DEBUG: View 0 : 0.605552134647 +2016-08-19 12:24:24,288 DEBUG: View 1 : 0.653512672299 +2016-08-19 12:24:24,543 DEBUG: View 3 : 0.580230880231 +2016-08-19 12:24:24,644 DEBUG: View 2 : 0.592084726867 +2016-08-19 12:24:24,927 DEBUG: View 4 : 0.577701224847 +2016-08-19 12:24:28,493 DEBUG: Best view : MiRNA__ +2016-08-19 12:24:28,734 DEBUG: Start: Iteration 951 +2016-08-19 12:24:29,051 DEBUG: View 0 : 0.492135761589 +2016-08-19 12:24:29,062 DEBUG: View 1 : 0.601959161148 +2016-08-19 12:24:29,320 DEBUG: View 3 : 0.564709467696 +2016-08-19 12:24:29,423 DEBUG: View 2 : 0.560300925926 +2016-08-19 12:24:29,694 DEBUG: View 4 : 0.553688141923 +2016-08-19 12:24:33,310 DEBUG: Best view : MiRNA__ +2016-08-19 12:24:33,557 DEBUG: Start: Iteration 952 +2016-08-19 12:24:33,849 DEBUG: View 0 : 0.486724297623 +2016-08-19 12:24:33,860 DEBUG: View 1 : 0.576091954023 +2016-08-19 12:24:34,117 DEBUG: View 3 : 0.568351424695 +2016-08-19 12:24:34,223 DEBUG: View 2 : 0.536210418795 +2016-08-19 12:24:34,500 DEBUG: View 4 : 0.530127814973 +2016-08-19 12:24:38,062 DEBUG: Best view : Clinic_ +2016-08-19 12:24:38,315 DEBUG: Start: Iteration 953 +2016-08-19 12:24:38,578 DEBUG: View 0 : 0.516512235685 +2016-08-19 12:24:38,589 DEBUG: View 1 : 0.572782874618 +2016-08-19 12:24:38,845 DEBUG: View 3 : 0.567620445097 +2016-08-19 12:24:38,948 DEBUG: View 2 : 0.533957845433 +2016-08-19 12:24:39,233 DEBUG: View 4 : 0.594849537037 +2016-08-19 12:24:42,980 DEBUG: Best view : MRNASeq +2016-08-19 12:24:43,237 DEBUG: Start: Iteration 954 +2016-08-19 12:24:43,552 DEBUG: View 0 : 0.591279669763 +2016-08-19 12:24:43,564 DEBUG: View 1 : 0.83761682243 +2016-08-19 12:24:43,840 DEBUG: View 3 : 0.500117730162 +2016-08-19 12:24:43,951 DEBUG: View 2 : 0.631365388517 +2016-08-19 12:24:44,231 DEBUG: View 4 : 0.592975206612 +2016-08-19 12:24:48,106 DEBUG: Best view : MiRNA__ +2016-08-19 12:24:48,363 DEBUG: Start: Iteration 955 +2016-08-19 12:24:48,614 DEBUG: View 0 : 0.51007751938 +2016-08-19 12:24:48,627 DEBUG: View 1 : 0.464975276666 +2016-08-19 12:24:48,882 DEBUG: View 3 : 0.55041973792 +2016-08-19 12:24:48,988 DEBUG: View 2 : 0.542075163399 +2016-08-19 12:24:49,269 DEBUG: View 4 : 0.518971515547 +2016-08-19 12:24:52,871 DEBUG: Best view : Clinic_ +2016-08-19 12:24:53,113 DEBUG: Start: Iteration 956 +2016-08-19 12:24:53,338 DEBUG: View 0 : 0.601759530792 +2016-08-19 12:24:53,351 DEBUG: View 1 : 0.793543543544 +2016-08-19 12:24:53,605 DEBUG: View 3 : 0.546376811594 +2016-08-19 12:24:53,710 DEBUG: View 2 : 0.530462184874 +2016-08-19 12:24:54,026 DEBUG: View 4 : 0.587170087977 +2016-08-19 12:24:57,605 DEBUG: Best view : MiRNA__ +2016-08-19 12:24:57,849 DEBUG: Start: Iteration 957 +2016-08-19 12:24:58,098 DEBUG: View 0 : 0.575096017789 +2016-08-19 12:24:58,109 DEBUG: View 1 : 0.615580847724 +2016-08-19 12:24:58,364 DEBUG: View 3 : 0.606774193548 +2016-08-19 12:24:58,475 DEBUG: View 2 : 0.631343556042 +2016-08-19 12:24:58,740 DEBUG: View 4 : 0.566818642351 +2016-08-19 12:25:02,381 DEBUG: Best view : RNASeq_ +2016-08-19 12:25:02,625 DEBUG: Start: Iteration 958 +2016-08-19 12:25:02,922 DEBUG: View 0 : 0.559523809524 +2016-08-19 12:25:02,933 DEBUG: View 1 : 0.734400753473 +2016-08-19 12:25:03,192 DEBUG: View 3 : 0.504699818072 +2016-08-19 12:25:03,333 DEBUG: View 2 : 0.527619047619 +2016-08-19 12:25:03,616 DEBUG: View 4 : 0.58348410442 +2016-08-19 12:25:07,224 DEBUG: Best view : MiRNA__ +2016-08-19 12:25:07,473 DEBUG: Start: Iteration 959 +2016-08-19 12:25:07,706 DEBUG: View 0 : 0.483976833977 +2016-08-19 12:25:07,717 DEBUG: View 1 : 0.735771812081 +2016-08-19 12:25:07,998 DEBUG: View 3 : 0.548784722222 +2016-08-19 12:25:08,137 DEBUG: View 2 : 0.533319536424 +2016-08-19 12:25:08,441 DEBUG: View 4 : 0.568732193732 +2016-08-19 12:25:12,111 DEBUG: Best view : MiRNA__ +2016-08-19 12:25:12,356 DEBUG: Start: Iteration 960 +2016-08-19 12:25:12,654 DEBUG: View 0 : 0.423504413207 +2016-08-19 12:25:12,663 DEBUG: View 1 : 0.705630791162 +2016-08-19 12:25:12,916 DEBUG: View 3 : 0.607658505964 +2016-08-19 12:25:13,019 DEBUG: View 2 : 0.631343556042 +2016-08-19 12:25:13,293 DEBUG: View 4 : 0.471675675676 +2016-08-19 12:25:16,972 DEBUG: Best view : MiRNA__ +2016-08-19 12:25:17,219 DEBUG: Start: Iteration 961 +2016-08-19 12:25:17,506 DEBUG: View 0 : 0.515819964349 +2016-08-19 12:25:17,517 DEBUG: View 1 : 0.568231292517 +2016-08-19 12:25:17,772 DEBUG: View 3 : 0.646149181322 +2016-08-19 12:25:17,874 DEBUG: View 2 : 0.57632531403 +2016-08-19 12:25:18,153 DEBUG: View 4 : 0.550805255351 +2016-08-19 12:25:21,665 DEBUG: Best view : Clinic_ +2016-08-19 12:25:21,907 DEBUG: Start: Iteration 962 +2016-08-19 12:25:22,206 DEBUG: View 0 : 0.509701492537 +2016-08-19 12:25:22,217 DEBUG: View 1 : 0.458843537415 +2016-08-19 12:25:22,479 DEBUG: View 3 : 0.587611749681 +2016-08-19 12:25:22,587 DEBUG: View 2 : 0.584406565657 +2016-08-19 12:25:22,880 DEBUG: View 4 : 0.564262193867 +2016-08-19 12:25:26,640 DEBUG: Best view : RNASeq_ +2016-08-19 12:25:26,898 DEBUG: Start: Iteration 963 +2016-08-19 12:25:27,144 DEBUG: View 0 : 0.615570469799 +2016-08-19 12:25:27,154 DEBUG: View 1 : 0.590642458101 +2016-08-19 12:25:27,421 DEBUG: View 3 : 0.607256778309 +2016-08-19 12:25:27,532 DEBUG: View 2 : 0.573059360731 +2016-08-19 12:25:27,808 DEBUG: View 4 : 0.560300925926 +2016-08-19 12:25:31,394 DEBUG: Best view : Clinic_ +2016-08-19 12:25:31,644 DEBUG: Start: Iteration 964 +2016-08-19 12:25:31,963 DEBUG: View 0 : 0.485895883777 +2016-08-19 12:25:31,974 DEBUG: View 1 : 0.667586206897 +2016-08-19 12:25:32,278 DEBUG: View 3 : 0.595921622237 +2016-08-19 12:25:32,405 DEBUG: View 2 : 0.488633461047 +2016-08-19 12:25:32,692 DEBUG: View 4 : 0.505175983437 +2016-08-19 12:25:36,566 DEBUG: Best view : Clinic_ +2016-08-19 12:25:36,811 DEBUG: Start: Iteration 965 +2016-08-19 12:25:37,070 DEBUG: View 0 : 0.625892857143 +2016-08-19 12:25:37,081 DEBUG: View 1 : 0.574500926116 +2016-08-19 12:25:37,343 DEBUG: View 3 : 0.496442770454 +2016-08-19 12:25:37,455 DEBUG: View 2 : 0.54632505176 +2016-08-19 12:25:37,770 DEBUG: View 4 : 0.548887462559 +2016-08-19 12:25:41,381 DEBUG: Best view : Methyl_ +2016-08-19 12:25:41,638 DEBUG: Start: Iteration 966 +2016-08-19 12:25:41,872 DEBUG: View 0 : 0.295381231672 +2016-08-19 12:25:41,883 DEBUG: View 1 : 0.64649122807 +2016-08-19 12:25:42,153 DEBUG: View 3 : 0.672348484848 +2016-08-19 12:25:42,256 DEBUG: View 2 : 0.601547987616 +2016-08-19 12:25:42,537 DEBUG: View 4 : 0.518501529052 +2016-08-19 12:25:46,225 DEBUG: Best view : Clinic_ +2016-08-19 12:25:46,472 DEBUG: Start: Iteration 967 +2016-08-19 12:25:46,774 DEBUG: View 0 : 0.514976465554 +2016-08-19 12:25:46,785 DEBUG: View 1 : 0.338458110517 +2016-08-19 12:25:47,042 DEBUG: View 3 : 0.543401759531 +2016-08-19 12:25:47,143 DEBUG: View 2 : 0.519860769861 +2016-08-19 12:25:47,433 DEBUG: View 4 : 0.568486486486 +2016-08-19 12:25:51,007 DEBUG: Best view : Clinic_ +2016-08-19 12:25:51,261 DEBUG: Start: Iteration 968 +2016-08-19 12:25:51,557 DEBUG: View 0 : 0.535055865922 +2016-08-19 12:25:51,568 DEBUG: View 1 : 0.626404494382 +2016-08-19 12:25:51,828 DEBUG: View 3 : 0.638888888889 +2016-08-19 12:25:51,959 DEBUG: View 2 : 0.642281879195 +2016-08-19 12:25:52,226 DEBUG: View 4 : 0.564698867024 +2016-08-19 12:25:55,940 DEBUG: Best view : RNASeq_ +2016-08-19 12:25:56,192 DEBUG: Start: Iteration 969 +2016-08-19 12:25:56,433 DEBUG: View 0 : 0.413269088213 +2016-08-19 12:25:56,443 DEBUG: View 1 : 0.637644787645 +2016-08-19 12:25:56,696 DEBUG: View 3 : 0.580978705979 +2016-08-19 12:25:56,807 DEBUG: View 2 : 0.525776397516 +2016-08-19 12:25:57,082 DEBUG: View 4 : 0.539401899374 +2016-08-19 12:26:00,968 DEBUG: Best view : Clinic_ +2016-08-19 12:26:01,234 DEBUG: Start: Iteration 970 +2016-08-19 12:26:01,573 DEBUG: View 0 : 0.597013409183 +2016-08-19 12:26:01,579 DEBUG: View 1 : 0.575411715656 +2016-08-19 12:26:01,845 DEBUG: View 3 : 0.568732193732 +2016-08-19 12:26:01,959 DEBUG: View 2 : 0.592975206612 +2016-08-19 12:26:02,260 DEBUG: View 4 : 0.550477773162 +2016-08-19 12:26:06,044 DEBUG: Best view : RNASeq_ +2016-08-19 12:26:06,299 DEBUG: Start: Iteration 971 +2016-08-19 12:26:06,623 DEBUG: View 0 : 0.610345581802 +2016-08-19 12:26:06,634 DEBUG: View 1 : 0.730138169257 +2016-08-19 12:26:06,893 DEBUG: View 3 : 0.547171717172 +2016-08-19 12:26:06,999 DEBUG: View 2 : 0.531342281879 +2016-08-19 12:26:07,287 DEBUG: View 4 : 0.532641700405 +2016-08-19 12:26:10,872 DEBUG: Best view : Methyl_ +2016-08-19 12:26:11,119 DEBUG: Start: Iteration 972 +2016-08-19 12:26:11,381 DEBUG: View 0 : 0.477890316206 +2016-08-19 12:26:11,392 DEBUG: View 1 : 0.576210474308 +2016-08-19 12:26:11,655 DEBUG: View 3 : 0.653838383838 +2016-08-19 12:26:11,771 DEBUG: View 2 : 0.621364302155 +2016-08-19 12:26:12,047 DEBUG: View 4 : 0.509027777778 +2016-08-19 12:26:15,938 DEBUG: Best view : Clinic_ +2016-08-19 12:26:16,189 DEBUG: Start: Iteration 973 +2016-08-19 12:26:16,496 DEBUG: View 0 : 0.501340996169 +2016-08-19 12:26:16,509 DEBUG: View 1 : 0.624961407842 +2016-08-19 12:26:16,781 DEBUG: View 3 : 0.506786500367 +2016-08-19 12:26:16,880 DEBUG: View 2 : 0.55278340081 +2016-08-19 12:26:17,168 DEBUG: View 4 : 0.498430141287 +2016-08-19 12:26:20,861 DEBUG: Best view : MiRNA__ +2016-08-19 12:26:21,105 DEBUG: Start: Iteration 974 +2016-08-19 12:26:21,403 DEBUG: View 0 : 0.474734371139 +2016-08-19 12:26:21,414 DEBUG: View 1 : 0.462441314554 +2016-08-19 12:26:21,672 DEBUG: View 3 : 0.540233415233 +2016-08-19 12:26:21,803 DEBUG: View 2 : 0.518971515547 +2016-08-19 12:26:22,074 DEBUG: View 4 : 0.577586206897 +2016-08-19 12:26:25,823 DEBUG: Best view : MRNASeq +2016-08-19 12:26:26,069 DEBUG: Start: Iteration 975 +2016-08-19 12:26:26,299 DEBUG: View 0 : 0.481119199272 +2016-08-19 12:26:26,311 DEBUG: View 1 : 0.735066258919 +2016-08-19 12:26:26,570 DEBUG: View 3 : 0.701349654739 +2016-08-19 12:26:26,671 DEBUG: View 2 : 0.515476190476 +2016-08-19 12:26:26,952 DEBUG: View 4 : 0.540262767535 +2016-08-19 12:26:30,541 DEBUG: Best view : MiRNA__ +2016-08-19 12:26:30,789 DEBUG: Start: Iteration 976 +2016-08-19 12:26:31,048 DEBUG: View 0 : 0.507471264368 +2016-08-19 12:26:31,060 DEBUG: View 1 : 0.405782312925 +2016-08-19 12:26:31,314 DEBUG: View 3 : 0.621723996724 +2016-08-19 12:26:31,426 DEBUG: View 2 : 0.615763546798 +2016-08-19 12:26:31,727 DEBUG: View 4 : 0.55710085934 +2016-08-19 12:26:35,537 DEBUG: Best view : Clinic_ +2016-08-19 12:26:35,788 DEBUG: Start: Iteration 977 +2016-08-19 12:26:36,017 DEBUG: View 0 : 0.602564102564 +2016-08-19 12:26:36,029 DEBUG: View 1 : 0.464975276666 +2016-08-19 12:26:36,290 DEBUG: View 3 : 0.625326680922 +2016-08-19 12:26:36,400 DEBUG: View 2 : 0.628172043011 +2016-08-19 12:26:36,683 DEBUG: View 4 : 0.55593832021 +2016-08-19 12:26:40,406 DEBUG: Best view : RNASeq_ +2016-08-19 12:26:40,660 DEBUG: Start: Iteration 978 +2016-08-19 12:26:40,987 DEBUG: View 0 : 0.518971515547 +2016-08-19 12:26:40,995 DEBUG: View 1 : 0.628416347382 +2016-08-19 12:26:41,316 DEBUG: View 3 : 0.554694229113 +2016-08-19 12:26:41,428 DEBUG: View 2 : 0.575411715656 +2016-08-19 12:26:41,725 DEBUG: View 4 : 0.580978705979 +2016-08-19 12:26:45,531 DEBUG: Best view : MiRNA__ +2016-08-19 12:26:45,809 DEBUG: Start: Iteration 979 +2016-08-19 12:26:46,115 DEBUG: View 0 : 0.583897485493 +2016-08-19 12:26:46,125 DEBUG: View 1 : 0.543115942029 +2016-08-19 12:26:46,387 DEBUG: View 3 : 0.667629179331 +2016-08-19 12:26:46,494 DEBUG: View 2 : 0.538622359155 +2016-08-19 12:26:46,857 DEBUG: View 4 : 0.540525461554 +2016-08-19 12:26:50,714 DEBUG: Best view : Clinic_ +2016-08-19 12:26:50,969 DEBUG: Start: Iteration 980 +2016-08-19 12:26:51,206 DEBUG: View 0 : 0.59269490485 +2016-08-19 12:26:51,216 DEBUG: View 1 : 0.585371880405 +2016-08-19 12:26:51,470 DEBUG: View 3 : 0.531940144479 +2016-08-19 12:26:51,576 DEBUG: View 2 : 0.546974334825 +2016-08-19 12:26:51,853 DEBUG: View 4 : 0.518849206349 +2016-08-19 12:26:55,579 DEBUG: Best view : MiRNA__ +2016-08-19 12:26:55,828 DEBUG: Start: Iteration 981 +2016-08-19 12:26:56,137 DEBUG: View 0 : 0.425696767001 +2016-08-19 12:26:56,149 DEBUG: View 1 : 0.447544642857 +2016-08-19 12:26:56,403 DEBUG: View 3 : 0.64710538218 +2016-08-19 12:26:56,504 DEBUG: View 2 : 0.562147651007 +2016-08-19 12:26:56,792 DEBUG: View 4 : 0.566690369768 +2016-08-19 12:27:00,572 DEBUG: Best view : Clinic_ +2016-08-19 12:27:00,819 DEBUG: Start: Iteration 982 +2016-08-19 12:27:01,114 DEBUG: View 0 : 0.471701063164 +2016-08-19 12:27:01,125 DEBUG: View 1 : 0.565301120448 +2016-08-19 12:27:01,378 DEBUG: View 3 : 0.646610169492 +2016-08-19 12:27:01,480 DEBUG: View 2 : 0.54171723301 +2016-08-19 12:27:01,757 DEBUG: View 4 : 0.509674447174 +2016-08-19 12:27:05,499 DEBUG: Best view : Clinic_ +2016-08-19 12:27:05,782 DEBUG: Start: Iteration 983 +2016-08-19 12:27:06,042 DEBUG: View 0 : 0.614269788183 +2016-08-19 12:27:06,055 DEBUG: View 1 : 0.711855670103 +2016-08-19 12:27:06,315 DEBUG: View 3 : 0.530047092547 +2016-08-19 12:27:06,471 DEBUG: View 2 : 0.557995951417 +2016-08-19 12:27:06,761 DEBUG: View 4 : 0.556240063593 +2016-08-19 12:27:10,778 DEBUG: Best view : Methyl_ +2016-08-19 12:27:11,037 DEBUG: Start: Iteration 984 +2016-08-19 12:27:11,278 DEBUG: View 0 : 0.613353720693 +2016-08-19 12:27:11,289 DEBUG: View 1 : 0.637662337662 +2016-08-19 12:27:11,584 DEBUG: View 3 : 0.537854251012 +2016-08-19 12:27:11,691 DEBUG: View 2 : 0.501783893986 +2016-08-19 12:27:12,021 DEBUG: View 4 : 0.543401759531 +2016-08-19 12:27:15,947 DEBUG: Best view : MiRNA__ +2016-08-19 12:27:16,208 DEBUG: Start: Iteration 985 +2016-08-19 12:27:16,506 DEBUG: View 0 : 0.450148257969 +2016-08-19 12:27:16,517 DEBUG: View 1 : 0.811224489796 +2016-08-19 12:27:16,846 DEBUG: View 3 : 0.575503355705 +2016-08-19 12:27:16,952 DEBUG: View 2 : 0.546717171717 +2016-08-19 12:27:17,270 DEBUG: View 4 : 0.575096017789 +2016-08-19 12:27:20,877 DEBUG: Best view : Clinic_ +2016-08-19 12:27:21,133 DEBUG: Start: Iteration 986 +2016-08-19 12:27:21,380 DEBUG: View 0 : 0.57828525641 +2016-08-19 12:27:21,390 DEBUG: View 1 : 0.661645364171 +2016-08-19 12:27:21,659 DEBUG: View 3 : 0.5102454859 +2016-08-19 12:27:21,767 DEBUG: View 2 : 0.575752981605 +2016-08-19 12:27:22,037 DEBUG: View 4 : 0.560606060606 +2016-08-19 12:27:25,684 DEBUG: Best view : MiRNA__ +2016-08-19 12:27:25,931 DEBUG: Start: Iteration 987 +2016-08-19 12:27:26,235 DEBUG: View 0 : 0.501135190918 +2016-08-19 12:27:26,245 DEBUG: View 1 : 0.589318789874 +2016-08-19 12:27:26,519 DEBUG: View 3 : 0.541198922317 +2016-08-19 12:27:26,620 DEBUG: View 2 : 0.538083281021 +2016-08-19 12:27:26,898 DEBUG: View 4 : 0.611071513424 +2016-08-19 12:27:30,890 DEBUG: Best view : MRNASeq +2016-08-19 12:27:31,159 DEBUG: Start: Iteration 988 +2016-08-19 12:27:31,484 DEBUG: View 0 : 0.577225672878 +2016-08-19 12:27:31,495 DEBUG: View 1 : 0.556677018634 +2016-08-19 12:27:31,758 DEBUG: View 3 : 0.563757655293 +2016-08-19 12:27:31,895 DEBUG: View 2 : 0.617881944444 +2016-08-19 12:27:32,211 DEBUG: View 4 : 0.594478216819 +2016-08-19 12:27:35,864 DEBUG: Best view : RNASeq_ +2016-08-19 12:27:36,114 DEBUG: Start: Iteration 989 +2016-08-19 12:27:36,366 DEBUG: View 0 : 0.57789269554 +2016-08-19 12:27:36,377 DEBUG: View 1 : 0.555260469867 +2016-08-19 12:27:36,628 DEBUG: View 3 : 0.577905924921 +2016-08-19 12:27:36,733 DEBUG: View 2 : 0.571467869718 +2016-08-19 12:27:37,008 DEBUG: View 4 : 0.587431693989 +2016-08-19 12:27:40,674 DEBUG: Best view : MRNASeq +2016-08-19 12:27:40,925 DEBUG: Start: Iteration 990 +2016-08-19 12:27:41,213 DEBUG: View 0 : 0.475925925926 +2016-08-19 12:27:41,223 DEBUG: View 1 : 0.708416389812 +2016-08-19 12:27:41,537 DEBUG: View 3 : 0.534072249589 +2016-08-19 12:27:41,680 DEBUG: View 2 : 0.59 +2016-08-19 12:27:41,961 DEBUG: View 4 : 0.568486486486 +2016-08-19 12:27:45,831 DEBUG: Best view : MiRNA__ +2016-08-19 12:27:46,082 DEBUG: Start: Iteration 991 +2016-08-19 12:27:46,390 DEBUG: View 0 : 0.386442141623 +2016-08-19 12:27:46,402 DEBUG: View 1 : 0.642067307692 +2016-08-19 12:27:46,690 DEBUG: View 3 : 0.519177791905 +2016-08-19 12:27:46,794 DEBUG: View 2 : 0.471764346764 +2016-08-19 12:27:47,084 DEBUG: View 4 : 0.539401899374 +2016-08-19 12:27:50,738 DEBUG: Best view : MiRNA__ +2016-08-19 12:27:50,991 DEBUG: Start: Iteration 992 +2016-08-19 12:27:51,242 DEBUG: View 0 : 0.509027777778 +2016-08-19 12:27:51,253 DEBUG: View 1 : 0.599557522124 +2016-08-19 12:27:51,532 DEBUG: View 3 : 0.568231292517 +2016-08-19 12:27:51,665 DEBUG: View 2 : 0.479270729271 +2016-08-19 12:27:51,953 DEBUG: View 4 : 0.538622359155 +2016-08-19 12:27:55,761 DEBUG: Best view : MiRNA__ +2016-08-19 12:27:56,014 DEBUG: Start: Iteration 993 +2016-08-19 12:27:56,258 DEBUG: View 0 : 0.617881944444 +2016-08-19 12:27:56,269 DEBUG: View 1 : 0.413742690058 +2016-08-19 12:27:56,521 DEBUG: View 3 : 0.570805437208 +2016-08-19 12:27:56,625 DEBUG: View 2 : 0.589667049369 +2016-08-19 12:27:56,906 DEBUG: View 4 : 0.49717019963 +2016-08-19 12:28:01,006 DEBUG: Best view : Methyl_ +2016-08-19 12:28:01,258 DEBUG: Start: Iteration 994 +2016-08-19 12:28:01,553 DEBUG: View 0 : 0.506878306878 +2016-08-19 12:28:01,563 DEBUG: View 1 : 0.637644787645 +2016-08-19 12:28:01,819 DEBUG: View 3 : 0.568066801619 +2016-08-19 12:28:01,919 DEBUG: View 2 : 0.525459459459 +2016-08-19 12:28:02,195 DEBUG: View 4 : 0.527196223317 +2016-08-19 12:28:06,215 DEBUG: Best view : MiRNA__ +2016-08-19 12:28:06,503 DEBUG: Start: Iteration 995 +2016-08-19 12:28:06,807 DEBUG: View 0 : 0.575096017789 +2016-08-19 12:28:06,815 DEBUG: View 1 : 0.498666073811 +2016-08-19 12:28:07,070 DEBUG: View 3 : 0.49717019963 +2016-08-19 12:28:07,171 DEBUG: View 2 : 0.555639781686 +2016-08-19 12:28:07,447 DEBUG: View 4 : 0.615942028986 +2016-08-19 12:28:11,266 DEBUG: Best view : MRNASeq +2016-08-19 12:28:11,630 DEBUG: Start: Iteration 996 +2016-08-19 12:28:11,980 DEBUG: View 0 : 0.501569858713 +2016-08-19 12:28:12,003 DEBUG: View 1 : 0.730138169257 +2016-08-19 12:28:12,274 DEBUG: View 3 : 0.652889576883 +2016-08-19 12:28:12,395 DEBUG: View 2 : 0.491641182467 +2016-08-19 12:28:12,677 DEBUG: View 4 : 0.558807134894 +2016-08-19 12:28:16,777 DEBUG: Best view : Clinic_ +2016-08-19 12:28:17,031 DEBUG: Start: Iteration 997 +2016-08-19 12:28:17,282 DEBUG: View 1 : 0.425182852499 +2016-08-19 12:28:17,285 DEBUG: View 0 : 0.617881944444 +2016-08-19 12:28:17,546 DEBUG: View 3 : 0.635933319613 +2016-08-19 12:28:17,659 DEBUG: View 2 : 0.548887462559 +2016-08-19 12:28:17,976 DEBUG: View 4 : 0.537268518519 +2016-08-19 12:28:21,662 DEBUG: Best view : Clinic_ +2016-08-19 12:28:21,916 DEBUG: Start: Iteration 998 +2016-08-19 12:28:22,167 DEBUG: View 0 : 0.518859452178 +2016-08-19 12:28:22,180 DEBUG: View 1 : 0.444392132245 +2016-08-19 12:28:22,433 DEBUG: View 3 : 0.615979381443 +2016-08-19 12:28:22,537 DEBUG: View 2 : 0.510924369748 +2016-08-19 12:28:22,806 DEBUG: View 4 : 0.475186982009 +2016-08-19 12:28:26,539 DEBUG: Best view : Clinic_ +2016-08-19 12:28:26,803 DEBUG: Start: Iteration 999 +2016-08-19 12:28:27,105 DEBUG: View 0 : 0.786018237082 +2016-08-19 12:28:27,116 DEBUG: View 1 : 0.689136125654 +2016-08-19 12:28:27,372 DEBUG: View 3 : 0.558909789644 +2016-08-19 12:28:27,476 DEBUG: View 2 : 0.529789084584 +2016-08-19 12:28:27,767 DEBUG: View 4 : 0.55415282392 +2016-08-19 12:28:31,550 DEBUG: Best view : Methyl_ +2016-08-19 12:28:31,883 DEBUG: Start: Iteration 1000 +2016-08-19 12:28:32,289 DEBUG: View 0 : 0.472326846621 +2016-08-19 12:28:32,300 DEBUG: View 1 : 0.692335115865 +2016-08-19 12:28:32,599 DEBUG: View 3 : 0.560606060606 +2016-08-19 12:28:32,720 DEBUG: View 2 : 0.531120078259 +2016-08-19 12:28:33,042 DEBUG: View 4 : 0.519474449522 +2016-08-19 12:28:37,030 DEBUG: Best view : MiRNA__ +2016-08-19 12:28:37,389 INFO: Start: Classification +2016-08-19 12:31:15,634 INFO: Done: Fold number 2 +2016-08-19 12:31:15,634 INFO: Start: Fold number 3 +2016-08-19 12:31:16,419 DEBUG: Start: Iteration 1 +2016-08-19 12:31:16,763 DEBUG: View 0 : 0.188725490196 +2016-08-19 12:31:16,763 DEBUG: View 1 : 0.188725490196 +2016-08-19 12:31:17,129 DEBUG: View 3 : 0.311274509804 +2016-08-19 12:31:17,255 DEBUG: View 2 : 0.499516908213 +2016-08-19 12:31:17,605 DEBUG: View 4 : 0.53168287651 +2016-08-19 12:31:17,765 DEBUG: Best view : Clinic_ +2016-08-19 12:31:17,773 DEBUG: Start: Iteration 2 +2016-08-19 12:31:18,072 DEBUG: View 0 : 0.508005386802 +2016-08-19 12:31:18,077 DEBUG: View 1 : 0.653645833333 +2016-08-19 12:31:18,340 DEBUG: View 3 : 0.67458328794 +2016-08-19 12:31:18,441 DEBUG: View 2 : 0.5625 +2016-08-19 12:31:18,720 DEBUG: View 4 : 0.589154067225 +2016-08-19 12:31:18,836 DEBUG: Best view : Clinic_ +2016-08-19 12:31:18,846 DEBUG: Start: Iteration 3 +2016-08-19 12:31:19,176 DEBUG: View 0 : 0.517263025738 +2016-08-19 12:31:19,178 DEBUG: View 1 : 0.666239653134 +2016-08-19 12:31:19,442 DEBUG: View 3 : 0.631653225806 +2016-08-19 12:31:19,546 DEBUG: View 2 : 0.585550935551 +2016-08-19 12:31:19,829 DEBUG: View 4 : 0.520175438596 +2016-08-19 12:31:20,029 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:20,039 DEBUG: Start: Iteration 4 +2016-08-19 12:31:20,283 DEBUG: View 0 : 0.54311590712 +2016-08-19 12:31:20,294 DEBUG: View 1 : 0.663470966336 +2016-08-19 12:31:20,557 DEBUG: View 3 : 0.559677419355 +2016-08-19 12:31:20,662 DEBUG: View 2 : 0.574948024948 +2016-08-19 12:31:20,948 DEBUG: View 4 : 0.590579710145 +2016-08-19 12:31:21,127 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:21,138 DEBUG: Start: Iteration 5 +2016-08-19 12:31:21,389 DEBUG: View 0 : 0.508928571429 +2016-08-19 12:31:21,400 DEBUG: View 1 : 0.592264477096 +2016-08-19 12:31:21,669 DEBUG: View 3 : 0.55753968254 +2016-08-19 12:31:21,779 DEBUG: View 2 : 0.551487882197 +2016-08-19 12:31:22,054 DEBUG: View 4 : 0.528038379531 +2016-08-19 12:31:22,220 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:22,231 DEBUG: Start: Iteration 6 +2016-08-19 12:31:22,549 DEBUG: View 0 : 0.532414596273 +2016-08-19 12:31:22,563 DEBUG: View 1 : 0.529532163743 +2016-08-19 12:31:22,825 DEBUG: View 3 : 0.48721340388 +2016-08-19 12:31:22,927 DEBUG: View 2 : 0.553271240345 +2016-08-19 12:31:23,207 DEBUG: View 4 : 0.4975 +2016-08-19 12:31:23,422 DEBUG: Best view : RNASeq_ +2016-08-19 12:31:23,433 DEBUG: Start: Iteration 7 +2016-08-19 12:31:23,750 DEBUG: View 0 : 0.553883732291 +2016-08-19 12:31:23,762 DEBUG: View 1 : 0.575901974132 +2016-08-19 12:31:24,024 DEBUG: View 3 : 0.585616438356 +2016-08-19 12:31:24,128 DEBUG: View 2 : 0.566550925926 +2016-08-19 12:31:24,408 DEBUG: View 4 : 0.535573512022 +2016-08-19 12:31:24,626 DEBUG: Best view : Clinic_ +2016-08-19 12:31:24,638 DEBUG: Start: Iteration 8 +2016-08-19 12:31:24,875 DEBUG: View 0 : 0.607636967349 +2016-08-19 12:31:24,886 DEBUG: View 1 : 0.715037974684 +2016-08-19 12:31:25,154 DEBUG: View 3 : 0.642592396484 +2016-08-19 12:31:25,266 DEBUG: View 2 : 0.513633298006 +2016-08-19 12:31:25,590 DEBUG: View 4 : 0.547805642633 +2016-08-19 12:31:25,732 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:25,747 DEBUG: Start: Iteration 9 +2016-08-19 12:31:25,997 DEBUG: View 0 : 0.568523430592 +2016-08-19 12:31:26,009 DEBUG: View 1 : 0.562770979863 +2016-08-19 12:31:26,279 DEBUG: View 3 : 0.548387096774 +2016-08-19 12:31:26,382 DEBUG: View 2 : 0.567789968652 +2016-08-19 12:31:26,666 DEBUG: View 4 : 0.498599710285 +2016-08-19 12:31:26,847 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:26,859 DEBUG: Start: Iteration 10 +2016-08-19 12:31:27,096 DEBUG: View 0 : 0.45580270793 +2016-08-19 12:31:27,108 DEBUG: View 1 : 0.54296131896 +2016-08-19 12:31:27,369 DEBUG: View 3 : 0.574891774892 +2016-08-19 12:31:27,473 DEBUG: View 2 : 0.513633298006 +2016-08-19 12:31:27,751 DEBUG: View 4 : 0.543452380952 +2016-08-19 12:31:27,949 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:27,962 DEBUG: Start: Iteration 11 +2016-08-19 12:31:28,262 DEBUG: View 0 : 0.607636967349 +2016-08-19 12:31:28,274 DEBUG: View 1 : 0.642481203008 +2016-08-19 12:31:28,535 DEBUG: View 3 : 0.547805642633 +2016-08-19 12:31:28,638 DEBUG: View 2 : 0.466840946615 +2016-08-19 12:31:28,912 DEBUG: View 4 : 0.534659090909 +2016-08-19 12:31:29,059 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:29,072 DEBUG: Start: Iteration 12 +2016-08-19 12:31:29,329 DEBUG: View 0 : 0.468076923077 +2016-08-19 12:31:29,340 DEBUG: View 1 : 0.675595238095 +2016-08-19 12:31:29,601 DEBUG: View 3 : 0.688596491228 +2016-08-19 12:31:29,703 DEBUG: View 2 : 0.552212732919 +2016-08-19 12:31:30,009 DEBUG: View 4 : 0.536730769231 +2016-08-19 12:31:30,181 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:30,194 DEBUG: Start: Iteration 13 +2016-08-19 12:31:30,429 DEBUG: View 0 : 0.41139657444 +2016-08-19 12:31:30,440 DEBUG: View 1 : 0.642481203008 +2016-08-19 12:31:30,701 DEBUG: View 3 : 0.659005311444 +2016-08-19 12:31:30,803 DEBUG: View 2 : 0.54375 +2016-08-19 12:31:31,082 DEBUG: View 4 : 0.529532163743 +2016-08-19 12:31:31,309 DEBUG: Best view : Clinic_ +2016-08-19 12:31:31,322 DEBUG: Start: Iteration 14 +2016-08-19 12:31:31,647 DEBUG: View 0 : 0.76502198339 +2016-08-19 12:31:31,658 DEBUG: View 1 : 0.544905356424 +2016-08-19 12:31:31,975 DEBUG: View 3 : 0.628841607565 +2016-08-19 12:31:32,082 DEBUG: View 2 : 0.588028169014 +2016-08-19 12:31:32,368 DEBUG: View 4 : 0.51610960554 +2016-08-19 12:31:32,538 DEBUG: Best view : Methyl_ +2016-08-19 12:31:32,552 DEBUG: Start: Iteration 15 +2016-08-19 12:31:32,804 DEBUG: View 0 : 0.402338214454 +2016-08-19 12:31:32,815 DEBUG: View 1 : 0.702398255814 +2016-08-19 12:31:33,076 DEBUG: View 3 : 0.504166666667 +2016-08-19 12:31:33,179 DEBUG: View 2 : 0.536764705882 +2016-08-19 12:31:33,458 DEBUG: View 4 : 0.545317675399 +2016-08-19 12:31:33,667 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:33,681 DEBUG: Start: Iteration 16 +2016-08-19 12:31:33,994 DEBUG: View 1 : 0.448810182623 +2016-08-19 12:31:33,995 DEBUG: View 0 : 0.489378566899 +2016-08-19 12:31:34,266 DEBUG: View 3 : 0.636079545455 +2016-08-19 12:31:34,373 DEBUG: View 2 : 0.553742203742 +2016-08-19 12:31:34,658 DEBUG: View 4 : 0.545555555556 +2016-08-19 12:31:34,908 DEBUG: Best view : Clinic_ +2016-08-19 12:31:34,923 DEBUG: Start: Iteration 17 +2016-08-19 12:31:35,166 DEBUG: View 0 : 0.550415052573 +2016-08-19 12:31:35,177 DEBUG: View 1 : 0.627064035441 +2016-08-19 12:31:35,442 DEBUG: View 3 : 0.545783926219 +2016-08-19 12:31:35,549 DEBUG: View 2 : 0.558088465963 +2016-08-19 12:31:35,831 DEBUG: View 4 : 0.565079365079 +2016-08-19 12:31:36,046 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:36,060 DEBUG: Start: Iteration 18 +2016-08-19 12:31:36,320 DEBUG: View 0 : 0.547794117647 +2016-08-19 12:31:36,330 DEBUG: View 1 : 0.521903599756 +2016-08-19 12:31:36,591 DEBUG: View 3 : 0.643417337656 +2016-08-19 12:31:36,694 DEBUG: View 2 : 0.541283486605 +2016-08-19 12:31:36,983 DEBUG: View 4 : 0.583928571429 +2016-08-19 12:31:37,190 DEBUG: Best view : Clinic_ +2016-08-19 12:31:37,204 DEBUG: Start: Iteration 19 +2016-08-19 12:31:37,523 DEBUG: View 0 : 0.491994613198 +2016-08-19 12:31:37,538 DEBUG: View 1 : 0.461701861802 +2016-08-19 12:31:37,827 DEBUG: View 3 : 0.523214285714 +2016-08-19 12:31:37,933 DEBUG: View 2 : 0.577782131661 +2016-08-19 12:31:38,254 DEBUG: View 4 : 0.501873417722 +2016-08-19 12:31:38,454 DEBUG: Best view : RNASeq_ +2016-08-19 12:31:38,469 DEBUG: Start: Iteration 20 +2016-08-19 12:31:38,779 DEBUG: View 0 : 0.621356421356 +2016-08-19 12:31:38,794 DEBUG: View 1 : 0.410084033613 +2016-08-19 12:31:39,066 DEBUG: View 3 : 0.526090139078 +2016-08-19 12:31:39,173 DEBUG: View 2 : 0.506820671114 +2016-08-19 12:31:39,463 DEBUG: View 4 : 0.559010396611 +2016-08-19 12:31:39,739 DEBUG: Best view : Methyl_ +2016-08-19 12:31:39,755 DEBUG: Start: Iteration 21 +2016-08-19 12:31:40,062 DEBUG: View 0 : 0.751228693925 +2016-08-19 12:31:40,072 DEBUG: View 1 : 0.835475949733 +2016-08-19 12:31:40,351 DEBUG: View 3 : 0.631405279503 +2016-08-19 12:31:40,459 DEBUG: View 2 : 0.581909937888 +2016-08-19 12:31:40,839 DEBUG: View 4 : 0.537289654486 +2016-08-19 12:31:41,125 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:41,144 DEBUG: Start: Iteration 22 +2016-08-19 12:31:41,459 DEBUG: View 0 : 0.640336134454 +2016-08-19 12:31:41,470 DEBUG: View 1 : 0.697916666667 +2016-08-19 12:31:41,738 DEBUG: View 3 : 0.585550935551 +2016-08-19 12:31:41,884 DEBUG: View 2 : 0.499335310359 +2016-08-19 12:31:42,159 DEBUG: View 4 : 0.646761133603 +2016-08-19 12:31:42,402 DEBUG: Best view : MRNASeq +2016-08-19 12:31:42,418 DEBUG: Start: Iteration 23 +2016-08-19 12:31:42,754 DEBUG: View 0 : 0.466666666667 +2016-08-19 12:31:42,764 DEBUG: View 1 : 0.712993421053 +2016-08-19 12:31:43,045 DEBUG: View 3 : 0.533333333333 +2016-08-19 12:31:43,163 DEBUG: View 2 : 0.523986321446 +2016-08-19 12:31:43,457 DEBUG: View 4 : 0.530617408907 +2016-08-19 12:31:43,731 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:43,759 DEBUG: Start: Iteration 24 +2016-08-19 12:31:44,090 DEBUG: View 0 : 0.543189873418 +2016-08-19 12:31:44,101 DEBUG: View 1 : 0.593055555556 +2016-08-19 12:31:44,366 DEBUG: View 3 : 0.607641090679 +2016-08-19 12:31:44,477 DEBUG: View 2 : 0.475446428571 +2016-08-19 12:31:44,780 DEBUG: View 4 : 0.523290868424 +2016-08-19 12:31:45,027 DEBUG: Best view : Clinic_ +2016-08-19 12:31:45,044 DEBUG: Start: Iteration 25 +2016-08-19 12:31:45,286 DEBUG: View 0 : 0.542483660131 +2016-08-19 12:31:45,297 DEBUG: View 1 : 0.511557788945 +2016-08-19 12:31:45,558 DEBUG: View 3 : 0.593746946751 +2016-08-19 12:31:45,662 DEBUG: View 2 : 0.514465408805 +2016-08-19 12:31:45,961 DEBUG: View 4 : 0.47 +2016-08-19 12:31:46,242 DEBUG: Best view : Clinic_ +2016-08-19 12:31:46,258 DEBUG: Start: Iteration 26 +2016-08-19 12:31:46,520 DEBUG: View 0 : 0.544905356424 +2016-08-19 12:31:46,531 DEBUG: View 1 : 0.555539505995 +2016-08-19 12:31:46,791 DEBUG: View 3 : 0.498798423532 +2016-08-19 12:31:46,893 DEBUG: View 2 : 0.574891774892 +2016-08-19 12:31:47,178 DEBUG: View 4 : 0.549457364341 +2016-08-19 12:31:47,433 DEBUG: Best view : Methyl_ +2016-08-19 12:31:47,458 DEBUG: Start: Iteration 27 +2016-08-19 12:31:47,734 DEBUG: View 0 : 0.458803747298 +2016-08-19 12:31:47,744 DEBUG: View 1 : 0.440756558877 +2016-08-19 12:31:48,011 DEBUG: View 3 : 0.555715460526 +2016-08-19 12:31:48,117 DEBUG: View 2 : 0.547313797314 +2016-08-19 12:31:48,408 DEBUG: View 4 : 0.504901960784 +2016-08-19 12:31:48,649 DEBUG: Best view : Clinic_ +2016-08-19 12:31:48,666 DEBUG: Start: Iteration 28 +2016-08-19 12:31:49,012 DEBUG: View 0 : 0.576408846682 +2016-08-19 12:31:49,024 DEBUG: View 1 : 0.524039829303 +2016-08-19 12:31:49,296 DEBUG: View 3 : 0.485042735043 +2016-08-19 12:31:49,403 DEBUG: View 2 : 0.601731601732 +2016-08-19 12:31:49,690 DEBUG: View 4 : 0.56369047619 +2016-08-19 12:31:49,953 DEBUG: Best view : Methyl_ +2016-08-19 12:31:49,971 DEBUG: Start: Iteration 29 +2016-08-19 12:31:50,275 DEBUG: View 0 : 0.552298850575 +2016-08-19 12:31:50,286 DEBUG: View 1 : 0.729839098179 +2016-08-19 12:31:50,546 DEBUG: View 3 : 0.616119113125 +2016-08-19 12:31:50,650 DEBUG: View 2 : 0.466666666667 +2016-08-19 12:31:50,932 DEBUG: View 4 : 0.600789993417 +2016-08-19 12:31:51,149 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:51,168 DEBUG: Start: Iteration 30 +2016-08-19 12:31:51,494 DEBUG: View 0 : 0.544117647059 +2016-08-19 12:31:51,507 DEBUG: View 1 : 0.584126984127 +2016-08-19 12:31:51,781 DEBUG: View 3 : 0.495368545526 +2016-08-19 12:31:51,894 DEBUG: View 2 : 0.565222696766 +2016-08-19 12:31:52,176 DEBUG: View 4 : 0.56974789916 +2016-08-19 12:31:52,487 DEBUG: Best view : RNASeq_ +2016-08-19 12:31:52,505 DEBUG: Start: Iteration 31 +2016-08-19 12:31:52,817 DEBUG: View 0 : 0.447182738521 +2016-08-19 12:31:52,829 DEBUG: View 1 : 0.66814337495 +2016-08-19 12:31:53,101 DEBUG: View 3 : 0.508630731759 +2016-08-19 12:31:53,204 DEBUG: View 2 : 0.608046558704 +2016-08-19 12:31:53,484 DEBUG: View 4 : 0.520982142857 +2016-08-19 12:31:53,795 DEBUG: Best view : RNASeq_ +2016-08-19 12:31:53,813 DEBUG: Start: Iteration 32 +2016-08-19 12:31:54,055 DEBUG: View 0 : 0.550802139037 +2016-08-19 12:31:54,066 DEBUG: View 1 : 0.647058823529 +2016-08-19 12:31:54,351 DEBUG: View 3 : 0.693346774194 +2016-08-19 12:31:54,520 DEBUG: View 2 : 0.523386034256 +2016-08-19 12:31:54,794 DEBUG: View 4 : 0.565222696766 +2016-08-19 12:31:55,097 DEBUG: Best view : Clinic_ +2016-08-19 12:31:55,116 DEBUG: Start: Iteration 33 +2016-08-19 12:31:55,356 DEBUG: View 0 : 0.56546366726 +2016-08-19 12:31:55,368 DEBUG: View 1 : 0.647058823529 +2016-08-19 12:31:55,630 DEBUG: View 3 : 0.518300338001 +2016-08-19 12:31:55,738 DEBUG: View 2 : 0.552212732919 +2016-08-19 12:31:56,018 DEBUG: View 4 : 0.571153846154 +2016-08-19 12:31:56,295 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:56,313 DEBUG: Start: Iteration 34 +2016-08-19 12:31:56,609 DEBUG: View 0 : 0.498048399688 +2016-08-19 12:31:56,620 DEBUG: View 1 : 0.610532407407 +2016-08-19 12:31:56,881 DEBUG: View 3 : 0.571765399352 +2016-08-19 12:31:56,983 DEBUG: View 2 : 0.528830645161 +2016-08-19 12:31:57,275 DEBUG: View 4 : 0.576685855263 +2016-08-19 12:31:57,655 DEBUG: Best view : MiRNA__ +2016-08-19 12:31:57,675 DEBUG: Start: Iteration 35 +2016-08-19 12:31:57,998 DEBUG: View 0 : 0.630134001525 +2016-08-19 12:31:58,009 DEBUG: View 1 : 0.395101065419 +2016-08-19 12:31:58,271 DEBUG: View 3 : 0.494088910601 +2016-08-19 12:31:58,374 DEBUG: View 2 : 0.566980832363 +2016-08-19 12:31:58,654 DEBUG: View 4 : 0.568754574924 +2016-08-19 12:31:58,966 DEBUG: Best view : Methyl_ +2016-08-19 12:31:58,985 DEBUG: Start: Iteration 36 +2016-08-19 12:31:59,238 DEBUG: View 0 : 0.455882352941 +2016-08-19 12:31:59,250 DEBUG: View 1 : 0.363165332077 +2016-08-19 12:31:59,520 DEBUG: View 3 : 0.546875 +2016-08-19 12:31:59,635 DEBUG: View 2 : 0.554675324675 +2016-08-19 12:31:59,925 DEBUG: View 4 : 0.520631209819 +2016-08-19 12:32:00,227 DEBUG: Best view : RNASeq_ +2016-08-19 12:32:00,247 DEBUG: Start: Iteration 37 +2016-08-19 12:32:00,575 DEBUG: View 0 : 0.37450160459 +2016-08-19 12:32:00,579 DEBUG: View 1 : 0.565789473684 +2016-08-19 12:32:00,856 DEBUG: View 3 : 0.715192965315 +2016-08-19 12:32:01,007 DEBUG: View 2 : 0.539495798319 +2016-08-19 12:32:01,295 DEBUG: View 4 : 0.604952424625 +2016-08-19 12:32:01,551 DEBUG: Best view : Clinic_ +2016-08-19 12:32:01,571 DEBUG: Start: Iteration 38 +2016-08-19 12:32:01,901 DEBUG: View 0 : 0.41332554062 +2016-08-19 12:32:01,911 DEBUG: View 1 : 0.560101265823 +2016-08-19 12:32:02,227 DEBUG: View 3 : 0.587171052632 +2016-08-19 12:32:02,333 DEBUG: View 2 : 0.571180555556 +2016-08-19 12:32:02,651 DEBUG: View 4 : 0.621370967742 +2016-08-19 12:32:02,984 DEBUG: Best view : MRNASeq +2016-08-19 12:32:03,005 DEBUG: Start: Iteration 39 +2016-08-19 12:32:03,282 DEBUG: View 0 : 0.44078817734 +2016-08-19 12:32:03,291 DEBUG: View 1 : 0.432795698925 +2016-08-19 12:32:03,581 DEBUG: View 3 : 0.678410117435 +2016-08-19 12:32:03,727 DEBUG: View 2 : 0.58575647433 +2016-08-19 12:32:04,073 DEBUG: View 4 : 0.519570707071 +2016-08-19 12:32:04,340 DEBUG: Best view : Clinic_ +2016-08-19 12:32:04,361 DEBUG: Start: Iteration 40 +2016-08-19 12:32:04,659 DEBUG: View 0 : 0.563719512195 +2016-08-19 12:32:04,671 DEBUG: View 1 : 0.623979912116 +2016-08-19 12:32:04,938 DEBUG: View 3 : 0.508708357686 +2016-08-19 12:32:05,041 DEBUG: View 2 : 0.496744186047 +2016-08-19 12:32:05,321 DEBUG: View 4 : 0.536980749747 +2016-08-19 12:32:05,687 DEBUG: Best view : MiRNA__ +2016-08-19 12:32:05,710 DEBUG: Start: Iteration 41 +2016-08-19 12:32:06,017 DEBUG: View 0 : 0.64898989899 +2016-08-19 12:32:06,028 DEBUG: View 1 : 0.599533799534 +2016-08-19 12:32:06,331 DEBUG: View 3 : 0.528166118421 +2016-08-19 12:32:06,478 DEBUG: View 2 : 0.525335775336 +2016-08-19 12:32:06,757 DEBUG: View 4 : 0.596797036714 +2016-08-19 12:32:07,030 DEBUG: Best view : MRNASeq +2016-08-19 12:32:07,050 DEBUG: Start: Iteration 42 +2016-08-19 12:32:07,358 DEBUG: View 0 : 0.587360105332 +2016-08-19 12:32:07,370 DEBUG: View 1 : 0.642481203008 +2016-08-19 12:32:07,646 DEBUG: View 3 : 0.690756302521 +2016-08-19 12:32:07,755 DEBUG: View 2 : 0.565982689876 +2016-08-19 12:32:08,059 DEBUG: View 4 : 0.625 +2016-08-19 12:32:08,422 DEBUG: Best view : Clinic_ +2016-08-19 12:32:08,447 DEBUG: Start: Iteration 43 +2016-08-19 12:32:08,755 DEBUG: View 0 : 0.545331920224 +2016-08-19 12:32:08,767 DEBUG: View 1 : 0.591379310345 +2016-08-19 12:32:09,034 DEBUG: View 3 : 0.502155172414 +2016-08-19 12:32:09,138 DEBUG: View 2 : 0.56 +2016-08-19 12:32:09,414 DEBUG: View 4 : 0.537289654486 +2016-08-19 12:32:09,672 DEBUG: Best view : MiRNA__ +2016-08-19 12:32:09,694 DEBUG: Start: Iteration 44 +2016-08-19 12:32:09,929 DEBUG: View 0 : 0.554267310789 +2016-08-19 12:32:09,941 DEBUG: View 1 : 0.578947368421 +2016-08-19 12:32:10,201 DEBUG: View 3 : 0.561704482568 +2016-08-19 12:32:10,304 DEBUG: View 2 : 0.50049980008 +2016-08-19 12:32:10,583 DEBUG: View 4 : 0.54375 +2016-08-19 12:32:10,908 DEBUG: Best view : MiRNA__ +2016-08-19 12:32:10,929 DEBUG: Start: Iteration 45 +2016-08-19 12:32:11,228 DEBUG: View 0 : 0.544905356424 +2016-08-19 12:32:11,240 DEBUG: View 1 : 0.494451490171 +2016-08-19 12:32:11,501 DEBUG: View 3 : 0.518548387097 +2016-08-19 12:32:11,605 DEBUG: View 2 : 0.565079365079 +2016-08-19 12:32:11,882 DEBUG: View 4 : 0.528440907751 +2016-08-19 12:32:12,150 DEBUG: Best view : Methyl_ +2016-08-19 12:32:12,172 DEBUG: Start: Iteration 46 +2016-08-19 12:32:12,477 DEBUG: View 0 : 0.549480396788 +2016-08-19 12:32:12,488 DEBUG: View 1 : 0.654509545754 +2016-08-19 12:32:12,750 DEBUG: View 3 : 0.517712550607 +2016-08-19 12:32:12,855 DEBUG: View 2 : 0.541035353535 +2016-08-19 12:32:13,139 DEBUG: View 4 : 0.5057997558 +2016-08-19 12:32:13,543 DEBUG: Best view : MiRNA__ +2016-08-19 12:32:13,566 DEBUG: Start: Iteration 47 +2016-08-19 12:32:13,873 DEBUG: View 0 : 0.616119113125 +2016-08-19 12:32:13,882 DEBUG: View 1 : 0.46511627907 +2016-08-19 12:32:14,143 DEBUG: View 3 : 0.753742203742 +2016-08-19 12:32:14,251 DEBUG: View 2 : 0.594469602081 +2016-08-19 12:32:14,532 DEBUG: View 4 : 0.542427497315 +2016-08-19 12:32:14,900 DEBUG: Best view : Clinic_ +2016-08-19 12:32:14,922 DEBUG: Start: Iteration 48 +2016-08-19 12:32:15,227 DEBUG: View 0 : 0.500209643606 +2016-08-19 12:32:15,238 DEBUG: View 1 : 0.498611111111 +2016-08-19 12:32:15,499 DEBUG: View 3 : 0.534719535783 +2016-08-19 12:32:15,611 DEBUG: View 2 : 0.600789993417 +2016-08-19 12:32:15,925 DEBUG: View 4 : 0.469387755102 +2016-08-19 12:32:16,273 DEBUG: Best view : RNASeq_ +2016-08-19 12:32:16,296 DEBUG: Start: Iteration 49 +2016-08-19 12:32:16,612 DEBUG: View 0 : 0.549136513158 +2016-08-19 12:32:16,625 DEBUG: View 1 : 0.679398148148 +2016-08-19 12:32:16,893 DEBUG: View 3 : 0.696305884696 +2016-08-19 12:32:17,015 DEBUG: View 2 : 0.567832167832 +2016-08-19 12:32:17,307 DEBUG: View 4 : 0.499335310359 +2016-08-19 12:32:17,642 DEBUG: Best view : MiRNA__ +2016-08-19 12:32:17,664 DEBUG: Start: Iteration 50 +2016-08-19 12:32:17,936 DEBUG: View 0 : 0.569055813258 +2016-08-19 12:32:17,947 DEBUG: View 1 : 0.414874551971 +2016-08-19 12:32:18,222 DEBUG: View 3 : 0.575901974132 +2016-08-19 12:32:18,330 DEBUG: View 2 : 0.570183086312 +2016-08-19 12:32:18,612 DEBUG: View 4 : 0.523648312257 +2016-08-19 12:32:18,928 DEBUG: Best view : Clinic_ +2016-08-19 12:32:18,952 DEBUG: Start: Iteration 51 +2016-08-19 12:32:19,254 DEBUG: View 0 : 0.812807881773 +2016-08-19 12:32:19,267 DEBUG: View 1 : 0.567934782609 +2016-08-19 12:32:19,537 DEBUG: View 3 : 0.62945436987 +2016-08-19 12:32:19,639 DEBUG: View 2 : 0.592613636364 +2016-08-19 12:32:19,922 DEBUG: View 4 : 0.492742780189 +2016-08-19 12:32:20,286 DEBUG: Best view : Clinic_ +2016-08-19 12:32:20,310 DEBUG: Start: Iteration 52 +2016-08-19 12:32:20,544 DEBUG: View 0 : 0.553271240345 +2016-08-19 12:32:20,556 DEBUG: View 1 : 0.40980062455 +2016-08-19 12:32:20,826 DEBUG: View 3 : 0.678370611021 +2016-08-19 12:32:20,934 DEBUG: View 2 : 0.51334435522 +2016-08-19 12:32:21,222 DEBUG: View 4 : 0.571871251499 +2016-08-19 12:32:21,542 DEBUG: Best view : Clinic_ +2016-08-19 12:32:21,566 DEBUG: Start: Iteration 53 +2016-08-19 12:32:21,881 DEBUG: View 0 : 0.545783926219 +2016-08-19 12:32:21,890 DEBUG: View 1 : 0.620105820106 +2016-08-19 12:32:22,163 DEBUG: View 3 : 0.492742780189 +2016-08-19 12:32:22,269 DEBUG: View 2 : 0.502314814815 +2016-08-19 12:32:22,600 DEBUG: View 4 : 0.566517857143 +2016-08-19 12:32:22,947 DEBUG: Best view : MRNASeq +2016-08-19 12:32:22,972 DEBUG: Start: Iteration 54 +2016-08-19 12:32:23,300 DEBUG: View 0 : 0.456944444444 +2016-08-19 12:32:23,310 DEBUG: View 1 : 0.723011363636 +2016-08-19 12:32:23,587 DEBUG: View 3 : 0.578544061303 +2016-08-19 12:32:23,722 DEBUG: View 2 : 0.50129900803 +2016-08-19 12:32:23,994 DEBUG: View 4 : 0.503335656676 +2016-08-19 12:32:24,322 DEBUG: Best view : MiRNA__ +2016-08-19 12:32:24,346 DEBUG: Start: Iteration 55 +2016-08-19 12:32:24,794 DEBUG: View 1 : 0.59314804623 +2016-08-19 12:32:24,814 DEBUG: View 0 : 0.751228693925 +2016-08-19 12:32:24,915 DEBUG: View 3 : 0.580128205128 +2016-08-19 12:32:25,016 DEBUG: View 2 : 0.536756248039 +2016-08-19 12:32:25,328 DEBUG: View 4 : 0.535947712418 +2016-08-19 12:32:25,715 DEBUG: Best view : Methyl_ +2016-08-19 12:32:25,740 DEBUG: Start: Iteration 56 +2016-08-19 12:32:26,009 DEBUG: View 0 : 0.402208660273 +2016-08-19 12:32:26,020 DEBUG: View 1 : 0.530617408907 +2016-08-19 12:32:26,303 DEBUG: View 3 : 0.50541978715 +2016-08-19 12:32:26,406 DEBUG: View 2 : 0.474157303371 +2016-08-19 12:32:26,704 DEBUG: View 4 : 0.53622483711 +2016-08-19 12:32:27,067 DEBUG: Best view : MiRNA__ +2016-08-19 12:32:27,110 DEBUG: Start: Iteration 57 +2016-08-19 12:32:27,456 DEBUG: View 0 : 0.577669310555 +2016-08-19 12:32:27,467 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:32:27,727 DEBUG: View 3 : 0.545230263158 +2016-08-19 12:32:27,834 DEBUG: View 2 : 0.587360105332 +2016-08-19 12:32:28,126 DEBUG: View 4 : 0.471833881579 +2016-08-19 12:32:28,560 DEBUG: Best view : RNASeq_ +2016-08-19 12:32:28,585 DEBUG: Start: Iteration 58 +2016-08-19 12:32:28,861 DEBUG: View 0 : 0.450808625337 +2016-08-19 12:32:28,870 DEBUG: View 1 : 0.582092476489 +2016-08-19 12:32:29,144 DEBUG: View 3 : 0.529360800924 +2016-08-19 12:32:29,292 DEBUG: View 2 : 0.551479408237 +2016-08-19 12:32:29,571 DEBUG: View 4 : 0.598227621229 +2016-08-19 12:32:29,969 DEBUG: Best view : MRNASeq +2016-08-19 12:32:29,994 DEBUG: Start: Iteration 59 +2016-08-19 12:32:30,242 DEBUG: View 0 : 0.583964646465 +2016-08-19 12:32:30,253 DEBUG: View 1 : 0.565789473684 +2016-08-19 12:32:30,524 DEBUG: View 3 : 0.491902834008 +2016-08-19 12:32:30,638 DEBUG: View 2 : 0.493978225263 +2016-08-19 12:32:30,927 DEBUG: View 4 : 0.582409381663 +2016-08-19 12:32:31,289 DEBUG: Best view : MRNASeq +2016-08-19 12:32:31,314 DEBUG: Start: Iteration 60 +2016-08-19 12:32:31,620 DEBUG: View 0 : 0.433846153846 +2016-08-19 12:32:31,631 DEBUG: View 1 : 0.591176470588 +2016-08-19 12:32:31,893 DEBUG: View 3 : 0.557692307692 +2016-08-19 12:32:31,996 DEBUG: View 2 : 0.531087564974 +2016-08-19 12:32:32,276 DEBUG: View 4 : 0.501017146178 +2016-08-19 12:32:32,610 DEBUG: Best view : MiRNA__ +2016-08-19 12:32:32,636 DEBUG: Start: Iteration 61 +2016-08-19 12:32:32,940 DEBUG: View 0 : 0.598214285714 +2016-08-19 12:32:32,952 DEBUG: View 1 : 0.526145203111 +2016-08-19 12:32:33,212 DEBUG: View 3 : 0.699473991818 +2016-08-19 12:32:33,316 DEBUG: View 2 : 0.553571428571 +2016-08-19 12:32:33,590 DEBUG: View 4 : 0.529411764706 +2016-08-19 12:32:33,925 DEBUG: Best view : Clinic_ +2016-08-19 12:32:33,950 DEBUG: Start: Iteration 62 +2016-08-19 12:32:34,251 DEBUG: View 0 : 0.446116267709 +2016-08-19 12:32:34,262 DEBUG: View 1 : 0.69 +2016-08-19 12:32:34,530 DEBUG: View 3 : 0.502170920258 +2016-08-19 12:32:34,631 DEBUG: View 2 : 0.640277777778 +2016-08-19 12:32:34,920 DEBUG: View 4 : 0.4640625 +2016-08-19 12:32:35,342 DEBUG: Best view : RNASeq_ +2016-08-19 12:32:35,368 DEBUG: Start: Iteration 63 +2016-08-19 12:32:35,669 DEBUG: View 0 : 0.499790356394 +2016-08-19 12:32:35,681 DEBUG: View 1 : 0.34121363983 +2016-08-19 12:32:35,941 DEBUG: View 3 : 0.71654040404 +2016-08-19 12:32:36,042 DEBUG: View 2 : 0.538914728682 +2016-08-19 12:32:36,326 DEBUG: View 4 : 0.520631209819 +2016-08-19 12:32:36,674 DEBUG: Best view : Clinic_ +2016-08-19 12:32:36,700 DEBUG: Start: Iteration 64 +2016-08-19 12:32:37,006 DEBUG: View 0 : 0.512849162011 +2016-08-19 12:32:37,017 DEBUG: View 1 : 0.681979215872 +2016-08-19 12:32:37,276 DEBUG: View 3 : 0.537435049598 +2016-08-19 12:32:37,379 DEBUG: View 2 : 0.528038379531 +2016-08-19 12:32:37,657 DEBUG: View 4 : 0.494088910601 +2016-08-19 12:32:38,008 DEBUG: Best view : MiRNA__ +2016-08-19 12:32:38,034 DEBUG: Start: Iteration 65 +2016-08-19 12:32:38,267 DEBUG: View 0 : 0.453907203907 +2016-08-19 12:32:38,279 DEBUG: View 1 : 0.561346153846 +2016-08-19 12:32:38,542 DEBUG: View 3 : 0.543317230274 +2016-08-19 12:32:38,644 DEBUG: View 2 : 0.588071293438 +2016-08-19 12:32:38,926 DEBUG: View 4 : 0.54375 +2016-08-19 12:32:39,331 DEBUG: Best view : RNASeq_ +2016-08-19 12:32:39,357 DEBUG: Start: Iteration 66 +2016-08-19 12:32:39,600 DEBUG: View 0 : 0.544584139265 +2016-08-19 12:32:39,612 DEBUG: View 1 : 0.604838709677 +2016-08-19 12:32:39,874 DEBUG: View 3 : 0.524509803922 +2016-08-19 12:32:39,977 DEBUG: View 2 : 0.530616168413 +2016-08-19 12:32:40,262 DEBUG: View 4 : 0.585744234801 +2016-08-19 12:32:40,718 DEBUG: Best view : MRNASeq +2016-08-19 12:32:40,746 DEBUG: Start: Iteration 67 +2016-08-19 12:32:41,016 DEBUG: View 0 : 0.52118226601 +2016-08-19 12:32:41,028 DEBUG: View 1 : 0.448810182623 +2016-08-19 12:32:41,320 DEBUG: View 3 : 0.545317675399 +2016-08-19 12:32:41,444 DEBUG: View 2 : 0.516386268599 +2016-08-19 12:32:41,745 DEBUG: View 4 : 0.484123106986 +2016-08-19 12:32:42,178 DEBUG: Best view : Clinic_ +2016-08-19 12:32:42,206 DEBUG: Start: Iteration 68 +2016-08-19 12:32:42,547 DEBUG: View 0 : 0.549772151899 +2016-08-19 12:32:42,556 DEBUG: View 1 : 0.638852932391 +2016-08-19 12:32:42,838 DEBUG: View 3 : 0.539262820513 +2016-08-19 12:32:42,972 DEBUG: View 2 : 0.578125 +2016-08-19 12:32:43,254 DEBUG: View 4 : 0.556712962963 +2016-08-19 12:32:43,632 DEBUG: Best view : MiRNA__ +2016-08-19 12:32:43,660 DEBUG: Start: Iteration 69 +2016-08-19 12:32:43,918 DEBUG: View 0 : 0.459558823529 +2016-08-19 12:32:43,932 DEBUG: View 1 : 0.720830691186 +2016-08-19 12:32:44,193 DEBUG: View 3 : 0.533044733045 +2016-08-19 12:32:44,297 DEBUG: View 2 : 0.599033816425 +2016-08-19 12:32:44,574 DEBUG: View 4 : 0.554267310789 +2016-08-19 12:32:44,995 DEBUG: Best view : MiRNA__ +2016-08-19 12:32:45,024 DEBUG: Start: Iteration 70 +2016-08-19 12:32:45,291 DEBUG: View 0 : 0.557692307692 +2016-08-19 12:32:45,303 DEBUG: View 1 : 0.812807881773 +2016-08-19 12:32:45,573 DEBUG: View 3 : 0.537206823028 +2016-08-19 12:32:45,678 DEBUG: View 2 : 0.569055813258 +2016-08-19 12:32:45,988 DEBUG: View 4 : 0.529411764706 +2016-08-19 12:32:46,373 DEBUG: Best view : RNASeq_ +2016-08-19 12:32:46,403 DEBUG: Start: Iteration 71 +2016-08-19 12:32:46,636 DEBUG: View 0 : 0.550415052573 +2016-08-19 12:32:46,648 DEBUG: View 1 : 0.610532407407 +2016-08-19 12:32:46,908 DEBUG: View 3 : 0.508603287513 +2016-08-19 12:32:47,011 DEBUG: View 2 : 0.543317230274 +2016-08-19 12:32:47,298 DEBUG: View 4 : 0.592151675485 +2016-08-19 12:32:47,734 DEBUG: Best view : MRNASeq +2016-08-19 12:32:47,765 DEBUG: Start: Iteration 72 +2016-08-19 12:32:48,023 DEBUG: View 0 : 0.557692307692 +2016-08-19 12:32:48,033 DEBUG: View 1 : 0.600783143763 +2016-08-19 12:32:48,305 DEBUG: View 3 : 0.611847922193 +2016-08-19 12:32:48,412 DEBUG: View 2 : 0.614219881501 +2016-08-19 12:32:48,719 DEBUG: View 4 : 0.513095238095 +2016-08-19 12:32:49,101 DEBUG: Best view : RNASeq_ +2016-08-19 12:32:49,131 DEBUG: Start: Iteration 73 +2016-08-19 12:32:49,457 DEBUG: View 0 : 0.452177256561 +2016-08-19 12:32:49,466 DEBUG: View 1 : 0.536935286935 +2016-08-19 12:32:49,737 DEBUG: View 3 : 0.701837985024 +2016-08-19 12:32:49,850 DEBUG: View 2 : 0.568322618352 +2016-08-19 12:32:50,147 DEBUG: View 4 : 0.573571091167 +2016-08-19 12:32:50,585 DEBUG: Best view : Clinic_ +2016-08-19 12:32:50,614 DEBUG: Start: Iteration 74 +2016-08-19 12:32:50,920 DEBUG: View 0 : 0.553742203742 +2016-08-19 12:32:50,930 DEBUG: View 1 : 0.651282051282 +2016-08-19 12:32:51,191 DEBUG: View 3 : 0.522924710425 +2016-08-19 12:32:51,294 DEBUG: View 2 : 0.5523477503 +2016-08-19 12:32:51,572 DEBUG: View 4 : 0.491396712487 +2016-08-19 12:32:51,949 DEBUG: Best view : MiRNA__ +2016-08-19 12:32:51,978 DEBUG: Start: Iteration 75 +2016-08-19 12:32:52,292 DEBUG: View 0 : 0.526145203111 +2016-08-19 12:32:52,305 DEBUG: View 1 : 0.703370786517 +2016-08-19 12:32:52,584 DEBUG: View 3 : 0.541730769231 +2016-08-19 12:32:52,687 DEBUG: View 2 : 0.551479408237 +2016-08-19 12:32:52,968 DEBUG: View 4 : 0.506780776827 +2016-08-19 12:32:53,416 DEBUG: Best view : MiRNA__ +2016-08-19 12:32:53,447 DEBUG: Start: Iteration 76 +2016-08-19 12:32:53,713 DEBUG: View 0 : 0.442950581395 +2016-08-19 12:32:53,722 DEBUG: View 1 : 0.567934782609 +2016-08-19 12:32:53,984 DEBUG: View 3 : 0.594696969697 +2016-08-19 12:32:54,086 DEBUG: View 2 : 0.559845559846 +2016-08-19 12:32:54,364 DEBUG: View 4 : 0.496744186047 +2016-08-19 12:32:54,786 DEBUG: Best view : Clinic_ +2016-08-19 12:32:54,817 DEBUG: Start: Iteration 77 +2016-08-19 12:32:55,119 DEBUG: View 0 : 0.467262569832 +2016-08-19 12:32:55,131 DEBUG: View 1 : 0.498546511628 +2016-08-19 12:32:55,392 DEBUG: View 3 : 0.723076923077 +2016-08-19 12:32:55,496 DEBUG: View 2 : 0.53168287651 +2016-08-19 12:32:55,772 DEBUG: View 4 : 0.516976998905 +2016-08-19 12:32:56,170 DEBUG: Best view : Clinic_ +2016-08-19 12:32:56,200 DEBUG: Start: Iteration 78 +2016-08-19 12:32:56,449 DEBUG: View 0 : 0.587360105332 +2016-08-19 12:32:56,459 DEBUG: View 1 : 0.59328358209 +2016-08-19 12:32:56,720 DEBUG: View 3 : 0.537037037037 +2016-08-19 12:32:56,825 DEBUG: View 2 : 0.477480173575 +2016-08-19 12:32:57,108 DEBUG: View 4 : 0.579420683886 +2016-08-19 12:32:57,544 DEBUG: Best view : MRNASeq +2016-08-19 12:32:57,576 DEBUG: Start: Iteration 79 +2016-08-19 12:32:57,811 DEBUG: View 0 : 0.446257796258 +2016-08-19 12:32:57,824 DEBUG: View 1 : 0.616014026885 +2016-08-19 12:32:58,088 DEBUG: View 3 : 0.628338874241 +2016-08-19 12:32:58,192 DEBUG: View 2 : 0.545230263158 +2016-08-19 12:32:58,475 DEBUG: View 4 : 0.540058479532 +2016-08-19 12:32:58,925 DEBUG: Best view : Clinic_ +2016-08-19 12:32:58,958 DEBUG: Start: Iteration 80 +2016-08-19 12:32:59,202 DEBUG: View 0 : 0.442950581395 +2016-08-19 12:32:59,215 DEBUG: View 1 : 0.441072272083 +2016-08-19 12:32:59,477 DEBUG: View 3 : 0.578029642546 +2016-08-19 12:32:59,577 DEBUG: View 2 : 0.469765964206 +2016-08-19 12:32:59,865 DEBUG: View 4 : 0.515436241611 +2016-08-19 12:33:00,408 DEBUG: Best view : Clinic_ +2016-08-19 12:33:00,447 DEBUG: Start: Iteration 81 +2016-08-19 12:33:00,746 DEBUG: View 0 : 0.501951600312 +2016-08-19 12:33:00,757 DEBUG: View 1 : 0.555882352941 +2016-08-19 12:33:01,027 DEBUG: View 3 : 0.532536382536 +2016-08-19 12:33:01,139 DEBUG: View 2 : 0.553271240345 +2016-08-19 12:33:01,423 DEBUG: View 4 : 0.563247775846 +2016-08-19 12:33:01,836 DEBUG: Best view : RNASeq_ +2016-08-19 12:33:01,868 DEBUG: Start: Iteration 82 +2016-08-19 12:33:02,106 DEBUG: View 0 : 0.448701298701 +2016-08-19 12:33:02,117 DEBUG: View 1 : 0.60998389694 +2016-08-19 12:33:02,384 DEBUG: View 3 : 0.549415204678 +2016-08-19 12:33:02,515 DEBUG: View 2 : 0.628664808228 +2016-08-19 12:33:02,803 DEBUG: View 4 : 0.581565975009 +2016-08-19 12:33:03,233 DEBUG: Best view : RNASeq_ +2016-08-19 12:33:03,266 DEBUG: Start: Iteration 83 +2016-08-19 12:33:03,570 DEBUG: View 0 : 0.446116267709 +2016-08-19 12:33:03,581 DEBUG: View 1 : 0.647058823529 +2016-08-19 12:33:03,848 DEBUG: View 3 : 0.738508064516 +2016-08-19 12:33:03,952 DEBUG: View 2 : 0.539900387382 +2016-08-19 12:33:04,235 DEBUG: View 4 : 0.513633298006 +2016-08-19 12:33:04,783 DEBUG: Best view : Clinic_ +2016-08-19 12:33:04,825 DEBUG: Start: Iteration 84 +2016-08-19 12:33:05,224 DEBUG: View 0 : 0.555035128806 +2016-08-19 12:33:05,232 DEBUG: View 1 : 0.803659878921 +2016-08-19 12:33:05,512 DEBUG: View 3 : 0.581909937888 +2016-08-19 12:33:05,614 DEBUG: View 2 : 0.575 +2016-08-19 12:33:05,892 DEBUG: View 4 : 0.551388888889 +2016-08-19 12:33:06,347 DEBUG: Best view : MiRNA__ +2016-08-19 12:33:06,381 DEBUG: Start: Iteration 85 +2016-08-19 12:33:06,666 DEBUG: View 0 : 0.478590250329 +2016-08-19 12:33:06,676 DEBUG: View 1 : 0.488441558442 +2016-08-19 12:33:06,943 DEBUG: View 3 : 0.622549019608 +2016-08-19 12:33:07,050 DEBUG: View 2 : 0.482319078947 +2016-08-19 12:33:07,326 DEBUG: View 4 : 0.61854027681 +2016-08-19 12:33:07,806 DEBUG: Best view : MRNASeq +2016-08-19 12:33:07,840 DEBUG: Start: Iteration 86 +2016-08-19 12:33:08,173 DEBUG: View 0 : 0.418526785714 +2016-08-19 12:33:08,182 DEBUG: View 1 : 0.748368382886 +2016-08-19 12:33:08,444 DEBUG: View 3 : 0.554267310789 +2016-08-19 12:33:08,547 DEBUG: View 2 : 0.511330561331 +2016-08-19 12:33:08,830 DEBUG: View 4 : 0.513095238095 +2016-08-19 12:33:09,326 DEBUG: Best view : MiRNA__ +2016-08-19 12:33:09,358 DEBUG: Start: Iteration 87 +2016-08-19 12:33:09,672 DEBUG: View 0 : 0.637626262626 +2016-08-19 12:33:09,683 DEBUG: View 1 : 0.397923197492 +2016-08-19 12:33:09,943 DEBUG: View 3 : 0.633856275304 +2016-08-19 12:33:10,044 DEBUG: View 2 : 0.5278828554 +2016-08-19 12:33:10,326 DEBUG: View 4 : 0.62150621118 +2016-08-19 12:33:10,740 DEBUG: Best view : Clinic_ +2016-08-19 12:33:10,774 DEBUG: Start: Iteration 88 +2016-08-19 12:33:11,012 DEBUG: View 0 : 0.589279020367 +2016-08-19 12:33:11,023 DEBUG: View 1 : 0.44733044733 +2016-08-19 12:33:11,286 DEBUG: View 3 : 0.533333333333 +2016-08-19 12:33:11,388 DEBUG: View 2 : 0.53065969195 +2016-08-19 12:33:11,669 DEBUG: View 4 : 0.520982142857 +2016-08-19 12:33:12,158 DEBUG: Best view : Clinic_ +2016-08-19 12:33:12,192 DEBUG: Start: Iteration 89 +2016-08-19 12:33:12,492 DEBUG: View 0 : 0.491994613198 +2016-08-19 12:33:12,503 DEBUG: View 1 : 0.563131313131 +2016-08-19 12:33:12,764 DEBUG: View 3 : 0.633687258687 +2016-08-19 12:33:12,868 DEBUG: View 2 : 0.530123107092 +2016-08-19 12:33:13,144 DEBUG: View 4 : 0.569959677419 +2016-08-19 12:33:13,586 DEBUG: Best view : Clinic_ +2016-08-19 12:33:13,621 DEBUG: Start: Iteration 90 +2016-08-19 12:33:13,927 DEBUG: View 0 : 0.542857142857 +2016-08-19 12:33:13,939 DEBUG: View 1 : 0.547663144133 +2016-08-19 12:33:14,204 DEBUG: View 3 : 0.57616747182 +2016-08-19 12:33:14,309 DEBUG: View 2 : 0.524841915086 +2016-08-19 12:33:14,587 DEBUG: View 4 : 0.585829720142 +2016-08-19 12:33:15,054 DEBUG: Best view : Clinic_ +2016-08-19 12:33:15,092 DEBUG: Start: Iteration 91 +2016-08-19 12:33:15,358 DEBUG: View 0 : 0.633046781287 +2016-08-19 12:33:15,371 DEBUG: View 1 : 0.557692307692 +2016-08-19 12:33:15,646 DEBUG: View 3 : 0.520891643343 +2016-08-19 12:33:15,762 DEBUG: View 2 : 0.550918405598 +2016-08-19 12:33:16,042 DEBUG: View 4 : 0.56 +2016-08-19 12:33:16,509 DEBUG: Best view : Methyl_ +2016-08-19 12:33:16,542 DEBUG: Start: Iteration 92 +2016-08-19 12:33:16,791 DEBUG: View 0 : 0.396348012889 +2016-08-19 12:33:16,802 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:33:17,091 DEBUG: View 3 : 0.580063934903 +2016-08-19 12:33:17,199 DEBUG: View 2 : 0.5216622458 +2016-08-19 12:33:17,510 DEBUG: View 4 : 0.559663865546 +2016-08-19 12:33:17,964 DEBUG: Best view : MiRNA__ +2016-08-19 12:33:18,002 DEBUG: Start: Iteration 93 +2016-08-19 12:33:18,266 DEBUG: View 0 : 0.446428571429 +2016-08-19 12:33:18,276 DEBUG: View 1 : 0.480567616224 +2016-08-19 12:33:18,539 DEBUG: View 3 : 0.549579831933 +2016-08-19 12:33:18,645 DEBUG: View 2 : 0.581565975009 +2016-08-19 12:33:18,931 DEBUG: View 4 : 0.559010396611 +2016-08-19 12:33:19,422 DEBUG: Best view : RNASeq_ +2016-08-19 12:33:19,459 DEBUG: Start: Iteration 94 +2016-08-19 12:33:19,767 DEBUG: View 0 : 0.755884917175 +2016-08-19 12:33:19,777 DEBUG: View 1 : 0.474576271186 +2016-08-19 12:33:20,039 DEBUG: View 3 : 0.577404479578 +2016-08-19 12:33:20,143 DEBUG: View 2 : 0.484775641026 +2016-08-19 12:33:20,421 DEBUG: View 4 : 0.533333333333 +2016-08-19 12:33:20,874 DEBUG: Best view : Methyl_ +2016-08-19 12:33:20,909 DEBUG: Start: Iteration 95 +2016-08-19 12:33:21,210 DEBUG: View 0 : 0.553271240345 +2016-08-19 12:33:21,222 DEBUG: View 1 : 0.613249516441 +2016-08-19 12:33:21,498 DEBUG: View 3 : 0.562770979863 +2016-08-19 12:33:21,629 DEBUG: View 2 : 0.574948024948 +2016-08-19 12:33:21,920 DEBUG: View 4 : 0.602170542636 +2016-08-19 12:33:22,433 DEBUG: Best view : MRNASeq +2016-08-19 12:33:22,468 DEBUG: Start: Iteration 96 +2016-08-19 12:33:22,724 DEBUG: View 0 : 0.549480396788 +2016-08-19 12:33:22,736 DEBUG: View 1 : 0.524039829303 +2016-08-19 12:33:23,005 DEBUG: View 3 : 0.578449328449 +2016-08-19 12:33:23,110 DEBUG: View 2 : 0.504631454474 +2016-08-19 12:33:23,410 DEBUG: View 4 : 0.588827838828 +2016-08-19 12:33:23,898 DEBUG: Best view : MRNASeq +2016-08-19 12:33:23,934 DEBUG: Start: Iteration 97 +2016-08-19 12:33:24,199 DEBUG: View 0 : 0.533216783217 +2016-08-19 12:33:24,210 DEBUG: View 1 : 0.659771309771 +2016-08-19 12:33:24,482 DEBUG: View 3 : 0.582409381663 +2016-08-19 12:33:24,599 DEBUG: View 2 : 0.460556962025 +2016-08-19 12:33:24,896 DEBUG: View 4 : 0.608823529412 +2016-08-19 12:33:25,376 DEBUG: Best view : MiRNA__ +2016-08-19 12:33:25,412 DEBUG: Start: Iteration 98 +2016-08-19 12:33:25,669 DEBUG: View 0 : 0.54419729207 +2016-08-19 12:33:25,682 DEBUG: View 1 : 0.575901974132 +2016-08-19 12:33:25,965 DEBUG: View 3 : 0.561675329868 +2016-08-19 12:33:26,101 DEBUG: View 2 : 0.562111801242 +2016-08-19 12:33:26,378 DEBUG: View 4 : 0.537813479624 +2016-08-19 12:33:26,863 DEBUG: Best view : Clinic_ +2016-08-19 12:33:26,901 DEBUG: Start: Iteration 99 +2016-08-19 12:33:27,177 DEBUG: View 0 : 0.567934782609 +2016-08-19 12:33:27,187 DEBUG: View 1 : 0.517829457364 +2016-08-19 12:33:27,477 DEBUG: View 3 : 0.590086792847 +2016-08-19 12:33:27,592 DEBUG: View 2 : 0.529360800924 +2016-08-19 12:33:27,910 DEBUG: View 4 : 0.538506248184 +2016-08-19 12:33:28,603 DEBUG: Best view : Clinic_ +2016-08-19 12:33:28,640 DEBUG: Start: Iteration 100 +2016-08-19 12:33:28,972 DEBUG: View 0 : 0.533581485677 +2016-08-19 12:33:28,983 DEBUG: View 1 : 0.734848484848 +2016-08-19 12:33:29,272 DEBUG: View 3 : 0.633687258687 +2016-08-19 12:33:29,414 DEBUG: View 2 : 0.504366154773 +2016-08-19 12:33:29,685 DEBUG: View 4 : 0.558883317523 +2016-08-19 12:33:30,175 DEBUG: Best view : Clinic_ +2016-08-19 12:33:30,212 DEBUG: Start: Iteration 101 +2016-08-19 12:33:30,561 DEBUG: View 0 : 0.517073960188 +2016-08-19 12:33:30,570 DEBUG: View 1 : 0.530123107092 +2016-08-19 12:33:30,849 DEBUG: View 3 : 0.55304872119 +2016-08-19 12:33:30,968 DEBUG: View 2 : 0.56 +2016-08-19 12:33:31,242 DEBUG: View 4 : 0.571535181237 +2016-08-19 12:33:31,746 DEBUG: Best view : MRNASeq +2016-08-19 12:33:31,786 DEBUG: Start: Iteration 102 +2016-08-19 12:33:32,088 DEBUG: View 0 : 0.453907203907 +2016-08-19 12:33:32,101 DEBUG: View 1 : 0.343915343915 +2016-08-19 12:33:32,360 DEBUG: View 3 : 0.570352486721 +2016-08-19 12:33:32,464 DEBUG: View 2 : 0.585550935551 +2016-08-19 12:33:32,745 DEBUG: View 4 : 0.52567684748 +2016-08-19 12:33:33,222 DEBUG: Best view : RNASeq_ +2016-08-19 12:33:33,258 DEBUG: Start: Iteration 103 +2016-08-19 12:33:33,552 DEBUG: View 0 : 0.387952302632 +2016-08-19 12:33:33,562 DEBUG: View 1 : 0.59328358209 +2016-08-19 12:33:33,825 DEBUG: View 3 : 0.567299006323 +2016-08-19 12:33:33,928 DEBUG: View 2 : 0.536980749747 +2016-08-19 12:33:34,222 DEBUG: View 4 : 0.599581026485 +2016-08-19 12:33:34,686 DEBUG: Best view : MRNASeq +2016-08-19 12:33:34,723 DEBUG: Start: Iteration 104 +2016-08-19 12:33:34,979 DEBUG: View 0 : 0.517261904762 +2016-08-19 12:33:34,992 DEBUG: View 1 : 0.600789993417 +2016-08-19 12:33:35,253 DEBUG: View 3 : 0.485673820678 +2016-08-19 12:33:35,352 DEBUG: View 2 : 0.619021679922 +2016-08-19 12:33:35,635 DEBUG: View 4 : 0.585821258388 +2016-08-19 12:33:36,162 DEBUG: Best view : RNASeq_ +2016-08-19 12:33:36,200 DEBUG: Start: Iteration 105 +2016-08-19 12:33:36,496 DEBUG: View 0 : 0.508005386802 +2016-08-19 12:33:36,509 DEBUG: View 1 : 0.563775510204 +2016-08-19 12:33:36,768 DEBUG: View 3 : 0.633779747567 +2016-08-19 12:33:36,870 DEBUG: View 2 : 0.582409381663 +2016-08-19 12:33:37,151 DEBUG: View 4 : 0.562169312169 +2016-08-19 12:33:37,652 DEBUG: Best view : Clinic_ +2016-08-19 12:33:37,691 DEBUG: Start: Iteration 106 +2016-08-19 12:33:37,999 DEBUG: View 0 : 0.565789473684 +2016-08-19 12:33:38,011 DEBUG: View 1 : 0.512152777778 +2016-08-19 12:33:38,289 DEBUG: View 3 : 0.56974789916 +2016-08-19 12:33:38,395 DEBUG: View 2 : 0.549579831933 +2016-08-19 12:33:38,676 DEBUG: View 4 : 0.567758637857 +2016-08-19 12:33:39,251 DEBUG: Best view : Clinic_ +2016-08-19 12:33:39,289 DEBUG: Start: Iteration 107 +2016-08-19 12:33:39,583 DEBUG: View 0 : 0.580063934903 +2016-08-19 12:33:39,593 DEBUG: View 1 : 0.610532407407 +2016-08-19 12:33:39,858 DEBUG: View 3 : 0.598093954563 +2016-08-19 12:33:39,965 DEBUG: View 2 : 0.545317675399 +2016-08-19 12:33:40,255 DEBUG: View 4 : 0.516017316017 +2016-08-19 12:33:40,839 DEBUG: Best view : MiRNA__ +2016-08-19 12:33:40,877 DEBUG: Start: Iteration 108 +2016-08-19 12:33:41,115 DEBUG: View 0 : 0.617359000338 +2016-08-19 12:33:41,127 DEBUG: View 1 : 0.454622471672 +2016-08-19 12:33:41,387 DEBUG: View 3 : 0.517712550607 +2016-08-19 12:33:41,489 DEBUG: View 2 : 0.521100917431 +2016-08-19 12:33:41,770 DEBUG: View 4 : 0.569852941176 +2016-08-19 12:33:42,332 DEBUG: Best view : Methyl_ +2016-08-19 12:33:42,373 DEBUG: Start: Iteration 109 +2016-08-19 12:33:42,634 DEBUG: View 0 : 0.450863486842 +2016-08-19 12:33:42,644 DEBUG: View 1 : 0.669127669241 +2016-08-19 12:33:42,907 DEBUG: View 3 : 0.477208313651 +2016-08-19 12:33:43,008 DEBUG: View 2 : 0.579420683886 +2016-08-19 12:33:43,291 DEBUG: View 4 : 0.517261904762 +2016-08-19 12:33:43,840 DEBUG: Best view : MiRNA__ +2016-08-19 12:33:43,879 DEBUG: Start: Iteration 110 +2016-08-19 12:33:44,182 DEBUG: View 0 : 0.62549839541 +2016-08-19 12:33:44,195 DEBUG: View 1 : 0.65838375108 +2016-08-19 12:33:44,454 DEBUG: View 3 : 0.611908661721 +2016-08-19 12:33:44,557 DEBUG: View 2 : 0.529113924051 +2016-08-19 12:33:44,837 DEBUG: View 4 : 0.544117647059 +2016-08-19 12:33:45,346 DEBUG: Best view : MiRNA__ +2016-08-19 12:33:45,385 DEBUG: Start: Iteration 111 +2016-08-19 12:33:45,685 DEBUG: View 0 : 0.765963736697 +2016-08-19 12:33:45,696 DEBUG: View 1 : 0.530617408907 +2016-08-19 12:33:45,954 DEBUG: View 3 : 0.708461538462 +2016-08-19 12:33:46,057 DEBUG: View 2 : 0.534793075777 +2016-08-19 12:33:46,333 DEBUG: View 4 : 0.508266129032 +2016-08-19 12:33:46,846 DEBUG: Best view : Methyl_ +2016-08-19 12:33:46,885 DEBUG: Start: Iteration 112 +2016-08-19 12:33:47,119 DEBUG: View 0 : 0.50359127253 +2016-08-19 12:33:47,130 DEBUG: View 1 : 0.560670731707 +2016-08-19 12:33:47,394 DEBUG: View 3 : 0.704708860759 +2016-08-19 12:33:47,496 DEBUG: View 2 : 0.5057997558 +2016-08-19 12:33:47,778 DEBUG: View 4 : 0.587117552335 +2016-08-19 12:33:48,357 DEBUG: Best view : Clinic_ +2016-08-19 12:33:48,397 DEBUG: Start: Iteration 113 +2016-08-19 12:33:48,698 DEBUG: View 0 : 0.442938873833 +2016-08-19 12:33:48,709 DEBUG: View 1 : 0.422619047619 +2016-08-19 12:33:48,967 DEBUG: View 3 : 0.651960784314 +2016-08-19 12:33:49,072 DEBUG: View 2 : 0.551487882197 +2016-08-19 12:33:49,350 DEBUG: View 4 : 0.486366701994 +2016-08-19 12:33:49,869 DEBUG: Best view : Clinic_ +2016-08-19 12:33:49,908 DEBUG: Start: Iteration 114 +2016-08-19 12:33:50,209 DEBUG: View 0 : 0.4942002442 +2016-08-19 12:33:50,219 DEBUG: View 1 : 0.278017241379 +2016-08-19 12:33:50,485 DEBUG: View 3 : 0.550651859005 +2016-08-19 12:33:50,611 DEBUG: View 2 : 0.604166666667 +2016-08-19 12:33:50,893 DEBUG: View 4 : 0.516017316017 +2016-08-19 12:33:51,492 DEBUG: Best view : RNASeq_ +2016-08-19 12:33:51,533 DEBUG: Start: Iteration 115 +2016-08-19 12:33:51,840 DEBUG: View 0 : 0.417220574701 +2016-08-19 12:33:51,851 DEBUG: View 1 : 0.419296375267 +2016-08-19 12:33:52,120 DEBUG: View 3 : 0.537037037037 +2016-08-19 12:33:52,224 DEBUG: View 2 : 0.533952125061 +2016-08-19 12:33:52,505 DEBUG: View 4 : 0.574572393507 +2016-08-19 12:33:53,120 DEBUG: Best view : MRNASeq +2016-08-19 12:33:53,160 DEBUG: Start: Iteration 116 +2016-08-19 12:33:53,471 DEBUG: View 0 : 0.429259259259 +2016-08-19 12:33:53,482 DEBUG: View 1 : 0.809994406116 +2016-08-19 12:33:53,747 DEBUG: View 3 : 0.657840760768 +2016-08-19 12:33:53,875 DEBUG: View 2 : 0.5625 +2016-08-19 12:33:54,161 DEBUG: View 4 : 0.568070818071 +2016-08-19 12:33:54,747 DEBUG: Best view : MiRNA__ +2016-08-19 12:33:54,788 DEBUG: Start: Iteration 117 +2016-08-19 12:33:55,025 DEBUG: View 0 : 0.450213219616 +2016-08-19 12:33:55,038 DEBUG: View 1 : 0.64898989899 +2016-08-19 12:33:55,299 DEBUG: View 3 : 0.657888521493 +2016-08-19 12:33:55,402 DEBUG: View 2 : 0.524468085106 +2016-08-19 12:33:55,678 DEBUG: View 4 : 0.569959677419 +2016-08-19 12:33:56,272 DEBUG: Best view : Clinic_ +2016-08-19 12:33:56,314 DEBUG: Start: Iteration 118 +2016-08-19 12:33:56,616 DEBUG: View 0 : 0.431889516635 +2016-08-19 12:33:56,627 DEBUG: View 1 : 0.645104895105 +2016-08-19 12:33:56,885 DEBUG: View 3 : 0.54512195122 +2016-08-19 12:33:56,996 DEBUG: View 2 : 0.587252535007 +2016-08-19 12:33:57,264 DEBUG: View 4 : 0.545454545455 +2016-08-19 12:33:57,816 DEBUG: Best view : MiRNA__ +2016-08-19 12:33:57,857 DEBUG: Start: Iteration 119 +2016-08-19 12:33:58,151 DEBUG: View 0 : 0.542123824451 +2016-08-19 12:33:58,163 DEBUG: View 1 : 0.393348072671 +2016-08-19 12:33:58,425 DEBUG: View 3 : 0.571535181237 +2016-08-19 12:33:58,525 DEBUG: View 2 : 0.545331920224 +2016-08-19 12:33:58,805 DEBUG: View 4 : 0.596507076182 +2016-08-19 12:33:59,353 DEBUG: Best view : MRNASeq +2016-08-19 12:33:59,396 DEBUG: Start: Iteration 120 +2016-08-19 12:33:59,691 DEBUG: View 0 : 0.58357025288 +2016-08-19 12:33:59,702 DEBUG: View 1 : 0.698150782361 +2016-08-19 12:33:59,961 DEBUG: View 3 : 0.661764705882 +2016-08-19 12:34:00,065 DEBUG: View 2 : 0.523986321446 +2016-08-19 12:34:00,343 DEBUG: View 4 : 0.585006500072 +2016-08-19 12:34:00,894 DEBUG: Best view : Clinic_ +2016-08-19 12:34:00,936 DEBUG: Start: Iteration 121 +2016-08-19 12:34:01,237 DEBUG: View 0 : 0.431692353733 +2016-08-19 12:34:01,247 DEBUG: View 1 : 0.663309352518 +2016-08-19 12:34:01,506 DEBUG: View 3 : 0.563223938224 +2016-08-19 12:34:01,608 DEBUG: View 2 : 0.534719535783 +2016-08-19 12:34:01,888 DEBUG: View 4 : 0.65 +2016-08-19 12:34:02,438 DEBUG: Best view : MiRNA__ +2016-08-19 12:34:02,479 DEBUG: Start: Iteration 122 +2016-08-19 12:34:02,793 DEBUG: View 0 : 0.544823232323 +2016-08-19 12:34:02,803 DEBUG: View 1 : 0.627064035441 +2016-08-19 12:34:03,063 DEBUG: View 3 : 0.503452299912 +2016-08-19 12:34:03,167 DEBUG: View 2 : 0.585829720142 +2016-08-19 12:34:03,449 DEBUG: View 4 : 0.52582972583 +2016-08-19 12:34:04,080 DEBUG: Best view : RNASeq_ +2016-08-19 12:34:04,123 DEBUG: Start: Iteration 123 +2016-08-19 12:34:04,434 DEBUG: View 0 : 0.43137254902 +2016-08-19 12:34:04,446 DEBUG: View 1 : 0.541035353535 +2016-08-19 12:34:04,706 DEBUG: View 3 : 0.54296131896 +2016-08-19 12:34:04,810 DEBUG: View 2 : 0.639859731151 +2016-08-19 12:34:05,084 DEBUG: View 4 : 0.522115384615 +2016-08-19 12:34:05,632 DEBUG: Best view : RNASeq_ +2016-08-19 12:34:05,675 DEBUG: Start: Iteration 124 +2016-08-19 12:34:05,973 DEBUG: View 0 : 0.573529411765 +2016-08-19 12:34:05,983 DEBUG: View 1 : 0.77732404516 +2016-08-19 12:34:06,242 DEBUG: View 3 : 0.606756756757 +2016-08-19 12:34:06,345 DEBUG: View 2 : 0.608141447368 +2016-08-19 12:34:06,625 DEBUG: View 4 : 0.585829720142 +2016-08-19 12:34:07,194 DEBUG: Best view : MiRNA__ +2016-08-19 12:34:07,236 DEBUG: Start: Iteration 125 +2016-08-19 12:34:07,496 DEBUG: View 0 : 0.431889516635 +2016-08-19 12:34:07,508 DEBUG: View 1 : 0.659005311444 +2016-08-19 12:34:07,781 DEBUG: View 3 : 0.528166118421 +2016-08-19 12:34:07,887 DEBUG: View 2 : 0.531923076923 +2016-08-19 12:34:08,193 DEBUG: View 4 : 0.551388888889 +2016-08-19 12:34:08,825 DEBUG: Best view : MiRNA__ +2016-08-19 12:34:08,868 DEBUG: Start: Iteration 126 +2016-08-19 12:34:09,125 DEBUG: View 0 : 0.455882352941 +2016-08-19 12:34:09,135 DEBUG: View 1 : 0.538017879458 +2016-08-19 12:34:09,400 DEBUG: View 3 : 0.538912579957 +2016-08-19 12:34:09,510 DEBUG: View 2 : 0.539372352715 +2016-08-19 12:34:09,790 DEBUG: View 4 : 0.457532051282 +2016-08-19 12:34:10,398 DEBUG: Best view : Clinic_ +2016-08-19 12:34:10,441 DEBUG: Start: Iteration 127 +2016-08-19 12:34:10,681 DEBUG: View 0 : 0.532186948854 +2016-08-19 12:34:10,692 DEBUG: View 1 : 0.682688588008 +2016-08-19 12:34:10,958 DEBUG: View 3 : 0.537813479624 +2016-08-19 12:34:11,061 DEBUG: View 2 : 0.532862903226 +2016-08-19 12:34:11,350 DEBUG: View 4 : 0.523460834377 +2016-08-19 12:34:11,986 DEBUG: Best view : MiRNA__ +2016-08-19 12:34:12,029 DEBUG: Start: Iteration 128 +2016-08-19 12:34:12,339 DEBUG: View 0 : 0.601680672269 +2016-08-19 12:34:12,351 DEBUG: View 1 : 0.81592039801 +2016-08-19 12:34:12,627 DEBUG: View 3 : 0.508943313154 +2016-08-19 12:34:12,730 DEBUG: View 2 : 0.512972572276 +2016-08-19 12:34:13,020 DEBUG: View 4 : 0.537037037037 +2016-08-19 12:34:13,670 DEBUG: Best view : MiRNA__ +2016-08-19 12:34:13,714 DEBUG: Start: Iteration 129 +2016-08-19 12:34:14,024 DEBUG: View 0 : 0.519570707071 +2016-08-19 12:34:14,035 DEBUG: View 1 : 0.680230880231 +2016-08-19 12:34:14,300 DEBUG: View 3 : 0.477419354839 +2016-08-19 12:34:14,405 DEBUG: View 2 : 0.595880961766 +2016-08-19 12:34:14,698 DEBUG: View 4 : 0.573232323232 +2016-08-19 12:34:15,372 DEBUG: Best view : MiRNA__ +2016-08-19 12:34:15,417 DEBUG: Start: Iteration 130 +2016-08-19 12:34:15,723 DEBUG: View 0 : 0.501083743842 +2016-08-19 12:34:15,733 DEBUG: View 1 : 0.596153846154 +2016-08-19 12:34:15,993 DEBUG: View 3 : 0.536764705882 +2016-08-19 12:34:16,098 DEBUG: View 2 : 0.56974789916 +2016-08-19 12:34:16,380 DEBUG: View 4 : 0.538914728682 +2016-08-19 12:34:16,968 DEBUG: Best view : MiRNA__ +2016-08-19 12:34:17,013 DEBUG: Start: Iteration 131 +2016-08-19 12:34:17,253 DEBUG: View 0 : 0.55 +2016-08-19 12:34:17,265 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:34:17,527 DEBUG: View 3 : 0.645994208494 +2016-08-19 12:34:17,630 DEBUG: View 2 : 0.531087564974 +2016-08-19 12:34:17,914 DEBUG: View 4 : 0.557602310067 +2016-08-19 12:34:18,570 DEBUG: Best view : Clinic_ +2016-08-19 12:34:18,614 DEBUG: Start: Iteration 132 +2016-08-19 12:34:18,944 DEBUG: View 0 : 0.404261363636 +2016-08-19 12:34:18,954 DEBUG: View 1 : 0.702874476383 +2016-08-19 12:34:19,240 DEBUG: View 3 : 0.598286484405 +2016-08-19 12:34:19,382 DEBUG: View 2 : 0.591627906977 +2016-08-19 12:34:19,667 DEBUG: View 4 : 0.510617760618 +2016-08-19 12:34:20,317 DEBUG: Best view : MiRNA__ +2016-08-19 12:34:20,362 DEBUG: Start: Iteration 133 +2016-08-19 12:34:20,688 DEBUG: View 0 : 0.568148793955 +2016-08-19 12:34:20,699 DEBUG: View 1 : 0.628136200717 +2016-08-19 12:34:20,971 DEBUG: View 3 : 0.528830645161 +2016-08-19 12:34:21,083 DEBUG: View 2 : 0.523774224293 +2016-08-19 12:34:21,489 DEBUG: View 4 : 0.582106782107 +2016-08-19 12:34:22,167 DEBUG: Best view : MiRNA__ +2016-08-19 12:34:22,213 DEBUG: Start: Iteration 134 +2016-08-19 12:34:22,463 DEBUG: View 0 : 0.54375 +2016-08-19 12:34:22,473 DEBUG: View 1 : 0.60039893617 +2016-08-19 12:34:22,742 DEBUG: View 3 : 0.693346774194 +2016-08-19 12:34:22,846 DEBUG: View 2 : 0.537037037037 +2016-08-19 12:34:23,130 DEBUG: View 4 : 0.538506248184 +2016-08-19 12:34:23,782 DEBUG: Best view : Clinic_ +2016-08-19 12:34:23,828 DEBUG: Start: Iteration 135 +2016-08-19 12:34:24,131 DEBUG: View 0 : 0.446728759655 +2016-08-19 12:34:24,142 DEBUG: View 1 : 0.673500275179 +2016-08-19 12:34:24,403 DEBUG: View 3 : 0.555133928571 +2016-08-19 12:34:24,505 DEBUG: View 2 : 0.52582972583 +2016-08-19 12:34:24,784 DEBUG: View 4 : 0.5278828554 +2016-08-19 12:34:25,393 DEBUG: Best view : Clinic_ +2016-08-19 12:34:25,446 DEBUG: Start: Iteration 136 +2016-08-19 12:34:25,771 DEBUG: View 0 : 0.427248677249 +2016-08-19 12:34:25,782 DEBUG: View 1 : 0.671052631579 +2016-08-19 12:34:26,056 DEBUG: View 3 : 0.475266062278 +2016-08-19 12:34:26,156 DEBUG: View 2 : 0.555555555556 +2016-08-19 12:34:26,457 DEBUG: View 4 : 0.578947368421 +2016-08-19 12:34:27,206 DEBUG: Best view : MiRNA__ +2016-08-19 12:34:27,252 DEBUG: Start: Iteration 137 +2016-08-19 12:34:27,492 DEBUG: View 0 : 0.777680906713 +2016-08-19 12:34:27,503 DEBUG: View 1 : 0.56974789916 +2016-08-19 12:34:27,774 DEBUG: View 3 : 0.504166666667 +2016-08-19 12:34:27,877 DEBUG: View 2 : 0.485673820678 +2016-08-19 12:34:28,157 DEBUG: View 4 : 0.57417721519 +2016-08-19 12:34:28,906 DEBUG: Best view : Methyl_ +2016-08-19 12:34:28,958 DEBUG: Start: Iteration 138 +2016-08-19 12:34:29,294 DEBUG: View 0 : 0.439484126984 +2016-08-19 12:34:29,305 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:34:29,576 DEBUG: View 3 : 0.75 +2016-08-19 12:34:29,682 DEBUG: View 2 : 0.500727650728 +2016-08-19 12:34:29,962 DEBUG: View 4 : 0.518080916577 +2016-08-19 12:34:30,653 DEBUG: Best view : Clinic_ +2016-08-19 12:34:30,699 DEBUG: Start: Iteration 139 +2016-08-19 12:34:30,993 DEBUG: View 0 : 0.512972572276 +2016-08-19 12:34:31,003 DEBUG: View 1 : 0.424098025868 +2016-08-19 12:34:31,263 DEBUG: View 3 : 0.543129436935 +2016-08-19 12:34:31,367 DEBUG: View 2 : 0.526305552854 +2016-08-19 12:34:31,647 DEBUG: View 4 : 0.581909937888 +2016-08-19 12:34:32,275 DEBUG: Best view : MRNASeq +2016-08-19 12:34:32,322 DEBUG: Start: Iteration 140 +2016-08-19 12:34:32,622 DEBUG: View 0 : 0.758169934641 +2016-08-19 12:34:32,634 DEBUG: View 1 : 0.675595238095 +2016-08-19 12:34:32,896 DEBUG: View 3 : 0.491600353669 +2016-08-19 12:34:32,999 DEBUG: View 2 : 0.550918405598 +2016-08-19 12:34:33,280 DEBUG: View 4 : 0.501873417722 +2016-08-19 12:34:33,920 DEBUG: Best view : Methyl_ +2016-08-19 12:34:33,966 DEBUG: Start: Iteration 141 +2016-08-19 12:34:34,312 DEBUG: View 1 : 0.531923076923 +2016-08-19 12:34:34,312 DEBUG: View 0 : 0.391394046566 +2016-08-19 12:34:34,604 DEBUG: View 3 : 0.520778843359 +2016-08-19 12:34:34,732 DEBUG: View 2 : 0.535504383852 +2016-08-19 12:34:35,063 DEBUG: View 4 : 0.567789968652 +2016-08-19 12:34:35,816 DEBUG: Best view : MRNASeq +2016-08-19 12:34:35,864 DEBUG: Start: Iteration 142 +2016-08-19 12:34:36,202 DEBUG: View 0 : 0.512169312169 +2016-08-19 12:34:36,216 DEBUG: View 1 : 0.629206991189 +2016-08-19 12:34:36,503 DEBUG: View 3 : 0.545377528328 +2016-08-19 12:34:36,632 DEBUG: View 2 : 0.557602310067 +2016-08-19 12:34:36,902 DEBUG: View 4 : 0.559845559846 +2016-08-19 12:34:37,585 DEBUG: Best view : MiRNA__ +2016-08-19 12:34:37,634 DEBUG: Start: Iteration 143 +2016-08-19 12:34:37,942 DEBUG: View 0 : 0.748737373737 +2016-08-19 12:34:37,952 DEBUG: View 1 : 0.567204301075 +2016-08-19 12:34:38,217 DEBUG: View 3 : 0.607909358318 +2016-08-19 12:34:38,337 DEBUG: View 2 : 0.563460071903 +2016-08-19 12:34:38,654 DEBUG: View 4 : 0.519327731092 +2016-08-19 12:34:39,412 DEBUG: Best view : Methyl_ +2016-08-19 12:34:39,464 DEBUG: Start: Iteration 144 +2016-08-19 12:34:39,805 DEBUG: View 0 : 0.517195767196 +2016-08-19 12:34:39,817 DEBUG: View 1 : 0.685475708502 +2016-08-19 12:34:40,106 DEBUG: View 3 : 0.52251552795 +2016-08-19 12:34:40,226 DEBUG: View 2 : 0.536730769231 +2016-08-19 12:34:40,520 DEBUG: View 4 : 0.521008403361 +2016-08-19 12:34:41,281 DEBUG: Best view : MiRNA__ +2016-08-19 12:34:41,331 DEBUG: Start: Iteration 145 +2016-08-19 12:34:41,682 DEBUG: View 0 : 0.451918976546 +2016-08-19 12:34:41,696 DEBUG: View 1 : 0.628826530612 +2016-08-19 12:34:41,963 DEBUG: View 3 : 0.585550935551 +2016-08-19 12:34:42,073 DEBUG: View 2 : 0.533044733045 +2016-08-19 12:34:42,359 DEBUG: View 4 : 0.541235428696 +2016-08-19 12:34:43,060 DEBUG: Best view : Clinic_ +2016-08-19 12:34:43,108 DEBUG: Start: Iteration 146 +2016-08-19 12:34:43,416 DEBUG: View 0 : 0.5125 +2016-08-19 12:34:43,426 DEBUG: View 1 : 0.814209419 +2016-08-19 12:34:43,687 DEBUG: View 3 : 0.649284534948 +2016-08-19 12:34:43,793 DEBUG: View 2 : 0.553921568627 +2016-08-19 12:34:44,071 DEBUG: View 4 : 0.53622483711 +2016-08-19 12:34:44,725 DEBUG: Best view : MiRNA__ +2016-08-19 12:34:44,773 DEBUG: Start: Iteration 147 +2016-08-19 12:34:45,071 DEBUG: View 0 : 0.572706328771 +2016-08-19 12:34:45,083 DEBUG: View 1 : 0.376020087884 +2016-08-19 12:34:45,355 DEBUG: View 3 : 0.557061126167 +2016-08-19 12:34:45,455 DEBUG: View 2 : 0.551045679692 +2016-08-19 12:34:45,733 DEBUG: View 4 : 0.584283342557 +2016-08-19 12:34:46,367 DEBUG: Best view : MRNASeq +2016-08-19 12:34:46,414 DEBUG: Start: Iteration 148 +2016-08-19 12:34:46,725 DEBUG: View 0 : 0.433846153846 +2016-08-19 12:34:46,735 DEBUG: View 1 : 0.550802139037 +2016-08-19 12:34:46,994 DEBUG: View 3 : 0.538912579957 +2016-08-19 12:34:47,098 DEBUG: View 2 : 0.506204906205 +2016-08-19 12:34:47,383 DEBUG: View 4 : 0.596797036714 +2016-08-19 12:34:48,150 DEBUG: Best view : MRNASeq +2016-08-19 12:34:48,199 DEBUG: Start: Iteration 149 +2016-08-19 12:34:48,458 DEBUG: View 0 : 0.554061895551 +2016-08-19 12:34:48,468 DEBUG: View 1 : 0.653645833333 +2016-08-19 12:34:48,726 DEBUG: View 3 : 0.57380952381 +2016-08-19 12:34:48,828 DEBUG: View 2 : 0.563194444444 +2016-08-19 12:34:49,110 DEBUG: View 4 : 0.5625 +2016-08-19 12:34:49,822 DEBUG: Best view : Clinic_ +2016-08-19 12:34:49,876 DEBUG: Start: Iteration 150 +2016-08-19 12:34:50,158 DEBUG: View 0 : 0.557701593433 +2016-08-19 12:34:50,168 DEBUG: View 1 : 0.566489361702 +2016-08-19 12:34:50,443 DEBUG: View 3 : 0.681999416513 +2016-08-19 12:34:50,550 DEBUG: View 2 : 0.576685855263 +2016-08-19 12:34:50,866 DEBUG: View 4 : 0.536764705882 +2016-08-19 12:34:51,626 DEBUG: Best view : Clinic_ +2016-08-19 12:34:51,678 DEBUG: Start: Iteration 151 +2016-08-19 12:34:51,963 DEBUG: View 0 : 0.453907203907 +2016-08-19 12:34:51,974 DEBUG: View 1 : 0.5125 +2016-08-19 12:34:52,249 DEBUG: View 3 : 0.46511627907 +2016-08-19 12:34:52,351 DEBUG: View 2 : 0.539473684211 +2016-08-19 12:34:52,643 DEBUG: View 4 : 0.520175438596 +2016-08-19 12:34:53,305 DEBUG: Best view : MiRNA__ +2016-08-19 12:34:53,355 DEBUG: Start: Iteration 152 +2016-08-19 12:34:53,659 DEBUG: View 0 : 0.363848101266 +2016-08-19 12:34:53,670 DEBUG: View 1 : 0.620105820106 +2016-08-19 12:34:53,933 DEBUG: View 3 : 0.522115384615 +2016-08-19 12:34:54,038 DEBUG: View 2 : 0.590053114437 +2016-08-19 12:34:54,318 DEBUG: View 4 : 0.56974789916 +2016-08-19 12:34:54,981 DEBUG: Best view : RNASeq_ +2016-08-19 12:34:55,031 DEBUG: Start: Iteration 153 +2016-08-19 12:34:55,292 DEBUG: View 0 : 0.459558823529 +2016-08-19 12:34:55,304 DEBUG: View 1 : 0.390374331551 +2016-08-19 12:34:55,599 DEBUG: View 3 : 0.599206349206 +2016-08-19 12:34:55,703 DEBUG: View 2 : 0.566200657895 +2016-08-19 12:34:55,986 DEBUG: View 4 : 0.494091812193 +2016-08-19 12:34:56,650 DEBUG: Best view : Clinic_ +2016-08-19 12:34:56,701 DEBUG: Start: Iteration 154 +2016-08-19 12:34:57,014 DEBUG: View 0 : 0.446728759655 +2016-08-19 12:34:57,026 DEBUG: View 1 : 0.459198454853 +2016-08-19 12:34:57,297 DEBUG: View 3 : 0.592613636364 +2016-08-19 12:34:57,429 DEBUG: View 2 : 0.586805555556 +2016-08-19 12:34:57,707 DEBUG: View 4 : 0.52253164557 +2016-08-19 12:34:58,427 DEBUG: Best view : Clinic_ +2016-08-19 12:34:58,478 DEBUG: Start: Iteration 155 +2016-08-19 12:34:58,791 DEBUG: View 0 : 0.552817261479 +2016-08-19 12:34:58,803 DEBUG: View 1 : 0.550324675325 +2016-08-19 12:34:59,064 DEBUG: View 3 : 0.528625399593 +2016-08-19 12:34:59,168 DEBUG: View 2 : 0.555715460526 +2016-08-19 12:34:59,451 DEBUG: View 4 : 0.52253164557 +2016-08-19 12:35:00,214 DEBUG: Best view : RNASeq_ +2016-08-19 12:35:00,264 DEBUG: Start: Iteration 156 +2016-08-19 12:35:00,571 DEBUG: View 0 : 0.539262820513 +2016-08-19 12:35:00,580 DEBUG: View 1 : 0.819095477387 +2016-08-19 12:35:00,846 DEBUG: View 3 : 0.51164161509 +2016-08-19 12:35:00,949 DEBUG: View 2 : 0.614285714286 +2016-08-19 12:35:01,231 DEBUG: View 4 : 0.530254206946 +2016-08-19 12:35:02,030 DEBUG: Best view : RNASeq_ +2016-08-19 12:35:02,081 DEBUG: Start: Iteration 157 +2016-08-19 12:35:02,323 DEBUG: View 0 : 0.54682324601 +2016-08-19 12:35:02,333 DEBUG: View 1 : 0.561881188119 +2016-08-19 12:35:02,594 DEBUG: View 3 : 0.511330561331 +2016-08-19 12:35:02,699 DEBUG: View 2 : 0.546875 +2016-08-19 12:35:02,980 DEBUG: View 4 : 0.558088465963 +2016-08-19 12:35:03,730 DEBUG: Best view : MRNASeq +2016-08-19 12:35:03,783 DEBUG: Start: Iteration 158 +2016-08-19 12:35:04,115 DEBUG: View 0 : 0.76976284585 +2016-08-19 12:35:04,126 DEBUG: View 1 : 0.628270348837 +2016-08-19 12:35:04,398 DEBUG: View 3 : 0.550415052573 +2016-08-19 12:35:04,511 DEBUG: View 2 : 0.540801545147 +2016-08-19 12:35:04,796 DEBUG: View 4 : 0.543522267206 +2016-08-19 12:35:05,604 DEBUG: Best view : Methyl_ +2016-08-19 12:35:05,660 DEBUG: Start: Iteration 159 +2016-08-19 12:35:05,934 DEBUG: View 0 : 0.508005386802 +2016-08-19 12:35:05,944 DEBUG: View 1 : 0.728042328042 +2016-08-19 12:35:06,219 DEBUG: View 3 : 0.555159456595 +2016-08-19 12:35:06,362 DEBUG: View 2 : 0.561918396564 +2016-08-19 12:35:06,634 DEBUG: View 4 : 0.507836990596 +2016-08-19 12:35:07,364 DEBUG: Best view : MiRNA__ +2016-08-19 12:35:07,416 DEBUG: Start: Iteration 160 +2016-08-19 12:35:07,676 DEBUG: View 0 : 0.589285714286 +2016-08-19 12:35:07,686 DEBUG: View 1 : 0.476641414141 +2016-08-19 12:35:07,944 DEBUG: View 3 : 0.521990740741 +2016-08-19 12:35:08,045 DEBUG: View 2 : 0.517712550607 +2016-08-19 12:35:08,326 DEBUG: View 4 : 0.531087564974 +2016-08-19 12:35:09,056 DEBUG: Best view : Methyl_ +2016-08-19 12:35:09,108 DEBUG: Start: Iteration 161 +2016-08-19 12:35:09,411 DEBUG: View 0 : 0.538173185056 +2016-08-19 12:35:09,422 DEBUG: View 1 : 0.669677807889 +2016-08-19 12:35:09,687 DEBUG: View 3 : 0.580592105263 +2016-08-19 12:35:09,832 DEBUG: View 2 : 0.545060306275 +2016-08-19 12:35:10,133 DEBUG: View 4 : 0.480458221024 +2016-08-19 12:35:10,871 DEBUG: Best view : MiRNA__ +2016-08-19 12:35:10,923 DEBUG: Start: Iteration 162 +2016-08-19 12:35:11,159 DEBUG: View 0 : 0.546777950311 +2016-08-19 12:35:11,172 DEBUG: View 1 : 0.668518518519 +2016-08-19 12:35:11,432 DEBUG: View 3 : 0.471833881579 +2016-08-19 12:35:11,538 DEBUG: View 2 : 0.540283886445 +2016-08-19 12:35:11,828 DEBUG: View 4 : 0.592264477096 +2016-08-19 12:35:12,665 DEBUG: Best view : MRNASeq +2016-08-19 12:35:12,718 DEBUG: Start: Iteration 163 +2016-08-19 12:35:12,957 DEBUG: View 0 : 0.459278350515 +2016-08-19 12:35:12,970 DEBUG: View 1 : 0.44 +2016-08-19 12:35:13,231 DEBUG: View 3 : 0.692612942613 +2016-08-19 12:35:13,333 DEBUG: View 2 : 0.46875 +2016-08-19 12:35:13,611 DEBUG: View 4 : 0.542313664596 +2016-08-19 12:35:14,391 DEBUG: Best view : Clinic_ +2016-08-19 12:35:14,444 DEBUG: Start: Iteration 164 +2016-08-19 12:35:14,711 DEBUG: View 0 : 0.5125 +2016-08-19 12:35:14,723 DEBUG: View 1 : 0.320618800189 +2016-08-19 12:35:14,985 DEBUG: View 3 : 0.561744768641 +2016-08-19 12:35:15,088 DEBUG: View 2 : 0.555133928571 +2016-08-19 12:35:15,367 DEBUG: View 4 : 0.545317675399 +2016-08-19 12:35:16,111 DEBUG: Best view : RNASeq_ +2016-08-19 12:35:16,164 DEBUG: Start: Iteration 165 +2016-08-19 12:35:16,431 DEBUG: View 0 : 0.553271240345 +2016-08-19 12:35:16,444 DEBUG: View 1 : 0.473020186335 +2016-08-19 12:35:16,707 DEBUG: View 3 : 0.608141447368 +2016-08-19 12:35:16,809 DEBUG: View 2 : 0.528038379531 +2016-08-19 12:35:17,092 DEBUG: View 4 : 0.570542635659 +2016-08-19 12:35:17,829 DEBUG: Best view : Clinic_ +2016-08-19 12:35:17,883 DEBUG: Start: Iteration 166 +2016-08-19 12:35:18,137 DEBUG: View 0 : 0.621476510067 +2016-08-19 12:35:18,147 DEBUG: View 1 : 0.504738878143 +2016-08-19 12:35:18,407 DEBUG: View 3 : 0.433794466403 +2016-08-19 12:35:18,509 DEBUG: View 2 : 0.541283486605 +2016-08-19 12:35:18,789 DEBUG: View 4 : 0.539125622579 +2016-08-19 12:35:19,544 DEBUG: Best view : MRNASeq +2016-08-19 12:35:19,598 DEBUG: Start: Iteration 167 +2016-08-19 12:35:19,835 DEBUG: View 0 : 0.503826016915 +2016-08-19 12:35:19,846 DEBUG: View 1 : 0.642481203008 +2016-08-19 12:35:20,106 DEBUG: View 3 : 0.491902834008 +2016-08-19 12:35:20,212 DEBUG: View 2 : 0.509696121551 +2016-08-19 12:35:20,492 DEBUG: View 4 : 0.533333333333 +2016-08-19 12:35:21,273 DEBUG: Best view : MiRNA__ +2016-08-19 12:35:21,326 DEBUG: Start: Iteration 168 +2016-08-19 12:35:21,564 DEBUG: View 0 : 0.546092796093 +2016-08-19 12:35:21,576 DEBUG: View 1 : 0.558267945365 +2016-08-19 12:35:21,835 DEBUG: View 3 : 0.588071293438 +2016-08-19 12:35:21,937 DEBUG: View 2 : 0.518548387097 +2016-08-19 12:35:22,216 DEBUG: View 4 : 0.541703507221 +2016-08-19 12:35:22,993 DEBUG: Best view : Clinic_ +2016-08-19 12:35:23,047 DEBUG: Start: Iteration 169 +2016-08-19 12:35:23,349 DEBUG: View 0 : 0.562479247371 +2016-08-19 12:35:23,360 DEBUG: View 1 : 0.454166666667 +2016-08-19 12:35:23,619 DEBUG: View 3 : 0.507777777778 +2016-08-19 12:35:23,719 DEBUG: View 2 : 0.504054714216 +2016-08-19 12:35:24,003 DEBUG: View 4 : 0.557232704403 +2016-08-19 12:35:24,720 DEBUG: Best view : MRNASeq +2016-08-19 12:35:24,774 DEBUG: Start: Iteration 170 +2016-08-19 12:35:25,087 DEBUG: View 0 : 0.549415204678 +2016-08-19 12:35:25,099 DEBUG: View 1 : 0.663705435418 +2016-08-19 12:35:25,358 DEBUG: View 3 : 0.72515876893 +2016-08-19 12:35:25,462 DEBUG: View 2 : 0.559663865546 +2016-08-19 12:35:25,743 DEBUG: View 4 : 0.574948024948 +2016-08-19 12:35:26,588 DEBUG: Best view : Clinic_ +2016-08-19 12:35:26,644 DEBUG: Start: Iteration 171 +2016-08-19 12:35:26,899 DEBUG: View 0 : 0.512849162011 +2016-08-19 12:35:26,911 DEBUG: View 1 : 0.716582914573 +2016-08-19 12:35:27,182 DEBUG: View 3 : 0.500292397661 +2016-08-19 12:35:27,290 DEBUG: View 2 : 0.525389702409 +2016-08-19 12:35:27,584 DEBUG: View 4 : 0.499713401353 +2016-08-19 12:35:28,363 DEBUG: Best view : MiRNA__ +2016-08-19 12:35:28,419 DEBUG: Start: Iteration 172 +2016-08-19 12:35:28,657 DEBUG: View 0 : 0.557692307692 +2016-08-19 12:35:28,667 DEBUG: View 1 : 0.64898989899 +2016-08-19 12:35:28,940 DEBUG: View 3 : 0.541057367829 +2016-08-19 12:35:29,049 DEBUG: View 2 : 0.553742203742 +2016-08-19 12:35:29,328 DEBUG: View 4 : 0.501201576468 +2016-08-19 12:35:30,126 DEBUG: Best view : MiRNA__ +2016-08-19 12:35:30,181 DEBUG: Start: Iteration 173 +2016-08-19 12:35:30,489 DEBUG: View 0 : 0.447713097713 +2016-08-19 12:35:30,500 DEBUG: View 1 : 0.530853761623 +2016-08-19 12:35:30,761 DEBUG: View 3 : 0.576388888889 +2016-08-19 12:35:30,863 DEBUG: View 2 : 0.572993912562 +2016-08-19 12:35:31,143 DEBUG: View 4 : 0.568181818182 +2016-08-19 12:35:31,878 DEBUG: Best view : RNASeq_ +2016-08-19 12:35:31,932 DEBUG: Start: Iteration 174 +2016-08-19 12:35:32,191 DEBUG: View 0 : 0.442950581395 +2016-08-19 12:35:32,201 DEBUG: View 1 : 0.798701298701 +2016-08-19 12:35:32,462 DEBUG: View 3 : 0.558883317523 +2016-08-19 12:35:32,563 DEBUG: View 2 : 0.550415052573 +2016-08-19 12:35:32,848 DEBUG: View 4 : 0.485042735043 +2016-08-19 12:35:33,580 DEBUG: Best view : MiRNA__ +2016-08-19 12:35:33,634 DEBUG: Start: Iteration 175 +2016-08-19 12:35:33,932 DEBUG: View 0 : 0.442950581395 +2016-08-19 12:35:33,942 DEBUG: View 1 : 0.433673469388 +2016-08-19 12:35:34,206 DEBUG: View 3 : 0.516017316017 +2016-08-19 12:35:34,312 DEBUG: View 2 : 0.53168287651 +2016-08-19 12:35:34,622 DEBUG: View 4 : 0.600752901809 +2016-08-19 12:35:35,524 DEBUG: Best view : MRNASeq +2016-08-19 12:35:35,584 DEBUG: Start: Iteration 176 +2016-08-19 12:35:35,882 DEBUG: View 0 : 0.545426356589 +2016-08-19 12:35:35,891 DEBUG: View 1 : 0.732925105982 +2016-08-19 12:35:36,156 DEBUG: View 3 : 0.506928668787 +2016-08-19 12:35:36,263 DEBUG: View 2 : 0.433794466403 +2016-08-19 12:35:36,540 DEBUG: View 4 : 0.569959677419 +2016-08-19 12:35:37,312 DEBUG: Best view : MiRNA__ +2016-08-19 12:35:37,369 DEBUG: Start: Iteration 177 +2016-08-19 12:35:37,677 DEBUG: View 0 : 0.562169312169 +2016-08-19 12:35:37,687 DEBUG: View 1 : 0.593162393162 +2016-08-19 12:35:37,949 DEBUG: View 3 : 0.635417679665 +2016-08-19 12:35:38,056 DEBUG: View 2 : 0.530116959064 +2016-08-19 12:35:38,340 DEBUG: View 4 : 0.545454545455 +2016-08-19 12:35:39,079 DEBUG: Best view : Clinic_ +2016-08-19 12:35:39,136 DEBUG: Start: Iteration 178 +2016-08-19 12:35:39,442 DEBUG: View 0 : 0.637735109718 +2016-08-19 12:35:39,454 DEBUG: View 1 : 0.561344537815 +2016-08-19 12:35:39,771 DEBUG: View 3 : 0.499516908213 +2016-08-19 12:35:39,933 DEBUG: View 2 : 0.538017879458 +2016-08-19 12:35:40,196 DEBUG: View 4 : 0.533288370749 +2016-08-19 12:35:40,950 DEBUG: Best view : Methyl_ +2016-08-19 12:35:41,007 DEBUG: Start: Iteration 179 +2016-08-19 12:35:41,269 DEBUG: View 0 : 0.491994613198 +2016-08-19 12:35:41,279 DEBUG: View 1 : 0.350627413127 +2016-08-19 12:35:41,548 DEBUG: View 3 : 0.577669310555 +2016-08-19 12:35:41,685 DEBUG: View 2 : 0.544584139265 +2016-08-19 12:35:41,975 DEBUG: View 4 : 0.544476914085 +2016-08-19 12:35:42,784 DEBUG: Best view : Clinic_ +2016-08-19 12:35:42,842 DEBUG: Start: Iteration 180 +2016-08-19 12:35:43,101 DEBUG: View 0 : 0.546875 +2016-08-19 12:35:43,111 DEBUG: View 1 : 0.532554061952 +2016-08-19 12:35:43,377 DEBUG: View 3 : 0.603640454034 +2016-08-19 12:35:43,498 DEBUG: View 2 : 0.566517857143 +2016-08-19 12:35:43,788 DEBUG: View 4 : 0.543139293139 +2016-08-19 12:35:44,567 DEBUG: Best view : Clinic_ +2016-08-19 12:35:44,624 DEBUG: Start: Iteration 181 +2016-08-19 12:35:44,895 DEBUG: View 0 : 0.530116959064 +2016-08-19 12:35:44,905 DEBUG: View 1 : 0.417860827697 +2016-08-19 12:35:45,175 DEBUG: View 3 : 0.686342136382 +2016-08-19 12:35:45,279 DEBUG: View 2 : 0.529553330766 +2016-08-19 12:35:45,563 DEBUG: View 4 : 0.50541978715 +2016-08-19 12:35:46,337 DEBUG: Best view : Clinic_ +2016-08-19 12:35:46,395 DEBUG: Start: Iteration 182 +2016-08-19 12:35:46,695 DEBUG: View 0 : 0.641909814324 +2016-08-19 12:35:46,707 DEBUG: View 1 : 0.527060198714 +2016-08-19 12:35:46,967 DEBUG: View 3 : 0.599611587636 +2016-08-19 12:35:47,070 DEBUG: View 2 : 0.561744768641 +2016-08-19 12:35:47,349 DEBUG: View 4 : 0.52582972583 +2016-08-19 12:35:48,162 DEBUG: Best view : Methyl_ +2016-08-19 12:35:48,222 DEBUG: Start: Iteration 183 +2016-08-19 12:35:48,537 DEBUG: View 0 : 0.610416666667 +2016-08-19 12:35:48,548 DEBUG: View 1 : 0.395047575375 +2016-08-19 12:35:48,877 DEBUG: View 3 : 0.507836990596 +2016-08-19 12:35:49,002 DEBUG: View 2 : 0.566980832363 +2016-08-19 12:35:49,285 DEBUG: View 4 : 0.584506329114 +2016-08-19 12:35:50,099 DEBUG: Best view : Methyl_ +2016-08-19 12:35:50,168 DEBUG: Start: Iteration 184 +2016-08-19 12:35:50,500 DEBUG: View 0 : 0.549772151899 +2016-08-19 12:35:50,509 DEBUG: View 1 : 0.350384615385 +2016-08-19 12:35:50,786 DEBUG: View 3 : 0.499335310359 +2016-08-19 12:35:50,925 DEBUG: View 2 : 0.523267993416 +2016-08-19 12:35:51,188 DEBUG: View 4 : 0.517261904762 +2016-08-19 12:35:52,122 DEBUG: Best view : RNASeq_ +2016-08-19 12:35:52,181 DEBUG: Start: Iteration 185 +2016-08-19 12:35:52,434 DEBUG: View 0 : 0.623952211196 +2016-08-19 12:35:52,444 DEBUG: View 1 : 0.69229895502 +2016-08-19 12:35:52,729 DEBUG: View 3 : 0.553571428571 +2016-08-19 12:35:52,844 DEBUG: View 2 : 0.535610465116 +2016-08-19 12:35:53,128 DEBUG: View 4 : 0.536878881988 +2016-08-19 12:35:53,985 DEBUG: Best view : MiRNA__ +2016-08-19 12:35:54,043 DEBUG: Start: Iteration 186 +2016-08-19 12:35:54,365 DEBUG: View 0 : 0.508928571429 +2016-08-19 12:35:54,376 DEBUG: View 1 : 0.596153846154 +2016-08-19 12:35:54,669 DEBUG: View 3 : 0.600789993417 +2016-08-19 12:35:54,782 DEBUG: View 2 : 0.562481962482 +2016-08-19 12:35:55,145 DEBUG: View 4 : 0.555159456595 +2016-08-19 12:35:56,062 DEBUG: Best view : Clinic_ +2016-08-19 12:35:56,128 DEBUG: Start: Iteration 187 +2016-08-19 12:35:56,370 DEBUG: View 0 : 0.594742606791 +2016-08-19 12:35:56,380 DEBUG: View 1 : 0.3984375 +2016-08-19 12:35:56,651 DEBUG: View 3 : 0.549019607843 +2016-08-19 12:35:56,756 DEBUG: View 2 : 0.479108356657 +2016-08-19 12:35:57,045 DEBUG: View 4 : 0.554267310789 +2016-08-19 12:35:57,918 DEBUG: Best view : Clinic_ +2016-08-19 12:35:57,983 DEBUG: Start: Iteration 188 +2016-08-19 12:35:58,291 DEBUG: View 0 : 0.482804232804 +2016-08-19 12:35:58,301 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:35:58,566 DEBUG: View 3 : 0.600669642857 +2016-08-19 12:35:58,671 DEBUG: View 2 : 0.594516594517 +2016-08-19 12:35:58,963 DEBUG: View 4 : 0.545060306275 +2016-08-19 12:35:59,886 DEBUG: Best view : Clinic_ +2016-08-19 12:35:59,947 DEBUG: Start: Iteration 189 +2016-08-19 12:36:00,272 DEBUG: View 0 : 0.446728759655 +2016-08-19 12:36:00,284 DEBUG: View 1 : 0.456870563065 +2016-08-19 12:36:00,554 DEBUG: View 3 : 0.59328358209 +2016-08-19 12:36:00,677 DEBUG: View 2 : 0.538173185056 +2016-08-19 12:36:00,992 DEBUG: View 4 : 0.505911089399 +2016-08-19 12:36:01,884 DEBUG: Best view : Clinic_ +2016-08-19 12:36:01,946 DEBUG: Start: Iteration 190 +2016-08-19 12:36:02,256 DEBUG: View 0 : 0.424418604651 +2016-08-19 12:36:02,268 DEBUG: View 1 : 0.53065969195 +2016-08-19 12:36:02,567 DEBUG: View 3 : 0.559663865546 +2016-08-19 12:36:02,714 DEBUG: View 2 : 0.519570707071 +2016-08-19 12:36:03,071 DEBUG: View 4 : 0.532860759494 +2016-08-19 12:36:03,930 DEBUG: Best view : Clinic_ +2016-08-19 12:36:03,989 DEBUG: Start: Iteration 191 +2016-08-19 12:36:04,296 DEBUG: View 0 : 0.559010396611 +2016-08-19 12:36:04,308 DEBUG: View 1 : 0.672080132257 +2016-08-19 12:36:04,571 DEBUG: View 3 : 0.524039829303 +2016-08-19 12:36:04,676 DEBUG: View 2 : 0.57417794971 +2016-08-19 12:36:04,952 DEBUG: View 4 : 0.517829457364 +2016-08-19 12:36:05,851 DEBUG: Best view : MiRNA__ +2016-08-19 12:36:05,913 DEBUG: Start: Iteration 192 +2016-08-19 12:36:06,222 DEBUG: View 0 : 0.42893081761 +2016-08-19 12:36:06,238 DEBUG: View 1 : 0.551837339828 +2016-08-19 12:36:06,510 DEBUG: View 3 : 0.592263094762 +2016-08-19 12:36:06,626 DEBUG: View 2 : 0.468076923077 +2016-08-19 12:36:06,933 DEBUG: View 4 : 0.525498142519 +2016-08-19 12:36:07,823 DEBUG: Best view : Clinic_ +2016-08-19 12:36:07,904 DEBUG: Start: Iteration 193 +2016-08-19 12:36:08,210 DEBUG: View 0 : 0.541176470588 +2016-08-19 12:36:08,221 DEBUG: View 1 : 0.529626623377 +2016-08-19 12:36:08,493 DEBUG: View 3 : 0.577901785714 +2016-08-19 12:36:08,601 DEBUG: View 2 : 0.588235294118 +2016-08-19 12:36:08,929 DEBUG: View 4 : 0.611419010771 +2016-08-19 12:36:09,809 DEBUG: Best view : MRNASeq +2016-08-19 12:36:09,870 DEBUG: Start: Iteration 194 +2016-08-19 12:36:10,153 DEBUG: View 0 : 0.50568711542 +2016-08-19 12:36:10,162 DEBUG: View 1 : 0.628826530612 +2016-08-19 12:36:10,498 DEBUG: View 3 : 0.593520309478 +2016-08-19 12:36:10,634 DEBUG: View 2 : 0.582806573957 +2016-08-19 12:36:10,908 DEBUG: View 4 : 0.54939516129 +2016-08-19 12:36:11,788 DEBUG: Best view : Clinic_ +2016-08-19 12:36:11,850 DEBUG: Start: Iteration 195 +2016-08-19 12:36:12,205 DEBUG: View 0 : 0.486667909752 +2016-08-19 12:36:12,216 DEBUG: View 1 : 0.444766505636 +2016-08-19 12:36:12,506 DEBUG: View 3 : 0.741515122046 +2016-08-19 12:36:12,611 DEBUG: View 2 : 0.528213015476 +2016-08-19 12:36:12,936 DEBUG: View 4 : 0.484150688891 +2016-08-19 12:36:13,797 DEBUG: Best view : Clinic_ +2016-08-19 12:36:13,857 DEBUG: Start: Iteration 196 +2016-08-19 12:36:14,171 DEBUG: View 0 : 0.573768677366 +2016-08-19 12:36:14,185 DEBUG: View 1 : 0.564432989691 +2016-08-19 12:36:14,451 DEBUG: View 3 : 0.523099850969 +2016-08-19 12:36:14,553 DEBUG: View 2 : 0.527133326695 +2016-08-19 12:36:14,836 DEBUG: View 4 : 0.530116959064 +2016-08-19 12:36:15,745 DEBUG: Best view : MiRNA__ +2016-08-19 12:36:15,805 DEBUG: Start: Iteration 197 +2016-08-19 12:36:16,109 DEBUG: View 0 : 0.557692307692 +2016-08-19 12:36:16,122 DEBUG: View 1 : 0.303606621994 +2016-08-19 12:36:16,387 DEBUG: View 3 : 0.562770979863 +2016-08-19 12:36:16,489 DEBUG: View 2 : 0.519734308818 +2016-08-19 12:36:16,770 DEBUG: View 4 : 0.547445982276 +2016-08-19 12:36:17,642 DEBUG: Best view : Clinic_ +2016-08-19 12:36:17,703 DEBUG: Start: Iteration 198 +2016-08-19 12:36:17,969 DEBUG: View 0 : 0.634523809524 +2016-08-19 12:36:17,980 DEBUG: View 1 : 0.671481481481 +2016-08-19 12:36:18,263 DEBUG: View 3 : 0.615195112337 +2016-08-19 12:36:18,376 DEBUG: View 2 : 0.53168287651 +2016-08-19 12:36:18,681 DEBUG: View 4 : 0.577782131661 +2016-08-19 12:36:19,652 DEBUG: Best view : MiRNA__ +2016-08-19 12:36:19,716 DEBUG: Start: Iteration 199 +2016-08-19 12:36:19,985 DEBUG: View 0 : 0.452177256561 +2016-08-19 12:36:19,999 DEBUG: View 1 : 0.634308510638 +2016-08-19 12:36:20,274 DEBUG: View 3 : 0.54419729207 +2016-08-19 12:36:20,385 DEBUG: View 2 : 0.54707044108 +2016-08-19 12:36:20,679 DEBUG: View 4 : 0.518548387097 +2016-08-19 12:36:21,567 DEBUG: Best view : MiRNA__ +2016-08-19 12:36:21,628 DEBUG: Start: Iteration 200 +2016-08-19 12:36:21,886 DEBUG: View 0 : 0.549191374663 +2016-08-19 12:36:21,897 DEBUG: View 1 : 0.646802325581 +2016-08-19 12:36:22,156 DEBUG: View 3 : 0.612713178295 +2016-08-19 12:36:22,260 DEBUG: View 2 : 0.56369047619 +2016-08-19 12:36:22,540 DEBUG: View 4 : 0.553883732291 +2016-08-19 12:36:23,418 DEBUG: Best view : Clinic_ +2016-08-19 12:36:23,481 DEBUG: Start: Iteration 201 +2016-08-19 12:36:23,721 DEBUG: View 0 : 0.543206793207 +2016-08-19 12:36:23,734 DEBUG: View 1 : 0.587774294671 +2016-08-19 12:36:23,994 DEBUG: View 3 : 0.676838659992 +2016-08-19 12:36:24,096 DEBUG: View 2 : 0.555133928571 +2016-08-19 12:36:24,373 DEBUG: View 4 : 0.549579831933 +2016-08-19 12:36:25,281 DEBUG: Best view : Clinic_ +2016-08-19 12:36:25,345 DEBUG: Start: Iteration 202 +2016-08-19 12:36:25,671 DEBUG: View 0 : 0.610416666667 +2016-08-19 12:36:25,681 DEBUG: View 1 : 0.681979215872 +2016-08-19 12:36:25,949 DEBUG: View 3 : 0.653394048502 +2016-08-19 12:36:26,060 DEBUG: View 2 : 0.491050320838 +2016-08-19 12:36:26,346 DEBUG: View 4 : 0.489253660841 +2016-08-19 12:36:27,255 DEBUG: Best view : MiRNA__ +2016-08-19 12:36:27,318 DEBUG: Start: Iteration 203 +2016-08-19 12:36:27,564 DEBUG: View 0 : 0.517080745342 +2016-08-19 12:36:27,574 DEBUG: View 1 : 0.593746946751 +2016-08-19 12:36:27,835 DEBUG: View 3 : 0.676290894758 +2016-08-19 12:36:27,939 DEBUG: View 2 : 0.616014026885 +2016-08-19 12:36:28,215 DEBUG: View 4 : 0.502170920258 +2016-08-19 12:36:29,120 DEBUG: Best view : Clinic_ +2016-08-19 12:36:29,183 DEBUG: Start: Iteration 204 +2016-08-19 12:36:29,415 DEBUG: View 0 : 0.551700772462 +2016-08-19 12:36:29,426 DEBUG: View 1 : 0.653391053391 +2016-08-19 12:36:29,693 DEBUG: View 3 : 0.636780383795 +2016-08-19 12:36:29,794 DEBUG: View 2 : 0.514015535292 +2016-08-19 12:36:30,078 DEBUG: View 4 : 0.55567599527 +2016-08-19 12:36:30,996 DEBUG: Best view : MiRNA__ +2016-08-19 12:36:31,060 DEBUG: Start: Iteration 205 +2016-08-19 12:36:31,293 DEBUG: View 0 : 0.557692307692 +2016-08-19 12:36:31,304 DEBUG: View 1 : 0.657638888889 +2016-08-19 12:36:31,573 DEBUG: View 3 : 0.543917928676 +2016-08-19 12:36:31,686 DEBUG: View 2 : 0.485396518375 +2016-08-19 12:36:31,967 DEBUG: View 4 : 0.526556776557 +2016-08-19 12:36:32,851 DEBUG: Best view : MiRNA__ +2016-08-19 12:36:32,915 DEBUG: Start: Iteration 206 +2016-08-19 12:36:33,168 DEBUG: View 0 : 0.543206793207 +2016-08-19 12:36:33,178 DEBUG: View 1 : 0.570273003033 +2016-08-19 12:36:33,436 DEBUG: View 3 : 0.506928668787 +2016-08-19 12:36:33,539 DEBUG: View 2 : 0.551724137931 +2016-08-19 12:36:33,819 DEBUG: View 4 : 0.543317230274 +2016-08-19 12:36:34,720 DEBUG: Best view : MiRNA__ +2016-08-19 12:36:34,784 DEBUG: Start: Iteration 207 +2016-08-19 12:36:35,055 DEBUG: View 0 : 0.54939516129 +2016-08-19 12:36:35,066 DEBUG: View 1 : 0.562770979863 +2016-08-19 12:36:35,325 DEBUG: View 3 : 0.528166118421 +2016-08-19 12:36:35,430 DEBUG: View 2 : 0.565217391304 +2016-08-19 12:36:35,712 DEBUG: View 4 : 0.558883317523 +2016-08-19 12:36:36,605 DEBUG: Best view : MRNASeq +2016-08-19 12:36:36,670 DEBUG: Start: Iteration 208 +2016-08-19 12:36:36,972 DEBUG: View 0 : 0.553742203742 +2016-08-19 12:36:36,983 DEBUG: View 1 : 0.651282051282 +2016-08-19 12:36:37,249 DEBUG: View 3 : 0.724961180124 +2016-08-19 12:36:37,379 DEBUG: View 2 : 0.569887787341 +2016-08-19 12:36:37,660 DEBUG: View 4 : 0.611847922193 +2016-08-19 12:36:38,595 DEBUG: Best view : Clinic_ +2016-08-19 12:36:38,662 DEBUG: Start: Iteration 209 +2016-08-19 12:36:38,988 DEBUG: View 0 : 0.45580270793 +2016-08-19 12:36:38,998 DEBUG: View 1 : 0.600435097897 +2016-08-19 12:36:39,257 DEBUG: View 3 : 0.545774303859 +2016-08-19 12:36:39,359 DEBUG: View 2 : 0.591919191919 +2016-08-19 12:36:39,640 DEBUG: View 4 : 0.608383949019 +2016-08-19 12:36:40,580 DEBUG: Best view : MRNASeq +2016-08-19 12:36:40,643 DEBUG: Start: Iteration 210 +2016-08-19 12:36:40,889 DEBUG: View 0 : 0.404411764706 +2016-08-19 12:36:40,899 DEBUG: View 1 : 0.732925105982 +2016-08-19 12:36:41,159 DEBUG: View 3 : 0.559663865546 +2016-08-19 12:36:41,265 DEBUG: View 2 : 0.539900387382 +2016-08-19 12:36:41,541 DEBUG: View 4 : 0.589766081871 +2016-08-19 12:36:42,471 DEBUG: Best view : MiRNA__ +2016-08-19 12:36:42,536 DEBUG: Start: Iteration 211 +2016-08-19 12:36:42,840 DEBUG: View 0 : 0.508005386802 +2016-08-19 12:36:42,853 DEBUG: View 1 : 0.627450980392 +2016-08-19 12:36:43,114 DEBUG: View 3 : 0.56 +2016-08-19 12:36:43,217 DEBUG: View 2 : 0.477208313651 +2016-08-19 12:36:43,500 DEBUG: View 4 : 0.529411764706 +2016-08-19 12:36:44,510 DEBUG: Best view : MiRNA__ +2016-08-19 12:36:44,575 DEBUG: Start: Iteration 212 +2016-08-19 12:36:44,878 DEBUG: View 0 : 0.457516339869 +2016-08-19 12:36:44,888 DEBUG: View 1 : 0.407965860597 +2016-08-19 12:36:45,151 DEBUG: View 3 : 0.551388888889 +2016-08-19 12:36:45,257 DEBUG: View 2 : 0.587910491136 +2016-08-19 12:36:45,535 DEBUG: View 4 : 0.494451490171 +2016-08-19 12:36:46,433 DEBUG: Best view : Clinic_ +2016-08-19 12:36:46,499 DEBUG: Start: Iteration 213 +2016-08-19 12:36:46,825 DEBUG: View 0 : 0.604091174752 +2016-08-19 12:36:46,839 DEBUG: View 1 : 0.685799004554 +2016-08-19 12:36:47,110 DEBUG: View 3 : 0.552212732919 +2016-08-19 12:36:47,220 DEBUG: View 2 : 0.551538461538 +2016-08-19 12:36:47,503 DEBUG: View 4 : 0.520982142857 +2016-08-19 12:36:48,440 DEBUG: Best view : MiRNA__ +2016-08-19 12:36:48,504 DEBUG: Start: Iteration 214 +2016-08-19 12:36:48,758 DEBUG: View 0 : 0.57778248438 +2016-08-19 12:36:48,771 DEBUG: View 1 : 0.611764705882 +2016-08-19 12:36:49,041 DEBUG: View 3 : 0.604157782516 +2016-08-19 12:36:49,154 DEBUG: View 2 : 0.577402221149 +2016-08-19 12:36:49,435 DEBUG: View 4 : 0.554267310789 +2016-08-19 12:36:50,336 DEBUG: Best view : Clinic_ +2016-08-19 12:36:50,400 DEBUG: Start: Iteration 215 +2016-08-19 12:36:50,705 DEBUG: View 0 : 0.555035128806 +2016-08-19 12:36:50,718 DEBUG: View 1 : 0.652818035427 +2016-08-19 12:36:50,995 DEBUG: View 3 : 0.596766409266 +2016-08-19 12:36:51,107 DEBUG: View 2 : 0.551045679692 +2016-08-19 12:36:51,383 DEBUG: View 4 : 0.54939516129 +2016-08-19 12:36:52,371 DEBUG: Best view : MiRNA__ +2016-08-19 12:36:52,437 DEBUG: Start: Iteration 216 +2016-08-19 12:36:52,684 DEBUG: View 0 : 0.520588235294 +2016-08-19 12:36:52,695 DEBUG: View 1 : 0.622865853659 +2016-08-19 12:36:52,956 DEBUG: View 3 : 0.523267993416 +2016-08-19 12:36:53,057 DEBUG: View 2 : 0.530116959064 +2016-08-19 12:36:53,339 DEBUG: View 4 : 0.575901974132 +2016-08-19 12:36:54,331 DEBUG: Best view : MiRNA__ +2016-08-19 12:36:54,398 DEBUG: Start: Iteration 217 +2016-08-19 12:36:54,710 DEBUG: View 0 : 0.418526785714 +2016-08-19 12:36:54,721 DEBUG: View 1 : 0.696053946054 +2016-08-19 12:36:54,998 DEBUG: View 3 : 0.560670731707 +2016-08-19 12:36:55,106 DEBUG: View 2 : 0.539495798319 +2016-08-19 12:36:55,395 DEBUG: View 4 : 0.492647058824 +2016-08-19 12:36:56,384 DEBUG: Best view : MiRNA__ +2016-08-19 12:36:56,453 DEBUG: Start: Iteration 218 +2016-08-19 12:36:56,731 DEBUG: View 0 : 0.442307692308 +2016-08-19 12:36:56,741 DEBUG: View 1 : 0.588789448893 +2016-08-19 12:36:57,015 DEBUG: View 3 : 0.745861253449 +2016-08-19 12:36:57,128 DEBUG: View 2 : 0.514020517831 +2016-08-19 12:36:57,423 DEBUG: View 4 : 0.557692307692 +2016-08-19 12:36:58,340 DEBUG: Best view : Clinic_ +2016-08-19 12:36:58,410 DEBUG: Start: Iteration 219 +2016-08-19 12:36:58,717 DEBUG: View 0 : 0.426136363636 +2016-08-19 12:36:58,727 DEBUG: View 1 : 0.628826530612 +2016-08-19 12:36:58,986 DEBUG: View 3 : 0.599206349206 +2016-08-19 12:36:59,099 DEBUG: View 2 : 0.532554061952 +2016-08-19 12:36:59,394 DEBUG: View 4 : 0.538912579957 +2016-08-19 12:37:00,444 DEBUG: Best view : Clinic_ +2016-08-19 12:37:00,514 DEBUG: Start: Iteration 220 +2016-08-19 12:37:00,838 DEBUG: View 0 : 0.62549839541 +2016-08-19 12:37:00,849 DEBUG: View 1 : 0.350770124964 +2016-08-19 12:37:01,112 DEBUG: View 3 : 0.619963369963 +2016-08-19 12:37:01,215 DEBUG: View 2 : 0.498126582278 +2016-08-19 12:37:01,500 DEBUG: View 4 : 0.502016129032 +2016-08-19 12:37:02,523 DEBUG: Best view : Clinic_ +2016-08-19 12:37:02,592 DEBUG: Start: Iteration 221 +2016-08-19 12:37:02,912 DEBUG: View 0 : 0.450808625337 +2016-08-19 12:37:02,924 DEBUG: View 1 : 0.611607142857 +2016-08-19 12:37:03,187 DEBUG: View 3 : 0.543917928676 +2016-08-19 12:37:03,299 DEBUG: View 2 : 0.495343025897 +2016-08-19 12:37:03,594 DEBUG: View 4 : 0.635250412768 +2016-08-19 12:37:04,570 DEBUG: Best view : MRNASeq +2016-08-19 12:37:04,638 DEBUG: Start: Iteration 222 +2016-08-19 12:37:04,950 DEBUG: View 0 : 0.454668079776 +2016-08-19 12:37:04,962 DEBUG: View 1 : 0.571871251499 +2016-08-19 12:37:05,228 DEBUG: View 3 : 0.480107956817 +2016-08-19 12:37:05,331 DEBUG: View 2 : 0.511250603573 +2016-08-19 12:37:05,610 DEBUG: View 4 : 0.56 +2016-08-19 12:37:06,609 DEBUG: Best view : MiRNA__ +2016-08-19 12:37:06,678 DEBUG: Start: Iteration 223 +2016-08-19 12:37:06,988 DEBUG: View 0 : 0.62549839541 +2016-08-19 12:37:07,000 DEBUG: View 1 : 0.50632183908 +2016-08-19 12:37:07,260 DEBUG: View 3 : 0.555715460526 +2016-08-19 12:37:07,363 DEBUG: View 2 : 0.541730769231 +2016-08-19 12:37:07,641 DEBUG: View 4 : 0.549579831933 +2016-08-19 12:37:08,561 DEBUG: Best view : Methyl_ +2016-08-19 12:37:08,634 DEBUG: Start: Iteration 224 +2016-08-19 12:37:08,955 DEBUG: View 0 : 0.587360105332 +2016-08-19 12:37:08,967 DEBUG: View 1 : 0.567934782609 +2016-08-19 12:37:09,241 DEBUG: View 3 : 0.510466988728 +2016-08-19 12:37:09,352 DEBUG: View 2 : 0.535504383852 +2016-08-19 12:37:09,636 DEBUG: View 4 : 0.562111801242 +2016-08-19 12:37:10,618 DEBUG: Best view : Methyl_ +2016-08-19 12:37:10,687 DEBUG: Start: Iteration 225 +2016-08-19 12:37:10,998 DEBUG: View 0 : 0.415757704119 +2016-08-19 12:37:11,009 DEBUG: View 1 : 0.426184660479 +2016-08-19 12:37:11,266 DEBUG: View 3 : 0.696053946054 +2016-08-19 12:37:11,371 DEBUG: View 2 : 0.549579831933 +2016-08-19 12:37:11,646 DEBUG: View 4 : 0.542123824451 +2016-08-19 12:37:12,576 DEBUG: Best view : Clinic_ +2016-08-19 12:37:12,648 DEBUG: Start: Iteration 226 +2016-08-19 12:37:12,916 DEBUG: View 0 : 0.449520191923 +2016-08-19 12:37:12,925 DEBUG: View 1 : 0.718139534884 +2016-08-19 12:37:13,184 DEBUG: View 3 : 0.553921568627 +2016-08-19 12:37:13,289 DEBUG: View 2 : 0.600783143763 +2016-08-19 12:37:13,564 DEBUG: View 4 : 0.488020176545 +2016-08-19 12:37:14,528 DEBUG: Best view : MiRNA__ +2016-08-19 12:37:14,598 DEBUG: Start: Iteration 227 +2016-08-19 12:37:14,911 DEBUG: View 0 : 0.562479247371 +2016-08-19 12:37:14,924 DEBUG: View 1 : 0.501083743842 +2016-08-19 12:37:15,184 DEBUG: View 3 : 0.566183574879 +2016-08-19 12:37:15,288 DEBUG: View 2 : 0.541283486605 +2016-08-19 12:37:15,566 DEBUG: View 4 : 0.551538461538 +2016-08-19 12:37:16,479 DEBUG: Best view : RNASeq_ +2016-08-19 12:37:16,549 DEBUG: Start: Iteration 228 +2016-08-19 12:37:16,856 DEBUG: View 0 : 0.429775280899 +2016-08-19 12:37:16,867 DEBUG: View 1 : 0.514326179322 +2016-08-19 12:37:17,127 DEBUG: View 3 : 0.560670731707 +2016-08-19 12:37:17,225 DEBUG: View 2 : 0.649134164104 +2016-08-19 12:37:17,512 DEBUG: View 4 : 0.537011557512 +2016-08-19 12:37:18,460 DEBUG: Best view : RNASeq_ +2016-08-19 12:37:18,530 DEBUG: Start: Iteration 229 +2016-08-19 12:37:18,830 DEBUG: View 0 : 0.548148148148 +2016-08-19 12:37:18,841 DEBUG: View 1 : 0.691115831563 +2016-08-19 12:37:19,099 DEBUG: View 3 : 0.563636363636 +2016-08-19 12:37:19,201 DEBUG: View 2 : 0.555555555556 +2016-08-19 12:37:19,478 DEBUG: View 4 : 0.566517857143 +2016-08-19 12:37:20,419 DEBUG: Best view : MiRNA__ +2016-08-19 12:37:20,491 DEBUG: Start: Iteration 230 +2016-08-19 12:37:20,806 DEBUG: View 0 : 0.44391025641 +2016-08-19 12:37:20,818 DEBUG: View 1 : 0.417860827697 +2016-08-19 12:37:21,087 DEBUG: View 3 : 0.753742203742 +2016-08-19 12:37:21,195 DEBUG: View 2 : 0.538506248184 +2016-08-19 12:37:21,485 DEBUG: View 4 : 0.541730769231 +2016-08-19 12:37:22,534 DEBUG: Best view : Clinic_ +2016-08-19 12:37:22,607 DEBUG: Start: Iteration 231 +2016-08-19 12:37:22,840 DEBUG: View 0 : 0.54419729207 +2016-08-19 12:37:22,851 DEBUG: View 1 : 0.44695127881 +2016-08-19 12:37:23,111 DEBUG: View 3 : 0.531828703704 +2016-08-19 12:37:23,214 DEBUG: View 2 : 0.582779425299 +2016-08-19 12:37:23,490 DEBUG: View 4 : 0.551724137931 +2016-08-19 12:37:24,565 DEBUG: Best view : RNASeq_ +2016-08-19 12:37:24,639 DEBUG: Start: Iteration 232 +2016-08-19 12:37:24,913 DEBUG: View 0 : 0.438255231359 +2016-08-19 12:37:24,923 DEBUG: View 1 : 0.449520191923 +2016-08-19 12:37:25,185 DEBUG: View 3 : 0.602170542636 +2016-08-19 12:37:25,295 DEBUG: View 2 : 0.535573512022 +2016-08-19 12:37:25,571 DEBUG: View 4 : 0.548463356974 +2016-08-19 12:37:26,541 DEBUG: Best view : Clinic_ +2016-08-19 12:37:26,610 DEBUG: Start: Iteration 233 +2016-08-19 12:37:26,862 DEBUG: View 0 : 0.555539505995 +2016-08-19 12:37:26,874 DEBUG: View 1 : 0.515849311109 +2016-08-19 12:37:27,150 DEBUG: View 3 : 0.572294372294 +2016-08-19 12:37:27,252 DEBUG: View 2 : 0.558823529412 +2016-08-19 12:37:27,532 DEBUG: View 4 : 0.570740740741 +2016-08-19 12:37:28,581 DEBUG: Best view : MRNASeq +2016-08-19 12:37:28,655 DEBUG: Start: Iteration 234 +2016-08-19 12:37:28,991 DEBUG: View 0 : 0.751228693925 +2016-08-19 12:37:29,000 DEBUG: View 1 : 0.331270262305 +2016-08-19 12:37:29,284 DEBUG: View 3 : 0.504105445117 +2016-08-19 12:37:29,439 DEBUG: View 2 : 0.495261121857 +2016-08-19 12:37:29,755 DEBUG: View 4 : 0.547422357001 +2016-08-19 12:37:30,829 DEBUG: Best view : Methyl_ +2016-08-19 12:37:30,903 DEBUG: Start: Iteration 235 +2016-08-19 12:37:31,175 DEBUG: View 0 : 0.617359000338 +2016-08-19 12:37:31,187 DEBUG: View 1 : 0.642592396484 +2016-08-19 12:37:31,470 DEBUG: View 3 : 0.568754574924 +2016-08-19 12:37:31,587 DEBUG: View 2 : 0.542976939203 +2016-08-19 12:37:31,872 DEBUG: View 4 : 0.538912579957 +2016-08-19 12:37:32,847 DEBUG: Best view : MiRNA__ +2016-08-19 12:37:32,917 DEBUG: Start: Iteration 236 +2016-08-19 12:37:33,154 DEBUG: View 0 : 0.548184961106 +2016-08-19 12:37:33,166 DEBUG: View 1 : 0.530612244898 +2016-08-19 12:37:33,434 DEBUG: View 3 : 0.547445982276 +2016-08-19 12:37:33,566 DEBUG: View 2 : 0.574948024948 +2016-08-19 12:37:33,852 DEBUG: View 4 : 0.551388888889 +2016-08-19 12:37:34,857 DEBUG: Best view : RNASeq_ +2016-08-19 12:37:34,928 DEBUG: Start: Iteration 237 +2016-08-19 12:37:35,233 DEBUG: View 0 : 0.450863486842 +2016-08-19 12:37:35,245 DEBUG: View 1 : 0.60039893617 +2016-08-19 12:37:35,513 DEBUG: View 3 : 0.525522270398 +2016-08-19 12:37:35,618 DEBUG: View 2 : 0.504578754579 +2016-08-19 12:37:35,899 DEBUG: View 4 : 0.482170846395 +2016-08-19 12:37:36,936 DEBUG: Best view : MiRNA__ +2016-08-19 12:37:37,007 DEBUG: Start: Iteration 238 +2016-08-19 12:37:37,241 DEBUG: View 0 : 0.561881188119 +2016-08-19 12:37:37,253 DEBUG: View 1 : 0.712265512266 +2016-08-19 12:37:37,519 DEBUG: View 3 : 0.575901974132 +2016-08-19 12:37:37,625 DEBUG: View 2 : 0.572348910932 +2016-08-19 12:37:37,907 DEBUG: View 4 : 0.594696969697 +2016-08-19 12:37:38,931 DEBUG: Best view : MiRNA__ +2016-08-19 12:37:39,002 DEBUG: Start: Iteration 239 +2016-08-19 12:37:39,315 DEBUG: View 0 : 0.451918976546 +2016-08-19 12:37:39,326 DEBUG: View 1 : 0.644615384615 +2016-08-19 12:37:39,585 DEBUG: View 3 : 0.608383949019 +2016-08-19 12:37:39,688 DEBUG: View 2 : 0.562968005446 +2016-08-19 12:37:39,970 DEBUG: View 4 : 0.480875068795 +2016-08-19 12:37:40,957 DEBUG: Best view : MiRNA__ +2016-08-19 12:37:41,030 DEBUG: Start: Iteration 240 +2016-08-19 12:37:41,268 DEBUG: View 0 : 0.572706328771 +2016-08-19 12:37:41,280 DEBUG: View 1 : 0.668972332016 +2016-08-19 12:37:41,539 DEBUG: View 3 : 0.585744234801 +2016-08-19 12:37:41,641 DEBUG: View 2 : 0.474157303371 +2016-08-19 12:37:41,914 DEBUG: View 4 : 0.563636363636 +2016-08-19 12:37:42,966 DEBUG: Best view : MiRNA__ +2016-08-19 12:37:43,039 DEBUG: Start: Iteration 241 +2016-08-19 12:37:43,359 DEBUG: View 0 : 0.486631016043 +2016-08-19 12:37:43,370 DEBUG: View 1 : 0.69 +2016-08-19 12:37:43,648 DEBUG: View 3 : 0.6234375 +2016-08-19 12:37:43,771 DEBUG: View 2 : 0.573232323232 +2016-08-19 12:37:44,093 DEBUG: View 4 : 0.498546511628 +2016-08-19 12:37:45,108 DEBUG: Best view : Clinic_ +2016-08-19 12:37:45,187 DEBUG: Start: Iteration 242 +2016-08-19 12:37:45,513 DEBUG: View 0 : 0.461493751816 +2016-08-19 12:37:45,522 DEBUG: View 1 : 0.585637518319 +2016-08-19 12:37:45,784 DEBUG: View 3 : 0.532962962963 +2016-08-19 12:37:45,888 DEBUG: View 2 : 0.45688409288 +2016-08-19 12:37:46,159 DEBUG: View 4 : 0.50049980008 +2016-08-19 12:37:47,181 DEBUG: Best view : Clinic_ +2016-08-19 12:37:47,255 DEBUG: Start: Iteration 243 +2016-08-19 12:37:47,552 DEBUG: View 0 : 0.540441176471 +2016-08-19 12:37:47,564 DEBUG: View 1 : 0.653645833333 +2016-08-19 12:37:47,831 DEBUG: View 3 : 0.594415584416 +2016-08-19 12:37:47,933 DEBUG: View 2 : 0.526305552854 +2016-08-19 12:37:48,211 DEBUG: View 4 : 0.598611111111 +2016-08-19 12:37:49,197 DEBUG: Best view : Clinic_ +2016-08-19 12:37:49,270 DEBUG: Start: Iteration 244 +2016-08-19 12:37:49,579 DEBUG: View 0 : 0.437671529684 +2016-08-19 12:37:49,591 DEBUG: View 1 : 0.427989130435 +2016-08-19 12:37:49,852 DEBUG: View 3 : 0.605659826899 +2016-08-19 12:37:49,956 DEBUG: View 2 : 0.517164179104 +2016-08-19 12:37:50,242 DEBUG: View 4 : 0.561525743977 +2016-08-19 12:37:51,344 DEBUG: Best view : Clinic_ +2016-08-19 12:37:51,419 DEBUG: Start: Iteration 245 +2016-08-19 12:37:51,728 DEBUG: View 0 : 0.557692307692 +2016-08-19 12:37:51,740 DEBUG: View 1 : 0.569883040936 +2016-08-19 12:37:52,001 DEBUG: View 3 : 0.623255813953 +2016-08-19 12:37:52,102 DEBUG: View 2 : 0.477208313651 +2016-08-19 12:37:52,385 DEBUG: View 4 : 0.54707044108 +2016-08-19 12:37:53,426 DEBUG: Best view : Clinic_ +2016-08-19 12:37:53,500 DEBUG: Start: Iteration 246 +2016-08-19 12:37:53,821 DEBUG: View 0 : 0.517263025738 +2016-08-19 12:37:53,832 DEBUG: View 1 : 0.672402234637 +2016-08-19 12:37:54,093 DEBUG: View 3 : 0.613636363636 +2016-08-19 12:37:54,195 DEBUG: View 2 : 0.530616168413 +2016-08-19 12:37:54,496 DEBUG: View 4 : 0.496664343324 +2016-08-19 12:37:55,762 DEBUG: Best view : MiRNA__ +2016-08-19 12:37:55,848 DEBUG: Start: Iteration 247 +2016-08-19 12:37:56,198 DEBUG: View 0 : 0.57442995121 +2016-08-19 12:37:56,200 DEBUG: View 1 : 0.401414677277 +2016-08-19 12:37:56,523 DEBUG: View 3 : 0.592263094762 +2016-08-19 12:37:56,632 DEBUG: View 2 : 0.560675729708 +2016-08-19 12:37:56,992 DEBUG: View 4 : 0.51164161509 +2016-08-19 12:37:58,089 DEBUG: Best view : Clinic_ +2016-08-19 12:37:58,171 DEBUG: Start: Iteration 248 +2016-08-19 12:37:58,518 DEBUG: View 0 : 0.629532163743 +2016-08-19 12:37:58,529 DEBUG: View 1 : 0.594539318949 +2016-08-19 12:37:58,797 DEBUG: View 3 : 0.413625776398 +2016-08-19 12:37:58,908 DEBUG: View 2 : 0.616014026885 +2016-08-19 12:37:59,190 DEBUG: View 4 : 0.571535181237 +2016-08-19 12:38:00,396 DEBUG: Best view : RNASeq_ +2016-08-19 12:38:00,470 DEBUG: Start: Iteration 249 +2016-08-19 12:38:00,806 DEBUG: View 0 : 0.593259199817 +2016-08-19 12:38:00,817 DEBUG: View 1 : 0.679398148148 +2016-08-19 12:38:01,083 DEBUG: View 3 : 0.550918405598 +2016-08-19 12:38:01,189 DEBUG: View 2 : 0.570352486721 +2016-08-19 12:38:01,472 DEBUG: View 4 : 0.523214285714 +2016-08-19 12:38:02,584 DEBUG: Best view : MiRNA__ +2016-08-19 12:38:02,658 DEBUG: Start: Iteration 250 +2016-08-19 12:38:02,936 DEBUG: View 0 : 0.619587329265 +2016-08-19 12:38:02,942 DEBUG: View 1 : 0.394570707071 +2016-08-19 12:38:03,218 DEBUG: View 3 : 0.650420168067 +2016-08-19 12:38:03,328 DEBUG: View 2 : 0.509598214286 +2016-08-19 12:38:03,615 DEBUG: View 4 : 0.539125622579 +2016-08-19 12:38:04,657 DEBUG: Best view : Clinic_ +2016-08-19 12:38:04,733 DEBUG: Start: Iteration 251 +2016-08-19 12:38:04,979 DEBUG: View 0 : 0.519590643275 +2016-08-19 12:38:04,988 DEBUG: View 1 : 0.600435097897 +2016-08-19 12:38:05,257 DEBUG: View 3 : 0.559945964201 +2016-08-19 12:38:05,360 DEBUG: View 2 : 0.530303030303 +2016-08-19 12:38:05,641 DEBUG: View 4 : 0.527777777778 +2016-08-19 12:38:06,749 DEBUG: Best view : Clinic_ +2016-08-19 12:38:06,827 DEBUG: Start: Iteration 252 +2016-08-19 12:38:07,167 DEBUG: View 0 : 0.504428904429 +2016-08-19 12:38:07,178 DEBUG: View 1 : 0.350865835896 +2016-08-19 12:38:07,461 DEBUG: View 3 : 0.568181818182 +2016-08-19 12:38:07,579 DEBUG: View 2 : 0.561744768641 +2016-08-19 12:38:07,866 DEBUG: View 4 : 0.541035353535 +2016-08-19 12:38:08,968 DEBUG: Best view : Clinic_ +2016-08-19 12:38:09,047 DEBUG: Start: Iteration 253 +2016-08-19 12:38:09,378 DEBUG: View 0 : 0.54483642097 +2016-08-19 12:38:09,391 DEBUG: View 1 : 0.674401740392 +2016-08-19 12:38:09,675 DEBUG: View 3 : 0.535573512022 +2016-08-19 12:38:09,804 DEBUG: View 2 : 0.550999545661 +2016-08-19 12:38:10,102 DEBUG: View 4 : 0.524841915086 +2016-08-19 12:38:11,189 DEBUG: Best view : MiRNA__ +2016-08-19 12:38:11,264 DEBUG: Start: Iteration 254 +2016-08-19 12:38:11,496 DEBUG: View 0 : 0.49367816092 +2016-08-19 12:38:11,508 DEBUG: View 1 : 0.550905902981 +2016-08-19 12:38:11,767 DEBUG: View 3 : 0.59328358209 +2016-08-19 12:38:11,872 DEBUG: View 2 : 0.571535181237 +2016-08-19 12:38:12,153 DEBUG: View 4 : 0.559941520468 +2016-08-19 12:38:13,287 DEBUG: Best view : Clinic_ +2016-08-19 12:38:13,363 DEBUG: Start: Iteration 255 +2016-08-19 12:38:13,663 DEBUG: View 0 : 0.444993412385 +2016-08-19 12:38:13,673 DEBUG: View 1 : 0.50632183908 +2016-08-19 12:38:13,939 DEBUG: View 3 : 0.495415778252 +2016-08-19 12:38:14,085 DEBUG: View 2 : 0.497983870968 +2016-08-19 12:38:14,358 DEBUG: View 4 : 0.480265691182 +2016-08-19 12:38:15,454 DEBUG: Best view : Clinic_ +2016-08-19 12:38:15,529 DEBUG: Start: Iteration 256 +2016-08-19 12:38:15,763 DEBUG: View 0 : 0.549772151899 +2016-08-19 12:38:15,773 DEBUG: View 1 : 0.628826530612 +2016-08-19 12:38:16,033 DEBUG: View 3 : 0.591471147749 +2016-08-19 12:38:16,138 DEBUG: View 2 : 0.556179180345 +2016-08-19 12:38:16,415 DEBUG: View 4 : 0.530626853461 +2016-08-19 12:38:17,517 DEBUG: Best view : Clinic_ +2016-08-19 12:38:17,594 DEBUG: Start: Iteration 257 +2016-08-19 12:38:17,897 DEBUG: View 0 : 0.374421296296 +2016-08-19 12:38:17,907 DEBUG: View 1 : 0.453907203907 +2016-08-19 12:38:18,181 DEBUG: View 3 : 0.738508064516 +2016-08-19 12:38:18,295 DEBUG: View 2 : 0.577914965648 +2016-08-19 12:38:18,587 DEBUG: View 4 : 0.516976998905 +2016-08-19 12:38:19,741 DEBUG: Best view : Clinic_ +2016-08-19 12:38:19,820 DEBUG: Start: Iteration 258 +2016-08-19 12:38:20,137 DEBUG: View 0 : 0.604091174752 +2016-08-19 12:38:20,147 DEBUG: View 1 : 0.685119047619 +2016-08-19 12:38:20,408 DEBUG: View 3 : 0.471698113208 +2016-08-19 12:38:20,522 DEBUG: View 2 : 0.595141700405 +2016-08-19 12:38:20,824 DEBUG: View 4 : 0.54375 +2016-08-19 12:38:21,969 DEBUG: Best view : MiRNA__ +2016-08-19 12:38:22,046 DEBUG: Start: Iteration 259 +2016-08-19 12:38:22,352 DEBUG: View 0 : 0.55 +2016-08-19 12:38:22,362 DEBUG: View 1 : 0.583928571429 +2016-08-19 12:38:22,631 DEBUG: View 3 : 0.504366154773 +2016-08-19 12:38:22,742 DEBUG: View 2 : 0.531092436975 +2016-08-19 12:38:23,048 DEBUG: View 4 : 0.582067173131 +2016-08-19 12:38:24,208 DEBUG: Best view : MRNASeq +2016-08-19 12:38:24,288 DEBUG: Start: Iteration 260 +2016-08-19 12:38:24,557 DEBUG: View 0 : 0.457407407407 +2016-08-19 12:38:24,570 DEBUG: View 1 : 0.668808114962 +2016-08-19 12:38:24,858 DEBUG: View 3 : 0.5278828554 +2016-08-19 12:38:24,989 DEBUG: View 2 : 0.508266129032 +2016-08-19 12:38:25,307 DEBUG: View 4 : 0.559945964201 +2016-08-19 12:38:26,408 DEBUG: Best view : MiRNA__ +2016-08-19 12:38:26,484 DEBUG: Start: Iteration 261 +2016-08-19 12:38:26,783 DEBUG: View 0 : 0.641909814324 +2016-08-19 12:38:26,795 DEBUG: View 1 : 0.620105820106 +2016-08-19 12:38:27,054 DEBUG: View 3 : 0.539262820513 +2016-08-19 12:38:27,170 DEBUG: View 2 : 0.537813479624 +2016-08-19 12:38:27,462 DEBUG: View 4 : 0.512202531646 +2016-08-19 12:38:28,605 DEBUG: Best view : Methyl_ +2016-08-19 12:38:28,683 DEBUG: Start: Iteration 262 +2016-08-19 12:38:29,002 DEBUG: View 0 : 0.501083743842 +2016-08-19 12:38:29,012 DEBUG: View 1 : 0.576219512195 +2016-08-19 12:38:29,276 DEBUG: View 3 : 0.681999416513 +2016-08-19 12:38:29,385 DEBUG: View 2 : 0.555715460526 +2016-08-19 12:38:29,659 DEBUG: View 4 : 0.46568627451 +2016-08-19 12:38:30,816 DEBUG: Best view : Clinic_ +2016-08-19 12:38:30,894 DEBUG: Start: Iteration 263 +2016-08-19 12:38:31,206 DEBUG: View 0 : 0.466783216783 +2016-08-19 12:38:31,216 DEBUG: View 1 : 0.6409479921 +2016-08-19 12:38:31,497 DEBUG: View 3 : 0.582779425299 +2016-08-19 12:38:31,602 DEBUG: View 2 : 0.580202800579 +2016-08-19 12:38:31,892 DEBUG: View 4 : 0.475266062278 +2016-08-19 12:38:33,038 DEBUG: Best view : Clinic_ +2016-08-19 12:38:33,116 DEBUG: Start: Iteration 264 +2016-08-19 12:38:33,421 DEBUG: View 0 : 0.526145203111 +2016-08-19 12:38:33,432 DEBUG: View 1 : 0.595925925926 +2016-08-19 12:38:33,695 DEBUG: View 3 : 0.639859731151 +2016-08-19 12:38:33,800 DEBUG: View 2 : 0.581168831169 +2016-08-19 12:38:34,077 DEBUG: View 4 : 0.580245470485 +2016-08-19 12:38:35,138 DEBUG: Best view : Clinic_ +2016-08-19 12:38:35,218 DEBUG: Start: Iteration 265 +2016-08-19 12:38:35,530 DEBUG: View 0 : 0.569331983806 +2016-08-19 12:38:35,541 DEBUG: View 1 : 0.696393378006 +2016-08-19 12:38:35,806 DEBUG: View 3 : 0.520196339094 +2016-08-19 12:38:35,917 DEBUG: View 2 : 0.561525743977 +2016-08-19 12:38:36,195 DEBUG: View 4 : 0.4975 +2016-08-19 12:38:37,267 DEBUG: Best view : MiRNA__ +2016-08-19 12:38:37,346 DEBUG: Start: Iteration 266 +2016-08-19 12:38:37,657 DEBUG: View 0 : 0.558883317523 +2016-08-19 12:38:37,667 DEBUG: View 1 : 0.647058823529 +2016-08-19 12:38:37,938 DEBUG: View 3 : 0.616982836495 +2016-08-19 12:38:38,040 DEBUG: View 2 : 0.579640488321 +2016-08-19 12:38:38,326 DEBUG: View 4 : 0.578648440508 +2016-08-19 12:38:39,523 DEBUG: Best view : Clinic_ +2016-08-19 12:38:39,606 DEBUG: Start: Iteration 267 +2016-08-19 12:38:39,921 DEBUG: View 0 : 0.476326951737 +2016-08-19 12:38:39,931 DEBUG: View 1 : 0.331270262305 +2016-08-19 12:38:40,204 DEBUG: View 3 : 0.549147727273 +2016-08-19 12:38:40,320 DEBUG: View 2 : 0.553742203742 +2016-08-19 12:38:40,613 DEBUG: View 4 : 0.506780776827 +2016-08-19 12:38:41,819 DEBUG: Best view : Clinic_ +2016-08-19 12:38:41,903 DEBUG: Start: Iteration 268 +2016-08-19 12:38:42,181 DEBUG: View 0 : 0.640336134454 +2016-08-19 12:38:42,191 DEBUG: View 1 : 0.595925925926 +2016-08-19 12:38:42,476 DEBUG: View 3 : 0.557627607421 +2016-08-19 12:38:42,585 DEBUG: View 2 : 0.512972572276 +2016-08-19 12:38:42,876 DEBUG: View 4 : 0.499159663866 +2016-08-19 12:38:44,017 DEBUG: Best view : Methyl_ +2016-08-19 12:38:44,097 DEBUG: Start: Iteration 269 +2016-08-19 12:38:44,432 DEBUG: View 0 : 0.569835624339 +2016-08-19 12:38:44,448 DEBUG: View 1 : 0.534785179346 +2016-08-19 12:38:44,722 DEBUG: View 3 : 0.541057367829 +2016-08-19 12:38:44,845 DEBUG: View 2 : 0.577669310555 +2016-08-19 12:38:45,125 DEBUG: View 4 : 0.6234375 +2016-08-19 12:38:46,263 DEBUG: Best view : MRNASeq +2016-08-19 12:38:46,343 DEBUG: Start: Iteration 270 +2016-08-19 12:38:46,640 DEBUG: View 0 : 0.51334435522 +2016-08-19 12:38:46,651 DEBUG: View 1 : 0.661046343578 +2016-08-19 12:38:46,911 DEBUG: View 3 : 0.589285714286 +2016-08-19 12:38:47,016 DEBUG: View 2 : 0.473020186335 +2016-08-19 12:38:47,302 DEBUG: View 4 : 0.509649122807 +2016-08-19 12:38:48,389 DEBUG: Best view : MiRNA__ +2016-08-19 12:38:48,470 DEBUG: Start: Iteration 271 +2016-08-19 12:38:48,777 DEBUG: View 0 : 0.619005847953 +2016-08-19 12:38:48,788 DEBUG: View 1 : 0.560670731707 +2016-08-19 12:38:49,048 DEBUG: View 3 : 0.576031315869 +2016-08-19 12:38:49,152 DEBUG: View 2 : 0.526556776557 +2016-08-19 12:38:49,431 DEBUG: View 4 : 0.571428571429 +2016-08-19 12:38:50,514 DEBUG: Best view : MRNASeq +2016-08-19 12:38:50,594 DEBUG: Start: Iteration 272 +2016-08-19 12:38:50,907 DEBUG: View 0 : 0.522222222222 +2016-08-19 12:38:50,918 DEBUG: View 1 : 0.616014026885 +2016-08-19 12:38:51,180 DEBUG: View 3 : 0.62582278481 +2016-08-19 12:38:51,281 DEBUG: View 2 : 0.508708357686 +2016-08-19 12:38:51,575 DEBUG: View 4 : 0.546144121365 +2016-08-19 12:38:52,759 DEBUG: Best view : Clinic_ +2016-08-19 12:38:52,839 DEBUG: Start: Iteration 273 +2016-08-19 12:38:53,091 DEBUG: View 0 : 0.557692307692 +2016-08-19 12:38:53,103 DEBUG: View 1 : 0.636834667923 +2016-08-19 12:38:53,374 DEBUG: View 3 : 0.592253588978 +2016-08-19 12:38:53,480 DEBUG: View 2 : 0.481579722959 +2016-08-19 12:38:53,764 DEBUG: View 4 : 0.554267310789 +2016-08-19 12:38:54,895 DEBUG: Best view : Clinic_ +2016-08-19 12:38:54,976 DEBUG: Start: Iteration 274 +2016-08-19 12:38:55,214 DEBUG: View 0 : 0.459278350515 +2016-08-19 12:38:55,228 DEBUG: View 1 : 0.657840760768 +2016-08-19 12:38:55,497 DEBUG: View 3 : 0.530951231289 +2016-08-19 12:38:55,599 DEBUG: View 2 : 0.587171052632 +2016-08-19 12:38:55,877 DEBUG: View 4 : 0.557602310067 +2016-08-19 12:38:57,055 DEBUG: Best view : MiRNA__ +2016-08-19 12:38:57,136 DEBUG: Start: Iteration 275 +2016-08-19 12:38:57,372 DEBUG: View 0 : 0.437533227007 +2016-08-19 12:38:57,384 DEBUG: View 1 : 0.526468455402 +2016-08-19 12:38:57,644 DEBUG: View 3 : 0.57647515528 +2016-08-19 12:38:57,752 DEBUG: View 2 : 0.491136297588 +2016-08-19 12:38:58,030 DEBUG: View 4 : 0.557797805643 +2016-08-19 12:38:59,186 DEBUG: Best view : MRNASeq +2016-08-19 12:38:59,267 DEBUG: Start: Iteration 276 +2016-08-19 12:38:59,571 DEBUG: View 0 : 0.553883732291 +2016-08-19 12:38:59,580 DEBUG: View 1 : 0.422771672772 +2016-08-19 12:38:59,851 DEBUG: View 3 : 0.508399646331 +2016-08-19 12:38:59,956 DEBUG: View 2 : 0.590769230769 +2016-08-19 12:39:00,239 DEBUG: View 4 : 0.485042735043 +2016-08-19 12:39:01,429 DEBUG: Best view : RNASeq_ +2016-08-19 12:39:01,512 DEBUG: Start: Iteration 277 +2016-08-19 12:39:01,819 DEBUG: View 0 : 0.583964646465 +2016-08-19 12:39:01,829 DEBUG: View 1 : 0.627064035441 +2016-08-19 12:39:02,089 DEBUG: View 3 : 0.672320862397 +2016-08-19 12:39:02,194 DEBUG: View 2 : 0.532554061952 +2016-08-19 12:39:02,474 DEBUG: View 4 : 0.551479408237 +2016-08-19 12:39:03,571 DEBUG: Best view : Clinic_ +2016-08-19 12:39:03,654 DEBUG: Start: Iteration 278 +2016-08-19 12:39:03,968 DEBUG: View 0 : 0.532579787234 +2016-08-19 12:39:03,979 DEBUG: View 1 : 0.709222714458 +2016-08-19 12:39:04,251 DEBUG: View 3 : 0.55414244186 +2016-08-19 12:39:04,390 DEBUG: View 2 : 0.565079365079 +2016-08-19 12:39:04,672 DEBUG: View 4 : 0.55753968254 +2016-08-19 12:39:05,825 DEBUG: Best view : MiRNA__ +2016-08-19 12:39:05,906 DEBUG: Start: Iteration 279 +2016-08-19 12:39:06,199 DEBUG: View 0 : 0.389583333333 +2016-08-19 12:39:06,212 DEBUG: View 1 : 0.669512195122 +2016-08-19 12:39:06,471 DEBUG: View 3 : 0.603712750366 +2016-08-19 12:39:06,574 DEBUG: View 2 : 0.571180555556 +2016-08-19 12:39:06,852 DEBUG: View 4 : 0.518514311677 +2016-08-19 12:39:08,011 DEBUG: Best view : MiRNA__ +2016-08-19 12:39:08,097 DEBUG: Start: Iteration 280 +2016-08-19 12:39:08,352 DEBUG: View 0 : 0.532186948854 +2016-08-19 12:39:08,364 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:39:08,624 DEBUG: View 3 : 0.661764705882 +2016-08-19 12:39:08,728 DEBUG: View 2 : 0.568181818182 +2016-08-19 12:39:09,039 DEBUG: View 4 : 0.477616747182 +2016-08-19 12:39:10,323 DEBUG: Best view : Clinic_ +2016-08-19 12:39:10,407 DEBUG: Start: Iteration 281 +2016-08-19 12:39:10,667 DEBUG: View 0 : 0.556179180345 +2016-08-19 12:39:10,679 DEBUG: View 1 : 0.543452380952 +2016-08-19 12:39:10,948 DEBUG: View 3 : 0.519734308818 +2016-08-19 12:39:11,064 DEBUG: View 2 : 0.586269196025 +2016-08-19 12:39:11,351 DEBUG: View 4 : 0.572152509653 +2016-08-19 12:39:12,506 DEBUG: Best view : MRNASeq +2016-08-19 12:39:12,589 DEBUG: Start: Iteration 282 +2016-08-19 12:39:12,886 DEBUG: View 0 : 0.495021337127 +2016-08-19 12:39:12,897 DEBUG: View 1 : 0.651282051282 +2016-08-19 12:39:13,162 DEBUG: View 3 : 0.511406626161 +2016-08-19 12:39:13,264 DEBUG: View 2 : 0.523214285714 +2016-08-19 12:39:13,556 DEBUG: View 4 : 0.506466984343 +2016-08-19 12:39:14,757 DEBUG: Best view : MiRNA__ +2016-08-19 12:39:14,839 DEBUG: Start: Iteration 283 +2016-08-19 12:39:15,162 DEBUG: View 0 : 0.631653225806 +2016-08-19 12:39:15,173 DEBUG: View 1 : 0.710184025436 +2016-08-19 12:39:15,452 DEBUG: View 3 : 0.549786780384 +2016-08-19 12:39:15,590 DEBUG: View 2 : 0.573678290214 +2016-08-19 12:39:15,890 DEBUG: View 4 : 0.542427497315 +2016-08-19 12:39:17,166 DEBUG: Best view : MiRNA__ +2016-08-19 12:39:17,251 DEBUG: Start: Iteration 284 +2016-08-19 12:39:17,566 DEBUG: View 0 : 0.50359127253 +2016-08-19 12:39:17,575 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:39:17,836 DEBUG: View 3 : 0.680900621118 +2016-08-19 12:39:17,940 DEBUG: View 2 : 0.580882352941 +2016-08-19 12:39:18,216 DEBUG: View 4 : 0.582067173131 +2016-08-19 12:39:19,378 DEBUG: Best view : Clinic_ +2016-08-19 12:39:19,463 DEBUG: Start: Iteration 285 +2016-08-19 12:39:19,761 DEBUG: View 0 : 0.499516908213 +2016-08-19 12:39:19,774 DEBUG: View 1 : 0.64898989899 +2016-08-19 12:39:20,038 DEBUG: View 3 : 0.606744956338 +2016-08-19 12:39:20,142 DEBUG: View 2 : 0.532860759494 +2016-08-19 12:39:20,423 DEBUG: View 4 : 0.573529411765 +2016-08-19 12:39:21,574 DEBUG: Best view : Clinic_ +2016-08-19 12:39:21,658 DEBUG: Start: Iteration 286 +2016-08-19 12:39:21,898 DEBUG: View 0 : 0.645362511504 +2016-08-19 12:39:21,907 DEBUG: View 1 : 0.642767295597 +2016-08-19 12:39:22,169 DEBUG: View 3 : 0.496365173288 +2016-08-19 12:39:22,274 DEBUG: View 2 : 0.557627607421 +2016-08-19 12:39:22,559 DEBUG: View 4 : 0.568636888718 +2016-08-19 12:39:23,748 DEBUG: Best view : Methyl_ +2016-08-19 12:39:23,856 DEBUG: Start: Iteration 287 +2016-08-19 12:39:24,183 DEBUG: View 0 : 0.459558823529 +2016-08-19 12:39:24,192 DEBUG: View 1 : 0.665334302326 +2016-08-19 12:39:24,462 DEBUG: View 3 : 0.59375 +2016-08-19 12:39:24,571 DEBUG: View 2 : 0.552884615385 +2016-08-19 12:39:24,845 DEBUG: View 4 : 0.568181818182 +2016-08-19 12:39:26,083 DEBUG: Best view : MiRNA__ +2016-08-19 12:39:26,168 DEBUG: Start: Iteration 288 +2016-08-19 12:39:26,402 DEBUG: View 0 : 0.535231660232 +2016-08-19 12:39:26,412 DEBUG: View 1 : 0.583104062146 +2016-08-19 12:39:26,674 DEBUG: View 3 : 0.741515122046 +2016-08-19 12:39:26,776 DEBUG: View 2 : 0.596507076182 +2016-08-19 12:39:27,062 DEBUG: View 4 : 0.493967902601 +2016-08-19 12:39:28,305 DEBUG: Best view : Clinic_ +2016-08-19 12:39:28,391 DEBUG: Start: Iteration 289 +2016-08-19 12:39:28,706 DEBUG: View 0 : 0.640336134454 +2016-08-19 12:39:28,707 DEBUG: View 1 : 0.511557788945 +2016-08-19 12:39:28,993 DEBUG: View 3 : 0.741489361702 +2016-08-19 12:39:29,117 DEBUG: View 2 : 0.552943443492 +2016-08-19 12:39:29,452 DEBUG: View 4 : 0.553883732291 +2016-08-19 12:39:30,616 DEBUG: Best view : Clinic_ +2016-08-19 12:39:30,700 DEBUG: Start: Iteration 290 +2016-08-19 12:39:31,009 DEBUG: View 0 : 0.427248677249 +2016-08-19 12:39:31,020 DEBUG: View 1 : 0.53065969195 +2016-08-19 12:39:31,287 DEBUG: View 3 : 0.599385788415 +2016-08-19 12:39:31,431 DEBUG: View 2 : 0.541283486605 +2016-08-19 12:39:31,713 DEBUG: View 4 : 0.570542635659 +2016-08-19 12:39:33,040 DEBUG: Best view : Clinic_ +2016-08-19 12:39:33,123 DEBUG: Start: Iteration 291 +2016-08-19 12:39:33,422 DEBUG: View 0 : 0.749373433584 +2016-08-19 12:39:33,436 DEBUG: View 1 : 0.439898734177 +2016-08-19 12:39:33,697 DEBUG: View 3 : 0.476767676768 +2016-08-19 12:39:33,802 DEBUG: View 2 : 0.556063405621 +2016-08-19 12:39:34,085 DEBUG: View 4 : 0.544476914085 +2016-08-19 12:39:35,261 DEBUG: Best view : Methyl_ +2016-08-19 12:39:35,346 DEBUG: Start: Iteration 292 +2016-08-19 12:39:35,650 DEBUG: View 0 : 0.49640872747 +2016-08-19 12:39:35,660 DEBUG: View 1 : 0.687142857143 +2016-08-19 12:39:35,924 DEBUG: View 3 : 0.538173185056 +2016-08-19 12:39:36,028 DEBUG: View 2 : 0.581168831169 +2016-08-19 12:39:36,305 DEBUG: View 4 : 0.5216622458 +2016-08-19 12:39:37,477 DEBUG: Best view : MiRNA__ +2016-08-19 12:39:37,562 DEBUG: Start: Iteration 293 +2016-08-19 12:39:37,870 DEBUG: View 0 : 0.453907203907 +2016-08-19 12:39:37,882 DEBUG: View 1 : 0.658528784648 +2016-08-19 12:39:38,144 DEBUG: View 3 : 0.746267076141 +2016-08-19 12:39:38,249 DEBUG: View 2 : 0.56 +2016-08-19 12:39:38,527 DEBUG: View 4 : 0.588467462457 +2016-08-19 12:39:39,692 DEBUG: Best view : Clinic_ +2016-08-19 12:39:39,777 DEBUG: Start: Iteration 294 +2016-08-19 12:39:40,019 DEBUG: View 0 : 0.553271240345 +2016-08-19 12:39:40,033 DEBUG: View 1 : 0.42582278481 +2016-08-19 12:39:40,297 DEBUG: View 3 : 0.632751228694 +2016-08-19 12:39:40,407 DEBUG: View 2 : 0.524509803922 +2016-08-19 12:39:40,690 DEBUG: View 4 : 0.536585365854 +2016-08-19 12:39:41,941 DEBUG: Best view : Clinic_ +2016-08-19 12:39:42,028 DEBUG: Start: Iteration 295 +2016-08-19 12:39:42,341 DEBUG: View 0 : 0.431889516635 +2016-08-19 12:39:42,351 DEBUG: View 1 : 0.666666666667 +2016-08-19 12:39:42,622 DEBUG: View 3 : 0.53457587631 +2016-08-19 12:39:42,729 DEBUG: View 2 : 0.532554061952 +2016-08-19 12:39:43,007 DEBUG: View 4 : 0.513633298006 +2016-08-19 12:39:44,265 DEBUG: Best view : MiRNA__ +2016-08-19 12:39:44,351 DEBUG: Start: Iteration 296 +2016-08-19 12:39:44,657 DEBUG: View 0 : 0.553058321479 +2016-08-19 12:39:44,669 DEBUG: View 1 : 0.404232804233 +2016-08-19 12:39:44,934 DEBUG: View 3 : 0.595572772551 +2016-08-19 12:39:45,042 DEBUG: View 2 : 0.498106060606 +2016-08-19 12:39:45,371 DEBUG: View 4 : 0.545377528328 +2016-08-19 12:39:46,697 DEBUG: Best view : Clinic_ +2016-08-19 12:39:46,790 DEBUG: Start: Iteration 297 +2016-08-19 12:39:47,165 DEBUG: View 0 : 0.507286821705 +2016-08-19 12:39:47,176 DEBUG: View 1 : 0.596153846154 +2016-08-19 12:39:47,450 DEBUG: View 3 : 0.488904795991 +2016-08-19 12:39:47,554 DEBUG: View 2 : 0.592264477096 +2016-08-19 12:39:47,843 DEBUG: View 4 : 0.479188695569 +2016-08-19 12:39:49,130 DEBUG: Best view : RNASeq_ +2016-08-19 12:39:49,217 DEBUG: Start: Iteration 298 +2016-08-19 12:39:49,463 DEBUG: View 0 : 0.451517830828 +2016-08-19 12:39:49,473 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:39:49,732 DEBUG: View 3 : 0.467137096774 +2016-08-19 12:39:49,838 DEBUG: View 2 : 0.545230263158 +2016-08-19 12:39:50,126 DEBUG: View 4 : 0.556063405621 +2016-08-19 12:39:51,421 DEBUG: Best view : MiRNA__ +2016-08-19 12:39:51,508 DEBUG: Start: Iteration 299 +2016-08-19 12:39:51,876 DEBUG: View 0 : 0.640336134454 +2016-08-19 12:39:51,885 DEBUG: View 1 : 0.573232323232 +2016-08-19 12:39:52,169 DEBUG: View 3 : 0.611655337865 +2016-08-19 12:39:52,274 DEBUG: View 2 : 0.560675729708 +2016-08-19 12:39:52,554 DEBUG: View 4 : 0.528372093023 +2016-08-19 12:39:53,890 DEBUG: Best view : Methyl_ +2016-08-19 12:39:53,977 DEBUG: Start: Iteration 300 +2016-08-19 12:39:54,234 DEBUG: View 0 : 0.457516339869 +2016-08-19 12:39:54,246 DEBUG: View 1 : 0.582139172303 +2016-08-19 12:39:54,516 DEBUG: View 3 : 0.583928571429 +2016-08-19 12:39:54,652 DEBUG: View 2 : 0.508838383838 +2016-08-19 12:39:54,942 DEBUG: View 4 : 0.56366362614 +2016-08-19 12:39:56,250 DEBUG: Best view : Clinic_ +2016-08-19 12:39:56,339 DEBUG: Start: Iteration 301 +2016-08-19 12:39:56,657 DEBUG: View 0 : 0.5057997558 +2016-08-19 12:39:56,662 DEBUG: View 1 : 0.491071428571 +2016-08-19 12:39:56,929 DEBUG: View 3 : 0.558179525393 +2016-08-19 12:39:57,036 DEBUG: View 2 : 0.576388888889 +2016-08-19 12:39:57,326 DEBUG: View 4 : 0.581311554168 +2016-08-19 12:39:58,684 DEBUG: Best view : MRNASeq +2016-08-19 12:39:58,774 DEBUG: Start: Iteration 302 +2016-08-19 12:39:59,085 DEBUG: View 0 : 0.508943313154 +2016-08-19 12:39:59,095 DEBUG: View 1 : 0.440989603389 +2016-08-19 12:39:59,359 DEBUG: View 3 : 0.541057367829 +2016-08-19 12:39:59,466 DEBUG: View 2 : 0.535573512022 +2016-08-19 12:39:59,746 DEBUG: View 4 : 0.600752901809 +2016-08-19 12:40:01,046 DEBUG: Best view : MRNASeq +2016-08-19 12:40:01,135 DEBUG: Start: Iteration 303 +2016-08-19 12:40:01,440 DEBUG: View 0 : 0.633610161212 +2016-08-19 12:40:01,450 DEBUG: View 1 : 0.670579420579 +2016-08-19 12:40:01,714 DEBUG: View 3 : 0.622865853659 +2016-08-19 12:40:01,818 DEBUG: View 2 : 0.661871921182 +2016-08-19 12:40:02,095 DEBUG: View 4 : 0.498310810811 +2016-08-19 12:40:03,300 DEBUG: Best view : RNASeq_ +2016-08-19 12:40:03,388 DEBUG: Start: Iteration 304 +2016-08-19 12:40:03,706 DEBUG: View 0 : 0.469382591093 +2016-08-19 12:40:03,715 DEBUG: View 1 : 0.679738562092 +2016-08-19 12:40:03,982 DEBUG: View 3 : 0.51654676259 +2016-08-19 12:40:04,097 DEBUG: View 2 : 0.510695721711 +2016-08-19 12:40:04,374 DEBUG: View 4 : 0.615009151922 +2016-08-19 12:40:05,663 DEBUG: Best view : MiRNA__ +2016-08-19 12:40:05,751 DEBUG: Start: Iteration 305 +2016-08-19 12:40:06,054 DEBUG: View 0 : 0.405460681051 +2016-08-19 12:40:06,065 DEBUG: View 1 : 0.646802325581 +2016-08-19 12:40:06,326 DEBUG: View 3 : 0.59806763285 +2016-08-19 12:40:06,429 DEBUG: View 2 : 0.576685855263 +2016-08-19 12:40:06,712 DEBUG: View 4 : 0.537813479624 +2016-08-19 12:40:07,913 DEBUG: Best view : MiRNA__ +2016-08-19 12:40:08,002 DEBUG: Start: Iteration 306 +2016-08-19 12:40:08,258 DEBUG: View 0 : 0.442307692308 +2016-08-19 12:40:08,271 DEBUG: View 1 : 0.69 +2016-08-19 12:40:08,533 DEBUG: View 3 : 0.52253164557 +2016-08-19 12:40:08,638 DEBUG: View 2 : 0.53622483711 +2016-08-19 12:40:08,916 DEBUG: View 4 : 0.545555555556 +2016-08-19 12:40:10,188 DEBUG: Best view : MiRNA__ +2016-08-19 12:40:10,277 DEBUG: Start: Iteration 307 +2016-08-19 12:40:10,532 DEBUG: View 0 : 0.435061095782 +2016-08-19 12:40:10,542 DEBUG: View 1 : 0.503452299912 +2016-08-19 12:40:10,802 DEBUG: View 3 : 0.594696969697 +2016-08-19 12:40:10,907 DEBUG: View 2 : 0.595141700405 +2016-08-19 12:40:11,186 DEBUG: View 4 : 0.533640552995 +2016-08-19 12:40:12,468 DEBUG: Best view : Clinic_ +2016-08-19 12:40:12,592 DEBUG: Start: Iteration 308 +2016-08-19 12:40:12,884 DEBUG: View 0 : 0.604091174752 +2016-08-19 12:40:12,895 DEBUG: View 1 : 0.819095477387 +2016-08-19 12:40:13,163 DEBUG: View 3 : 0.753742203742 +2016-08-19 12:40:13,303 DEBUG: View 2 : 0.549019607843 +2016-08-19 12:40:13,581 DEBUG: View 4 : 0.492818322981 +2016-08-19 12:40:14,860 DEBUG: Best view : Clinic_ +2016-08-19 12:40:14,950 DEBUG: Start: Iteration 309 +2016-08-19 12:40:15,251 DEBUG: View 0 : 0.50568711542 +2016-08-19 12:40:15,261 DEBUG: View 1 : 0.617010309278 +2016-08-19 12:40:15,521 DEBUG: View 3 : 0.547422357001 +2016-08-19 12:40:15,624 DEBUG: View 2 : 0.518744551003 +2016-08-19 12:40:15,905 DEBUG: View 4 : 0.554267310789 +2016-08-19 12:40:17,140 DEBUG: Best view : MiRNA__ +2016-08-19 12:40:17,229 DEBUG: Start: Iteration 310 +2016-08-19 12:40:17,539 DEBUG: View 0 : 0.51871657754 +2016-08-19 12:40:17,551 DEBUG: View 1 : 0.615591397849 +2016-08-19 12:40:17,822 DEBUG: View 3 : 0.576219512195 +2016-08-19 12:40:17,968 DEBUG: View 2 : 0.488566827697 +2016-08-19 12:40:18,280 DEBUG: View 4 : 0.510695721711 +2016-08-19 12:40:19,582 DEBUG: Best view : Clinic_ +2016-08-19 12:40:19,673 DEBUG: Start: Iteration 311 +2016-08-19 12:40:19,985 DEBUG: View 0 : 0.507307692308 +2016-08-19 12:40:19,996 DEBUG: View 1 : 0.395101065419 +2016-08-19 12:40:20,261 DEBUG: View 3 : 0.659090909091 +2016-08-19 12:40:20,366 DEBUG: View 2 : 0.505125725338 +2016-08-19 12:40:20,654 DEBUG: View 4 : 0.60587639311 +2016-08-19 12:40:21,983 DEBUG: Best view : Clinic_ +2016-08-19 12:40:22,073 DEBUG: Start: Iteration 312 +2016-08-19 12:40:22,379 DEBUG: View 0 : 0.438657407407 +2016-08-19 12:40:22,393 DEBUG: View 1 : 0.34121363983 +2016-08-19 12:40:22,658 DEBUG: View 3 : 0.536935286935 +2016-08-19 12:40:22,766 DEBUG: View 2 : 0.549019607843 +2016-08-19 12:40:23,048 DEBUG: View 4 : 0.549480396788 +2016-08-19 12:40:24,409 DEBUG: Best view : RNASeq_ +2016-08-19 12:40:24,510 DEBUG: Start: Iteration 313 +2016-08-19 12:40:24,835 DEBUG: View 0 : 0.570740740741 +2016-08-19 12:40:24,845 DEBUG: View 1 : 0.626815642458 +2016-08-19 12:40:25,155 DEBUG: View 3 : 0.539262820513 +2016-08-19 12:40:25,278 DEBUG: View 2 : 0.595603321935 +2016-08-19 12:40:25,604 DEBUG: View 4 : 0.592725858213 +2016-08-19 12:40:27,037 DEBUG: Best view : MiRNA__ +2016-08-19 12:40:27,151 DEBUG: Start: Iteration 314 +2016-08-19 12:40:27,460 DEBUG: View 0 : 0.22559150169 +2016-08-19 12:40:27,472 DEBUG: View 1 : 0.5625 +2016-08-19 12:40:27,732 DEBUG: View 3 : 0.652116402116 +2016-08-19 12:40:27,837 DEBUG: View 2 : 0.571871251499 +2016-08-19 12:40:28,120 DEBUG: View 4 : 0.536756248039 +2016-08-19 12:40:29,492 DEBUG: Best view : Clinic_ +2016-08-19 12:40:29,584 DEBUG: Start: Iteration 315 +2016-08-19 12:40:29,855 DEBUG: View 0 : 0.511339014878 +2016-08-19 12:40:29,866 DEBUG: View 1 : 0.492804276316 +2016-08-19 12:40:30,136 DEBUG: View 3 : 0.587360105332 +2016-08-19 12:40:30,239 DEBUG: View 2 : 0.565705911089 +2016-08-19 12:40:30,576 DEBUG: View 4 : 0.498982853822 +2016-08-19 12:40:31,976 DEBUG: Best view : Clinic_ +2016-08-19 12:40:32,073 DEBUG: Start: Iteration 316 +2016-08-19 12:40:32,393 DEBUG: View 0 : 0.449000454339 +2016-08-19 12:40:32,403 DEBUG: View 1 : 0.433482142857 +2016-08-19 12:40:32,680 DEBUG: View 3 : 0.519734308818 +2016-08-19 12:40:32,788 DEBUG: View 2 : 0.586529340019 +2016-08-19 12:40:33,084 DEBUG: View 4 : 0.55266955267 +2016-08-19 12:40:34,459 DEBUG: Best view : RNASeq_ +2016-08-19 12:40:34,552 DEBUG: Start: Iteration 317 +2016-08-19 12:40:34,809 DEBUG: View 0 : 0.406167602889 +2016-08-19 12:40:34,819 DEBUG: View 1 : 0.583104062146 +2016-08-19 12:40:35,080 DEBUG: View 3 : 0.5625 +2016-08-19 12:40:35,185 DEBUG: View 2 : 0.560502172863 +2016-08-19 12:40:35,462 DEBUG: View 4 : 0.561675329868 +2016-08-19 12:40:36,916 DEBUG: Best view : Clinic_ +2016-08-19 12:40:37,011 DEBUG: Start: Iteration 318 +2016-08-19 12:40:37,320 DEBUG: View 0 : 0.54419729207 +2016-08-19 12:40:37,333 DEBUG: View 1 : 0.520588235294 +2016-08-19 12:40:37,612 DEBUG: View 3 : 0.600789993417 +2016-08-19 12:40:37,722 DEBUG: View 2 : 0.604329004329 +2016-08-19 12:40:38,033 DEBUG: View 4 : 0.565727236894 +2016-08-19 12:40:39,394 DEBUG: Best view : Clinic_ +2016-08-19 12:40:39,489 DEBUG: Start: Iteration 319 +2016-08-19 12:40:39,825 DEBUG: View 0 : 0.455608718767 +2016-08-19 12:40:39,836 DEBUG: View 1 : 0.651282051282 +2016-08-19 12:40:40,111 DEBUG: View 3 : 0.657934357121 +2016-08-19 12:40:40,223 DEBUG: View 2 : 0.55 +2016-08-19 12:40:40,506 DEBUG: View 4 : 0.532366071429 +2016-08-19 12:40:41,925 DEBUG: Best view : Clinic_ +2016-08-19 12:40:42,021 DEBUG: Start: Iteration 320 +2016-08-19 12:40:42,288 DEBUG: View 0 : 0.568523430592 +2016-08-19 12:40:42,299 DEBUG: View 1 : 0.504578754579 +2016-08-19 12:40:42,572 DEBUG: View 3 : 0.512307692308 +2016-08-19 12:40:42,680 DEBUG: View 2 : 0.517829457364 +2016-08-19 12:40:42,963 DEBUG: View 4 : 0.488904795991 +2016-08-19 12:40:44,291 DEBUG: Best view : RNASeq_ +2016-08-19 12:40:44,386 DEBUG: Start: Iteration 321 +2016-08-19 12:40:44,714 DEBUG: View 0 : 0.569835624339 +2016-08-19 12:40:44,724 DEBUG: View 1 : 0.549480396788 +2016-08-19 12:40:45,010 DEBUG: View 3 : 0.585821258388 +2016-08-19 12:40:45,117 DEBUG: View 2 : 0.510617760618 +2016-08-19 12:40:45,422 DEBUG: View 4 : 0.575163398693 +2016-08-19 12:40:46,827 DEBUG: Best view : MRNASeq +2016-08-19 12:40:46,922 DEBUG: Start: Iteration 322 +2016-08-19 12:40:47,259 DEBUG: View 0 : 0.272520242915 +2016-08-19 12:40:47,272 DEBUG: View 1 : 0.449774103624 +2016-08-19 12:40:47,557 DEBUG: View 3 : 0.530099954566 +2016-08-19 12:40:47,663 DEBUG: View 2 : 0.618288144604 +2016-08-19 12:40:47,991 DEBUG: View 4 : 0.527821316614 +2016-08-19 12:40:49,308 DEBUG: Best view : RNASeq_ +2016-08-19 12:40:49,400 DEBUG: Start: Iteration 323 +2016-08-19 12:40:49,655 DEBUG: View 0 : 0.540283886445 +2016-08-19 12:40:49,667 DEBUG: View 1 : 0.691386901486 +2016-08-19 12:40:49,928 DEBUG: View 3 : 0.661764705882 +2016-08-19 12:40:50,032 DEBUG: View 2 : 0.581018518519 +2016-08-19 12:40:50,313 DEBUG: View 4 : 0.545783926219 +2016-08-19 12:40:51,683 DEBUG: Best view : MiRNA__ +2016-08-19 12:40:51,777 DEBUG: Start: Iteration 324 +2016-08-19 12:40:52,040 DEBUG: View 0 : 0.538461538462 +2016-08-19 12:40:52,050 DEBUG: View 1 : 0.647058823529 +2016-08-19 12:40:52,330 DEBUG: View 3 : 0.591263494602 +2016-08-19 12:40:52,480 DEBUG: View 2 : 0.510466988728 +2016-08-19 12:40:52,770 DEBUG: View 4 : 0.6234375 +2016-08-19 12:40:54,190 DEBUG: Best view : MRNASeq +2016-08-19 12:40:54,283 DEBUG: Start: Iteration 325 +2016-08-19 12:40:54,536 DEBUG: View 0 : 0.453188259109 +2016-08-19 12:40:54,547 DEBUG: View 1 : 0.445399212317 +2016-08-19 12:40:54,807 DEBUG: View 3 : 0.536878881988 +2016-08-19 12:40:54,910 DEBUG: View 2 : 0.496786142281 +2016-08-19 12:40:55,186 DEBUG: View 4 : 0.641865079365 +2016-08-19 12:40:56,583 DEBUG: Best view : MRNASeq +2016-08-19 12:40:56,677 DEBUG: Start: Iteration 326 +2016-08-19 12:40:57,021 DEBUG: View 0 : 0.506272401434 +2016-08-19 12:40:57,031 DEBUG: View 1 : 0.720867208672 +2016-08-19 12:40:57,306 DEBUG: View 3 : 0.614379084967 +2016-08-19 12:40:57,409 DEBUG: View 2 : 0.517829457364 +2016-08-19 12:40:57,693 DEBUG: View 4 : 0.61091954023 +2016-08-19 12:40:59,154 DEBUG: Best view : MiRNA__ +2016-08-19 12:40:59,248 DEBUG: Start: Iteration 327 +2016-08-19 12:40:59,494 DEBUG: View 0 : 0.50568711542 +2016-08-19 12:40:59,506 DEBUG: View 1 : 0.567299006323 +2016-08-19 12:40:59,765 DEBUG: View 3 : 0.456944444444 +2016-08-19 12:40:59,868 DEBUG: View 2 : 0.502976190476 +2016-08-19 12:41:00,150 DEBUG: View 4 : 0.583928571429 +2016-08-19 12:41:01,521 DEBUG: Best view : MRNASeq +2016-08-19 12:41:01,615 DEBUG: Start: Iteration 328 +2016-08-19 12:41:01,867 DEBUG: View 0 : 0.553271240345 +2016-08-19 12:41:01,880 DEBUG: View 1 : 0.491902834008 +2016-08-19 12:41:02,149 DEBUG: View 3 : 0.499713401353 +2016-08-19 12:41:02,260 DEBUG: View 2 : 0.440761267385 +2016-08-19 12:41:02,584 DEBUG: View 4 : 0.458964312189 +2016-08-19 12:41:03,893 DEBUG: Best view : Methyl_ +2016-08-19 12:41:03,986 DEBUG: Start: Iteration 329 +2016-08-19 12:41:04,304 DEBUG: View 0 : 0.420731707317 +2016-08-19 12:41:04,314 DEBUG: View 1 : 0.616014026885 +2016-08-19 12:41:04,584 DEBUG: View 3 : 0.66063145294 +2016-08-19 12:41:04,702 DEBUG: View 2 : 0.581085271318 +2016-08-19 12:41:05,006 DEBUG: View 4 : 0.545624753646 +2016-08-19 12:41:06,418 DEBUG: Best view : Clinic_ +2016-08-19 12:41:06,512 DEBUG: Start: Iteration 330 +2016-08-19 12:41:06,768 DEBUG: View 0 : 0.452205882353 +2016-08-19 12:41:06,778 DEBUG: View 1 : 0.474610297591 +2016-08-19 12:41:07,039 DEBUG: View 3 : 0.530303030303 +2016-08-19 12:41:07,143 DEBUG: View 2 : 0.555159456595 +2016-08-19 12:41:07,425 DEBUG: View 4 : 0.547851279575 +2016-08-19 12:41:08,776 DEBUG: Best view : Clinic_ +2016-08-19 12:41:08,871 DEBUG: Start: Iteration 331 +2016-08-19 12:41:09,125 DEBUG: View 0 : 0.49367816092 +2016-08-19 12:41:09,136 DEBUG: View 1 : 0.722164948454 +2016-08-19 12:41:09,398 DEBUG: View 3 : 0.518514311677 +2016-08-19 12:41:09,501 DEBUG: View 2 : 0.547538610039 +2016-08-19 12:41:09,780 DEBUG: View 4 : 0.533333333333 +2016-08-19 12:41:11,274 DEBUG: Best view : MiRNA__ +2016-08-19 12:41:11,401 DEBUG: Start: Iteration 332 +2016-08-19 12:41:11,678 DEBUG: View 0 : 0.520833333333 +2016-08-19 12:41:11,688 DEBUG: View 1 : 0.586529340019 +2016-08-19 12:41:11,967 DEBUG: View 3 : 0.533804640048 +2016-08-19 12:41:12,071 DEBUG: View 2 : 0.534584980237 +2016-08-19 12:41:12,429 DEBUG: View 4 : 0.538914728682 +2016-08-19 12:41:13,830 DEBUG: Best view : MiRNA__ +2016-08-19 12:41:13,925 DEBUG: Start: Iteration 333 +2016-08-19 12:41:14,194 DEBUG: View 0 : 0.453907203907 +2016-08-19 12:41:14,196 DEBUG: View 1 : 0.607142857143 +2016-08-19 12:41:14,464 DEBUG: View 3 : 0.549147727273 +2016-08-19 12:41:14,573 DEBUG: View 2 : 0.569298245614 +2016-08-19 12:41:14,880 DEBUG: View 4 : 0.550651859005 +2016-08-19 12:41:16,389 DEBUG: Best view : MiRNA__ +2016-08-19 12:41:16,499 DEBUG: Start: Iteration 334 +2016-08-19 12:41:16,812 DEBUG: View 0 : 0.520833333333 +2016-08-19 12:41:16,822 DEBUG: View 1 : 0.691386901486 +2016-08-19 12:41:17,095 DEBUG: View 3 : 0.538912579957 +2016-08-19 12:41:17,203 DEBUG: View 2 : 0.588827838828 +2016-08-19 12:41:17,488 DEBUG: View 4 : 0.641304347826 +2016-08-19 12:41:18,846 DEBUG: Best view : MiRNA__ +2016-08-19 12:41:18,940 DEBUG: Start: Iteration 335 +2016-08-19 12:41:19,259 DEBUG: View 0 : 0.446428571429 +2016-08-19 12:41:19,272 DEBUG: View 1 : 0.660589410589 +2016-08-19 12:41:19,534 DEBUG: View 3 : 0.593209939667 +2016-08-19 12:41:19,638 DEBUG: View 2 : 0.622850859656 +2016-08-19 12:41:19,939 DEBUG: View 4 : 0.542123824451 +2016-08-19 12:41:21,439 DEBUG: Best view : RNASeq_ +2016-08-19 12:41:21,535 DEBUG: Start: Iteration 336 +2016-08-19 12:41:21,855 DEBUG: View 0 : 0.550415052573 +2016-08-19 12:41:21,865 DEBUG: View 1 : 0.579824561404 +2016-08-19 12:41:22,128 DEBUG: View 3 : 0.629532163743 +2016-08-19 12:41:22,231 DEBUG: View 2 : 0.551538461538 +2016-08-19 12:41:22,516 DEBUG: View 4 : 0.543917928676 +2016-08-19 12:41:23,938 DEBUG: Best view : Clinic_ +2016-08-19 12:41:24,036 DEBUG: Start: Iteration 337 +2016-08-19 12:41:24,291 DEBUG: View 0 : 0.554880108072 +2016-08-19 12:41:24,303 DEBUG: View 1 : 0.389615384615 +2016-08-19 12:41:24,565 DEBUG: View 3 : 0.543139293139 +2016-08-19 12:41:24,669 DEBUG: View 2 : 0.579824561404 +2016-08-19 12:41:24,948 DEBUG: View 4 : 0.533288370749 +2016-08-19 12:41:26,349 DEBUG: Best view : RNASeq_ +2016-08-19 12:41:26,453 DEBUG: Start: Iteration 338 +2016-08-19 12:41:26,714 DEBUG: View 0 : 0.637735109718 +2016-08-19 12:41:26,724 DEBUG: View 1 : 0.558502799882 +2016-08-19 12:41:26,994 DEBUG: View 3 : 0.586529340019 +2016-08-19 12:41:27,138 DEBUG: View 2 : 0.585744234801 +2016-08-19 12:41:27,417 DEBUG: View 4 : 0.560500329164 +2016-08-19 12:41:28,885 DEBUG: Best view : Methyl_ +2016-08-19 12:41:29,003 DEBUG: Start: Iteration 339 +2016-08-19 12:41:29,398 DEBUG: View 0 : 0.486631016043 +2016-08-19 12:41:29,414 DEBUG: View 1 : 0.501083743842 +2016-08-19 12:41:29,734 DEBUG: View 3 : 0.549786780384 +2016-08-19 12:41:29,843 DEBUG: View 2 : 0.529411764706 +2016-08-19 12:41:30,131 DEBUG: View 4 : 0.551981351981 +2016-08-19 12:41:31,575 DEBUG: Best view : MRNASeq +2016-08-19 12:41:31,675 DEBUG: Start: Iteration 340 +2016-08-19 12:41:31,992 DEBUG: View 0 : 0.540329469189 +2016-08-19 12:41:32,004 DEBUG: View 1 : 0.820707070707 +2016-08-19 12:41:32,267 DEBUG: View 3 : 0.54809805579 +2016-08-19 12:41:32,374 DEBUG: View 2 : 0.538506248184 +2016-08-19 12:41:32,662 DEBUG: View 4 : 0.5057997558 +2016-08-19 12:41:34,115 DEBUG: Best view : MiRNA__ +2016-08-19 12:41:34,211 DEBUG: Start: Iteration 341 +2016-08-19 12:41:34,538 DEBUG: View 0 : 0.527821316614 +2016-08-19 12:41:34,551 DEBUG: View 1 : 0.430288461538 +2016-08-19 12:41:34,813 DEBUG: View 3 : 0.539112903226 +2016-08-19 12:41:34,917 DEBUG: View 2 : 0.530254206946 +2016-08-19 12:41:35,200 DEBUG: View 4 : 0.547619047619 +2016-08-19 12:41:36,662 DEBUG: Best view : RNASeq_ +2016-08-19 12:41:36,769 DEBUG: Start: Iteration 342 +2016-08-19 12:41:37,102 DEBUG: View 0 : 0.750572538086 +2016-08-19 12:41:37,112 DEBUG: View 1 : 0.446572580645 +2016-08-19 12:41:37,415 DEBUG: View 3 : 0.573571091167 +2016-08-19 12:41:37,563 DEBUG: View 2 : 0.494088910601 +2016-08-19 12:41:37,864 DEBUG: View 4 : 0.520891643343 +2016-08-19 12:41:39,374 DEBUG: Best view : Methyl_ +2016-08-19 12:41:39,474 DEBUG: Start: Iteration 343 +2016-08-19 12:41:39,734 DEBUG: View 0 : 0.368209255533 +2016-08-19 12:41:39,746 DEBUG: View 1 : 0.647058823529 +2016-08-19 12:41:40,017 DEBUG: View 3 : 0.589445352302 +2016-08-19 12:41:40,148 DEBUG: View 2 : 0.499516908213 +2016-08-19 12:41:40,476 DEBUG: View 4 : 0.536756248039 +2016-08-19 12:41:41,957 DEBUG: Best view : MiRNA__ +2016-08-19 12:41:42,055 DEBUG: Start: Iteration 344 +2016-08-19 12:41:42,314 DEBUG: View 0 : 0.482804232804 +2016-08-19 12:41:42,326 DEBUG: View 1 : 0.663318657127 +2016-08-19 12:41:42,645 DEBUG: View 3 : 0.594835443038 +2016-08-19 12:41:42,752 DEBUG: View 2 : 0.555715460526 +2016-08-19 12:41:43,064 DEBUG: View 4 : 0.584283342557 +2016-08-19 12:41:44,547 DEBUG: Best view : MiRNA__ +2016-08-19 12:41:44,645 DEBUG: Start: Iteration 345 +2016-08-19 12:41:44,905 DEBUG: View 0 : 0.460526315789 +2016-08-19 12:41:44,917 DEBUG: View 1 : 0.477611940299 +2016-08-19 12:41:45,185 DEBUG: View 3 : 0.602562538133 +2016-08-19 12:41:45,286 DEBUG: View 2 : 0.568181818182 +2016-08-19 12:41:45,563 DEBUG: View 4 : 0.551724137931 +2016-08-19 12:41:46,992 DEBUG: Best view : Clinic_ +2016-08-19 12:41:47,095 DEBUG: Start: Iteration 346 +2016-08-19 12:41:47,428 DEBUG: View 0 : 0.544905356424 +2016-08-19 12:41:47,438 DEBUG: View 1 : 0.456870563065 +2016-08-19 12:41:47,706 DEBUG: View 3 : 0.584586279 +2016-08-19 12:41:47,813 DEBUG: View 2 : 0.54512195122 +2016-08-19 12:41:48,094 DEBUG: View 4 : 0.546486300585 +2016-08-19 12:41:49,545 DEBUG: Best view : RNASeq_ +2016-08-19 12:41:49,653 DEBUG: Start: Iteration 347 +2016-08-19 12:41:50,004 DEBUG: View 0 : 0.617359000338 +2016-08-19 12:41:50,016 DEBUG: View 1 : 0.555035128806 +2016-08-19 12:41:50,309 DEBUG: View 3 : 0.641865079365 +2016-08-19 12:41:50,426 DEBUG: View 2 : 0.52251552795 +2016-08-19 12:41:50,704 DEBUG: View 4 : 0.534332688588 +2016-08-19 12:41:52,235 DEBUG: Best view : Clinic_ +2016-08-19 12:41:52,335 DEBUG: Start: Iteration 348 +2016-08-19 12:41:52,708 DEBUG: View 0 : 0.490055865922 +2016-08-19 12:41:52,717 DEBUG: View 1 : 0.656084656085 +2016-08-19 12:41:52,988 DEBUG: View 3 : 0.565793435712 +2016-08-19 12:41:53,096 DEBUG: View 2 : 0.54707044108 +2016-08-19 12:41:53,441 DEBUG: View 4 : 0.528372093023 +2016-08-19 12:41:54,956 DEBUG: Best view : MiRNA__ +2016-08-19 12:41:55,054 DEBUG: Start: Iteration 349 +2016-08-19 12:41:55,322 DEBUG: View 0 : 0.579420683886 +2016-08-19 12:41:55,333 DEBUG: View 1 : 0.444259892526 +2016-08-19 12:41:55,635 DEBUG: View 3 : 0.618742368742 +2016-08-19 12:41:55,746 DEBUG: View 2 : 0.570430379747 +2016-08-19 12:41:56,034 DEBUG: View 4 : 0.549786780384 +2016-08-19 12:41:57,604 DEBUG: Best view : Clinic_ +2016-08-19 12:41:57,715 DEBUG: Start: Iteration 350 +2016-08-19 12:41:58,037 DEBUG: View 0 : 0.532579787234 +2016-08-19 12:41:58,048 DEBUG: View 1 : 0.539125622579 +2016-08-19 12:41:58,326 DEBUG: View 3 : 0.544476914085 +2016-08-19 12:41:58,460 DEBUG: View 2 : 0.623811033608 +2016-08-19 12:41:58,744 DEBUG: View 4 : 0.550225896376 +2016-08-19 12:42:00,381 DEBUG: Best view : RNASeq_ +2016-08-19 12:42:00,488 DEBUG: Start: Iteration 351 +2016-08-19 12:42:00,765 DEBUG: View 0 : 0.423466200175 +2016-08-19 12:42:00,778 DEBUG: View 1 : 0.659090909091 +2016-08-19 12:42:01,059 DEBUG: View 3 : 0.466491112574 +2016-08-19 12:42:01,174 DEBUG: View 2 : 0.531087564974 +2016-08-19 12:42:01,502 DEBUG: View 4 : 0.53431372549 +2016-08-19 12:42:03,003 DEBUG: Best view : MiRNA__ +2016-08-19 12:42:03,103 DEBUG: Start: Iteration 352 +2016-08-19 12:42:03,421 DEBUG: View 0 : 0.441294642857 +2016-08-19 12:42:03,431 DEBUG: View 1 : 0.697054263566 +2016-08-19 12:42:03,696 DEBUG: View 3 : 0.615740740741 +2016-08-19 12:42:03,802 DEBUG: View 2 : 0.502976190476 +2016-08-19 12:42:04,089 DEBUG: View 4 : 0.607909358318 +2016-08-19 12:42:05,683 DEBUG: Best view : MiRNA__ +2016-08-19 12:42:05,872 DEBUG: Start: Iteration 353 +2016-08-19 12:42:06,207 DEBUG: View 0 : 0.456870563065 +2016-08-19 12:42:06,218 DEBUG: View 1 : 0.569852941176 +2016-08-19 12:42:06,479 DEBUG: View 3 : 0.470588235294 +2016-08-19 12:42:06,583 DEBUG: View 2 : 0.518300338001 +2016-08-19 12:42:06,865 DEBUG: View 4 : 0.531237295026 +2016-08-19 12:42:08,293 DEBUG: Best view : MiRNA__ +2016-08-19 12:42:08,402 DEBUG: Start: Iteration 354 +2016-08-19 12:42:08,669 DEBUG: View 0 : 0.558883317523 +2016-08-19 12:42:08,681 DEBUG: View 1 : 0.509722757027 +2016-08-19 12:42:08,946 DEBUG: View 3 : 0.583964646465 +2016-08-19 12:42:09,050 DEBUG: View 2 : 0.536980749747 +2016-08-19 12:42:09,333 DEBUG: View 4 : 0.506780776827 +2016-08-19 12:42:10,780 DEBUG: Best view : Clinic_ +2016-08-19 12:42:10,879 DEBUG: Start: Iteration 355 +2016-08-19 12:42:11,140 DEBUG: View 0 : 0.520833333333 +2016-08-19 12:42:11,153 DEBUG: View 1 : 0.639813820265 +2016-08-19 12:42:11,420 DEBUG: View 3 : 0.554600787683 +2016-08-19 12:42:11,555 DEBUG: View 2 : 0.532367149758 +2016-08-19 12:42:11,841 DEBUG: View 4 : 0.519892043183 +2016-08-19 12:42:13,307 DEBUG: Best view : MiRNA__ +2016-08-19 12:42:13,420 DEBUG: Start: Iteration 356 +2016-08-19 12:42:13,753 DEBUG: View 0 : 0.501083743842 +2016-08-19 12:42:13,763 DEBUG: View 1 : 0.500209643606 +2016-08-19 12:42:14,027 DEBUG: View 3 : 0.492647058824 +2016-08-19 12:42:14,131 DEBUG: View 2 : 0.524733937722 +2016-08-19 12:42:14,450 DEBUG: View 4 : 0.541683991684 +2016-08-19 12:42:16,005 DEBUG: Best view : Methyl_ +2016-08-19 12:42:16,107 DEBUG: Start: Iteration 357 +2016-08-19 12:42:16,362 DEBUG: View 0 : 0.640113798009 +2016-08-19 12:42:16,373 DEBUG: View 1 : 0.64898989899 +2016-08-19 12:42:16,636 DEBUG: View 3 : 0.607912976511 +2016-08-19 12:42:16,739 DEBUG: View 2 : 0.498798423532 +2016-08-19 12:42:17,026 DEBUG: View 4 : 0.568754574924 +2016-08-19 12:42:18,625 DEBUG: Best view : Methyl_ +2016-08-19 12:42:18,728 DEBUG: Start: Iteration 358 +2016-08-19 12:42:19,078 DEBUG: View 0 : 0.423466200175 +2016-08-19 12:42:19,088 DEBUG: View 1 : 0.526468455402 +2016-08-19 12:42:19,358 DEBUG: View 3 : 0.56066098081 +2016-08-19 12:42:19,462 DEBUG: View 2 : 0.570352486721 +2016-08-19 12:42:19,836 DEBUG: View 4 : 0.565342349958 +2016-08-19 12:42:21,274 DEBUG: Best view : MRNASeq +2016-08-19 12:42:21,379 DEBUG: Start: Iteration 359 +2016-08-19 12:42:21,652 DEBUG: View 0 : 0.550415052573 +2016-08-19 12:42:21,664 DEBUG: View 1 : 0.609375 +2016-08-19 12:42:21,939 DEBUG: View 3 : 0.625246353961 +2016-08-19 12:42:22,050 DEBUG: View 2 : 0.538912579957 +2016-08-19 12:42:22,344 DEBUG: View 4 : 0.560502172863 +2016-08-19 12:42:23,812 DEBUG: Best view : Clinic_ +2016-08-19 12:42:23,915 DEBUG: Start: Iteration 360 +2016-08-19 12:42:24,228 DEBUG: View 0 : 0.569055813258 +2016-08-19 12:42:24,239 DEBUG: View 1 : 0.652358644733 +2016-08-19 12:42:24,505 DEBUG: View 3 : 0.519590643275 +2016-08-19 12:42:24,608 DEBUG: View 2 : 0.543807641634 +2016-08-19 12:42:24,904 DEBUG: View 4 : 0.564986992967 +2016-08-19 12:42:26,470 DEBUG: Best view : MiRNA__ +2016-08-19 12:42:26,577 DEBUG: Start: Iteration 361 +2016-08-19 12:42:26,949 DEBUG: View 0 : 0.544117647059 +2016-08-19 12:42:26,958 DEBUG: View 1 : 0.567204301075 +2016-08-19 12:42:27,259 DEBUG: View 3 : 0.615192307692 +2016-08-19 12:42:27,392 DEBUG: View 2 : 0.546144121365 +2016-08-19 12:42:27,682 DEBUG: View 4 : 0.567789968652 +2016-08-19 12:42:29,150 DEBUG: Best view : Clinic_ +2016-08-19 12:42:29,274 DEBUG: Start: Iteration 362 +2016-08-19 12:42:29,615 DEBUG: View 0 : 0.6286966046 +2016-08-19 12:42:29,625 DEBUG: View 1 : 0.663418548664 +2016-08-19 12:42:29,925 DEBUG: View 3 : 0.488904795991 +2016-08-19 12:42:30,082 DEBUG: View 2 : 0.527821316614 +2016-08-19 12:42:30,363 DEBUG: View 4 : 0.590115924344 +2016-08-19 12:42:31,872 DEBUG: Best view : MiRNA__ +2016-08-19 12:42:31,991 DEBUG: Start: Iteration 363 +2016-08-19 12:42:32,317 DEBUG: View 0 : 0.72634032634 +2016-08-19 12:42:32,329 DEBUG: View 1 : 0.663262356682 +2016-08-19 12:42:32,625 DEBUG: View 3 : 0.487701612903 +2016-08-19 12:42:32,749 DEBUG: View 2 : 0.608046558704 +2016-08-19 12:42:33,113 DEBUG: View 4 : 0.515471028774 +2016-08-19 12:42:34,623 DEBUG: Best view : Methyl_ +2016-08-19 12:42:34,728 DEBUG: Start: Iteration 364 +2016-08-19 12:42:35,040 DEBUG: View 0 : 0.501083743842 +2016-08-19 12:42:35,051 DEBUG: View 1 : 0.657840760768 +2016-08-19 12:42:35,313 DEBUG: View 3 : 0.647189064305 +2016-08-19 12:42:35,417 DEBUG: View 2 : 0.556179180345 +2016-08-19 12:42:35,697 DEBUG: View 4 : 0.498214285714 +2016-08-19 12:42:37,130 DEBUG: Best view : Clinic_ +2016-08-19 12:42:37,235 DEBUG: Start: Iteration 365 +2016-08-19 12:42:37,551 DEBUG: View 0 : 0.461493751816 +2016-08-19 12:42:37,566 DEBUG: View 1 : 0.526145203111 +2016-08-19 12:42:37,855 DEBUG: View 3 : 0.595141700405 +2016-08-19 12:42:37,961 DEBUG: View 2 : 0.569055813258 +2016-08-19 12:42:38,294 DEBUG: View 4 : 0.591809006211 +2016-08-19 12:42:39,749 DEBUG: Best view : Clinic_ +2016-08-19 12:42:39,853 DEBUG: Start: Iteration 366 +2016-08-19 12:42:40,115 DEBUG: View 0 : 0.467648704084 +2016-08-19 12:42:40,126 DEBUG: View 1 : 0.362373737374 +2016-08-19 12:42:40,432 DEBUG: View 3 : 0.508399646331 +2016-08-19 12:42:40,567 DEBUG: View 2 : 0.621752479924 +2016-08-19 12:42:40,846 DEBUG: View 4 : 0.566517857143 +2016-08-19 12:42:42,450 DEBUG: Best view : RNASeq_ +2016-08-19 12:42:42,555 DEBUG: Start: Iteration 367 +2016-08-19 12:42:42,890 DEBUG: View 0 : 0.402014652015 +2016-08-19 12:42:42,900 DEBUG: View 1 : 0.696666666667 +2016-08-19 12:42:43,187 DEBUG: View 3 : 0.548184961106 +2016-08-19 12:42:43,317 DEBUG: View 2 : 0.581786030062 +2016-08-19 12:42:43,636 DEBUG: View 4 : 0.568322618352 +2016-08-19 12:42:45,145 DEBUG: Best view : MiRNA__ +2016-08-19 12:42:45,250 DEBUG: Start: Iteration 368 +2016-08-19 12:42:45,578 DEBUG: View 0 : 0.557692307692 +2016-08-19 12:42:45,587 DEBUG: View 1 : 0.654083446617 +2016-08-19 12:42:45,875 DEBUG: View 3 : 0.761951410658 +2016-08-19 12:42:45,982 DEBUG: View 2 : 0.513095238095 +2016-08-19 12:42:46,274 DEBUG: View 4 : 0.563194444444 +2016-08-19 12:42:47,817 DEBUG: Best view : Clinic_ +2016-08-19 12:42:47,926 DEBUG: Start: Iteration 369 +2016-08-19 12:42:48,181 DEBUG: View 0 : 0.42737854251 +2016-08-19 12:42:48,194 DEBUG: View 1 : 0.65878636017 +2016-08-19 12:42:48,458 DEBUG: View 3 : 0.535079795242 +2016-08-19 12:42:48,559 DEBUG: View 2 : 0.488578088578 +2016-08-19 12:42:48,848 DEBUG: View 4 : 0.534745065789 +2016-08-19 12:42:50,433 DEBUG: Best view : MiRNA__ +2016-08-19 12:42:50,540 DEBUG: Start: Iteration 370 +2016-08-19 12:42:50,825 DEBUG: View 0 : 0.630134001525 +2016-08-19 12:42:50,840 DEBUG: View 1 : 0.600783143763 +2016-08-19 12:42:51,110 DEBUG: View 3 : 0.583928571429 +2016-08-19 12:42:51,258 DEBUG: View 2 : 0.547313797314 +2016-08-19 12:42:51,501 DEBUG: View 4 : 0.551388888889 +2016-08-19 12:42:53,083 DEBUG: Best view : Methyl_ +2016-08-19 12:42:53,189 DEBUG: Start: Iteration 371 +2016-08-19 12:42:53,508 DEBUG: View 0 : 0.553271240345 +2016-08-19 12:42:53,519 DEBUG: View 1 : 0.812807881773 +2016-08-19 12:42:53,784 DEBUG: View 3 : 0.505907626208 +2016-08-19 12:42:53,887 DEBUG: View 2 : 0.487847222222 +2016-08-19 12:42:54,176 DEBUG: View 4 : 0.486003861004 +2016-08-19 12:42:55,786 DEBUG: Best view : MiRNA__ +2016-08-19 12:42:55,909 DEBUG: Start: Iteration 372 +2016-08-19 12:42:56,239 DEBUG: View 0 : 0.577845322526 +2016-08-19 12:42:56,250 DEBUG: View 1 : 0.567922077922 +2016-08-19 12:42:56,514 DEBUG: View 3 : 0.540421032395 +2016-08-19 12:42:56,620 DEBUG: View 2 : 0.557701593433 +2016-08-19 12:42:56,916 DEBUG: View 4 : 0.517164179104 +2016-08-19 12:42:58,516 DEBUG: Best view : MiRNA__ +2016-08-19 12:42:58,621 DEBUG: Start: Iteration 373 +2016-08-19 12:42:58,885 DEBUG: View 0 : 0.387548262548 +2016-08-19 12:42:58,899 DEBUG: View 1 : 0.511855670103 +2016-08-19 12:42:59,168 DEBUG: View 3 : 0.695605045329 +2016-08-19 12:42:59,273 DEBUG: View 2 : 0.589154067225 +2016-08-19 12:42:59,551 DEBUG: View 4 : 0.510466988728 +2016-08-19 12:43:01,143 DEBUG: Best view : Clinic_ +2016-08-19 12:43:01,249 DEBUG: Start: Iteration 374 +2016-08-19 12:43:01,511 DEBUG: View 0 : 0.506272401434 +2016-08-19 12:43:01,524 DEBUG: View 1 : 0.609625668449 +2016-08-19 12:43:01,794 DEBUG: View 3 : 0.528213015476 +2016-08-19 12:43:01,898 DEBUG: View 2 : 0.548998844821 +2016-08-19 12:43:02,197 DEBUG: View 4 : 0.491549975857 +2016-08-19 12:43:03,901 DEBUG: Best view : Methyl_ +2016-08-19 12:43:04,010 DEBUG: Start: Iteration 375 +2016-08-19 12:43:04,374 DEBUG: View 0 : 0.378643578644 +2016-08-19 12:43:04,386 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:43:04,652 DEBUG: View 3 : 0.566576086957 +2016-08-19 12:43:04,801 DEBUG: View 2 : 0.549457364341 +2016-08-19 12:43:05,078 DEBUG: View 4 : 0.555133928571 +2016-08-19 12:43:06,597 DEBUG: Best view : MRNASeq +2016-08-19 12:43:06,704 DEBUG: Start: Iteration 376 +2016-08-19 12:43:07,033 DEBUG: View 0 : 0.557797805643 +2016-08-19 12:43:07,046 DEBUG: View 1 : 0.659090909091 +2016-08-19 12:43:07,339 DEBUG: View 3 : 0.590086792847 +2016-08-19 12:43:07,451 DEBUG: View 2 : 0.573791102515 +2016-08-19 12:43:07,742 DEBUG: View 4 : 0.562479247371 +2016-08-19 12:43:09,327 DEBUG: Best view : MiRNA__ +2016-08-19 12:43:09,432 DEBUG: Start: Iteration 377 +2016-08-19 12:43:09,698 DEBUG: View 0 : 0.506032097399 +2016-08-19 12:43:09,711 DEBUG: View 1 : 0.595925925926 +2016-08-19 12:43:09,975 DEBUG: View 3 : 0.536756248039 +2016-08-19 12:43:10,081 DEBUG: View 2 : 0.530254206946 +2016-08-19 12:43:10,367 DEBUG: View 4 : 0.556063405621 +2016-08-19 12:43:12,003 DEBUG: Best view : MiRNA__ +2016-08-19 12:43:12,111 DEBUG: Start: Iteration 378 +2016-08-19 12:43:12,492 DEBUG: View 0 : 0.457142857143 +2016-08-19 12:43:12,500 DEBUG: View 1 : 0.611607142857 +2016-08-19 12:43:12,769 DEBUG: View 3 : 0.583655705996 +2016-08-19 12:43:12,870 DEBUG: View 2 : 0.523986321446 +2016-08-19 12:43:13,147 DEBUG: View 4 : 0.461982120542 +2016-08-19 12:43:14,782 DEBUG: Best view : MiRNA__ +2016-08-19 12:43:14,890 DEBUG: Start: Iteration 379 +2016-08-19 12:43:15,215 DEBUG: View 0 : 0.500209643606 +2016-08-19 12:43:15,226 DEBUG: View 1 : 0.338235294118 +2016-08-19 12:43:15,498 DEBUG: View 3 : 0.707103720081 +2016-08-19 12:43:15,618 DEBUG: View 2 : 0.595572772551 +2016-08-19 12:43:15,972 DEBUG: View 4 : 0.567432471402 +2016-08-19 12:43:17,536 DEBUG: Best view : Clinic_ +2016-08-19 12:43:17,645 DEBUG: Start: Iteration 380 +2016-08-19 12:43:17,966 DEBUG: View 0 : 0.44078817734 +2016-08-19 12:43:17,977 DEBUG: View 1 : 0.619949494949 +2016-08-19 12:43:18,245 DEBUG: View 3 : 0.582586644125 +2016-08-19 12:43:18,385 DEBUG: View 2 : 0.525735294118 +2016-08-19 12:43:18,661 DEBUG: View 4 : 0.493978225263 +2016-08-19 12:43:20,219 DEBUG: Best view : Clinic_ +2016-08-19 12:43:20,331 DEBUG: Start: Iteration 381 +2016-08-19 12:43:20,596 DEBUG: View 0 : 0.535947712418 +2016-08-19 12:43:20,606 DEBUG: View 1 : 0.661871921182 +2016-08-19 12:43:20,867 DEBUG: View 3 : 0.496323529412 +2016-08-19 12:43:20,973 DEBUG: View 2 : 0.542313664596 +2016-08-19 12:43:21,255 DEBUG: View 4 : 0.543917928676 +2016-08-19 12:43:22,803 DEBUG: Best view : MiRNA__ +2016-08-19 12:43:22,910 DEBUG: Start: Iteration 382 +2016-08-19 12:43:23,237 DEBUG: View 0 : 0.517073960188 +2016-08-19 12:43:23,248 DEBUG: View 1 : 0.376630434783 +2016-08-19 12:43:23,507 DEBUG: View 3 : 0.495098039216 +2016-08-19 12:43:23,608 DEBUG: View 2 : 0.580063934903 +2016-08-19 12:43:23,890 DEBUG: View 4 : 0.489789196311 +2016-08-19 12:43:25,386 DEBUG: Best view : RNASeq_ +2016-08-19 12:43:25,494 DEBUG: Start: Iteration 383 +2016-08-19 12:43:25,763 DEBUG: View 0 : 0.551538461538 +2016-08-19 12:43:25,775 DEBUG: View 1 : 0.759088252484 +2016-08-19 12:43:26,036 DEBUG: View 3 : 0.581067572971 +2016-08-19 12:43:26,140 DEBUG: View 2 : 0.530116959064 +2016-08-19 12:43:26,427 DEBUG: View 4 : 0.529411764706 +2016-08-19 12:43:28,016 DEBUG: Best view : MiRNA__ +2016-08-19 12:43:28,126 DEBUG: Start: Iteration 384 +2016-08-19 12:43:28,393 DEBUG: View 0 : 0.466955266955 +2016-08-19 12:43:28,403 DEBUG: View 1 : 0.645362511504 +2016-08-19 12:43:28,670 DEBUG: View 3 : 0.532186948854 +2016-08-19 12:43:28,798 DEBUG: View 2 : 0.5216622458 +2016-08-19 12:43:29,075 DEBUG: View 4 : 0.539112903226 +2016-08-19 12:43:30,619 DEBUG: Best view : MiRNA__ +2016-08-19 12:43:30,728 DEBUG: Start: Iteration 385 +2016-08-19 12:43:31,001 DEBUG: View 0 : 0.630134001525 +2016-08-19 12:43:31,013 DEBUG: View 1 : 0.583104062146 +2016-08-19 12:43:31,282 DEBUG: View 3 : 0.52043228639 +2016-08-19 12:43:31,419 DEBUG: View 2 : 0.581786030062 +2016-08-19 12:43:31,705 DEBUG: View 4 : 0.590524193548 +2016-08-19 12:43:33,314 DEBUG: Best view : Methyl_ +2016-08-19 12:43:33,437 DEBUG: Start: Iteration 386 +2016-08-19 12:43:33,778 DEBUG: View 0 : 0.498724489796 +2016-08-19 12:43:33,789 DEBUG: View 1 : 0.508928571429 +2016-08-19 12:43:34,051 DEBUG: View 3 : 0.660504201681 +2016-08-19 12:43:34,158 DEBUG: View 2 : 0.562091503268 +2016-08-19 12:43:34,432 DEBUG: View 4 : 0.485042735043 +2016-08-19 12:43:35,945 DEBUG: Best view : Clinic_ +2016-08-19 12:43:36,055 DEBUG: Start: Iteration 387 +2016-08-19 12:43:36,333 DEBUG: View 0 : 0.587360105332 +2016-08-19 12:43:36,344 DEBUG: View 1 : 0.461016949153 +2016-08-19 12:43:36,606 DEBUG: View 3 : 0.557602310067 +2016-08-19 12:43:36,710 DEBUG: View 2 : 0.584318419871 +2016-08-19 12:43:36,992 DEBUG: View 4 : 0.547822743439 +2016-08-19 12:43:38,576 DEBUG: Best view : RNASeq_ +2016-08-19 12:43:38,686 DEBUG: Start: Iteration 388 +2016-08-19 12:43:39,022 DEBUG: View 0 : 0.459670530811 +2016-08-19 12:43:39,034 DEBUG: View 1 : 0.552776082977 +2016-08-19 12:43:39,305 DEBUG: View 3 : 0.62091503268 +2016-08-19 12:43:39,450 DEBUG: View 2 : 0.461016949153 +2016-08-19 12:43:39,720 DEBUG: View 4 : 0.564061669325 +2016-08-19 12:43:41,304 DEBUG: Best view : MRNASeq +2016-08-19 12:43:41,413 DEBUG: Start: Iteration 389 +2016-08-19 12:43:41,767 DEBUG: View 0 : 0.498724489796 +2016-08-19 12:43:41,780 DEBUG: View 1 : 0.338522588523 +2016-08-19 12:43:42,051 DEBUG: View 3 : 0.551388888889 +2016-08-19 12:43:42,152 DEBUG: View 2 : 0.541428571429 +2016-08-19 12:43:42,437 DEBUG: View 4 : 0.508399646331 +2016-08-19 12:43:44,064 DEBUG: Best view : Clinic_ +2016-08-19 12:43:44,175 DEBUG: Start: Iteration 390 +2016-08-19 12:43:44,464 DEBUG: View 0 : 0.41962962963 +2016-08-19 12:43:44,469 DEBUG: View 1 : 0.647058823529 +2016-08-19 12:43:44,731 DEBUG: View 3 : 0.529532163743 +2016-08-19 12:43:44,832 DEBUG: View 2 : 0.497983870968 +2016-08-19 12:43:45,117 DEBUG: View 4 : 0.577901785714 +2016-08-19 12:43:46,808 DEBUG: Best view : MiRNA__ +2016-08-19 12:43:46,922 DEBUG: Start: Iteration 391 +2016-08-19 12:43:47,200 DEBUG: View 0 : 0.512169312169 +2016-08-19 12:43:47,211 DEBUG: View 1 : 0.453188259109 +2016-08-19 12:43:47,486 DEBUG: View 3 : 0.552212732919 +2016-08-19 12:43:47,595 DEBUG: View 2 : 0.502989627822 +2016-08-19 12:43:47,878 DEBUG: View 4 : 0.611088709677 +2016-08-19 12:43:49,507 DEBUG: Best view : MRNASeq +2016-08-19 12:43:49,622 DEBUG: Start: Iteration 392 +2016-08-19 12:43:50,001 DEBUG: View 0 : 0.545331920224 +2016-08-19 12:43:50,010 DEBUG: View 1 : 0.611908661721 +2016-08-19 12:43:50,282 DEBUG: View 3 : 0.573529411765 +2016-08-19 12:43:50,384 DEBUG: View 2 : 0.492361111111 +2016-08-19 12:43:50,709 DEBUG: View 4 : 0.483425703231 +2016-08-19 12:43:52,350 DEBUG: Best view : MiRNA__ +2016-08-19 12:43:52,464 DEBUG: Start: Iteration 393 +2016-08-19 12:43:52,755 DEBUG: View 0 : 0.436073500967 +2016-08-19 12:43:52,767 DEBUG: View 1 : 0.582139172303 +2016-08-19 12:43:53,041 DEBUG: View 3 : 0.542857142857 +2016-08-19 12:43:53,147 DEBUG: View 2 : 0.543189873418 +2016-08-19 12:43:53,427 DEBUG: View 4 : 0.541428571429 +2016-08-19 12:43:55,104 DEBUG: Best view : MRNASeq +2016-08-19 12:43:55,219 DEBUG: Start: Iteration 394 +2016-08-19 12:43:55,513 DEBUG: View 0 : 0.546092796093 +2016-08-19 12:43:55,525 DEBUG: View 1 : 0.698656740573 +2016-08-19 12:43:55,787 DEBUG: View 3 : 0.583104062146 +2016-08-19 12:43:55,889 DEBUG: View 2 : 0.615983445014 +2016-08-19 12:43:56,186 DEBUG: View 4 : 0.560030760358 +2016-08-19 12:43:57,960 DEBUG: Best view : MiRNA__ +2016-08-19 12:43:58,073 DEBUG: Start: Iteration 395 +2016-08-19 12:43:58,353 DEBUG: View 0 : 0.501951600312 +2016-08-19 12:43:58,364 DEBUG: View 1 : 0.607102272727 +2016-08-19 12:43:58,629 DEBUG: View 3 : 0.5216622458 +2016-08-19 12:43:58,731 DEBUG: View 2 : 0.532962962963 +2016-08-19 12:43:59,017 DEBUG: View 4 : 0.532131661442 +2016-08-19 12:44:00,614 DEBUG: Best view : MiRNA__ +2016-08-19 12:44:00,724 DEBUG: Start: Iteration 396 +2016-08-19 12:44:01,070 DEBUG: View 0 : 0.452380952381 +2016-08-19 12:44:01,081 DEBUG: View 1 : 0.462215909091 +2016-08-19 12:44:01,344 DEBUG: View 3 : 0.498214285714 +2016-08-19 12:44:01,444 DEBUG: View 2 : 0.566205533597 +2016-08-19 12:44:01,733 DEBUG: View 4 : 0.566774078052 +2016-08-19 12:44:03,326 DEBUG: Best view : MRNASeq +2016-08-19 12:44:03,437 DEBUG: Start: Iteration 397 +2016-08-19 12:44:03,788 DEBUG: View 0 : 0.562169312169 +2016-08-19 12:44:03,801 DEBUG: View 1 : 0.563194444444 +2016-08-19 12:44:04,069 DEBUG: View 3 : 0.520778843359 +2016-08-19 12:44:04,167 DEBUG: View 2 : 0.605164556962 +2016-08-19 12:44:04,460 DEBUG: View 4 : 0.550651859005 +2016-08-19 12:44:06,099 DEBUG: Best view : RNASeq_ +2016-08-19 12:44:06,211 DEBUG: Start: Iteration 398 +2016-08-19 12:44:06,575 DEBUG: View 1 : 0.656084656085 +2016-08-19 12:44:06,576 DEBUG: View 0 : 0.553883732291 +2016-08-19 12:44:06,841 DEBUG: View 3 : 0.619587329265 +2016-08-19 12:44:06,944 DEBUG: View 2 : 0.576031315869 +2016-08-19 12:44:07,230 DEBUG: View 4 : 0.533952125061 +2016-08-19 12:44:08,877 DEBUG: Best view : Clinic_ +2016-08-19 12:44:08,990 DEBUG: Start: Iteration 399 +2016-08-19 12:44:09,290 DEBUG: View 0 : 0.568307646267 +2016-08-19 12:44:09,303 DEBUG: View 1 : 0.626815642458 +2016-08-19 12:44:09,606 DEBUG: View 3 : 0.585684715111 +2016-08-19 12:44:09,732 DEBUG: View 2 : 0.582426052606 +2016-08-19 12:44:10,047 DEBUG: View 4 : 0.583928571429 +2016-08-19 12:44:11,793 DEBUG: Best view : Clinic_ +2016-08-19 12:44:11,913 DEBUG: Start: Iteration 400 +2016-08-19 12:44:12,266 DEBUG: View 0 : 0.555367709214 +2016-08-19 12:44:12,278 DEBUG: View 1 : 0.645104895105 +2016-08-19 12:44:12,549 DEBUG: View 3 : 0.588028169014 +2016-08-19 12:44:12,651 DEBUG: View 2 : 0.614070968402 +2016-08-19 12:44:12,953 DEBUG: View 4 : 0.589285714286 +2016-08-19 12:44:14,562 DEBUG: Best view : RNASeq_ +2016-08-19 12:44:14,678 DEBUG: Start: Iteration 401 +2016-08-19 12:44:15,048 DEBUG: View 0 : 0.503634826712 +2016-08-19 12:44:15,055 DEBUG: View 1 : 0.516178266178 +2016-08-19 12:44:15,330 DEBUG: View 3 : 0.532962962963 +2016-08-19 12:44:15,445 DEBUG: View 2 : 0.512187088274 +2016-08-19 12:44:15,737 DEBUG: View 4 : 0.504757921154 +2016-08-19 12:44:17,440 DEBUG: Best view : Clinic_ +2016-08-19 12:44:17,575 DEBUG: Start: Iteration 402 +2016-08-19 12:44:17,906 DEBUG: View 0 : 0.603293949159 +2016-08-19 12:44:17,914 DEBUG: View 1 : 0.614070351759 +2016-08-19 12:44:18,193 DEBUG: View 3 : 0.430288461538 +2016-08-19 12:44:18,333 DEBUG: View 2 : 0.534332688588 +2016-08-19 12:44:18,635 DEBUG: View 4 : 0.541235428696 +2016-08-19 12:44:20,426 DEBUG: Best view : Methyl_ +2016-08-19 12:44:20,545 DEBUG: Start: Iteration 403 +2016-08-19 12:44:20,846 DEBUG: View 0 : 0.557692307692 +2016-08-19 12:44:20,860 DEBUG: View 1 : 0.4765625 +2016-08-19 12:44:21,134 DEBUG: View 3 : 0.496786142281 +2016-08-19 12:44:21,239 DEBUG: View 2 : 0.502976190476 +2016-08-19 12:44:21,593 DEBUG: View 4 : 0.539372352715 +2016-08-19 12:44:23,248 DEBUG: Best view : MiRNA__ +2016-08-19 12:44:23,361 DEBUG: Start: Iteration 404 +2016-08-19 12:44:23,736 DEBUG: View 1 : 0.607912976511 +2016-08-19 12:44:23,751 DEBUG: View 0 : 0.459558823529 +2016-08-19 12:44:23,929 DEBUG: View 3 : 0.637370042357 +2016-08-19 12:44:24,035 DEBUG: View 2 : 0.535808500244 +2016-08-19 12:44:24,329 DEBUG: View 4 : 0.479221156641 +2016-08-19 12:44:26,132 DEBUG: Best view : Clinic_ +2016-08-19 12:44:26,247 DEBUG: Start: Iteration 405 +2016-08-19 12:44:26,553 DEBUG: View 0 : 0.452205882353 +2016-08-19 12:44:26,562 DEBUG: View 1 : 0.682234432234 +2016-08-19 12:44:26,829 DEBUG: View 3 : 0.484541577825 +2016-08-19 12:44:26,938 DEBUG: View 2 : 0.553742203742 +2016-08-19 12:44:27,281 DEBUG: View 4 : 0.527821316614 +2016-08-19 12:44:28,981 DEBUG: Best view : MiRNA__ +2016-08-19 12:44:29,096 DEBUG: Start: Iteration 406 +2016-08-19 12:44:29,400 DEBUG: View 0 : 0.455608718767 +2016-08-19 12:44:29,410 DEBUG: View 1 : 0.562770979863 +2016-08-19 12:44:29,680 DEBUG: View 3 : 0.553271240345 +2016-08-19 12:44:29,796 DEBUG: View 2 : 0.569331983806 +2016-08-19 12:44:30,113 DEBUG: View 4 : 0.557701593433 +2016-08-19 12:44:31,730 DEBUG: Best view : RNASeq_ +2016-08-19 12:44:31,844 DEBUG: Start: Iteration 407 +2016-08-19 12:44:32,188 DEBUG: View 0 : 0.453907203907 +2016-08-19 12:44:32,200 DEBUG: View 1 : 0.567934782609 +2016-08-19 12:44:32,465 DEBUG: View 3 : 0.594415584416 +2016-08-19 12:44:32,570 DEBUG: View 2 : 0.500292397661 +2016-08-19 12:44:32,858 DEBUG: View 4 : 0.553571428571 +2016-08-19 12:44:34,649 DEBUG: Best view : Clinic_ +2016-08-19 12:44:34,769 DEBUG: Start: Iteration 408 +2016-08-19 12:44:35,137 DEBUG: View 0 : 0.421527777778 +2016-08-19 12:44:35,148 DEBUG: View 1 : 0.394698544699 +2016-08-19 12:44:35,419 DEBUG: View 3 : 0.522924710425 +2016-08-19 12:44:35,526 DEBUG: View 2 : 0.532536382536 +2016-08-19 12:44:35,873 DEBUG: View 4 : 0.502976190476 +2016-08-19 12:44:37,568 DEBUG: Best view : Clinic_ +2016-08-19 12:44:37,687 DEBUG: Start: Iteration 409 +2016-08-19 12:44:38,013 DEBUG: View 1 : 0.448162660172 +2016-08-19 12:44:38,016 DEBUG: View 0 : 0.581699346405 +2016-08-19 12:44:38,283 DEBUG: View 3 : 0.582067173131 +2016-08-19 12:44:38,390 DEBUG: View 2 : 0.596766409266 +2016-08-19 12:44:38,678 DEBUG: View 4 : 0.517712550607 +2016-08-19 12:44:40,363 DEBUG: Best view : RNASeq_ +2016-08-19 12:44:40,479 DEBUG: Start: Iteration 410 +2016-08-19 12:44:40,829 DEBUG: View 0 : 0.458803747298 +2016-08-19 12:44:40,840 DEBUG: View 1 : 0.314524291498 +2016-08-19 12:44:41,103 DEBUG: View 3 : 0.557738095238 +2016-08-19 12:44:41,208 DEBUG: View 2 : 0.520631209819 +2016-08-19 12:44:41,502 DEBUG: View 4 : 0.52253164557 +2016-08-19 12:44:43,202 DEBUG: Best view : RNASeq_ +2016-08-19 12:44:43,322 DEBUG: Start: Iteration 411 +2016-08-19 12:44:43,624 DEBUG: View 0 : 0.567934782609 +2016-08-19 12:44:43,635 DEBUG: View 1 : 0.686293436293 +2016-08-19 12:44:43,904 DEBUG: View 3 : 0.543917928676 +2016-08-19 12:44:44,011 DEBUG: View 2 : 0.586805555556 +2016-08-19 12:44:44,308 DEBUG: View 4 : 0.530099954566 +2016-08-19 12:44:46,044 DEBUG: Best view : MiRNA__ +2016-08-19 12:44:46,160 DEBUG: Start: Iteration 412 +2016-08-19 12:44:46,564 DEBUG: View 0 : 0.577845322526 +2016-08-19 12:44:46,575 DEBUG: View 1 : 0.581311554168 +2016-08-19 12:44:46,869 DEBUG: View 3 : 0.60556912555 +2016-08-19 12:44:46,978 DEBUG: View 2 : 0.498982853822 +2016-08-19 12:44:47,285 DEBUG: View 4 : 0.545555555556 +2016-08-19 12:44:48,951 DEBUG: Best view : Clinic_ +2016-08-19 12:44:49,071 DEBUG: Start: Iteration 413 +2016-08-19 12:44:49,455 DEBUG: View 0 : 0.557797805643 +2016-08-19 12:44:49,465 DEBUG: View 1 : 0.450227848101 +2016-08-19 12:44:49,740 DEBUG: View 3 : 0.679317799664 +2016-08-19 12:44:49,851 DEBUG: View 2 : 0.528181818182 +2016-08-19 12:44:50,136 DEBUG: View 4 : 0.545774303859 +2016-08-19 12:44:51,878 DEBUG: Best view : Clinic_ +2016-08-19 12:44:51,995 DEBUG: Start: Iteration 414 +2016-08-19 12:44:52,352 DEBUG: View 0 : 0.774790083966 +2016-08-19 12:44:52,362 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:44:52,636 DEBUG: View 3 : 0.545377528328 +2016-08-19 12:44:52,776 DEBUG: View 2 : 0.559941520468 +2016-08-19 12:44:53,087 DEBUG: View 4 : 0.519734308818 +2016-08-19 12:44:54,741 DEBUG: Best view : Methyl_ +2016-08-19 12:44:54,859 DEBUG: Start: Iteration 415 +2016-08-19 12:44:55,162 DEBUG: View 0 : 0.528213015476 +2016-08-19 12:44:55,172 DEBUG: View 1 : 0.628826530612 +2016-08-19 12:44:55,442 DEBUG: View 3 : 0.571535181237 +2016-08-19 12:44:55,550 DEBUG: View 2 : 0.576031315869 +2016-08-19 12:44:55,842 DEBUG: View 4 : 0.512152777778 +2016-08-19 12:44:57,665 DEBUG: Best view : Clinic_ +2016-08-19 12:44:57,789 DEBUG: Start: Iteration 416 +2016-08-19 12:44:58,140 DEBUG: View 0 : 0.546811740891 +2016-08-19 12:44:58,154 DEBUG: View 1 : 0.559621710526 +2016-08-19 12:44:58,417 DEBUG: View 3 : 0.567922077922 +2016-08-19 12:44:58,519 DEBUG: View 2 : 0.554861111111 +2016-08-19 12:44:58,809 DEBUG: View 4 : 0.565727236894 +2016-08-19 12:45:00,444 DEBUG: Best view : Clinic_ +2016-08-19 12:45:00,560 DEBUG: Start: Iteration 417 +2016-08-19 12:45:00,853 DEBUG: View 0 : 0.522222222222 +2016-08-19 12:45:00,866 DEBUG: View 1 : 0.572674418605 +2016-08-19 12:45:01,130 DEBUG: View 3 : 0.521933471933 +2016-08-19 12:45:01,233 DEBUG: View 2 : 0.525335775336 +2016-08-19 12:45:01,519 DEBUG: View 4 : 0.550479808077 +2016-08-19 12:45:03,204 DEBUG: Best view : MiRNA__ +2016-08-19 12:45:03,321 DEBUG: Start: Iteration 418 +2016-08-19 12:45:03,612 DEBUG: View 0 : 0.422938032645 +2016-08-19 12:45:03,623 DEBUG: View 1 : 0.433225921948 +2016-08-19 12:45:03,887 DEBUG: View 3 : 0.540329469189 +2016-08-19 12:45:03,988 DEBUG: View 2 : 0.515972222222 +2016-08-19 12:45:04,277 DEBUG: View 4 : 0.612654938025 +2016-08-19 12:45:06,015 DEBUG: Best view : MRNASeq +2016-08-19 12:45:06,132 DEBUG: Start: Iteration 419 +2016-08-19 12:45:06,426 DEBUG: View 0 : 0.422154677474 +2016-08-19 12:45:06,439 DEBUG: View 1 : 0.473694447146 +2016-08-19 12:45:06,748 DEBUG: View 3 : 0.467647058824 +2016-08-19 12:45:06,892 DEBUG: View 2 : 0.587042199366 +2016-08-19 12:45:07,200 DEBUG: View 4 : 0.486628415832 +2016-08-19 12:45:09,071 DEBUG: Best view : RNASeq_ +2016-08-19 12:45:09,190 DEBUG: Start: Iteration 420 +2016-08-19 12:45:09,557 DEBUG: View 0 : 0.603293949159 +2016-08-19 12:45:09,571 DEBUG: View 1 : 0.588789448893 +2016-08-19 12:45:09,852 DEBUG: View 3 : 0.504738878143 +2016-08-19 12:45:09,955 DEBUG: View 2 : 0.589915966387 +2016-08-19 12:45:10,248 DEBUG: View 4 : 0.563848101266 +2016-08-19 12:45:12,020 DEBUG: Best view : RNASeq_ +2016-08-19 12:45:12,137 DEBUG: Start: Iteration 421 +2016-08-19 12:45:12,432 DEBUG: View 0 : 0.542313664596 +2016-08-19 12:45:12,442 DEBUG: View 1 : 0.527836192584 +2016-08-19 12:45:12,707 DEBUG: View 3 : 0.550918405598 +2016-08-19 12:45:12,813 DEBUG: View 2 : 0.545377528328 +2016-08-19 12:45:13,107 DEBUG: View 4 : 0.57778248438 +2016-08-19 12:45:14,820 DEBUG: Best view : MRNASeq +2016-08-19 12:45:14,942 DEBUG: Start: Iteration 422 +2016-08-19 12:45:15,238 DEBUG: View 0 : 0.543129436935 +2016-08-19 12:45:15,251 DEBUG: View 1 : 0.706696428571 +2016-08-19 12:45:15,524 DEBUG: View 3 : 0.552776082977 +2016-08-19 12:45:15,625 DEBUG: View 2 : 0.572348910932 +2016-08-19 12:45:15,925 DEBUG: View 4 : 0.601778656126 +2016-08-19 12:45:17,606 DEBUG: Best view : MiRNA__ +2016-08-19 12:45:17,724 DEBUG: Start: Iteration 423 +2016-08-19 12:45:18,067 DEBUG: View 0 : 0.445882704371 +2016-08-19 12:45:18,079 DEBUG: View 1 : 0.508928571429 +2016-08-19 12:45:18,344 DEBUG: View 3 : 0.664230769231 +2016-08-19 12:45:18,449 DEBUG: View 2 : 0.609029896278 +2016-08-19 12:45:18,743 DEBUG: View 4 : 0.541235428696 +2016-08-19 12:45:20,483 DEBUG: Best view : Clinic_ +2016-08-19 12:45:20,601 DEBUG: Start: Iteration 424 +2016-08-19 12:45:20,891 DEBUG: View 0 : 0.439499670836 +2016-08-19 12:45:20,903 DEBUG: View 1 : 0.427387996619 +2016-08-19 12:45:21,166 DEBUG: View 3 : 0.499159663866 +2016-08-19 12:45:21,268 DEBUG: View 2 : 0.603384912959 +2016-08-19 12:45:21,568 DEBUG: View 4 : 0.527821316614 +2016-08-19 12:45:23,328 DEBUG: Best view : RNASeq_ +2016-08-19 12:45:23,457 DEBUG: Start: Iteration 425 +2016-08-19 12:45:23,821 DEBUG: View 0 : 0.560030760358 +2016-08-19 12:45:23,835 DEBUG: View 1 : 0.675595238095 +2016-08-19 12:45:24,103 DEBUG: View 3 : 0.549480396788 +2016-08-19 12:45:24,206 DEBUG: View 2 : 0.56369047619 +2016-08-19 12:45:24,494 DEBUG: View 4 : 0.509765824726 +2016-08-19 12:45:26,223 DEBUG: Best view : MiRNA__ +2016-08-19 12:45:26,341 DEBUG: Start: Iteration 426 +2016-08-19 12:45:26,692 DEBUG: View 0 : 0.555035128806 +2016-08-19 12:45:26,705 DEBUG: View 1 : 0.651282051282 +2016-08-19 12:45:26,971 DEBUG: View 3 : 0.666239653134 +2016-08-19 12:45:27,073 DEBUG: View 2 : 0.502989627822 +2016-08-19 12:45:27,367 DEBUG: View 4 : 0.531828703704 +2016-08-19 12:45:29,119 DEBUG: Best view : Clinic_ +2016-08-19 12:45:29,249 DEBUG: Start: Iteration 427 +2016-08-19 12:45:29,602 DEBUG: View 0 : 0.427248677249 +2016-08-19 12:45:29,612 DEBUG: View 1 : 0.635074626866 +2016-08-19 12:45:29,875 DEBUG: View 3 : 0.5057997558 +2016-08-19 12:45:29,982 DEBUG: View 2 : 0.547445982276 +2016-08-19 12:45:30,275 DEBUG: View 4 : 0.545783926219 +2016-08-19 12:45:32,153 DEBUG: Best view : MiRNA__ +2016-08-19 12:45:32,285 DEBUG: Start: Iteration 428 +2016-08-19 12:45:32,602 DEBUG: View 0 : 0.540744229863 +2016-08-19 12:45:32,613 DEBUG: View 1 : 0.690590111643 +2016-08-19 12:45:32,897 DEBUG: View 3 : 0.723076923077 +2016-08-19 12:45:33,013 DEBUG: View 2 : 0.560502172863 +2016-08-19 12:45:33,320 DEBUG: View 4 : 0.533288370749 +2016-08-19 12:45:35,086 DEBUG: Best view : Clinic_ +2016-08-19 12:45:35,209 DEBUG: Start: Iteration 429 +2016-08-19 12:45:35,589 DEBUG: View 1 : 0.53065969195 +2016-08-19 12:45:35,605 DEBUG: View 0 : 0.45 +2016-08-19 12:45:35,839 DEBUG: View 3 : 0.547445982276 +2016-08-19 12:45:35,944 DEBUG: View 2 : 0.541428571429 +2016-08-19 12:45:36,242 DEBUG: View 4 : 0.57417794971 +2016-08-19 12:45:38,011 DEBUG: Best view : MRNASeq +2016-08-19 12:45:38,144 DEBUG: Start: Iteration 430 +2016-08-19 12:45:38,520 DEBUG: View 0 : 0.631563734464 +2016-08-19 12:45:38,533 DEBUG: View 1 : 0.554600787683 +2016-08-19 12:45:38,834 DEBUG: View 3 : 0.629532163743 +2016-08-19 12:45:38,963 DEBUG: View 2 : 0.53457587631 +2016-08-19 12:45:39,296 DEBUG: View 4 : 0.576408846682 +2016-08-19 12:45:41,127 DEBUG: Best view : Clinic_ +2016-08-19 12:45:41,250 DEBUG: Start: Iteration 431 +2016-08-19 12:45:41,609 DEBUG: View 0 : 0.551767676768 +2016-08-19 12:45:41,620 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:45:41,894 DEBUG: View 3 : 0.692023026316 +2016-08-19 12:45:42,010 DEBUG: View 2 : 0.541283486605 +2016-08-19 12:45:42,300 DEBUG: View 4 : 0.443322981366 +2016-08-19 12:45:44,110 DEBUG: Best view : Clinic_ +2016-08-19 12:45:44,231 DEBUG: Start: Iteration 432 +2016-08-19 12:45:44,524 DEBUG: View 0 : 0.520879120879 +2016-08-19 12:45:44,536 DEBUG: View 1 : 0.628826530612 +2016-08-19 12:45:44,801 DEBUG: View 3 : 0.594415584416 +2016-08-19 12:45:44,906 DEBUG: View 2 : 0.534584980237 +2016-08-19 12:45:45,196 DEBUG: View 4 : 0.508708357686 +2016-08-19 12:45:47,069 DEBUG: Best view : Clinic_ +2016-08-19 12:45:47,191 DEBUG: Start: Iteration 433 +2016-08-19 12:45:47,561 DEBUG: View 0 : 0.499790356394 +2016-08-19 12:45:47,572 DEBUG: View 1 : 0.526072511917 +2016-08-19 12:45:47,844 DEBUG: View 3 : 0.59806763285 +2016-08-19 12:45:47,951 DEBUG: View 2 : 0.541283486605 +2016-08-19 12:45:48,263 DEBUG: View 4 : 0.565079801871 +2016-08-19 12:45:50,026 DEBUG: Best view : Clinic_ +2016-08-19 12:45:50,150 DEBUG: Start: Iteration 434 +2016-08-19 12:45:50,438 DEBUG: View 0 : 0.553271240345 +2016-08-19 12:45:50,450 DEBUG: View 1 : 0.453188259109 +2016-08-19 12:45:50,716 DEBUG: View 3 : 0.577669310555 +2016-08-19 12:45:50,819 DEBUG: View 2 : 0.569852941176 +2016-08-19 12:45:51,110 DEBUG: View 4 : 0.499335310359 +2016-08-19 12:45:52,886 DEBUG: Best view : Clinic_ +2016-08-19 12:45:53,008 DEBUG: Start: Iteration 435 +2016-08-19 12:45:53,372 DEBUG: View 0 : 0.588028169014 +2016-08-19 12:45:53,386 DEBUG: View 1 : 0.391394046566 +2016-08-19 12:45:53,653 DEBUG: View 3 : 0.631653225806 +2016-08-19 12:45:53,758 DEBUG: View 2 : 0.561918396564 +2016-08-19 12:45:54,054 DEBUG: View 4 : 0.570542635659 +2016-08-19 12:45:55,885 DEBUG: Best view : Clinic_ +2016-08-19 12:45:56,007 DEBUG: Start: Iteration 436 +2016-08-19 12:45:56,300 DEBUG: View 0 : 0.58357025288 +2016-08-19 12:45:56,311 DEBUG: View 1 : 0.421667337898 +2016-08-19 12:45:56,579 DEBUG: View 3 : 0.588564692013 +2016-08-19 12:45:56,685 DEBUG: View 2 : 0.607371794872 +2016-08-19 12:45:56,975 DEBUG: View 4 : 0.614379084967 +2016-08-19 12:45:58,864 DEBUG: Best view : MRNASeq +2016-08-19 12:45:58,988 DEBUG: Start: Iteration 437 +2016-08-19 12:45:59,359 DEBUG: View 0 : 0.630134001525 +2016-08-19 12:45:59,371 DEBUG: View 1 : 0.819095477387 +2016-08-19 12:45:59,653 DEBUG: View 3 : 0.561342592593 +2016-08-19 12:45:59,768 DEBUG: View 2 : 0.57380952381 +2016-08-19 12:46:00,061 DEBUG: View 4 : 0.589766081871 +2016-08-19 12:46:01,839 DEBUG: Best view : Methyl_ +2016-08-19 12:46:01,987 DEBUG: Start: Iteration 438 +2016-08-19 12:46:02,303 DEBUG: View 0 : 0.507307692308 +2016-08-19 12:46:02,316 DEBUG: View 1 : 0.607672188317 +2016-08-19 12:46:02,580 DEBUG: View 3 : 0.562744732426 +2016-08-19 12:46:02,687 DEBUG: View 2 : 0.500988142292 +2016-08-19 12:46:03,016 DEBUG: View 4 : 0.543189873418 +2016-08-19 12:46:04,895 DEBUG: Best view : MiRNA__ +2016-08-19 12:46:05,023 DEBUG: Start: Iteration 439 +2016-08-19 12:46:05,382 DEBUG: View 0 : 0.392363032651 +2016-08-19 12:46:05,392 DEBUG: View 1 : 0.605143870713 +2016-08-19 12:46:05,696 DEBUG: View 3 : 0.659005311444 +2016-08-19 12:46:05,815 DEBUG: View 2 : 0.545317675399 +2016-08-19 12:46:06,104 DEBUG: View 4 : 0.584586279 +2016-08-19 12:46:07,953 DEBUG: Best view : Clinic_ +2016-08-19 12:46:08,082 DEBUG: Start: Iteration 440 +2016-08-19 12:46:08,378 DEBUG: View 0 : 0.422023809524 +2016-08-19 12:46:08,389 DEBUG: View 1 : 0.530951231289 +2016-08-19 12:46:08,660 DEBUG: View 3 : 0.580128205128 +2016-08-19 12:46:08,761 DEBUG: View 2 : 0.521933471933 +2016-08-19 12:46:09,059 DEBUG: View 4 : 0.520210664911 +2016-08-19 12:46:10,924 DEBUG: Best view : Clinic_ +2016-08-19 12:46:11,050 DEBUG: Start: Iteration 441 +2016-08-19 12:46:11,402 DEBUG: View 0 : 0.553058321479 +2016-08-19 12:46:11,412 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:46:11,682 DEBUG: View 3 : 0.512202531646 +2016-08-19 12:46:11,800 DEBUG: View 2 : 0.574891774892 +2016-08-19 12:46:12,104 DEBUG: View 4 : 0.545454545455 +2016-08-19 12:46:13,990 DEBUG: Best view : Methyl_ +2016-08-19 12:46:14,113 DEBUG: Start: Iteration 442 +2016-08-19 12:46:14,492 DEBUG: View 0 : 0.560030760358 +2016-08-19 12:46:14,502 DEBUG: View 1 : 0.566761363636 +2016-08-19 12:46:14,802 DEBUG: View 3 : 0.515436241611 +2016-08-19 12:46:14,918 DEBUG: View 2 : 0.508005386802 +2016-08-19 12:46:15,202 DEBUG: View 4 : 0.519570707071 +2016-08-19 12:46:17,012 DEBUG: Best view : Clinic_ +2016-08-19 12:46:17,138 DEBUG: Start: Iteration 443 +2016-08-19 12:46:17,507 DEBUG: View 0 : 0.566200657895 +2016-08-19 12:46:17,515 DEBUG: View 1 : 0.623811033608 +2016-08-19 12:46:17,829 DEBUG: View 3 : 0.599385788415 +2016-08-19 12:46:17,974 DEBUG: View 2 : 0.491544303797 +2016-08-19 12:46:18,239 DEBUG: View 4 : 0.46875 +2016-08-19 12:46:20,031 DEBUG: Best view : Clinic_ +2016-08-19 12:46:20,159 DEBUG: Start: Iteration 444 +2016-08-19 12:46:20,479 DEBUG: View 0 : 0.453907203907 +2016-08-19 12:46:20,486 DEBUG: View 1 : 0.616014026885 +2016-08-19 12:46:20,779 DEBUG: View 3 : 0.517361111111 +2016-08-19 12:46:20,898 DEBUG: View 2 : 0.57417721519 +2016-08-19 12:46:21,188 DEBUG: View 4 : 0.51654676259 +2016-08-19 12:46:22,954 DEBUG: Best view : MiRNA__ +2016-08-19 12:46:23,076 DEBUG: Start: Iteration 445 +2016-08-19 12:46:23,360 DEBUG: View 0 : 0.57778248438 +2016-08-19 12:46:23,374 DEBUG: View 1 : 0.596153846154 +2016-08-19 12:46:23,638 DEBUG: View 3 : 0.558823529412 +2016-08-19 12:46:23,740 DEBUG: View 2 : 0.467585403727 +2016-08-19 12:46:24,027 DEBUG: View 4 : 0.492804276316 +2016-08-19 12:46:25,851 DEBUG: Best view : MiRNA__ +2016-08-19 12:46:25,976 DEBUG: Start: Iteration 446 +2016-08-19 12:46:26,338 DEBUG: View 1 : 0.705421023665 +2016-08-19 12:46:26,354 DEBUG: View 0 : 0.617359000338 +2016-08-19 12:46:26,605 DEBUG: View 3 : 0.52679137603 +2016-08-19 12:46:26,714 DEBUG: View 2 : 0.586226851852 +2016-08-19 12:46:27,017 DEBUG: View 4 : 0.50359127253 +2016-08-19 12:46:28,887 DEBUG: Best view : MiRNA__ +2016-08-19 12:46:29,016 DEBUG: Start: Iteration 447 +2016-08-19 12:46:29,319 DEBUG: View 0 : 0.453188259109 +2016-08-19 12:46:29,330 DEBUG: View 1 : 0.310763888889 +2016-08-19 12:46:29,611 DEBUG: View 3 : 0.566980832363 +2016-08-19 12:46:29,715 DEBUG: View 2 : 0.473652514303 +2016-08-19 12:46:30,019 DEBUG: View 4 : 0.552212732919 +2016-08-19 12:46:31,854 DEBUG: Best view : Clinic_ +2016-08-19 12:46:31,985 DEBUG: Start: Iteration 448 +2016-08-19 12:46:32,396 DEBUG: View 0 : 0.455176767677 +2016-08-19 12:46:32,401 DEBUG: View 1 : 0.732095490716 +2016-08-19 12:46:32,673 DEBUG: View 3 : 0.543189873418 +2016-08-19 12:46:32,789 DEBUG: View 2 : 0.507836990596 +2016-08-19 12:46:33,080 DEBUG: View 4 : 0.551479408237 +2016-08-19 12:46:34,962 DEBUG: Best view : MiRNA__ +2016-08-19 12:46:35,091 DEBUG: Start: Iteration 449 +2016-08-19 12:46:35,387 DEBUG: View 0 : 0.617553036908 +2016-08-19 12:46:35,398 DEBUG: View 1 : 0.614070351759 +2016-08-19 12:46:35,665 DEBUG: View 3 : 0.525498142519 +2016-08-19 12:46:35,769 DEBUG: View 2 : 0.526347485697 +2016-08-19 12:46:36,068 DEBUG: View 4 : 0.558823529412 +2016-08-19 12:46:37,938 DEBUG: Best view : Methyl_ +2016-08-19 12:46:38,079 DEBUG: Start: Iteration 450 +2016-08-19 12:46:38,385 DEBUG: View 0 : 0.636151898734 +2016-08-19 12:46:38,397 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:46:38,671 DEBUG: View 3 : 0.517164179104 +2016-08-19 12:46:38,776 DEBUG: View 2 : 0.513633298006 +2016-08-19 12:46:39,069 DEBUG: View 4 : 0.533044733045 +2016-08-19 12:46:40,886 DEBUG: Best view : Methyl_ +2016-08-19 12:46:41,016 DEBUG: Start: Iteration 451 +2016-08-19 12:46:41,383 DEBUG: View 1 : 0.544283413849 +2016-08-19 12:46:41,398 DEBUG: View 0 : 0.471627906977 +2016-08-19 12:46:41,652 DEBUG: View 3 : 0.666957279861 +2016-08-19 12:46:41,757 DEBUG: View 2 : 0.576442526124 +2016-08-19 12:46:42,050 DEBUG: View 4 : 0.512019230769 +2016-08-19 12:46:43,895 DEBUG: Best view : Clinic_ +2016-08-19 12:46:44,021 DEBUG: Start: Iteration 452 +2016-08-19 12:46:44,325 DEBUG: View 0 : 0.587171052632 +2016-08-19 12:46:44,335 DEBUG: View 1 : 0.668973214286 +2016-08-19 12:46:44,615 DEBUG: View 3 : 0.536878881988 +2016-08-19 12:46:44,727 DEBUG: View 2 : 0.549480396788 +2016-08-19 12:46:45,038 DEBUG: View 4 : 0.543317230274 +2016-08-19 12:46:46,889 DEBUG: Best view : MiRNA__ +2016-08-19 12:46:47,012 DEBUG: Start: Iteration 453 +2016-08-19 12:46:47,301 DEBUG: View 0 : 0.752040175769 +2016-08-19 12:46:47,311 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:46:47,577 DEBUG: View 3 : 0.528625399593 +2016-08-19 12:46:47,677 DEBUG: View 2 : 0.588584136397 +2016-08-19 12:46:47,967 DEBUG: View 4 : 0.497983870968 +2016-08-19 12:46:49,755 DEBUG: Best view : Methyl_ +2016-08-19 12:46:49,880 DEBUG: Start: Iteration 454 +2016-08-19 12:46:50,224 DEBUG: View 0 : 0.436211420717 +2016-08-19 12:46:50,235 DEBUG: View 1 : 0.551298701299 +2016-08-19 12:46:50,500 DEBUG: View 3 : 0.54707044108 +2016-08-19 12:46:50,611 DEBUG: View 2 : 0.480555555556 +2016-08-19 12:46:50,919 DEBUG: View 4 : 0.550225896376 +2016-08-19 12:46:52,813 DEBUG: Best view : Clinic_ +2016-08-19 12:46:52,940 DEBUG: Start: Iteration 455 +2016-08-19 12:46:53,301 DEBUG: View 0 : 0.630134001525 +2016-08-19 12:46:53,312 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:46:53,581 DEBUG: View 3 : 0.692023026316 +2016-08-19 12:46:53,685 DEBUG: View 2 : 0.581786030062 +2016-08-19 12:46:53,982 DEBUG: View 4 : 0.580241935484 +2016-08-19 12:46:55,883 DEBUG: Best view : Clinic_ +2016-08-19 12:46:56,026 DEBUG: Start: Iteration 456 +2016-08-19 12:46:56,316 DEBUG: View 0 : 0.489378566899 +2016-08-19 12:46:56,328 DEBUG: View 1 : 0.604297138453 +2016-08-19 12:46:56,593 DEBUG: View 3 : 0.585684715111 +2016-08-19 12:46:56,698 DEBUG: View 2 : 0.575 +2016-08-19 12:46:56,982 DEBUG: View 4 : 0.535642135642 +2016-08-19 12:46:58,824 DEBUG: Best view : Clinic_ +2016-08-19 12:46:58,949 DEBUG: Start: Iteration 457 +2016-08-19 12:46:59,236 DEBUG: View 0 : 0.557692307692 +2016-08-19 12:46:59,248 DEBUG: View 1 : 0.611764705882 +2016-08-19 12:46:59,523 DEBUG: View 3 : 0.738874152667 +2016-08-19 12:46:59,626 DEBUG: View 2 : 0.498982853822 +2016-08-19 12:46:59,918 DEBUG: View 4 : 0.547794117647 +2016-08-19 12:47:01,748 DEBUG: Best view : Clinic_ +2016-08-19 12:47:01,877 DEBUG: Start: Iteration 458 +2016-08-19 12:47:02,161 DEBUG: View 0 : 0.418526785714 +2016-08-19 12:47:02,173 DEBUG: View 1 : 0.439898734177 +2016-08-19 12:47:02,435 DEBUG: View 3 : 0.537289654486 +2016-08-19 12:47:02,542 DEBUG: View 2 : 0.604157782516 +2016-08-19 12:47:02,824 DEBUG: View 4 : 0.546486300585 +2016-08-19 12:47:04,696 DEBUG: Best view : RNASeq_ +2016-08-19 12:47:04,827 DEBUG: Start: Iteration 459 +2016-08-19 12:47:05,212 DEBUG: View 1 : 0.610416666667 +2016-08-19 12:47:05,237 DEBUG: View 0 : 0.547794117647 +2016-08-19 12:47:05,487 DEBUG: View 3 : 0.528213015476 +2016-08-19 12:47:05,599 DEBUG: View 2 : 0.507307692308 +2016-08-19 12:47:05,891 DEBUG: View 4 : 0.532860759494 +2016-08-19 12:47:07,898 DEBUG: Best view : MiRNA__ +2016-08-19 12:47:08,029 DEBUG: Start: Iteration 460 +2016-08-19 12:47:08,398 DEBUG: View 0 : 0.456876456876 +2016-08-19 12:47:08,409 DEBUG: View 1 : 0.812807881773 +2016-08-19 12:47:08,683 DEBUG: View 3 : 0.575301204819 +2016-08-19 12:47:08,811 DEBUG: View 2 : 0.539125622579 +2016-08-19 12:47:09,096 DEBUG: View 4 : 0.577901785714 +2016-08-19 12:47:10,949 DEBUG: Best view : Clinic_ +2016-08-19 12:47:11,080 DEBUG: Start: Iteration 461 +2016-08-19 12:47:11,424 DEBUG: View 0 : 0.45580270793 +2016-08-19 12:47:11,435 DEBUG: View 1 : 0.621590909091 +2016-08-19 12:47:11,703 DEBUG: View 3 : 0.548998844821 +2016-08-19 12:47:11,807 DEBUG: View 2 : 0.596847063347 +2016-08-19 12:47:12,099 DEBUG: View 4 : 0.528213015476 +2016-08-19 12:47:14,032 DEBUG: Best view : MiRNA__ +2016-08-19 12:47:14,168 DEBUG: Start: Iteration 462 +2016-08-19 12:47:14,463 DEBUG: View 0 : 0.408521303258 +2016-08-19 12:47:14,475 DEBUG: View 1 : 0.369242779079 +2016-08-19 12:47:14,742 DEBUG: View 3 : 0.612068965517 +2016-08-19 12:47:14,846 DEBUG: View 2 : 0.561525743977 +2016-08-19 12:47:15,145 DEBUG: View 4 : 0.507836990596 +2016-08-19 12:47:17,015 DEBUG: Best view : Clinic_ +2016-08-19 12:47:17,150 DEBUG: Start: Iteration 463 +2016-08-19 12:47:17,503 DEBUG: View 0 : 0.35927960928 +2016-08-19 12:47:17,513 DEBUG: View 1 : 0.52118226601 +2016-08-19 12:47:17,787 DEBUG: View 3 : 0.602170542636 +2016-08-19 12:47:17,907 DEBUG: View 2 : 0.598611111111 +2016-08-19 12:47:18,191 DEBUG: View 4 : 0.478991596639 +2016-08-19 12:47:20,091 DEBUG: Best view : Clinic_ +2016-08-19 12:47:20,218 DEBUG: Start: Iteration 464 +2016-08-19 12:47:20,510 DEBUG: View 0 : 0.54693877551 +2016-08-19 12:47:20,524 DEBUG: View 1 : 0.654439128123 +2016-08-19 12:47:20,789 DEBUG: View 3 : 0.565793435712 +2016-08-19 12:47:20,891 DEBUG: View 2 : 0.569872750201 +2016-08-19 12:47:21,178 DEBUG: View 4 : 0.575 +2016-08-19 12:47:23,021 DEBUG: Best view : MiRNA__ +2016-08-19 12:47:23,149 DEBUG: Start: Iteration 465 +2016-08-19 12:47:23,497 DEBUG: View 0 : 0.467262569832 +2016-08-19 12:47:23,507 DEBUG: View 1 : 0.567789968652 +2016-08-19 12:47:23,773 DEBUG: View 3 : 0.528830645161 +2016-08-19 12:47:23,872 DEBUG: View 2 : 0.508838383838 +2016-08-19 12:47:24,163 DEBUG: View 4 : 0.56366362614 +2016-08-19 12:47:26,074 DEBUG: Best view : MRNASeq +2016-08-19 12:47:26,203 DEBUG: Start: Iteration 466 +2016-08-19 12:47:26,564 DEBUG: View 0 : 0.526556776557 +2016-08-19 12:47:26,574 DEBUG: View 1 : 0.589154067225 +2016-08-19 12:47:26,842 DEBUG: View 3 : 0.590086792847 +2016-08-19 12:47:26,950 DEBUG: View 2 : 0.514604034929 +2016-08-19 12:47:27,241 DEBUG: View 4 : 0.604091174752 +2016-08-19 12:47:29,160 DEBUG: Best view : MRNASeq +2016-08-19 12:47:29,289 DEBUG: Start: Iteration 467 +2016-08-19 12:47:29,574 DEBUG: View 0 : 0.498397435897 +2016-08-19 12:47:29,586 DEBUG: View 1 : 0.628826530612 +2016-08-19 12:47:29,850 DEBUG: View 3 : 0.621590909091 +2016-08-19 12:47:29,953 DEBUG: View 2 : 0.503452299912 +2016-08-19 12:47:30,241 DEBUG: View 4 : 0.543452380952 +2016-08-19 12:47:32,130 DEBUG: Best view : Clinic_ +2016-08-19 12:47:32,261 DEBUG: Start: Iteration 468 +2016-08-19 12:47:32,616 DEBUG: View 0 : 0.598214285714 +2016-08-19 12:47:32,627 DEBUG: View 1 : 0.528493364559 +2016-08-19 12:47:32,903 DEBUG: View 3 : 0.524854932302 +2016-08-19 12:47:33,020 DEBUG: View 2 : 0.509765824726 +2016-08-19 12:47:33,302 DEBUG: View 4 : 0.556179180345 +2016-08-19 12:47:35,196 DEBUG: Best view : MRNASeq +2016-08-19 12:47:35,328 DEBUG: Start: Iteration 469 +2016-08-19 12:47:35,609 DEBUG: View 0 : 0.418526785714 +2016-08-19 12:47:35,620 DEBUG: View 1 : 0.657840760768 +2016-08-19 12:47:35,888 DEBUG: View 3 : 0.528038379531 +2016-08-19 12:47:35,991 DEBUG: View 2 : 0.503607503608 +2016-08-19 12:47:36,300 DEBUG: View 4 : 0.50049980008 +2016-08-19 12:47:38,165 DEBUG: Best view : MiRNA__ +2016-08-19 12:47:38,293 DEBUG: Start: Iteration 470 +2016-08-19 12:47:38,579 DEBUG: View 0 : 0.466047874939 +2016-08-19 12:47:38,592 DEBUG: View 1 : 0.716582914573 +2016-08-19 12:47:38,862 DEBUG: View 3 : 0.658771929825 +2016-08-19 12:47:38,971 DEBUG: View 2 : 0.587171052632 +2016-08-19 12:47:39,279 DEBUG: View 4 : 0.525522270398 +2016-08-19 12:47:41,158 DEBUG: Best view : Clinic_ +2016-08-19 12:47:41,287 DEBUG: Start: Iteration 471 +2016-08-19 12:47:41,641 DEBUG: View 0 : 0.45580270793 +2016-08-19 12:47:41,652 DEBUG: View 1 : 0.560670731707 +2016-08-19 12:47:41,920 DEBUG: View 3 : 0.543452380952 +2016-08-19 12:47:42,027 DEBUG: View 2 : 0.57417721519 +2016-08-19 12:47:42,317 DEBUG: View 4 : 0.503805761634 +2016-08-19 12:47:44,249 DEBUG: Best view : RNASeq_ +2016-08-19 12:47:44,378 DEBUG: Start: Iteration 472 +2016-08-19 12:47:44,716 DEBUG: View 0 : 0.453907203907 +2016-08-19 12:47:44,728 DEBUG: View 1 : 0.50632183908 +2016-08-19 12:47:45,004 DEBUG: View 3 : 0.567299006323 +2016-08-19 12:47:45,111 DEBUG: View 2 : 0.521100917431 +2016-08-19 12:47:45,397 DEBUG: View 4 : 0.547422357001 +2016-08-19 12:47:47,341 DEBUG: Best view : MRNASeq +2016-08-19 12:47:47,471 DEBUG: Start: Iteration 473 +2016-08-19 12:47:47,822 DEBUG: View 0 : 0.508928571429 +2016-08-19 12:47:47,834 DEBUG: View 1 : 0.651782583285 +2016-08-19 12:47:48,097 DEBUG: View 3 : 0.510617760618 +2016-08-19 12:47:48,201 DEBUG: View 2 : 0.570273003033 +2016-08-19 12:47:48,485 DEBUG: View 4 : 0.5216622458 +2016-08-19 12:47:50,387 DEBUG: Best view : MiRNA__ +2016-08-19 12:47:50,515 DEBUG: Start: Iteration 474 +2016-08-19 12:47:50,878 DEBUG: View 0 : 0.409722222222 +2016-08-19 12:47:50,890 DEBUG: View 1 : 0.567934782609 +2016-08-19 12:47:51,167 DEBUG: View 3 : 0.56369047619 +2016-08-19 12:47:51,306 DEBUG: View 2 : 0.543452380952 +2016-08-19 12:47:51,597 DEBUG: View 4 : 0.600789993417 +2016-08-19 12:47:53,499 DEBUG: Best view : MRNASeq +2016-08-19 12:47:53,631 DEBUG: Start: Iteration 475 +2016-08-19 12:47:53,992 DEBUG: View 1 : 0.588789448893 +2016-08-19 12:47:53,993 DEBUG: View 0 : 0.538173185056 +2016-08-19 12:47:54,261 DEBUG: View 3 : 0.583928571429 +2016-08-19 12:47:54,362 DEBUG: View 2 : 0.599206349206 +2016-08-19 12:47:54,652 DEBUG: View 4 : 0.573529411765 +2016-08-19 12:47:56,618 DEBUG: Best view : RNASeq_ +2016-08-19 12:47:56,749 DEBUG: Start: Iteration 476 +2016-08-19 12:47:57,051 DEBUG: View 0 : 0.564986992967 +2016-08-19 12:47:57,061 DEBUG: View 1 : 0.798701298701 +2016-08-19 12:47:57,328 DEBUG: View 3 : 0.725758770201 +2016-08-19 12:47:57,451 DEBUG: View 2 : 0.496732026144 +2016-08-19 12:47:57,765 DEBUG: View 4 : 0.534793075777 +2016-08-19 12:47:59,804 DEBUG: Best view : Clinic_ +2016-08-19 12:47:59,935 DEBUG: Start: Iteration 477 +2016-08-19 12:48:00,280 DEBUG: View 0 : 0.542313664596 +2016-08-19 12:48:00,292 DEBUG: View 1 : 0.824123989218 +2016-08-19 12:48:00,555 DEBUG: View 3 : 0.675285975199 +2016-08-19 12:48:00,657 DEBUG: View 2 : 0.564345114345 +2016-08-19 12:48:00,948 DEBUG: View 4 : 0.563848101266 +2016-08-19 12:48:02,955 DEBUG: Best view : MiRNA__ +2016-08-19 12:48:03,085 DEBUG: Start: Iteration 478 +2016-08-19 12:48:03,443 DEBUG: View 0 : 0.569835624339 +2016-08-19 12:48:03,455 DEBUG: View 1 : 0.410084033613 +2016-08-19 12:48:03,720 DEBUG: View 3 : 0.545317675399 +2016-08-19 12:48:03,820 DEBUG: View 2 : 0.5625 +2016-08-19 12:48:04,110 DEBUG: View 4 : 0.611199454793 +2016-08-19 12:48:06,049 DEBUG: Best view : MRNASeq +2016-08-19 12:48:06,183 DEBUG: Start: Iteration 479 +2016-08-19 12:48:06,545 DEBUG: View 0 : 0.54419729207 +2016-08-19 12:48:06,558 DEBUG: View 1 : 0.567934782609 +2016-08-19 12:48:06,828 DEBUG: View 3 : 0.648830409357 +2016-08-19 12:48:06,941 DEBUG: View 2 : 0.548463356974 +2016-08-19 12:48:07,261 DEBUG: View 4 : 0.512152777778 +2016-08-19 12:48:09,186 DEBUG: Best view : Clinic_ +2016-08-19 12:48:09,357 DEBUG: Start: Iteration 480 +2016-08-19 12:48:09,661 DEBUG: View 0 : 0.427248677249 +2016-08-19 12:48:09,674 DEBUG: View 1 : 0.628826530612 +2016-08-19 12:48:09,957 DEBUG: View 3 : 0.525427964513 +2016-08-19 12:48:10,065 DEBUG: View 2 : 0.488020176545 +2016-08-19 12:48:10,398 DEBUG: View 4 : 0.576408846682 +2016-08-19 12:48:12,525 DEBUG: Best view : MRNASeq +2016-08-19 12:48:12,658 DEBUG: Start: Iteration 481 +2016-08-19 12:48:12,941 DEBUG: View 0 : 0.547794117647 +2016-08-19 12:48:12,952 DEBUG: View 1 : 0.564432989691 +2016-08-19 12:48:13,223 DEBUG: View 3 : 0.441072272083 +2016-08-19 12:48:13,368 DEBUG: View 2 : 0.559845559846 +2016-08-19 12:48:13,654 DEBUG: View 4 : 0.540801545147 +2016-08-19 12:48:15,750 DEBUG: Best view : RNASeq_ +2016-08-19 12:48:15,885 DEBUG: Start: Iteration 482 +2016-08-19 12:48:16,235 DEBUG: View 0 : 0.506272401434 +2016-08-19 12:48:16,248 DEBUG: View 1 : 0.492699010834 +2016-08-19 12:48:16,512 DEBUG: View 3 : 0.530123107092 +2016-08-19 12:48:16,614 DEBUG: View 2 : 0.4975 +2016-08-19 12:48:16,900 DEBUG: View 4 : 0.596797036714 +2016-08-19 12:48:18,760 DEBUG: Best view : MRNASeq +2016-08-19 12:48:18,893 DEBUG: Start: Iteration 483 +2016-08-19 12:48:19,174 DEBUG: View 0 : 0.588827838828 +2016-08-19 12:48:19,187 DEBUG: View 1 : 0.52118226601 +2016-08-19 12:48:19,449 DEBUG: View 3 : 0.581565975009 +2016-08-19 12:48:19,553 DEBUG: View 2 : 0.54311590712 +2016-08-19 12:48:19,836 DEBUG: View 4 : 0.581763938094 +2016-08-19 12:48:21,757 DEBUG: Best view : Clinic_ +2016-08-19 12:48:21,891 DEBUG: Start: Iteration 484 +2016-08-19 12:48:22,175 DEBUG: View 0 : 0.445941661382 +2016-08-19 12:48:22,186 DEBUG: View 1 : 0.565789473684 +2016-08-19 12:48:22,449 DEBUG: View 3 : 0.490277242973 +2016-08-19 12:48:22,549 DEBUG: View 2 : 0.553271240345 +2016-08-19 12:48:22,838 DEBUG: View 4 : 0.562481962482 +2016-08-19 12:48:24,792 DEBUG: Best view : RNASeq_ +2016-08-19 12:48:24,925 DEBUG: Start: Iteration 485 +2016-08-19 12:48:25,231 DEBUG: View 0 : 0.555035128806 +2016-08-19 12:48:25,239 DEBUG: View 1 : 0.561881188119 +2016-08-19 12:48:25,510 DEBUG: View 3 : 0.619802349431 +2016-08-19 12:48:25,616 DEBUG: View 2 : 0.592857142857 +2016-08-19 12:48:25,941 DEBUG: View 4 : 0.530123107092 +2016-08-19 12:48:27,936 DEBUG: Best view : Clinic_ +2016-08-19 12:48:28,080 DEBUG: Start: Iteration 486 +2016-08-19 12:48:28,417 DEBUG: View 0 : 0.569055813258 +2016-08-19 12:48:28,427 DEBUG: View 1 : 0.614175362515 +2016-08-19 12:48:28,701 DEBUG: View 3 : 0.517361111111 +2016-08-19 12:48:28,802 DEBUG: View 2 : 0.528721174004 +2016-08-19 12:48:29,098 DEBUG: View 4 : 0.572887289701 +2016-08-19 12:48:31,236 DEBUG: Best view : MiRNA__ +2016-08-19 12:48:31,376 DEBUG: Start: Iteration 487 +2016-08-19 12:48:31,668 DEBUG: View 0 : 0.438772702256 +2016-08-19 12:48:31,681 DEBUG: View 1 : 0.592857142857 +2016-08-19 12:48:31,994 DEBUG: View 3 : 0.582409381663 +2016-08-19 12:48:32,102 DEBUG: View 2 : 0.571428571429 +2016-08-19 12:48:32,402 DEBUG: View 4 : 0.52679137603 +2016-08-19 12:48:34,446 DEBUG: Best view : Clinic_ +2016-08-19 12:48:34,580 DEBUG: Start: Iteration 488 +2016-08-19 12:48:34,934 DEBUG: View 0 : 0.581473214286 +2016-08-19 12:48:34,946 DEBUG: View 1 : 0.661871921182 +2016-08-19 12:48:35,215 DEBUG: View 3 : 0.585744234801 +2016-08-19 12:48:35,320 DEBUG: View 2 : 0.526556776557 +2016-08-19 12:48:35,631 DEBUG: View 4 : 0.566153846154 +2016-08-19 12:48:37,706 DEBUG: Best view : MiRNA__ +2016-08-19 12:48:37,863 DEBUG: Start: Iteration 489 +2016-08-19 12:48:38,159 DEBUG: View 0 : 0.555539505995 +2016-08-19 12:48:38,171 DEBUG: View 1 : 0.621674876847 +2016-08-19 12:48:38,437 DEBUG: View 3 : 0.541703507221 +2016-08-19 12:48:38,542 DEBUG: View 2 : 0.538914728682 +2016-08-19 12:48:38,838 DEBUG: View 4 : 0.52582972583 +2016-08-19 12:48:40,831 DEBUG: Best view : MiRNA__ +2016-08-19 12:48:40,967 DEBUG: Start: Iteration 490 +2016-08-19 12:48:41,322 DEBUG: View 0 : 0.540744229863 +2016-08-19 12:48:41,326 DEBUG: View 1 : 0.6875 +2016-08-19 12:48:41,604 DEBUG: View 3 : 0.633610161212 +2016-08-19 12:48:41,717 DEBUG: View 2 : 0.532414596273 +2016-08-19 12:48:42,037 DEBUG: View 4 : 0.532367149758 +2016-08-19 12:48:43,979 DEBUG: Best view : Clinic_ +2016-08-19 12:48:44,114 DEBUG: Start: Iteration 491 +2016-08-19 12:48:44,473 DEBUG: View 1 : 0.596153846154 +2016-08-19 12:48:44,492 DEBUG: View 0 : 0.640336134454 +2016-08-19 12:48:44,724 DEBUG: View 3 : 0.493795093795 +2016-08-19 12:48:44,840 DEBUG: View 2 : 0.545624753646 +2016-08-19 12:48:45,107 DEBUG: View 4 : 0.576408846682 +2016-08-19 12:48:47,068 DEBUG: Best view : Methyl_ +2016-08-19 12:48:47,206 DEBUG: Start: Iteration 492 +2016-08-19 12:48:47,489 DEBUG: View 0 : 0.618859944247 +2016-08-19 12:48:47,501 DEBUG: View 1 : 0.61815163254 +2016-08-19 12:48:47,767 DEBUG: View 3 : 0.615493670886 +2016-08-19 12:48:47,870 DEBUG: View 2 : 0.524854932302 +2016-08-19 12:48:48,167 DEBUG: View 4 : 0.539372352715 +2016-08-19 12:48:50,205 DEBUG: Best view : Clinic_ +2016-08-19 12:48:50,340 DEBUG: Start: Iteration 493 +2016-08-19 12:48:50,684 DEBUG: View 0 : 0.418526785714 +2016-08-19 12:48:50,696 DEBUG: View 1 : 0.66814337495 +2016-08-19 12:48:50,961 DEBUG: View 3 : 0.545317675399 +2016-08-19 12:48:51,062 DEBUG: View 2 : 0.554675324675 +2016-08-19 12:48:51,348 DEBUG: View 4 : 0.507836990596 +2016-08-19 12:48:53,417 DEBUG: Best view : MiRNA__ +2016-08-19 12:48:53,555 DEBUG: Start: Iteration 494 +2016-08-19 12:48:53,926 DEBUG: View 0 : 0.496365173288 +2016-08-19 12:48:53,939 DEBUG: View 1 : 0.454545454545 +2016-08-19 12:48:54,211 DEBUG: View 3 : 0.629532163743 +2016-08-19 12:48:54,317 DEBUG: View 2 : 0.576442526124 +2016-08-19 12:48:54,624 DEBUG: View 4 : 0.496392496392 +2016-08-19 12:48:56,790 DEBUG: Best view : Clinic_ +2016-08-19 12:48:56,928 DEBUG: Start: Iteration 495 +2016-08-19 12:48:57,217 DEBUG: View 0 : 0.466955266955 +2016-08-19 12:48:57,228 DEBUG: View 1 : 0.661871921182 +2016-08-19 12:48:57,500 DEBUG: View 3 : 0.532536382536 +2016-08-19 12:48:57,602 DEBUG: View 2 : 0.601778656126 +2016-08-19 12:48:57,889 DEBUG: View 4 : 0.537037037037 +2016-08-19 12:48:59,892 DEBUG: Best view : MiRNA__ +2016-08-19 12:49:00,029 DEBUG: Start: Iteration 496 +2016-08-19 12:49:00,315 DEBUG: View 0 : 0.511557788945 +2016-08-19 12:49:00,328 DEBUG: View 1 : 0.587742504409 +2016-08-19 12:49:00,593 DEBUG: View 3 : 0.661102484472 +2016-08-19 12:49:00,695 DEBUG: View 2 : 0.566506410256 +2016-08-19 12:49:00,981 DEBUG: View 4 : 0.527380952381 +2016-08-19 12:49:02,960 DEBUG: Best view : Clinic_ +2016-08-19 12:49:03,098 DEBUG: Start: Iteration 497 +2016-08-19 12:49:03,465 DEBUG: View 0 : 0.425051975052 +2016-08-19 12:49:03,476 DEBUG: View 1 : 0.599830938292 +2016-08-19 12:49:03,741 DEBUG: View 3 : 0.579824561404 +2016-08-19 12:49:03,843 DEBUG: View 2 : 0.545331920224 +2016-08-19 12:49:04,129 DEBUG: View 4 : 0.496664343324 +2016-08-19 12:49:06,162 DEBUG: Best view : MiRNA__ +2016-08-19 12:49:06,305 DEBUG: Start: Iteration 498 +2016-08-19 12:49:06,681 DEBUG: View 0 : 0.426201448321 +2016-08-19 12:49:06,694 DEBUG: View 1 : 0.819095477387 +2016-08-19 12:49:06,975 DEBUG: View 3 : 0.685668276973 +2016-08-19 12:49:07,081 DEBUG: View 2 : 0.601778656126 +2016-08-19 12:49:07,386 DEBUG: View 4 : 0.540329469189 +2016-08-19 12:49:09,517 DEBUG: Best view : Clinic_ +2016-08-19 12:49:09,667 DEBUG: Start: Iteration 499 +2016-08-19 12:49:10,018 DEBUG: View 0 : 0.457142857143 +2016-08-19 12:49:10,028 DEBUG: View 1 : 0.819095477387 +2016-08-19 12:49:10,310 DEBUG: View 3 : 0.573232323232 +2016-08-19 12:49:10,449 DEBUG: View 2 : 0.523290868424 +2016-08-19 12:49:10,755 DEBUG: View 4 : 0.531087564974 +2016-08-19 12:49:12,723 DEBUG: Best view : Clinic_ +2016-08-19 12:49:12,860 DEBUG: Start: Iteration 500 +2016-08-19 12:49:13,208 DEBUG: View 0 : 0.448629498415 +2016-08-19 12:49:13,221 DEBUG: View 1 : 0.417893217893 +2016-08-19 12:49:13,484 DEBUG: View 3 : 0.559945964201 +2016-08-19 12:49:13,582 DEBUG: View 2 : 0.543129436935 +2016-08-19 12:49:13,870 DEBUG: View 4 : 0.491136297588 +2016-08-19 12:49:15,806 DEBUG: Best view : Clinic_ +2016-08-19 12:49:15,942 DEBUG: Start: Iteration 501 +2016-08-19 12:49:16,229 DEBUG: View 0 : 0.588028169014 +2016-08-19 12:49:16,240 DEBUG: View 1 : 0.560670731707 +2016-08-19 12:49:16,502 DEBUG: View 3 : 0.522875816993 +2016-08-19 12:49:16,602 DEBUG: View 2 : 0.615467239527 +2016-08-19 12:49:16,884 DEBUG: View 4 : 0.555715460526 +2016-08-19 12:49:18,803 DEBUG: Best view : RNASeq_ +2016-08-19 12:49:18,940 DEBUG: Start: Iteration 502 +2016-08-19 12:49:19,284 DEBUG: View 0 : 0.455608718767 +2016-08-19 12:49:19,295 DEBUG: View 1 : 0.599122807018 +2016-08-19 12:49:19,559 DEBUG: View 3 : 0.612745098039 +2016-08-19 12:49:19,661 DEBUG: View 2 : 0.569883040936 +2016-08-19 12:49:19,943 DEBUG: View 4 : 0.586269196025 +2016-08-19 12:49:21,916 DEBUG: Best view : Clinic_ +2016-08-19 12:49:22,060 DEBUG: Start: Iteration 503 +2016-08-19 12:49:22,407 DEBUG: View 0 : 0.544905356424 +2016-08-19 12:49:22,419 DEBUG: View 1 : 0.620105820106 +2016-08-19 12:49:22,684 DEBUG: View 3 : 0.619590643275 +2016-08-19 12:49:22,786 DEBUG: View 2 : 0.509649122807 +2016-08-19 12:49:23,073 DEBUG: View 4 : 0.561704482568 +2016-08-19 12:49:25,038 DEBUG: Best view : Clinic_ +2016-08-19 12:49:25,176 DEBUG: Start: Iteration 504 +2016-08-19 12:49:25,515 DEBUG: View 0 : 0.77113997114 +2016-08-19 12:49:25,525 DEBUG: View 1 : 0.64898989899 +2016-08-19 12:49:25,789 DEBUG: View 3 : 0.612654938025 +2016-08-19 12:49:25,890 DEBUG: View 2 : 0.585684715111 +2016-08-19 12:49:26,174 DEBUG: View 4 : 0.488020176545 +2016-08-19 12:49:28,092 DEBUG: Best view : Methyl_ +2016-08-19 12:49:28,229 DEBUG: Start: Iteration 505 +2016-08-19 12:49:28,574 DEBUG: View 0 : 0.557692307692 +2016-08-19 12:49:28,586 DEBUG: View 1 : 0.653391053391 +2016-08-19 12:49:28,847 DEBUG: View 3 : 0.610084033613 +2016-08-19 12:49:28,948 DEBUG: View 2 : 0.497983870968 +2016-08-19 12:49:29,236 DEBUG: View 4 : 0.553883732291 +2016-08-19 12:49:31,182 DEBUG: Best view : MiRNA__ +2016-08-19 12:49:31,320 DEBUG: Start: Iteration 506 +2016-08-19 12:49:31,595 DEBUG: View 0 : 0.368346774194 +2016-08-19 12:49:31,607 DEBUG: View 1 : 0.593162393162 +2016-08-19 12:49:31,872 DEBUG: View 3 : 0.537037037037 +2016-08-19 12:49:31,976 DEBUG: View 2 : 0.539125622579 +2016-08-19 12:49:32,257 DEBUG: View 4 : 0.553271240345 +2016-08-19 12:49:34,266 DEBUG: Best view : MRNASeq +2016-08-19 12:49:34,405 DEBUG: Start: Iteration 507 +2016-08-19 12:49:34,763 DEBUG: View 0 : 0.458942632171 +2016-08-19 12:49:34,772 DEBUG: View 1 : 0.467420212766 +2016-08-19 12:49:35,043 DEBUG: View 3 : 0.655092592593 +2016-08-19 12:49:35,180 DEBUG: View 2 : 0.569883040936 +2016-08-19 12:49:35,469 DEBUG: View 4 : 0.609017713366 +2016-08-19 12:49:37,462 DEBUG: Best view : Clinic_ +2016-08-19 12:49:37,601 DEBUG: Start: Iteration 508 +2016-08-19 12:49:37,934 DEBUG: View 0 : 0.382781153273 +2016-08-19 12:49:37,945 DEBUG: View 1 : 0.661202185792 +2016-08-19 12:49:38,207 DEBUG: View 3 : 0.559677419355 +2016-08-19 12:49:38,308 DEBUG: View 2 : 0.564345114345 +2016-08-19 12:49:38,623 DEBUG: View 4 : 0.525735294118 +2016-08-19 12:49:40,738 DEBUG: Best view : MiRNA__ +2016-08-19 12:49:40,883 DEBUG: Start: Iteration 509 +2016-08-19 12:49:41,245 DEBUG: View 0 : 0.514935064935 +2016-08-19 12:49:41,254 DEBUG: View 1 : 0.521933471933 +2016-08-19 12:49:41,559 DEBUG: View 3 : 0.536730769231 +2016-08-19 12:49:41,692 DEBUG: View 2 : 0.574948024948 +2016-08-19 12:49:41,975 DEBUG: View 4 : 0.599613811904 +2016-08-19 12:49:44,023 DEBUG: Best view : MRNASeq +2016-08-19 12:49:44,165 DEBUG: Start: Iteration 510 +2016-08-19 12:49:44,516 DEBUG: View 0 : 0.457023060797 +2016-08-19 12:49:44,527 DEBUG: View 1 : 0.705421023665 +2016-08-19 12:49:44,793 DEBUG: View 3 : 0.555715460526 +2016-08-19 12:49:44,896 DEBUG: View 2 : 0.567758637857 +2016-08-19 12:49:45,193 DEBUG: View 4 : 0.558179525393 +2016-08-19 12:49:47,376 DEBUG: Best view : MiRNA__ +2016-08-19 12:49:47,520 DEBUG: Start: Iteration 511 +2016-08-19 12:49:47,900 DEBUG: View 0 : 0.508005386802 +2016-08-19 12:49:47,910 DEBUG: View 1 : 0.390374331551 +2016-08-19 12:49:48,192 DEBUG: View 3 : 0.570352486721 +2016-08-19 12:49:48,331 DEBUG: View 2 : 0.523386034256 +2016-08-19 12:49:48,636 DEBUG: View 4 : 0.586226851852 +2016-08-19 12:49:50,829 DEBUG: Best view : MRNASeq +2016-08-19 12:49:50,971 DEBUG: Start: Iteration 512 +2016-08-19 12:49:51,266 DEBUG: View 0 : 0.517073960188 +2016-08-19 12:49:51,277 DEBUG: View 1 : 0.427989130435 +2016-08-19 12:49:51,559 DEBUG: View 3 : 0.514705882353 +2016-08-19 12:49:51,671 DEBUG: View 2 : 0.523232323232 +2016-08-19 12:49:52,008 DEBUG: View 4 : 0.527133326695 +2016-08-19 12:49:54,207 DEBUG: Best view : Methyl_ +2016-08-19 12:49:54,351 DEBUG: Start: Iteration 513 +2016-08-19 12:49:54,654 DEBUG: View 0 : 0.471786984524 +2016-08-19 12:49:54,666 DEBUG: View 1 : 0.426767676768 +2016-08-19 12:49:54,952 DEBUG: View 3 : 0.505257332595 +2016-08-19 12:49:55,080 DEBUG: View 2 : 0.585821258388 +2016-08-19 12:49:55,375 DEBUG: View 4 : 0.553271240345 +2016-08-19 12:49:57,496 DEBUG: Best view : RNASeq_ +2016-08-19 12:49:57,660 DEBUG: Start: Iteration 514 +2016-08-19 12:49:58,050 DEBUG: View 0 : 0.553742203742 +2016-08-19 12:49:58,059 DEBUG: View 1 : 0.560670731707 +2016-08-19 12:49:58,351 DEBUG: View 3 : 0.690153568202 +2016-08-19 12:49:58,484 DEBUG: View 2 : 0.582586644125 +2016-08-19 12:49:58,785 DEBUG: View 4 : 0.558088465963 +2016-08-19 12:50:01,059 DEBUG: Best view : Clinic_ +2016-08-19 12:50:01,202 DEBUG: Start: Iteration 515 +2016-08-19 12:50:01,560 DEBUG: View 0 : 0.453188259109 +2016-08-19 12:50:01,570 DEBUG: View 1 : 0.6286966046 +2016-08-19 12:50:01,855 DEBUG: View 3 : 0.482919254658 +2016-08-19 12:50:01,957 DEBUG: View 2 : 0.547445982276 +2016-08-19 12:50:02,256 DEBUG: View 4 : 0.489102005231 +2016-08-19 12:50:04,455 DEBUG: Best view : MiRNA__ +2016-08-19 12:50:04,596 DEBUG: Start: Iteration 516 +2016-08-19 12:50:04,880 DEBUG: View 0 : 0.553883732291 +2016-08-19 12:50:04,891 DEBUG: View 1 : 0.693653846154 +2016-08-19 12:50:05,156 DEBUG: View 3 : 0.615467239527 +2016-08-19 12:50:05,257 DEBUG: View 2 : 0.606862202546 +2016-08-19 12:50:05,546 DEBUG: View 4 : 0.585684715111 +2016-08-19 12:50:07,605 DEBUG: Best view : MiRNA__ +2016-08-19 12:50:07,750 DEBUG: Start: Iteration 517 +2016-08-19 12:50:08,094 DEBUG: View 0 : 0.548148148148 +2016-08-19 12:50:08,104 DEBUG: View 1 : 0.653394048502 +2016-08-19 12:50:08,369 DEBUG: View 3 : 0.444284539474 +2016-08-19 12:50:08,472 DEBUG: View 2 : 0.528372093023 +2016-08-19 12:50:08,754 DEBUG: View 4 : 0.530254206946 +2016-08-19 12:50:10,742 DEBUG: Best view : MiRNA__ +2016-08-19 12:50:10,883 DEBUG: Start: Iteration 518 +2016-08-19 12:50:11,166 DEBUG: View 0 : 0.58357025288 +2016-08-19 12:50:11,177 DEBUG: View 1 : 0.59112065879 +2016-08-19 12:50:11,441 DEBUG: View 3 : 0.6 +2016-08-19 12:50:11,542 DEBUG: View 2 : 0.502204585538 +2016-08-19 12:50:11,830 DEBUG: View 4 : 0.543917928676 +2016-08-19 12:50:13,836 DEBUG: Best view : Clinic_ +2016-08-19 12:50:13,978 DEBUG: Start: Iteration 519 +2016-08-19 12:50:14,269 DEBUG: View 0 : 0.640113798009 +2016-08-19 12:50:14,278 DEBUG: View 1 : 0.524039829303 +2016-08-19 12:50:14,550 DEBUG: View 3 : 0.54707044108 +2016-08-19 12:50:14,651 DEBUG: View 2 : 0.594393785883 +2016-08-19 12:50:14,936 DEBUG: View 4 : 0.582911178656 +2016-08-19 12:50:17,024 DEBUG: Best view : Methyl_ +2016-08-19 12:50:17,166 DEBUG: Start: Iteration 520 +2016-08-19 12:50:17,444 DEBUG: View 0 : 0.780947775629 +2016-08-19 12:50:17,456 DEBUG: View 1 : 0.468918918919 +2016-08-19 12:50:17,719 DEBUG: View 3 : 0.525522270398 +2016-08-19 12:50:17,821 DEBUG: View 2 : 0.543452380952 +2016-08-19 12:50:18,105 DEBUG: View 4 : 0.533640552995 +2016-08-19 12:50:20,152 DEBUG: Best view : Methyl_ +2016-08-19 12:50:20,294 DEBUG: Start: Iteration 521 +2016-08-19 12:50:20,640 DEBUG: View 0 : 0.389583333333 +2016-08-19 12:50:20,650 DEBUG: View 1 : 0.614973262032 +2016-08-19 12:50:20,912 DEBUG: View 3 : 0.614070968402 +2016-08-19 12:50:21,011 DEBUG: View 2 : 0.56369047619 +2016-08-19 12:50:21,295 DEBUG: View 4 : 0.525522270398 +2016-08-19 12:50:23,308 DEBUG: Best view : Clinic_ +2016-08-19 12:50:23,450 DEBUG: Start: Iteration 522 +2016-08-19 12:50:23,746 DEBUG: View 0 : 0.389583333333 +2016-08-19 12:50:23,755 DEBUG: View 1 : 0.538914728682 +2016-08-19 12:50:24,027 DEBUG: View 3 : 0.5523477503 +2016-08-19 12:50:24,136 DEBUG: View 2 : 0.612977602108 +2016-08-19 12:50:24,420 DEBUG: View 4 : 0.548387096774 +2016-08-19 12:50:26,478 DEBUG: Best view : RNASeq_ +2016-08-19 12:50:26,622 DEBUG: Start: Iteration 523 +2016-08-19 12:50:26,968 DEBUG: View 0 : 0.475409836066 +2016-08-19 12:50:26,986 DEBUG: View 1 : 0.711229946524 +2016-08-19 12:50:27,281 DEBUG: View 3 : 0.654083446617 +2016-08-19 12:50:27,387 DEBUG: View 2 : 0.591471147749 +2016-08-19 12:50:27,727 DEBUG: View 4 : 0.505871725384 +2016-08-19 12:50:29,893 DEBUG: Best view : Clinic_ +2016-08-19 12:50:30,037 DEBUG: Start: Iteration 524 +2016-08-19 12:50:30,323 DEBUG: View 0 : 0.544117647059 +2016-08-19 12:50:30,335 DEBUG: View 1 : 0.661951075744 +2016-08-19 12:50:30,598 DEBUG: View 3 : 0.51334435522 +2016-08-19 12:50:30,704 DEBUG: View 2 : 0.570740740741 +2016-08-19 12:50:30,996 DEBUG: View 4 : 0.537037037037 +2016-08-19 12:50:33,322 DEBUG: Best view : MiRNA__ +2016-08-19 12:50:33,475 DEBUG: Start: Iteration 525 +2016-08-19 12:50:33,883 DEBUG: View 0 : 0.557692307692 +2016-08-19 12:50:33,892 DEBUG: View 1 : 0.433449074074 +2016-08-19 12:50:34,183 DEBUG: View 3 : 0.547538610039 +2016-08-19 12:50:34,289 DEBUG: View 2 : 0.589944783493 +2016-08-19 12:50:34,590 DEBUG: View 4 : 0.522924710425 +2016-08-19 12:50:36,756 DEBUG: Best view : Clinic_ +2016-08-19 12:50:36,910 DEBUG: Start: Iteration 526 +2016-08-19 12:50:37,270 DEBUG: View 0 : 0.753742203742 +2016-08-19 12:50:37,281 DEBUG: View 1 : 0.644341085271 +2016-08-19 12:50:37,552 DEBUG: View 3 : 0.57417721519 +2016-08-19 12:50:37,672 DEBUG: View 2 : 0.611908661721 +2016-08-19 12:50:37,945 DEBUG: View 4 : 0.619967793881 +2016-08-19 12:50:40,033 DEBUG: Best view : Methyl_ +2016-08-19 12:50:40,178 DEBUG: Start: Iteration 527 +2016-08-19 12:50:40,533 DEBUG: View 0 : 0.396706050841 +2016-08-19 12:50:40,544 DEBUG: View 1 : 0.613326226013 +2016-08-19 12:50:40,814 DEBUG: View 3 : 0.593907156673 +2016-08-19 12:50:40,915 DEBUG: View 2 : 0.61815163254 +2016-08-19 12:50:41,203 DEBUG: View 4 : 0.536764705882 +2016-08-19 12:50:43,319 DEBUG: Best view : RNASeq_ +2016-08-19 12:50:43,467 DEBUG: Start: Iteration 528 +2016-08-19 12:50:43,836 DEBUG: View 0 : 0.543206793207 +2016-08-19 12:50:43,847 DEBUG: View 1 : 0.595925925926 +2016-08-19 12:50:44,112 DEBUG: View 3 : 0.622134038801 +2016-08-19 12:50:44,218 DEBUG: View 2 : 0.559356725146 +2016-08-19 12:50:44,507 DEBUG: View 4 : 0.526090139078 +2016-08-19 12:50:46,653 DEBUG: Best view : Clinic_ +2016-08-19 12:50:46,822 DEBUG: Start: Iteration 529 +2016-08-19 12:50:47,194 DEBUG: View 0 : 0.560502172863 +2016-08-19 12:50:47,204 DEBUG: View 1 : 0.623979912116 +2016-08-19 12:50:47,473 DEBUG: View 3 : 0.582911178656 +2016-08-19 12:50:47,620 DEBUG: View 2 : 0.5216622458 +2016-08-19 12:50:47,897 DEBUG: View 4 : 0.519541778976 +2016-08-19 12:50:50,152 DEBUG: Best view : Clinic_ +2016-08-19 12:50:50,299 DEBUG: Start: Iteration 530 +2016-08-19 12:50:50,646 DEBUG: View 0 : 0.544117647059 +2016-08-19 12:50:50,657 DEBUG: View 1 : 0.633610161212 +2016-08-19 12:50:50,927 DEBUG: View 3 : 0.761951410658 +2016-08-19 12:50:51,050 DEBUG: View 2 : 0.539495798319 +2016-08-19 12:50:51,343 DEBUG: View 4 : 0.594696969697 +2016-08-19 12:50:53,444 DEBUG: Best view : Clinic_ +2016-08-19 12:50:53,592 DEBUG: Start: Iteration 531 +2016-08-19 12:50:54,033 DEBUG: View 0 : 0.427248677249 +2016-08-19 12:50:54,044 DEBUG: View 1 : 0.670579420579 +2016-08-19 12:50:54,361 DEBUG: View 3 : 0.599122807018 +2016-08-19 12:50:54,509 DEBUG: View 2 : 0.544823232323 +2016-08-19 12:50:54,810 DEBUG: View 4 : 0.576442526124 +2016-08-19 12:50:56,980 DEBUG: Best view : MiRNA__ +2016-08-19 12:50:57,139 DEBUG: Start: Iteration 532 +2016-08-19 12:50:57,506 DEBUG: View 0 : 0.38354320869 +2016-08-19 12:50:57,516 DEBUG: View 1 : 0.495421245421 +2016-08-19 12:50:57,795 DEBUG: View 3 : 0.765565031983 +2016-08-19 12:50:57,900 DEBUG: View 2 : 0.533044733045 +2016-08-19 12:50:58,192 DEBUG: View 4 : 0.545377528328 +2016-08-19 12:51:00,472 DEBUG: Best view : Clinic_ +2016-08-19 12:51:00,634 DEBUG: Start: Iteration 533 +2016-08-19 12:51:00,958 DEBUG: View 0 : 0.630215827338 +2016-08-19 12:51:00,978 DEBUG: View 1 : 0.564986992967 +2016-08-19 12:51:01,254 DEBUG: View 3 : 0.694933385199 +2016-08-19 12:51:01,390 DEBUG: View 2 : 0.490303878449 +2016-08-19 12:51:01,677 DEBUG: View 4 : 0.533210152679 +2016-08-19 12:51:03,826 DEBUG: Best view : Clinic_ +2016-08-19 12:51:03,982 DEBUG: Start: Iteration 534 +2016-08-19 12:51:04,327 DEBUG: View 0 : 0.554267310789 +2016-08-19 12:51:04,337 DEBUG: View 1 : 0.53065969195 +2016-08-19 12:51:04,617 DEBUG: View 3 : 0.636504104297 +2016-08-19 12:51:04,743 DEBUG: View 2 : 0.540801545147 +2016-08-19 12:51:05,029 DEBUG: View 4 : 0.458269230769 +2016-08-19 12:51:07,120 DEBUG: Best view : Clinic_ +2016-08-19 12:51:07,270 DEBUG: Start: Iteration 535 +2016-08-19 12:51:07,681 DEBUG: View 0 : 0.45 +2016-08-19 12:51:07,691 DEBUG: View 1 : 0.772477522478 +2016-08-19 12:51:07,977 DEBUG: View 3 : 0.6399023795 +2016-08-19 12:51:08,097 DEBUG: View 2 : 0.457442348008 +2016-08-19 12:51:08,381 DEBUG: View 4 : 0.606862202546 +2016-08-19 12:51:10,432 DEBUG: Best view : Clinic_ +2016-08-19 12:51:10,580 DEBUG: Start: Iteration 536 +2016-08-19 12:51:10,929 DEBUG: View 0 : 0.508005386802 +2016-08-19 12:51:10,939 DEBUG: View 1 : 0.661871921182 +2016-08-19 12:51:11,202 DEBUG: View 3 : 0.551981351981 +2016-08-19 12:51:11,301 DEBUG: View 2 : 0.519327731092 +2016-08-19 12:51:11,590 DEBUG: View 4 : 0.558267945365 +2016-08-19 12:51:13,659 DEBUG: Best view : MiRNA__ +2016-08-19 12:51:13,805 DEBUG: Start: Iteration 537 +2016-08-19 12:51:14,150 DEBUG: View 0 : 0.443528693529 +2016-08-19 12:51:14,160 DEBUG: View 1 : 0.60263653484 +2016-08-19 12:51:14,431 DEBUG: View 3 : 0.514705882353 +2016-08-19 12:51:14,556 DEBUG: View 2 : 0.629206991189 +2016-08-19 12:51:14,842 DEBUG: View 4 : 0.541057367829 +2016-08-19 12:51:16,980 DEBUG: Best view : RNASeq_ +2016-08-19 12:51:17,127 DEBUG: Start: Iteration 538 +2016-08-19 12:51:17,416 DEBUG: View 0 : 0.584283342557 +2016-08-19 12:51:17,427 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:51:17,691 DEBUG: View 3 : 0.630917874396 +2016-08-19 12:51:17,791 DEBUG: View 2 : 0.578648440508 +2016-08-19 12:51:18,075 DEBUG: View 4 : 0.589154067225 +2016-08-19 12:51:20,188 DEBUG: Best view : Clinic_ +2016-08-19 12:51:20,334 DEBUG: Start: Iteration 539 +2016-08-19 12:51:20,679 DEBUG: View 0 : 0.571488469602 +2016-08-19 12:51:20,692 DEBUG: View 1 : 0.544823232323 +2016-08-19 12:51:20,956 DEBUG: View 3 : 0.54512195122 +2016-08-19 12:51:21,056 DEBUG: View 2 : 0.54512195122 +2016-08-19 12:51:21,348 DEBUG: View 4 : 0.537037037037 +2016-08-19 12:51:23,572 DEBUG: Best view : Clinic_ +2016-08-19 12:51:23,720 DEBUG: Start: Iteration 540 +2016-08-19 12:51:24,065 DEBUG: View 0 : 0.588827838828 +2016-08-19 12:51:24,076 DEBUG: View 1 : 0.515424030116 +2016-08-19 12:51:24,339 DEBUG: View 3 : 0.694024563061 +2016-08-19 12:51:24,441 DEBUG: View 2 : 0.552115987461 +2016-08-19 12:51:24,730 DEBUG: View 4 : 0.594415584416 +2016-08-19 12:51:26,877 DEBUG: Best view : Clinic_ +2016-08-19 12:51:27,026 DEBUG: Start: Iteration 541 +2016-08-19 12:51:27,314 DEBUG: View 0 : 0.512169312169 +2016-08-19 12:51:27,328 DEBUG: View 1 : 0.456870563065 +2016-08-19 12:51:27,591 DEBUG: View 3 : 0.618626584144 +2016-08-19 12:51:27,693 DEBUG: View 2 : 0.577782131661 +2016-08-19 12:51:27,978 DEBUG: View 4 : 0.527821316614 +2016-08-19 12:51:30,112 DEBUG: Best view : Clinic_ +2016-08-19 12:51:30,258 DEBUG: Start: Iteration 542 +2016-08-19 12:51:30,555 DEBUG: View 0 : 0.467532467532 +2016-08-19 12:51:30,566 DEBUG: View 1 : 0.634308510638 +2016-08-19 12:51:30,842 DEBUG: View 3 : 0.599739997111 +2016-08-19 12:51:30,949 DEBUG: View 2 : 0.56 +2016-08-19 12:51:31,239 DEBUG: View 4 : 0.543522267206 +2016-08-19 12:51:33,408 DEBUG: Best view : Clinic_ +2016-08-19 12:51:33,562 DEBUG: Start: Iteration 543 +2016-08-19 12:51:33,855 DEBUG: View 0 : 0.542123824451 +2016-08-19 12:51:33,866 DEBUG: View 1 : 0.526468455402 +2016-08-19 12:51:34,130 DEBUG: View 3 : 0.622134038801 +2016-08-19 12:51:34,231 DEBUG: View 2 : 0.496547700088 +2016-08-19 12:51:34,527 DEBUG: View 4 : 0.549191374663 +2016-08-19 12:51:36,651 DEBUG: Best view : Clinic_ +2016-08-19 12:51:36,798 DEBUG: Start: Iteration 544 +2016-08-19 12:51:37,134 DEBUG: View 0 : 0.45580270793 +2016-08-19 12:51:37,146 DEBUG: View 1 : 0.557627607421 +2016-08-19 12:51:37,409 DEBUG: View 3 : 0.659090909091 +2016-08-19 12:51:37,508 DEBUG: View 2 : 0.585616438356 +2016-08-19 12:51:37,817 DEBUG: View 4 : 0.512187088274 +2016-08-19 12:51:39,981 DEBUG: Best view : Clinic_ +2016-08-19 12:51:40,131 DEBUG: Start: Iteration 545 +2016-08-19 12:51:40,416 DEBUG: View 0 : 0.369865998475 +2016-08-19 12:51:40,427 DEBUG: View 1 : 0.53457587631 +2016-08-19 12:51:40,693 DEBUG: View 3 : 0.645956383462 +2016-08-19 12:51:40,793 DEBUG: View 2 : 0.590769230769 +2016-08-19 12:51:41,083 DEBUG: View 4 : 0.517414283778 +2016-08-19 12:51:43,286 DEBUG: Best view : Clinic_ +2016-08-19 12:51:43,437 DEBUG: Start: Iteration 546 +2016-08-19 12:51:43,780 DEBUG: View 0 : 0.50568711542 +2016-08-19 12:51:43,790 DEBUG: View 1 : 0.564432989691 +2016-08-19 12:51:44,053 DEBUG: View 3 : 0.653391053391 +2016-08-19 12:51:44,152 DEBUG: View 2 : 0.530123107092 +2016-08-19 12:51:44,442 DEBUG: View 4 : 0.549191374663 +2016-08-19 12:51:46,543 DEBUG: Best view : Clinic_ +2016-08-19 12:51:46,691 DEBUG: Start: Iteration 547 +2016-08-19 12:51:46,984 DEBUG: View 0 : 0.553742203742 +2016-08-19 12:51:46,997 DEBUG: View 1 : 0.669321915762 +2016-08-19 12:51:47,263 DEBUG: View 3 : 0.509243697479 +2016-08-19 12:51:47,364 DEBUG: View 2 : 0.519010785489 +2016-08-19 12:51:47,651 DEBUG: View 4 : 0.53168287651 +2016-08-19 12:51:49,780 DEBUG: Best view : MiRNA__ +2016-08-19 12:51:49,927 DEBUG: Start: Iteration 548 +2016-08-19 12:51:50,276 DEBUG: View 0 : 0.532579787234 +2016-08-19 12:51:50,287 DEBUG: View 1 : 0.444766505636 +2016-08-19 12:51:50,550 DEBUG: View 3 : 0.519570707071 +2016-08-19 12:51:50,656 DEBUG: View 2 : 0.607142857143 +2016-08-19 12:51:50,945 DEBUG: View 4 : 0.588827838828 +2016-08-19 12:51:53,139 DEBUG: Best view : RNASeq_ +2016-08-19 12:51:53,289 DEBUG: Start: Iteration 549 +2016-08-19 12:51:53,644 DEBUG: View 0 : 0.442202194357 +2016-08-19 12:51:53,658 DEBUG: View 1 : 0.683290418756 +2016-08-19 12:51:53,924 DEBUG: View 3 : 0.521417069243 +2016-08-19 12:51:54,029 DEBUG: View 2 : 0.547422357001 +2016-08-19 12:51:54,318 DEBUG: View 4 : 0.469765964206 +2016-08-19 12:51:56,511 DEBUG: Best view : MiRNA__ +2016-08-19 12:51:56,659 DEBUG: Start: Iteration 550 +2016-08-19 12:51:57,010 DEBUG: View 0 : 0.427387996619 +2016-08-19 12:51:57,020 DEBUG: View 1 : 0.53 +2016-08-19 12:51:57,283 DEBUG: View 3 : 0.540674603175 +2016-08-19 12:51:57,384 DEBUG: View 2 : 0.45580270793 +2016-08-19 12:51:57,671 DEBUG: View 4 : 0.583682983683 +2016-08-19 12:51:59,754 DEBUG: Best view : MRNASeq +2016-08-19 12:51:59,903 DEBUG: Start: Iteration 551 +2016-08-19 12:52:00,197 DEBUG: View 0 : 0.567934782609 +2016-08-19 12:52:00,210 DEBUG: View 1 : 0.59314804623 +2016-08-19 12:52:00,475 DEBUG: View 3 : 0.534745065789 +2016-08-19 12:52:00,572 DEBUG: View 2 : 0.465214820654 +2016-08-19 12:52:00,861 DEBUG: View 4 : 0.532367149758 +2016-08-19 12:52:03,020 DEBUG: Best view : MiRNA__ +2016-08-19 12:52:03,170 DEBUG: Start: Iteration 552 +2016-08-19 12:52:03,464 DEBUG: View 0 : 0.544823232323 +2016-08-19 12:52:03,475 DEBUG: View 1 : 0.646802325581 +2016-08-19 12:52:03,740 DEBUG: View 3 : 0.700980392157 +2016-08-19 12:52:03,844 DEBUG: View 2 : 0.568322618352 +2016-08-19 12:52:04,125 DEBUG: View 4 : 0.563849535906 +2016-08-19 12:52:06,288 DEBUG: Best view : Clinic_ +2016-08-19 12:52:06,440 DEBUG: Start: Iteration 553 +2016-08-19 12:52:06,788 DEBUG: View 0 : 0.59157782516 +2016-08-19 12:52:06,800 DEBUG: View 1 : 0.529532163743 +2016-08-19 12:52:07,064 DEBUG: View 3 : 0.676290894758 +2016-08-19 12:52:07,165 DEBUG: View 2 : 0.57616747182 +2016-08-19 12:52:07,450 DEBUG: View 4 : 0.571871251499 +2016-08-19 12:52:09,553 DEBUG: Best view : Clinic_ +2016-08-19 12:52:09,704 DEBUG: Start: Iteration 554 +2016-08-19 12:52:09,979 DEBUG: View 0 : 0.588235294118 +2016-08-19 12:52:09,989 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:52:10,254 DEBUG: View 3 : 0.582806573957 +2016-08-19 12:52:10,357 DEBUG: View 2 : 0.558267945365 +2016-08-19 12:52:10,647 DEBUG: View 4 : 0.588235294118 +2016-08-19 12:52:12,833 DEBUG: Best view : MRNASeq +2016-08-19 12:52:12,984 DEBUG: Start: Iteration 555 +2016-08-19 12:52:13,274 DEBUG: View 0 : 0.545331920224 +2016-08-19 12:52:13,284 DEBUG: View 1 : 0.461016949153 +2016-08-19 12:52:13,550 DEBUG: View 3 : 0.541730769231 +2016-08-19 12:52:13,651 DEBUG: View 2 : 0.539112903226 +2016-08-19 12:52:13,935 DEBUG: View 4 : 0.556712962963 +2016-08-19 12:52:16,129 DEBUG: Best view : MRNASeq +2016-08-19 12:52:16,280 DEBUG: Start: Iteration 556 +2016-08-19 12:52:16,571 DEBUG: View 0 : 0.50568711542 +2016-08-19 12:52:16,581 DEBUG: View 1 : 0.641865079365 +2016-08-19 12:52:16,847 DEBUG: View 3 : 0.479921000658 +2016-08-19 12:52:16,947 DEBUG: View 2 : 0.679317799664 +2016-08-19 12:52:17,233 DEBUG: View 4 : 0.649009260181 +2016-08-19 12:52:19,400 DEBUG: Best view : MRNASeq +2016-08-19 12:52:19,551 DEBUG: Start: Iteration 557 +2016-08-19 12:52:19,913 DEBUG: View 0 : 0.405443548387 +2016-08-19 12:52:19,925 DEBUG: View 1 : 0.589915966387 +2016-08-19 12:52:20,196 DEBUG: View 3 : 0.676859966437 +2016-08-19 12:52:20,301 DEBUG: View 2 : 0.536756248039 +2016-08-19 12:52:20,594 DEBUG: View 4 : 0.609707132735 +2016-08-19 12:52:22,838 DEBUG: Best view : Clinic_ +2016-08-19 12:52:22,990 DEBUG: Start: Iteration 558 +2016-08-19 12:52:23,275 DEBUG: View 0 : 0.610416666667 +2016-08-19 12:52:23,286 DEBUG: View 1 : 0.64576863354 +2016-08-19 12:52:23,550 DEBUG: View 3 : 0.604157782516 +2016-08-19 12:52:23,653 DEBUG: View 2 : 0.579831932773 +2016-08-19 12:52:23,939 DEBUG: View 4 : 0.558823529412 +2016-08-19 12:52:26,171 DEBUG: Best view : MiRNA__ +2016-08-19 12:52:26,321 DEBUG: Start: Iteration 559 +2016-08-19 12:52:26,602 DEBUG: View 0 : 0.540329469189 +2016-08-19 12:52:26,613 DEBUG: View 1 : 0.64898989899 +2016-08-19 12:52:26,885 DEBUG: View 3 : 0.680672268908 +2016-08-19 12:52:27,013 DEBUG: View 2 : 0.571871251499 +2016-08-19 12:52:27,300 DEBUG: View 4 : 0.59112065879 +2016-08-19 12:52:29,464 DEBUG: Best view : Clinic_ +2016-08-19 12:52:29,616 DEBUG: Start: Iteration 560 +2016-08-19 12:52:29,912 DEBUG: View 0 : 0.623500967118 +2016-08-19 12:52:29,921 DEBUG: View 1 : 0.488441558442 +2016-08-19 12:52:30,186 DEBUG: View 3 : 0.537037037037 +2016-08-19 12:52:30,288 DEBUG: View 2 : 0.536878881988 +2016-08-19 12:52:30,576 DEBUG: View 4 : 0.504738878143 +2016-08-19 12:52:32,757 DEBUG: Best view : Methyl_ +2016-08-19 12:52:32,909 DEBUG: Start: Iteration 561 +2016-08-19 12:52:33,245 DEBUG: View 0 : 0.587360105332 +2016-08-19 12:52:33,257 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:52:33,520 DEBUG: View 3 : 0.543055555556 +2016-08-19 12:52:33,623 DEBUG: View 2 : 0.497983870968 +2016-08-19 12:52:33,911 DEBUG: View 4 : 0.585684715111 +2016-08-19 12:52:36,048 DEBUG: Best view : MRNASeq +2016-08-19 12:52:36,201 DEBUG: Start: Iteration 562 +2016-08-19 12:52:36,483 DEBUG: View 0 : 0.54375 +2016-08-19 12:52:36,496 DEBUG: View 1 : 0.361332154436 +2016-08-19 12:52:36,762 DEBUG: View 3 : 0.536130536131 +2016-08-19 12:52:36,861 DEBUG: View 2 : 0.576442526124 +2016-08-19 12:52:37,148 DEBUG: View 4 : 0.523460834377 +2016-08-19 12:52:39,338 DEBUG: Best view : RNASeq_ +2016-08-19 12:52:39,492 DEBUG: Start: Iteration 563 +2016-08-19 12:52:39,842 DEBUG: View 0 : 0.544905356424 +2016-08-19 12:52:39,854 DEBUG: View 1 : 0.567204301075 +2016-08-19 12:52:40,117 DEBUG: View 3 : 0.660567434211 +2016-08-19 12:52:40,217 DEBUG: View 2 : 0.555266955267 +2016-08-19 12:52:40,507 DEBUG: View 4 : 0.515424030116 +2016-08-19 12:52:42,645 DEBUG: Best view : Clinic_ +2016-08-19 12:52:42,799 DEBUG: Start: Iteration 564 +2016-08-19 12:52:43,143 DEBUG: View 0 : 0.449584947427 +2016-08-19 12:52:43,155 DEBUG: View 1 : 0.620168067227 +2016-08-19 12:52:43,417 DEBUG: View 3 : 0.486508015533 +2016-08-19 12:52:43,519 DEBUG: View 2 : 0.503335656676 +2016-08-19 12:52:43,802 DEBUG: View 4 : 0.566596536656 +2016-08-19 12:52:45,940 DEBUG: Best view : MiRNA__ +2016-08-19 12:52:46,092 DEBUG: Start: Iteration 565 +2016-08-19 12:52:46,443 DEBUG: View 0 : 0.581067572971 +2016-08-19 12:52:46,455 DEBUG: View 1 : 0.44695127881 +2016-08-19 12:52:46,721 DEBUG: View 3 : 0.601778656126 +2016-08-19 12:52:46,822 DEBUG: View 2 : 0.548463356974 +2016-08-19 12:52:47,105 DEBUG: View 4 : 0.506928668787 +2016-08-19 12:52:49,363 DEBUG: Best view : Clinic_ +2016-08-19 12:52:49,518 DEBUG: Start: Iteration 566 +2016-08-19 12:52:49,868 DEBUG: View 0 : 0.562169312169 +2016-08-19 12:52:49,880 DEBUG: View 1 : 0.6 +2016-08-19 12:52:50,143 DEBUG: View 3 : 0.632402995235 +2016-08-19 12:52:50,254 DEBUG: View 2 : 0.578125 +2016-08-19 12:52:50,535 DEBUG: View 4 : 0.560502172863 +2016-08-19 12:52:52,796 DEBUG: Best view : Clinic_ +2016-08-19 12:52:52,950 DEBUG: Start: Iteration 567 +2016-08-19 12:52:53,234 DEBUG: View 0 : 0.617359000338 +2016-08-19 12:52:53,245 DEBUG: View 1 : 0.820707070707 +2016-08-19 12:52:53,514 DEBUG: View 3 : 0.579113924051 +2016-08-19 12:52:53,617 DEBUG: View 2 : 0.532367149758 +2016-08-19 12:52:53,909 DEBUG: View 4 : 0.518300338001 +2016-08-19 12:52:56,272 DEBUG: Best view : Clinic_ +2016-08-19 12:52:56,435 DEBUG: Start: Iteration 568 +2016-08-19 12:52:56,744 DEBUG: View 0 : 0.57380952381 +2016-08-19 12:52:56,755 DEBUG: View 1 : 0.620105820106 +2016-08-19 12:52:57,032 DEBUG: View 3 : 0.571765399352 +2016-08-19 12:52:57,133 DEBUG: View 2 : 0.606862202546 +2016-08-19 12:52:57,436 DEBUG: View 4 : 0.582426052606 +2016-08-19 12:52:59,658 DEBUG: Best view : RNASeq_ +2016-08-19 12:52:59,811 DEBUG: Start: Iteration 569 +2016-08-19 12:53:00,088 DEBUG: View 0 : 0.550415052573 +2016-08-19 12:53:00,099 DEBUG: View 1 : 0.508928571429 +2016-08-19 12:53:00,364 DEBUG: View 3 : 0.584274193548 +2016-08-19 12:53:00,465 DEBUG: View 2 : 0.547794117647 +2016-08-19 12:53:00,748 DEBUG: View 4 : 0.541057367829 +2016-08-19 12:53:02,988 DEBUG: Best view : RNASeq_ +2016-08-19 12:53:03,143 DEBUG: Start: Iteration 570 +2016-08-19 12:53:03,429 DEBUG: View 0 : 0.49640872747 +2016-08-19 12:53:03,440 DEBUG: View 1 : 0.576219512195 +2016-08-19 12:53:03,704 DEBUG: View 3 : 0.582236842105 +2016-08-19 12:53:03,804 DEBUG: View 2 : 0.607371794872 +2016-08-19 12:53:04,090 DEBUG: View 4 : 0.537037037037 +2016-08-19 12:53:06,317 DEBUG: Best view : RNASeq_ +2016-08-19 12:53:06,470 DEBUG: Start: Iteration 571 +2016-08-19 12:53:06,748 DEBUG: View 0 : 0.512169312169 +2016-08-19 12:53:06,759 DEBUG: View 1 : 0.390374331551 +2016-08-19 12:53:07,026 DEBUG: View 3 : 0.543452380952 +2016-08-19 12:53:07,130 DEBUG: View 2 : 0.52567684748 +2016-08-19 12:53:07,417 DEBUG: View 4 : 0.548387096774 +2016-08-19 12:53:09,699 DEBUG: Best view : Methyl_ +2016-08-19 12:53:09,862 DEBUG: Start: Iteration 572 +2016-08-19 12:53:10,228 DEBUG: View 0 : 0.412247474747 +2016-08-19 12:53:10,239 DEBUG: View 1 : 0.551479408237 +2016-08-19 12:53:10,515 DEBUG: View 3 : 0.547538610039 +2016-08-19 12:53:10,623 DEBUG: View 2 : 0.549457364341 +2016-08-19 12:53:10,926 DEBUG: View 4 : 0.55304872119 +2016-08-19 12:53:13,228 DEBUG: Best view : Clinic_ +2016-08-19 12:53:13,385 DEBUG: Start: Iteration 573 +2016-08-19 12:53:13,758 DEBUG: View 0 : 0.604091174752 +2016-08-19 12:53:13,771 DEBUG: View 1 : 0.561704482568 +2016-08-19 12:53:14,065 DEBUG: View 3 : 0.618626584144 +2016-08-19 12:53:14,174 DEBUG: View 2 : 0.493978225263 +2016-08-19 12:53:14,539 DEBUG: View 4 : 0.516976998905 +2016-08-19 12:53:16,878 DEBUG: Best view : Clinic_ +2016-08-19 12:53:17,038 DEBUG: Start: Iteration 574 +2016-08-19 12:53:17,325 DEBUG: View 0 : 0.553271240345 +2016-08-19 12:53:17,335 DEBUG: View 1 : 0.434272763106 +2016-08-19 12:53:17,600 DEBUG: View 3 : 0.614124674824 +2016-08-19 12:53:17,701 DEBUG: View 2 : 0.549191374663 +2016-08-19 12:53:17,989 DEBUG: View 4 : 0.528213015476 +2016-08-19 12:53:20,412 DEBUG: Best view : Clinic_ +2016-08-19 12:53:20,573 DEBUG: Start: Iteration 575 +2016-08-19 12:53:20,893 DEBUG: View 0 : 0.430944186742 +2016-08-19 12:53:20,898 DEBUG: View 1 : 0.572010869565 +2016-08-19 12:53:21,177 DEBUG: View 3 : 0.603293949159 +2016-08-19 12:53:21,292 DEBUG: View 2 : 0.579824561404 +2016-08-19 12:53:21,576 DEBUG: View 4 : 0.536730769231 +2016-08-19 12:53:23,871 DEBUG: Best view : Clinic_ +2016-08-19 12:53:24,033 DEBUG: Start: Iteration 576 +2016-08-19 12:53:24,372 DEBUG: View 0 : 0.546092796093 +2016-08-19 12:53:24,383 DEBUG: View 1 : 0.529532163743 +2016-08-19 12:53:24,648 DEBUG: View 3 : 0.605301455301 +2016-08-19 12:53:24,753 DEBUG: View 2 : 0.568070818071 +2016-08-19 12:53:25,049 DEBUG: View 4 : 0.523774224293 +2016-08-19 12:53:27,355 DEBUG: Best view : RNASeq_ +2016-08-19 12:53:27,511 DEBUG: Start: Iteration 577 +2016-08-19 12:53:27,804 DEBUG: View 0 : 0.442202194357 +2016-08-19 12:53:27,815 DEBUG: View 1 : 0.427989130435 +2016-08-19 12:53:28,080 DEBUG: View 3 : 0.482884615385 +2016-08-19 12:53:28,181 DEBUG: View 2 : 0.57778248438 +2016-08-19 12:53:28,500 DEBUG: View 4 : 0.562111801242 +2016-08-19 12:53:30,750 DEBUG: Best view : RNASeq_ +2016-08-19 12:53:30,906 DEBUG: Start: Iteration 578 +2016-08-19 12:53:31,246 DEBUG: View 0 : 0.542857142857 +2016-08-19 12:53:31,256 DEBUG: View 1 : 0.6 +2016-08-19 12:53:31,518 DEBUG: View 3 : 0.629206991189 +2016-08-19 12:53:31,622 DEBUG: View 2 : 0.548998844821 +2016-08-19 12:53:31,923 DEBUG: View 4 : 0.540058479532 +2016-08-19 12:53:34,335 DEBUG: Best view : Clinic_ +2016-08-19 12:53:34,495 DEBUG: Start: Iteration 579 +2016-08-19 12:53:34,847 DEBUG: View 0 : 0.447884012539 +2016-08-19 12:53:34,856 DEBUG: View 1 : 0.600435097897 +2016-08-19 12:53:35,120 DEBUG: View 3 : 0.593209939667 +2016-08-19 12:53:35,225 DEBUG: View 2 : 0.545783926219 +2016-08-19 12:53:35,515 DEBUG: View 4 : 0.569835624339 +2016-08-19 12:53:37,817 DEBUG: Best view : Clinic_ +2016-08-19 12:53:37,977 DEBUG: Start: Iteration 580 +2016-08-19 12:53:38,270 DEBUG: View 0 : 0.637735109718 +2016-08-19 12:53:38,282 DEBUG: View 1 : 0.748368382886 +2016-08-19 12:53:38,548 DEBUG: View 3 : 0.565079365079 +2016-08-19 12:53:38,646 DEBUG: View 2 : 0.525522270398 +2016-08-19 12:53:38,934 DEBUG: View 4 : 0.568148793955 +2016-08-19 12:53:41,324 DEBUG: Best view : Methyl_ +2016-08-19 12:53:41,485 DEBUG: Start: Iteration 581 +2016-08-19 12:53:41,819 DEBUG: View 0 : 0.58357025288 +2016-08-19 12:53:41,829 DEBUG: View 1 : 0.628826530612 +2016-08-19 12:53:42,109 DEBUG: View 3 : 0.660606060606 +2016-08-19 12:53:42,212 DEBUG: View 2 : 0.518408151495 +2016-08-19 12:53:42,521 DEBUG: View 4 : 0.558817866769 +2016-08-19 12:53:44,816 DEBUG: Best view : Clinic_ +2016-08-19 12:53:45,004 DEBUG: Start: Iteration 582 +2016-08-19 12:53:45,313 DEBUG: View 0 : 0.517073960188 +2016-08-19 12:53:45,323 DEBUG: View 1 : 0.60039893617 +2016-08-19 12:53:45,599 DEBUG: View 3 : 0.526090139078 +2016-08-19 12:53:45,709 DEBUG: View 2 : 0.504166666667 +2016-08-19 12:53:46,008 DEBUG: View 4 : 0.51654676259 +2016-08-19 12:53:48,323 DEBUG: Best view : MiRNA__ +2016-08-19 12:53:48,480 DEBUG: Start: Iteration 583 +2016-08-19 12:53:48,832 DEBUG: View 0 : 0.445882704371 +2016-08-19 12:53:48,842 DEBUG: View 1 : 0.663705435418 +2016-08-19 12:53:49,109 DEBUG: View 3 : 0.527133326695 +2016-08-19 12:53:49,211 DEBUG: View 2 : 0.631235431235 +2016-08-19 12:53:49,509 DEBUG: View 4 : 0.526347485697 +2016-08-19 12:53:51,835 DEBUG: Best view : MiRNA__ +2016-08-19 12:53:51,992 DEBUG: Start: Iteration 584 +2016-08-19 12:53:52,345 DEBUG: View 0 : 0.45306122449 +2016-08-19 12:53:52,356 DEBUG: View 1 : 0.508928571429 +2016-08-19 12:53:52,618 DEBUG: View 3 : 0.55414244186 +2016-08-19 12:53:52,721 DEBUG: View 2 : 0.490277242973 +2016-08-19 12:53:53,009 DEBUG: View 4 : 0.5278828554 +2016-08-19 12:53:55,316 DEBUG: Best view : Clinic_ +2016-08-19 12:53:55,471 DEBUG: Start: Iteration 585 +2016-08-19 12:53:55,761 DEBUG: View 0 : 0.540441176471 +2016-08-19 12:53:55,772 DEBUG: View 1 : 0.706480674223 +2016-08-19 12:53:56,037 DEBUG: View 3 : 0.723076923077 +2016-08-19 12:53:56,137 DEBUG: View 2 : 0.52567684748 +2016-08-19 12:53:56,427 DEBUG: View 4 : 0.541685597456 +2016-08-19 12:53:58,705 DEBUG: Best view : Clinic_ +2016-08-19 12:53:58,863 DEBUG: Start: Iteration 586 +2016-08-19 12:53:59,153 DEBUG: View 0 : 0.503634826712 +2016-08-19 12:53:59,165 DEBUG: View 1 : 0.562770979863 +2016-08-19 12:53:59,429 DEBUG: View 3 : 0.639859731151 +2016-08-19 12:53:59,526 DEBUG: View 2 : 0.501201576468 +2016-08-19 12:53:59,823 DEBUG: View 4 : 0.557692307692 +2016-08-19 12:54:02,112 DEBUG: Best view : Clinic_ +2016-08-19 12:54:02,270 DEBUG: Start: Iteration 587 +2016-08-19 12:54:02,551 DEBUG: View 0 : 0.45580270793 +2016-08-19 12:54:02,565 DEBUG: View 1 : 0.50632183908 +2016-08-19 12:54:02,829 DEBUG: View 3 : 0.644341085271 +2016-08-19 12:54:02,930 DEBUG: View 2 : 0.57417794971 +2016-08-19 12:54:03,215 DEBUG: View 4 : 0.502532928065 +2016-08-19 12:54:05,502 DEBUG: Best view : Clinic_ +2016-08-19 12:54:05,661 DEBUG: Start: Iteration 588 +2016-08-19 12:54:06,014 DEBUG: View 0 : 0.448629498415 +2016-08-19 12:54:06,025 DEBUG: View 1 : 0.575301204819 +2016-08-19 12:54:06,288 DEBUG: View 3 : 0.60556912555 +2016-08-19 12:54:06,386 DEBUG: View 2 : 0.518080916577 +2016-08-19 12:54:06,682 DEBUG: View 4 : 0.600789993417 +2016-08-19 12:54:08,941 DEBUG: Best view : MRNASeq +2016-08-19 12:54:09,099 DEBUG: Start: Iteration 589 +2016-08-19 12:54:09,447 DEBUG: View 0 : 0.491994613198 +2016-08-19 12:54:09,459 DEBUG: View 1 : 0.498982853822 +2016-08-19 12:54:09,724 DEBUG: View 3 : 0.539112903226 +2016-08-19 12:54:09,826 DEBUG: View 2 : 0.558088465963 +2016-08-19 12:54:10,110 DEBUG: View 4 : 0.543317230274 +2016-08-19 12:54:12,453 DEBUG: Best view : RNASeq_ +2016-08-19 12:54:12,611 DEBUG: Start: Iteration 590 +2016-08-19 12:54:12,959 DEBUG: View 0 : 0.455716586151 +2016-08-19 12:54:12,971 DEBUG: View 1 : 0.667019638044 +2016-08-19 12:54:13,234 DEBUG: View 3 : 0.540801545147 +2016-08-19 12:54:13,333 DEBUG: View 2 : 0.613970588235 +2016-08-19 12:54:13,621 DEBUG: View 4 : 0.528181818182 +2016-08-19 12:54:15,853 DEBUG: Best view : MiRNA__ +2016-08-19 12:54:16,012 DEBUG: Start: Iteration 591 +2016-08-19 12:54:16,296 DEBUG: View 0 : 0.636151898734 +2016-08-19 12:54:16,306 DEBUG: View 1 : 0.543397500844 +2016-08-19 12:54:16,577 DEBUG: View 3 : 0.648830409357 +2016-08-19 12:54:16,704 DEBUG: View 2 : 0.56369047619 +2016-08-19 12:54:16,992 DEBUG: View 4 : 0.489766081871 +2016-08-19 12:54:19,275 DEBUG: Best view : Clinic_ +2016-08-19 12:54:19,434 DEBUG: Start: Iteration 592 +2016-08-19 12:54:19,779 DEBUG: View 0 : 0.481561045471 +2016-08-19 12:54:19,789 DEBUG: View 1 : 0.564432989691 +2016-08-19 12:54:20,052 DEBUG: View 3 : 0.551479408237 +2016-08-19 12:54:20,155 DEBUG: View 2 : 0.519327731092 +2016-08-19 12:54:20,438 DEBUG: View 4 : 0.622785097683 +2016-08-19 12:54:22,717 DEBUG: Best view : MRNASeq +2016-08-19 12:54:22,876 DEBUG: Start: Iteration 593 +2016-08-19 12:54:23,163 DEBUG: View 0 : 0.753376623377 +2016-08-19 12:54:23,174 DEBUG: View 1 : 0.811111111111 +2016-08-19 12:54:23,437 DEBUG: View 3 : 0.516178266178 +2016-08-19 12:54:23,538 DEBUG: View 2 : 0.548463356974 +2016-08-19 12:54:23,823 DEBUG: View 4 : 0.602459016393 +2016-08-19 12:54:26,122 DEBUG: Best view : MiRNA__ +2016-08-19 12:54:26,283 DEBUG: Start: Iteration 594 +2016-08-19 12:54:26,570 DEBUG: View 0 : 0.517195767196 +2016-08-19 12:54:26,583 DEBUG: View 1 : 0.560101265823 +2016-08-19 12:54:26,847 DEBUG: View 3 : 0.505907626208 +2016-08-19 12:54:26,949 DEBUG: View 2 : 0.539495798319 +2016-08-19 12:54:27,238 DEBUG: View 4 : 0.551767676768 +2016-08-19 12:54:29,570 DEBUG: Best view : MRNASeq +2016-08-19 12:54:29,731 DEBUG: Start: Iteration 595 +2016-08-19 12:54:30,078 DEBUG: View 0 : 0.405257393209 +2016-08-19 12:54:30,090 DEBUG: View 1 : 0.583333333333 +2016-08-19 12:54:30,354 DEBUG: View 3 : 0.563849535906 +2016-08-19 12:54:30,454 DEBUG: View 2 : 0.542857142857 +2016-08-19 12:54:30,746 DEBUG: View 4 : 0.561342592593 +2016-08-19 12:54:32,994 DEBUG: Best view : MiRNA__ +2016-08-19 12:54:33,154 DEBUG: Start: Iteration 596 +2016-08-19 12:54:33,443 DEBUG: View 0 : 0.77113997114 +2016-08-19 12:54:33,454 DEBUG: View 1 : 0.634308510638 +2016-08-19 12:54:33,718 DEBUG: View 3 : 0.496786142281 +2016-08-19 12:54:33,818 DEBUG: View 2 : 0.549579831933 +2016-08-19 12:54:34,107 DEBUG: View 4 : 0.492818322981 +2016-08-19 12:54:36,418 DEBUG: Best view : Methyl_ +2016-08-19 12:54:36,579 DEBUG: Start: Iteration 597 +2016-08-19 12:54:36,879 DEBUG: View 0 : 0.62549839541 +2016-08-19 12:54:36,888 DEBUG: View 1 : 0.289235354809 +2016-08-19 12:54:37,164 DEBUG: View 3 : 0.553271240345 +2016-08-19 12:54:37,266 DEBUG: View 2 : 0.550651859005 +2016-08-19 12:54:37,553 DEBUG: View 4 : 0.535573512022 +2016-08-19 12:54:39,840 DEBUG: Best view : Methyl_ +2016-08-19 12:54:40,002 DEBUG: Start: Iteration 598 +2016-08-19 12:54:40,284 DEBUG: View 0 : 0.506944444444 +2016-08-19 12:54:40,295 DEBUG: View 1 : 0.694024563061 +2016-08-19 12:54:40,556 DEBUG: View 3 : 0.562968005446 +2016-08-19 12:54:40,659 DEBUG: View 2 : 0.592168322618 +2016-08-19 12:54:40,943 DEBUG: View 4 : 0.567758637857 +2016-08-19 12:54:43,269 DEBUG: Best view : MiRNA__ +2016-08-19 12:54:43,430 DEBUG: Start: Iteration 599 +2016-08-19 12:54:43,791 DEBUG: View 0 : 0.442202194357 +2016-08-19 12:54:43,802 DEBUG: View 1 : 0.554448742747 +2016-08-19 12:54:44,072 DEBUG: View 3 : 0.659356725146 +2016-08-19 12:54:44,182 DEBUG: View 2 : 0.546875 +2016-08-19 12:54:44,469 DEBUG: View 4 : 0.543917928676 +2016-08-19 12:54:46,820 DEBUG: Best view : Clinic_ +2016-08-19 12:54:46,982 DEBUG: Start: Iteration 600 +2016-08-19 12:54:47,328 DEBUG: View 0 : 0.452336855867 +2016-08-19 12:54:47,339 DEBUG: View 1 : 0.607142857143 +2016-08-19 12:54:47,603 DEBUG: View 3 : 0.599707602339 +2016-08-19 12:54:47,705 DEBUG: View 2 : 0.531092436975 +2016-08-19 12:54:47,994 DEBUG: View 4 : 0.549480396788 +2016-08-19 12:54:50,352 DEBUG: Best view : Clinic_ +2016-08-19 12:54:50,513 DEBUG: Start: Iteration 601 +2016-08-19 12:54:50,858 DEBUG: View 0 : 0.54419729207 +2016-08-19 12:54:50,869 DEBUG: View 1 : 0.388235294118 +2016-08-19 12:54:51,133 DEBUG: View 3 : 0.536935286935 +2016-08-19 12:54:51,237 DEBUG: View 2 : 0.520982142857 +2016-08-19 12:54:51,527 DEBUG: View 4 : 0.531923076923 +2016-08-19 12:54:53,893 DEBUG: Best view : Clinic_ +2016-08-19 12:54:54,055 DEBUG: Start: Iteration 602 +2016-08-19 12:54:54,337 DEBUG: View 0 : 0.603293949159 +2016-08-19 12:54:54,347 DEBUG: View 1 : 0.691115831563 +2016-08-19 12:54:54,609 DEBUG: View 3 : 0.558883317523 +2016-08-19 12:54:54,711 DEBUG: View 2 : 0.541685597456 +2016-08-19 12:54:54,993 DEBUG: View 4 : 0.50129900803 +2016-08-19 12:54:57,352 DEBUG: Best view : MiRNA__ +2016-08-19 12:54:57,514 DEBUG: Start: Iteration 603 +2016-08-19 12:54:57,874 DEBUG: View 0 : 0.447182738521 +2016-08-19 12:54:57,886 DEBUG: View 1 : 0.567204301075 +2016-08-19 12:54:58,157 DEBUG: View 3 : 0.477616747182 +2016-08-19 12:54:58,258 DEBUG: View 2 : 0.556063405621 +2016-08-19 12:54:58,543 DEBUG: View 4 : 0.532366071429 +2016-08-19 12:55:00,900 DEBUG: Best view : MiRNA__ +2016-08-19 12:55:01,061 DEBUG: Start: Iteration 604 +2016-08-19 12:55:01,414 DEBUG: View 0 : 0.448629498415 +2016-08-19 12:55:01,426 DEBUG: View 1 : 0.579831932773 +2016-08-19 12:55:01,695 DEBUG: View 3 : 0.644642857143 +2016-08-19 12:55:01,798 DEBUG: View 2 : 0.489766081871 +2016-08-19 12:55:02,089 DEBUG: View 4 : 0.556712962963 +2016-08-19 12:55:04,465 DEBUG: Best view : Clinic_ +2016-08-19 12:55:04,633 DEBUG: Start: Iteration 605 +2016-08-19 12:55:04,978 DEBUG: View 0 : 0.76976284585 +2016-08-19 12:55:04,989 DEBUG: View 1 : 0.616666666667 +2016-08-19 12:55:05,252 DEBUG: View 3 : 0.512972572276 +2016-08-19 12:55:05,356 DEBUG: View 2 : 0.541057367829 +2016-08-19 12:55:05,646 DEBUG: View 4 : 0.543452380952 +2016-08-19 12:55:08,076 DEBUG: Best view : Methyl_ +2016-08-19 12:55:08,241 DEBUG: Start: Iteration 606 +2016-08-19 12:55:08,523 DEBUG: View 0 : 0.457876175549 +2016-08-19 12:55:08,535 DEBUG: View 1 : 0.565079801871 +2016-08-19 12:55:08,798 DEBUG: View 3 : 0.607182168409 +2016-08-19 12:55:08,899 DEBUG: View 2 : 0.572993912562 +2016-08-19 12:55:09,184 DEBUG: View 4 : 0.585616438356 +2016-08-19 12:55:11,559 DEBUG: Best view : Clinic_ +2016-08-19 12:55:11,722 DEBUG: Start: Iteration 607 +2016-08-19 12:55:12,069 DEBUG: View 0 : 0.43137254902 +2016-08-19 12:55:12,079 DEBUG: View 1 : 0.81592039801 +2016-08-19 12:55:12,344 DEBUG: View 3 : 0.573529411765 +2016-08-19 12:55:12,448 DEBUG: View 2 : 0.540058479532 +2016-08-19 12:55:12,733 DEBUG: View 4 : 0.585550935551 +2016-08-19 12:55:15,031 DEBUG: Best view : Clinic_ +2016-08-19 12:55:15,196 DEBUG: Start: Iteration 608 +2016-08-19 12:55:15,478 DEBUG: View 0 : 0.579113924051 +2016-08-19 12:55:15,486 DEBUG: View 1 : 0.478997975709 +2016-08-19 12:55:15,750 DEBUG: View 3 : 0.491902834008 +2016-08-19 12:55:15,853 DEBUG: View 2 : 0.578449328449 +2016-08-19 12:55:16,136 DEBUG: View 4 : 0.504054714216 +2016-08-19 12:55:18,526 DEBUG: Best view : RNASeq_ +2016-08-19 12:55:18,691 DEBUG: Start: Iteration 609 +2016-08-19 12:55:18,981 DEBUG: View 0 : 0.603293949159 +2016-08-19 12:55:18,992 DEBUG: View 1 : 0.634308510638 +2016-08-19 12:55:19,262 DEBUG: View 3 : 0.586529340019 +2016-08-19 12:55:19,390 DEBUG: View 2 : 0.5625 +2016-08-19 12:55:19,678 DEBUG: View 4 : 0.545624753646 +2016-08-19 12:55:22,019 DEBUG: Best view : Clinic_ +2016-08-19 12:55:22,186 DEBUG: Start: Iteration 610 +2016-08-19 12:55:22,473 DEBUG: View 0 : 0.461876584954 +2016-08-19 12:55:22,485 DEBUG: View 1 : 0.686081773502 +2016-08-19 12:55:22,749 DEBUG: View 3 : 0.745736434109 +2016-08-19 12:55:22,850 DEBUG: View 2 : 0.523386034256 +2016-08-19 12:55:23,132 DEBUG: View 4 : 0.578947368421 +2016-08-19 12:55:25,545 DEBUG: Best view : Clinic_ +2016-08-19 12:55:25,722 DEBUG: Start: Iteration 611 +2016-08-19 12:55:26,079 DEBUG: View 0 : 0.486631016043 +2016-08-19 12:55:26,090 DEBUG: View 1 : 0.634308510638 +2016-08-19 12:55:26,358 DEBUG: View 3 : 0.520210664911 +2016-08-19 12:55:26,464 DEBUG: View 2 : 0.634027777778 +2016-08-19 12:55:26,754 DEBUG: View 4 : 0.600789993417 +2016-08-19 12:55:29,119 DEBUG: Best view : RNASeq_ +2016-08-19 12:55:29,286 DEBUG: Start: Iteration 612 +2016-08-19 12:55:29,643 DEBUG: View 0 : 0.54419729207 +2016-08-19 12:55:29,654 DEBUG: View 1 : 0.593162393162 +2016-08-19 12:55:29,931 DEBUG: View 3 : 0.577976190476 +2016-08-19 12:55:30,036 DEBUG: View 2 : 0.545377528328 +2016-08-19 12:55:30,332 DEBUG: View 4 : 0.529360800924 +2016-08-19 12:55:32,783 DEBUG: Best view : MiRNA__ +2016-08-19 12:55:32,949 DEBUG: Start: Iteration 613 +2016-08-19 12:55:33,257 DEBUG: View 0 : 0.549191374663 +2016-08-19 12:55:33,269 DEBUG: View 1 : 0.575901974132 +2016-08-19 12:55:33,538 DEBUG: View 3 : 0.673015873016 +2016-08-19 12:55:33,640 DEBUG: View 2 : 0.562091503268 +2016-08-19 12:55:33,934 DEBUG: View 4 : 0.578648440508 +2016-08-19 12:55:36,485 DEBUG: Best view : Clinic_ +2016-08-19 12:55:36,650 DEBUG: Start: Iteration 614 +2016-08-19 12:55:36,942 DEBUG: View 0 : 0.633046781287 +2016-08-19 12:55:36,954 DEBUG: View 1 : 0.329344487981 +2016-08-19 12:55:37,220 DEBUG: View 3 : 0.556179180345 +2016-08-19 12:55:37,323 DEBUG: View 2 : 0.602076802508 +2016-08-19 12:55:37,629 DEBUG: View 4 : 0.512187088274 +2016-08-19 12:55:40,190 DEBUG: Best view : Methyl_ +2016-08-19 12:55:40,407 DEBUG: Start: Iteration 615 +2016-08-19 12:55:40,694 DEBUG: View 0 : 0.59157782516 +2016-08-19 12:55:40,706 DEBUG: View 1 : 0.635375494071 +2016-08-19 12:55:40,982 DEBUG: View 3 : 0.592263094762 +2016-08-19 12:55:41,103 DEBUG: View 2 : 0.513095238095 +2016-08-19 12:55:41,400 DEBUG: View 4 : 0.534745065789 +2016-08-19 12:55:43,918 DEBUG: Best view : MiRNA__ +2016-08-19 12:55:44,130 DEBUG: Start: Iteration 616 +2016-08-19 12:55:44,428 DEBUG: View 0 : 0.550479808077 +2016-08-19 12:55:44,440 DEBUG: View 1 : 0.563131313131 +2016-08-19 12:55:44,704 DEBUG: View 3 : 0.524854932302 +2016-08-19 12:55:44,805 DEBUG: View 2 : 0.520196339094 +2016-08-19 12:55:45,089 DEBUG: View 4 : 0.543139293139 +2016-08-19 12:55:47,690 DEBUG: Best view : MiRNA__ +2016-08-19 12:55:47,865 DEBUG: Start: Iteration 617 +2016-08-19 12:55:48,280 DEBUG: View 0 : 0.506272401434 +2016-08-19 12:55:48,287 DEBUG: View 1 : 0.646766169154 +2016-08-19 12:55:48,588 DEBUG: View 3 : 0.729896476001 +2016-08-19 12:55:48,696 DEBUG: View 2 : 0.508455696203 +2016-08-19 12:55:48,995 DEBUG: View 4 : 0.519570707071 +2016-08-19 12:55:51,594 DEBUG: Best view : Clinic_ +2016-08-19 12:55:51,760 DEBUG: Start: Iteration 618 +2016-08-19 12:55:52,064 DEBUG: View 1 : 0.501083743842 +2016-08-19 12:55:52,068 DEBUG: View 0 : 0.456349206349 +2016-08-19 12:55:52,338 DEBUG: View 3 : 0.723076923077 +2016-08-19 12:55:52,448 DEBUG: View 2 : 0.534719535783 +2016-08-19 12:55:52,793 DEBUG: View 4 : 0.529411764706 +2016-08-19 12:55:55,143 DEBUG: Best view : Clinic_ +2016-08-19 12:55:55,308 DEBUG: Start: Iteration 619 +2016-08-19 12:55:55,598 DEBUG: View 0 : 0.562013828868 +2016-08-19 12:55:55,608 DEBUG: View 1 : 0.600789993417 +2016-08-19 12:55:55,874 DEBUG: View 3 : 0.614644508309 +2016-08-19 12:55:55,976 DEBUG: View 2 : 0.549480396788 +2016-08-19 12:55:56,264 DEBUG: View 4 : 0.529411764706 +2016-08-19 12:55:58,659 DEBUG: Best view : Clinic_ +2016-08-19 12:55:58,831 DEBUG: Start: Iteration 620 +2016-08-19 12:55:59,178 DEBUG: View 0 : 0.587171052632 +2016-08-19 12:55:59,188 DEBUG: View 1 : 0.555555555556 +2016-08-19 12:55:59,461 DEBUG: View 3 : 0.603293949159 +2016-08-19 12:55:59,587 DEBUG: View 2 : 0.508863702412 +2016-08-19 12:55:59,880 DEBUG: View 4 : 0.519010785489 +2016-08-19 12:56:02,406 DEBUG: Best view : Clinic_ +2016-08-19 12:56:02,574 DEBUG: Start: Iteration 621 +2016-08-19 12:56:02,924 DEBUG: View 0 : 0.558088465963 +2016-08-19 12:56:02,934 DEBUG: View 1 : 0.627064035441 +2016-08-19 12:56:03,201 DEBUG: View 3 : 0.517712550607 +2016-08-19 12:56:03,306 DEBUG: View 2 : 0.551189817377 +2016-08-19 12:56:03,596 DEBUG: View 4 : 0.591768292683 +2016-08-19 12:56:06,109 DEBUG: Best view : MRNASeq +2016-08-19 12:56:06,279 DEBUG: Start: Iteration 622 +2016-08-19 12:56:06,582 DEBUG: View 0 : 0.623952211196 +2016-08-19 12:56:06,592 DEBUG: View 1 : 0.577782131661 +2016-08-19 12:56:06,903 DEBUG: View 3 : 0.554267310789 +2016-08-19 12:56:07,019 DEBUG: View 2 : 0.561744768641 +2016-08-19 12:56:07,301 DEBUG: View 4 : 0.555740107474 +2016-08-19 12:56:09,746 DEBUG: Best view : Methyl_ +2016-08-19 12:56:09,940 DEBUG: Start: Iteration 623 +2016-08-19 12:56:10,251 DEBUG: View 0 : 0.454573643411 +2016-08-19 12:56:10,262 DEBUG: View 1 : 0.555035128806 +2016-08-19 12:56:10,552 DEBUG: View 3 : 0.518420277041 +2016-08-19 12:56:10,677 DEBUG: View 2 : 0.518408151495 +2016-08-19 12:56:11,025 DEBUG: View 4 : 0.543917928676 +2016-08-19 12:56:13,622 DEBUG: Best view : MiRNA__ +2016-08-19 12:56:13,797 DEBUG: Start: Iteration 624 +2016-08-19 12:56:14,103 DEBUG: View 0 : 0.440211640212 +2016-08-19 12:56:14,113 DEBUG: View 1 : 0.599533799534 +2016-08-19 12:56:14,412 DEBUG: View 3 : 0.678787878788 +2016-08-19 12:56:14,523 DEBUG: View 2 : 0.592263094762 +2016-08-19 12:56:14,819 DEBUG: View 4 : 0.528038379531 +2016-08-19 12:56:17,311 DEBUG: Best view : Clinic_ +2016-08-19 12:56:17,483 DEBUG: Start: Iteration 625 +2016-08-19 12:56:17,773 DEBUG: View 0 : 0.436984352774 +2016-08-19 12:56:17,786 DEBUG: View 1 : 0.570740740741 +2016-08-19 12:56:18,048 DEBUG: View 3 : 0.634821428571 +2016-08-19 12:56:18,156 DEBUG: View 2 : 0.589915966387 +2016-08-19 12:56:18,446 DEBUG: View 4 : 0.513491984467 +2016-08-19 12:56:20,916 DEBUG: Best view : Clinic_ +2016-08-19 12:56:21,086 DEBUG: Start: Iteration 626 +2016-08-19 12:56:21,384 DEBUG: View 0 : 0.431889516635 +2016-08-19 12:56:21,394 DEBUG: View 1 : 0.524039829303 +2016-08-19 12:56:21,663 DEBUG: View 3 : 0.576442526124 +2016-08-19 12:56:21,761 DEBUG: View 2 : 0.578029642546 +2016-08-19 12:56:22,047 DEBUG: View 4 : 0.518514311677 +2016-08-19 12:56:24,577 DEBUG: Best view : Clinic_ +2016-08-19 12:56:24,749 DEBUG: Start: Iteration 627 +2016-08-19 12:56:25,058 DEBUG: View 0 : 0.544905356424 +2016-08-19 12:56:25,069 DEBUG: View 1 : 0.42816091954 +2016-08-19 12:56:25,343 DEBUG: View 3 : 0.645833333333 +2016-08-19 12:56:25,471 DEBUG: View 2 : 0.530254206946 +2016-08-19 12:56:25,764 DEBUG: View 4 : 0.498475609756 +2016-08-19 12:56:28,211 DEBUG: Best view : Clinic_ +2016-08-19 12:56:28,387 DEBUG: Start: Iteration 628 +2016-08-19 12:56:28,733 DEBUG: View 0 : 0.442202194357 +2016-08-19 12:56:28,744 DEBUG: View 1 : 0.669512195122 +2016-08-19 12:56:29,015 DEBUG: View 3 : 0.549480396788 +2016-08-19 12:56:29,140 DEBUG: View 2 : 0.580241935484 +2016-08-19 12:56:29,424 DEBUG: View 4 : 0.558502799882 +2016-08-19 12:56:31,891 DEBUG: Best view : MiRNA__ +2016-08-19 12:56:32,059 DEBUG: Start: Iteration 629 +2016-08-19 12:56:32,342 DEBUG: View 0 : 0.447182738521 +2016-08-19 12:56:32,353 DEBUG: View 1 : 0.69 +2016-08-19 12:56:32,616 DEBUG: View 3 : 0.486201550388 +2016-08-19 12:56:32,719 DEBUG: View 2 : 0.559945964201 +2016-08-19 12:56:33,002 DEBUG: View 4 : 0.593907156673 +2016-08-19 12:56:35,455 DEBUG: Best view : MRNASeq +2016-08-19 12:56:35,625 DEBUG: Start: Iteration 630 +2016-08-19 12:56:35,975 DEBUG: View 0 : 0.617359000338 +2016-08-19 12:56:35,986 DEBUG: View 1 : 0.617010309278 +2016-08-19 12:56:36,252 DEBUG: View 3 : 0.493795093795 +2016-08-19 12:56:36,354 DEBUG: View 2 : 0.528372093023 +2016-08-19 12:56:36,638 DEBUG: View 4 : 0.606756756757 +2016-08-19 12:56:39,122 DEBUG: Best view : MRNASeq +2016-08-19 12:56:39,291 DEBUG: Start: Iteration 631 +2016-08-19 12:56:39,579 DEBUG: View 0 : 0.585616438356 +2016-08-19 12:56:39,590 DEBUG: View 1 : 0.819095477387 +2016-08-19 12:56:39,854 DEBUG: View 3 : 0.532414596273 +2016-08-19 12:56:39,959 DEBUG: View 2 : 0.575778478518 +2016-08-19 12:56:40,245 DEBUG: View 4 : 0.543139293139 +2016-08-19 12:56:42,847 DEBUG: Best view : Methyl_ +2016-08-19 12:56:43,028 DEBUG: Start: Iteration 632 +2016-08-19 12:56:43,382 DEBUG: View 0 : 0.546144121365 +2016-08-19 12:56:43,393 DEBUG: View 1 : 0.647058823529 +2016-08-19 12:56:43,705 DEBUG: View 3 : 0.535642135642 +2016-08-19 12:56:43,810 DEBUG: View 2 : 0.560502172863 +2016-08-19 12:56:44,115 DEBUG: View 4 : 0.558817866769 +2016-08-19 12:56:46,760 DEBUG: Best view : MiRNA__ +2016-08-19 12:56:46,929 DEBUG: Start: Iteration 633 +2016-08-19 12:56:47,228 DEBUG: View 0 : 0.579113924051 +2016-08-19 12:56:47,237 DEBUG: View 1 : 0.438324670132 +2016-08-19 12:56:47,501 DEBUG: View 3 : 0.566200657895 +2016-08-19 12:56:47,601 DEBUG: View 2 : 0.572598516235 +2016-08-19 12:56:47,885 DEBUG: View 4 : 0.57380952381 +2016-08-19 12:56:50,423 DEBUG: Best view : Clinic_ +2016-08-19 12:56:50,613 DEBUG: Start: Iteration 634 +2016-08-19 12:56:50,912 DEBUG: View 0 : 0.506944444444 +2016-08-19 12:56:50,918 DEBUG: View 1 : 0.616014026885 +2016-08-19 12:56:51,187 DEBUG: View 3 : 0.561346153846 +2016-08-19 12:56:51,293 DEBUG: View 2 : 0.552884615385 +2016-08-19 12:56:51,635 DEBUG: View 4 : 0.568181818182 +2016-08-19 12:56:54,225 DEBUG: Best view : MiRNA__ +2016-08-19 12:56:54,405 DEBUG: Start: Iteration 635 +2016-08-19 12:56:54,709 DEBUG: View 0 : 0.582067173131 +2016-08-19 12:56:54,720 DEBUG: View 1 : 0.556677018634 +2016-08-19 12:56:55,013 DEBUG: View 3 : 0.735696202532 +2016-08-19 12:56:55,132 DEBUG: View 2 : 0.555715460526 +2016-08-19 12:56:55,428 DEBUG: View 4 : 0.589915966387 +2016-08-19 12:56:57,961 DEBUG: Best view : Clinic_ +2016-08-19 12:56:58,138 DEBUG: Start: Iteration 636 +2016-08-19 12:56:58,520 DEBUG: View 0 : 0.522222222222 +2016-08-19 12:56:58,526 DEBUG: View 1 : 0.460099612618 +2016-08-19 12:56:58,809 DEBUG: View 3 : 0.499516908213 +2016-08-19 12:56:58,919 DEBUG: View 2 : 0.538914728682 +2016-08-19 12:56:59,215 DEBUG: View 4 : 0.604329004329 +2016-08-19 12:57:01,829 DEBUG: Best view : MRNASeq +2016-08-19 12:57:02,007 DEBUG: Start: Iteration 637 +2016-08-19 12:57:02,366 DEBUG: View 0 : 0.548463356974 +2016-08-19 12:57:02,376 DEBUG: View 1 : 0.642481203008 +2016-08-19 12:57:02,649 DEBUG: View 3 : 0.582911178656 +2016-08-19 12:57:02,788 DEBUG: View 2 : 0.50049980008 +2016-08-19 12:57:03,077 DEBUG: View 4 : 0.569055813258 +2016-08-19 12:57:05,695 DEBUG: Best view : Clinic_ +2016-08-19 12:57:05,868 DEBUG: Start: Iteration 638 +2016-08-19 12:57:06,213 DEBUG: View 0 : 0.637735109718 +2016-08-19 12:57:06,223 DEBUG: View 1 : 0.620105820106 +2016-08-19 12:57:06,488 DEBUG: View 3 : 0.555266955267 +2016-08-19 12:57:06,585 DEBUG: View 2 : 0.571488469602 +2016-08-19 12:57:06,874 DEBUG: View 4 : 0.518744551003 +2016-08-19 12:57:09,458 DEBUG: Best view : Methyl_ +2016-08-19 12:57:09,643 DEBUG: Start: Iteration 639 +2016-08-19 12:57:09,927 DEBUG: View 0 : 0.572598516235 +2016-08-19 12:57:09,940 DEBUG: View 1 : 0.654509545754 +2016-08-19 12:57:10,204 DEBUG: View 3 : 0.534719535783 +2016-08-19 12:57:10,305 DEBUG: View 2 : 0.521100917431 +2016-08-19 12:57:10,590 DEBUG: View 4 : 0.520982142857 +2016-08-19 12:57:13,160 DEBUG: Best view : MiRNA__ +2016-08-19 12:57:13,335 DEBUG: Start: Iteration 640 +2016-08-19 12:57:13,724 DEBUG: View 0 : 0.555266955267 +2016-08-19 12:57:13,732 DEBUG: View 1 : 0.691115831563 +2016-08-19 12:57:14,008 DEBUG: View 3 : 0.539262820513 +2016-08-19 12:57:14,109 DEBUG: View 2 : 0.525735294118 +2016-08-19 12:57:14,414 DEBUG: View 4 : 0.503676470588 +2016-08-19 12:57:17,061 DEBUG: Best view : MiRNA__ +2016-08-19 12:57:17,242 DEBUG: Start: Iteration 641 +2016-08-19 12:57:17,600 DEBUG: View 0 : 0.567832167832 +2016-08-19 12:57:17,614 DEBUG: View 1 : 0.819095477387 +2016-08-19 12:57:17,924 DEBUG: View 3 : 0.61854027681 +2016-08-19 12:57:18,031 DEBUG: View 2 : 0.566511627907 +2016-08-19 12:57:18,321 DEBUG: View 4 : 0.59776645768 +2016-08-19 12:57:21,076 DEBUG: Best view : Clinic_ +2016-08-19 12:57:21,259 DEBUG: Start: Iteration 642 +2016-08-19 12:57:21,553 DEBUG: View 0 : 0.505257332595 +2016-08-19 12:57:21,565 DEBUG: View 1 : 0.652818035427 +2016-08-19 12:57:21,828 DEBUG: View 3 : 0.528625399593 +2016-08-19 12:57:21,929 DEBUG: View 2 : 0.517829153605 +2016-08-19 12:57:22,216 DEBUG: View 4 : 0.550651859005 +2016-08-19 12:57:24,741 DEBUG: Best view : MiRNA__ +2016-08-19 12:57:24,922 DEBUG: Start: Iteration 643 +2016-08-19 12:57:25,280 DEBUG: View 0 : 0.729476446333 +2016-08-19 12:57:25,290 DEBUG: View 1 : 0.676333691371 +2016-08-19 12:57:25,562 DEBUG: View 3 : 0.627551020408 +2016-08-19 12:57:25,698 DEBUG: View 2 : 0.517361111111 +2016-08-19 12:57:25,991 DEBUG: View 4 : 0.581786030062 +2016-08-19 12:57:28,566 DEBUG: Best view : MiRNA__ +2016-08-19 12:57:28,753 DEBUG: Start: Iteration 644 +2016-08-19 12:57:29,112 DEBUG: View 0 : 0.40842217484 +2016-08-19 12:57:29,121 DEBUG: View 1 : 0.445732689211 +2016-08-19 12:57:29,399 DEBUG: View 3 : 0.578029642546 +2016-08-19 12:57:29,509 DEBUG: View 2 : 0.570740740741 +2016-08-19 12:57:29,836 DEBUG: View 4 : 0.634821428571 +2016-08-19 12:57:32,402 DEBUG: Best view : MRNASeq +2016-08-19 12:57:32,576 DEBUG: Start: Iteration 645 +2016-08-19 12:57:32,944 DEBUG: View 0 : 0.593259199817 +2016-08-19 12:57:32,957 DEBUG: View 1 : 0.620105820106 +2016-08-19 12:57:33,260 DEBUG: View 3 : 0.588235294118 +2016-08-19 12:57:33,366 DEBUG: View 2 : 0.493967902601 +2016-08-19 12:57:33,662 DEBUG: View 4 : 0.554267310789 +2016-08-19 12:57:36,222 DEBUG: Best view : Clinic_ +2016-08-19 12:57:36,400 DEBUG: Start: Iteration 646 +2016-08-19 12:57:36,752 DEBUG: View 0 : 0.592084639498 +2016-08-19 12:57:36,767 DEBUG: View 1 : 0.555035128806 +2016-08-19 12:57:37,079 DEBUG: View 3 : 0.741515122046 +2016-08-19 12:57:37,185 DEBUG: View 2 : 0.56210815047 +2016-08-19 12:57:37,477 DEBUG: View 4 : 0.590086792847 +2016-08-19 12:57:40,118 DEBUG: Best view : Clinic_ +2016-08-19 12:57:40,301 DEBUG: Start: Iteration 647 +2016-08-19 12:57:40,592 DEBUG: View 0 : 0.544905356424 +2016-08-19 12:57:40,603 DEBUG: View 1 : 0.456192358366 +2016-08-19 12:57:40,871 DEBUG: View 3 : 0.485294117647 +2016-08-19 12:57:40,973 DEBUG: View 2 : 0.522115384615 +2016-08-19 12:57:41,271 DEBUG: View 4 : 0.54939516129 +2016-08-19 12:57:43,872 DEBUG: Best view : Methyl_ +2016-08-19 12:57:44,056 DEBUG: Start: Iteration 648 +2016-08-19 12:57:44,425 DEBUG: View 0 : 0.49640872747 +2016-08-19 12:57:44,434 DEBUG: View 1 : 0.567758637857 +2016-08-19 12:57:44,723 DEBUG: View 3 : 0.746267076141 +2016-08-19 12:57:44,834 DEBUG: View 2 : 0.575163398693 +2016-08-19 12:57:45,185 DEBUG: View 4 : 0.562968005446 +2016-08-19 12:57:47,774 DEBUG: Best view : Clinic_ +2016-08-19 12:57:47,953 DEBUG: Start: Iteration 649 +2016-08-19 12:57:48,306 DEBUG: View 0 : 0.495571095571 +2016-08-19 12:57:48,317 DEBUG: View 1 : 0.620105820106 +2016-08-19 12:57:48,589 DEBUG: View 3 : 0.595092629089 +2016-08-19 12:57:48,697 DEBUG: View 2 : 0.540058479532 +2016-08-19 12:57:48,984 DEBUG: View 4 : 0.538017879458 +2016-08-19 12:57:51,641 DEBUG: Best view : MiRNA__ +2016-08-19 12:57:51,834 DEBUG: Start: Iteration 650 +2016-08-19 12:57:52,192 DEBUG: View 0 : 0.506272401434 +2016-08-19 12:57:52,204 DEBUG: View 1 : 0.573232323232 +2016-08-19 12:57:52,469 DEBUG: View 3 : 0.518420277041 +2016-08-19 12:57:52,573 DEBUG: View 2 : 0.549579831933 +2016-08-19 12:57:52,860 DEBUG: View 4 : 0.608046558704 +2016-08-19 12:57:55,524 DEBUG: Best view : MRNASeq +2016-08-19 12:57:55,699 DEBUG: Start: Iteration 651 +2016-08-19 12:57:55,985 DEBUG: View 0 : 0.422207792208 +2016-08-19 12:57:55,995 DEBUG: View 1 : 0.550089011167 +2016-08-19 12:57:56,261 DEBUG: View 3 : 0.574572393507 +2016-08-19 12:57:56,359 DEBUG: View 2 : 0.520811304431 +2016-08-19 12:57:56,652 DEBUG: View 4 : 0.620192307692 +2016-08-19 12:57:59,293 DEBUG: Best view : MRNASeq +2016-08-19 12:57:59,470 DEBUG: Start: Iteration 652 +2016-08-19 12:57:59,820 DEBUG: View 0 : 0.553883732291 +2016-08-19 12:57:59,832 DEBUG: View 1 : 0.559845559846 +2016-08-19 12:58:00,112 DEBUG: View 3 : 0.67458328794 +2016-08-19 12:58:00,221 DEBUG: View 2 : 0.467868338558 +2016-08-19 12:58:00,522 DEBUG: View 4 : 0.514705882353 +2016-08-19 12:58:03,133 DEBUG: Best view : Clinic_ +2016-08-19 12:58:03,331 DEBUG: Start: Iteration 653 +2016-08-19 12:58:03,698 DEBUG: View 0 : 0.514935064935 +2016-08-19 12:58:03,708 DEBUG: View 1 : 0.360650973554 +2016-08-19 12:58:03,974 DEBUG: View 3 : 0.514020517831 +2016-08-19 12:58:04,077 DEBUG: View 2 : 0.514935064935 +2016-08-19 12:58:04,377 DEBUG: View 4 : 0.582137161085 +2016-08-19 12:58:06,952 DEBUG: Best view : MRNASeq +2016-08-19 12:58:07,130 DEBUG: Start: Iteration 654 +2016-08-19 12:58:07,414 DEBUG: View 0 : 0.45060483871 +2016-08-19 12:58:07,426 DEBUG: View 1 : 0.637626262626 +2016-08-19 12:58:07,690 DEBUG: View 3 : 0.516976998905 +2016-08-19 12:58:07,792 DEBUG: View 2 : 0.499713401353 +2016-08-19 12:58:08,075 DEBUG: View 4 : 0.556712962963 +2016-08-19 12:58:10,778 DEBUG: Best view : MiRNA__ +2016-08-19 12:58:11,008 DEBUG: Start: Iteration 655 +2016-08-19 12:58:11,332 DEBUG: View 0 : 0.520833333333 +2016-08-19 12:58:11,345 DEBUG: View 1 : 0.748368382886 +2016-08-19 12:58:11,650 DEBUG: View 3 : 0.497983870968 +2016-08-19 12:58:11,796 DEBUG: View 2 : 0.503676470588 +2016-08-19 12:58:12,097 DEBUG: View 4 : 0.567789968652 +2016-08-19 12:58:14,797 DEBUG: Best view : MiRNA__ +2016-08-19 12:58:14,980 DEBUG: Start: Iteration 656 +2016-08-19 12:58:15,334 DEBUG: View 0 : 0.72634032634 +2016-08-19 12:58:15,347 DEBUG: View 1 : 0.687551139684 +2016-08-19 12:58:15,613 DEBUG: View 3 : 0.54296131896 +2016-08-19 12:58:15,716 DEBUG: View 2 : 0.523214285714 +2016-08-19 12:58:15,997 DEBUG: View 4 : 0.57778248438 +2016-08-19 12:58:18,537 DEBUG: Best view : Methyl_ +2016-08-19 12:58:18,713 DEBUG: Start: Iteration 657 +2016-08-19 12:58:19,056 DEBUG: View 0 : 0.506272401434 +2016-08-19 12:58:19,067 DEBUG: View 1 : 0.689068100358 +2016-08-19 12:58:19,338 DEBUG: View 3 : 0.556677018634 +2016-08-19 12:58:19,476 DEBUG: View 2 : 0.517164179104 +2016-08-19 12:58:19,761 DEBUG: View 4 : 0.532367149758 +2016-08-19 12:58:22,417 DEBUG: Best view : MiRNA__ +2016-08-19 12:58:22,598 DEBUG: Start: Iteration 658 +2016-08-19 12:58:22,893 DEBUG: View 0 : 0.449000454339 +2016-08-19 12:58:22,904 DEBUG: View 1 : 0.661764705882 +2016-08-19 12:58:23,178 DEBUG: View 3 : 0.627998373763 +2016-08-19 12:58:23,282 DEBUG: View 2 : 0.519327731092 +2016-08-19 12:58:23,608 DEBUG: View 4 : 0.571765399352 +2016-08-19 12:58:26,139 DEBUG: Best view : Clinic_ +2016-08-19 12:58:26,323 DEBUG: Start: Iteration 659 +2016-08-19 12:58:26,616 DEBUG: View 0 : 0.77440849831 +2016-08-19 12:58:26,626 DEBUG: View 1 : 0.582887700535 +2016-08-19 12:58:26,906 DEBUG: View 3 : 0.690153568202 +2016-08-19 12:58:27,009 DEBUG: View 2 : 0.541035353535 +2016-08-19 12:58:27,352 DEBUG: View 4 : 0.523986321446 +2016-08-19 12:58:30,124 DEBUG: Best view : Methyl_ +2016-08-19 12:58:30,302 DEBUG: Start: Iteration 660 +2016-08-19 12:58:30,646 DEBUG: View 0 : 0.423466200175 +2016-08-19 12:58:30,657 DEBUG: View 1 : 0.65878636017 +2016-08-19 12:58:30,929 DEBUG: View 3 : 0.546144121365 +2016-08-19 12:58:31,029 DEBUG: View 2 : 0.531087564974 +2016-08-19 12:58:31,331 DEBUG: View 4 : 0.567857142857 +2016-08-19 12:58:33,920 DEBUG: Best view : MiRNA__ +2016-08-19 12:58:34,096 DEBUG: Start: Iteration 661 +2016-08-19 12:58:34,448 DEBUG: View 0 : 0.550999545661 +2016-08-19 12:58:34,460 DEBUG: View 1 : 0.647058823529 +2016-08-19 12:58:34,731 DEBUG: View 3 : 0.502976190476 +2016-08-19 12:58:34,837 DEBUG: View 2 : 0.523774224293 +2016-08-19 12:58:35,197 DEBUG: View 4 : 0.499516908213 +2016-08-19 12:58:37,824 DEBUG: Best view : MiRNA__ +2016-08-19 12:58:38,002 DEBUG: Start: Iteration 662 +2016-08-19 12:58:38,346 DEBUG: View 0 : 0.567934782609 +2016-08-19 12:58:38,358 DEBUG: View 1 : 0.601899287767 +2016-08-19 12:58:38,620 DEBUG: View 3 : 0.52567684748 +2016-08-19 12:58:38,721 DEBUG: View 2 : 0.571765399352 +2016-08-19 12:58:39,009 DEBUG: View 4 : 0.474561499074 +2016-08-19 12:58:41,623 DEBUG: Best view : MiRNA__ +2016-08-19 12:58:41,801 DEBUG: Start: Iteration 663 +2016-08-19 12:58:42,151 DEBUG: View 0 : 0.494318181818 +2016-08-19 12:58:42,163 DEBUG: View 1 : 0.604022346369 +2016-08-19 12:58:42,426 DEBUG: View 3 : 0.584283342557 +2016-08-19 12:58:42,529 DEBUG: View 2 : 0.582067173131 +2016-08-19 12:58:42,822 DEBUG: View 4 : 0.539372352715 +2016-08-19 12:58:45,398 DEBUG: Best view : Clinic_ +2016-08-19 12:58:45,576 DEBUG: Start: Iteration 664 +2016-08-19 12:58:45,934 DEBUG: View 0 : 0.547794117647 +2016-08-19 12:58:45,944 DEBUG: View 1 : 0.480567616224 +2016-08-19 12:58:46,207 DEBUG: View 3 : 0.551388888889 +2016-08-19 12:58:46,307 DEBUG: View 2 : 0.512202531646 +2016-08-19 12:58:46,596 DEBUG: View 4 : 0.525427964513 +2016-08-19 12:58:49,180 DEBUG: Best view : Clinic_ +2016-08-19 12:58:49,364 DEBUG: Start: Iteration 665 +2016-08-19 12:58:49,717 DEBUG: View 0 : 0.467648704084 +2016-08-19 12:58:49,730 DEBUG: View 1 : 0.819095477387 +2016-08-19 12:58:49,991 DEBUG: View 3 : 0.483660130719 +2016-08-19 12:58:50,093 DEBUG: View 2 : 0.515972222222 +2016-08-19 12:58:50,385 DEBUG: View 4 : 0.484528971226 +2016-08-19 12:58:52,978 DEBUG: Best view : MiRNA__ +2016-08-19 12:58:53,158 DEBUG: Start: Iteration 666 +2016-08-19 12:58:53,494 DEBUG: View 0 : 0.637626262626 +2016-08-19 12:58:53,505 DEBUG: View 1 : 0.646766169154 +2016-08-19 12:58:53,776 DEBUG: View 3 : 0.572887289701 +2016-08-19 12:58:53,907 DEBUG: View 2 : 0.509803921569 +2016-08-19 12:58:54,198 DEBUG: View 4 : 0.521417069243 +2016-08-19 12:58:56,758 DEBUG: Best view : Methyl_ +2016-08-19 12:58:56,936 DEBUG: Start: Iteration 667 +2016-08-19 12:58:57,224 DEBUG: View 0 : 0.566517857143 +2016-08-19 12:58:57,237 DEBUG: View 1 : 0.500209643606 +2016-08-19 12:58:57,499 DEBUG: View 3 : 0.50541978715 +2016-08-19 12:58:57,599 DEBUG: View 2 : 0.503805761634 +2016-08-19 12:58:57,885 DEBUG: View 4 : 0.603771760155 +2016-08-19 12:59:00,561 DEBUG: Best view : MRNASeq +2016-08-19 12:59:00,759 DEBUG: Start: Iteration 668 +2016-08-19 12:59:01,074 DEBUG: View 0 : 0.467262569832 +2016-08-19 12:59:01,085 DEBUG: View 1 : 0.496732026144 +2016-08-19 12:59:01,358 DEBUG: View 3 : 0.570106907895 +2016-08-19 12:59:01,462 DEBUG: View 2 : 0.571428571429 +2016-08-19 12:59:01,756 DEBUG: View 4 : 0.541703507221 +2016-08-19 12:59:04,522 DEBUG: Best view : RNASeq_ +2016-08-19 12:59:04,703 DEBUG: Start: Iteration 669 +2016-08-19 12:59:05,051 DEBUG: View 0 : 0.637626262626 +2016-08-19 12:59:05,065 DEBUG: View 1 : 0.648358585859 +2016-08-19 12:59:05,341 DEBUG: View 3 : 0.537037037037 +2016-08-19 12:59:05,442 DEBUG: View 2 : 0.582067173131 +2016-08-19 12:59:05,809 DEBUG: View 4 : 0.561675329868 +2016-08-19 12:59:08,507 DEBUG: Best view : MiRNA__ +2016-08-19 12:59:08,691 DEBUG: Start: Iteration 670 +2016-08-19 12:59:09,053 DEBUG: View 0 : 0.42737854251 +2016-08-19 12:59:09,067 DEBUG: View 1 : 0.343344155844 +2016-08-19 12:59:09,376 DEBUG: View 3 : 0.575901974132 +2016-08-19 12:59:09,492 DEBUG: View 2 : 0.542976939203 +2016-08-19 12:59:09,780 DEBUG: View 4 : 0.582586644125 +2016-08-19 12:59:12,489 DEBUG: Best view : MRNASeq +2016-08-19 12:59:12,673 DEBUG: Start: Iteration 671 +2016-08-19 12:59:12,953 DEBUG: View 0 : 0.484123106986 +2016-08-19 12:59:12,964 DEBUG: View 1 : 0.820075757576 +2016-08-19 12:59:13,227 DEBUG: View 3 : 0.589285714286 +2016-08-19 12:59:13,328 DEBUG: View 2 : 0.561525743977 +2016-08-19 12:59:13,637 DEBUG: View 4 : 0.645368846327 +2016-08-19 12:59:16,279 DEBUG: Best view : MiRNA__ +2016-08-19 12:59:16,459 DEBUG: Start: Iteration 672 +2016-08-19 12:59:16,816 DEBUG: View 0 : 0.765963736697 +2016-08-19 12:59:16,829 DEBUG: View 1 : 0.448611111111 +2016-08-19 12:59:17,133 DEBUG: View 3 : 0.522875816993 +2016-08-19 12:59:17,258 DEBUG: View 2 : 0.588095238095 +2016-08-19 12:59:17,561 DEBUG: View 4 : 0.53168287651 +2016-08-19 12:59:20,274 DEBUG: Best view : Methyl_ +2016-08-19 12:59:20,454 DEBUG: Start: Iteration 673 +2016-08-19 12:59:20,826 DEBUG: View 0 : 0.53168287651 +2016-08-19 12:59:20,837 DEBUG: View 1 : 0.628826530612 +2016-08-19 12:59:21,145 DEBUG: View 3 : 0.537813479624 +2016-08-19 12:59:21,267 DEBUG: View 2 : 0.567789968652 +2016-08-19 12:59:21,581 DEBUG: View 4 : 0.554448742747 +2016-08-19 12:59:24,355 DEBUG: Best view : MiRNA__ +2016-08-19 12:59:24,584 DEBUG: Start: Iteration 674 +2016-08-19 12:59:24,894 DEBUG: View 0 : 0.466783216783 +2016-08-19 12:59:24,908 DEBUG: View 1 : 0.665451320457 +2016-08-19 12:59:25,176 DEBUG: View 3 : 0.615031982942 +2016-08-19 12:59:25,279 DEBUG: View 2 : 0.514705882353 +2016-08-19 12:59:25,582 DEBUG: View 4 : 0.543317230274 +2016-08-19 12:59:28,623 DEBUG: Best view : MiRNA__ +2016-08-19 12:59:28,834 DEBUG: Start: Iteration 675 +2016-08-19 12:59:29,237 DEBUG: View 0 : 0.49367816092 +2016-08-19 12:59:29,248 DEBUG: View 1 : 0.530123107092 +2016-08-19 12:59:29,521 DEBUG: View 3 : 0.684879886952 +2016-08-19 12:59:29,624 DEBUG: View 2 : 0.557797805643 +2016-08-19 12:59:29,915 DEBUG: View 4 : 0.526556776557 +2016-08-19 12:59:32,540 DEBUG: Best view : Clinic_ +2016-08-19 12:59:32,722 DEBUG: Start: Iteration 676 +2016-08-19 12:59:33,005 DEBUG: View 0 : 0.566596536656 +2016-08-19 12:59:33,018 DEBUG: View 1 : 0.494451490171 +2016-08-19 12:59:33,282 DEBUG: View 3 : 0.712148962149 +2016-08-19 12:59:33,383 DEBUG: View 2 : 0.538912579957 +2016-08-19 12:59:33,669 DEBUG: View 4 : 0.54296131896 +2016-08-19 12:59:36,297 DEBUG: Best view : Clinic_ +2016-08-19 12:59:36,477 DEBUG: Start: Iteration 677 +2016-08-19 12:59:36,820 DEBUG: View 0 : 0.452380952381 +2016-08-19 12:59:36,830 DEBUG: View 1 : 0.679144385027 +2016-08-19 12:59:37,093 DEBUG: View 3 : 0.563194444444 +2016-08-19 12:59:37,193 DEBUG: View 2 : 0.535079795242 +2016-08-19 12:59:37,481 DEBUG: View 4 : 0.639473684211 +2016-08-19 12:59:40,042 DEBUG: Best view : MRNASeq +2016-08-19 12:59:40,225 DEBUG: Start: Iteration 678 +2016-08-19 12:59:40,580 DEBUG: View 0 : 0.420731707317 +2016-08-19 12:59:40,590 DEBUG: View 1 : 0.708333333333 +2016-08-19 12:59:40,852 DEBUG: View 3 : 0.493967902601 +2016-08-19 12:59:40,955 DEBUG: View 2 : 0.609073359073 +2016-08-19 12:59:41,244 DEBUG: View 4 : 0.563849535906 +2016-08-19 12:59:44,138 DEBUG: Best view : MiRNA__ +2016-08-19 12:59:44,322 DEBUG: Start: Iteration 679 +2016-08-19 12:59:44,671 DEBUG: View 0 : 0.587360105332 +2016-08-19 12:59:44,682 DEBUG: View 1 : 0.498214285714 +2016-08-19 12:59:44,959 DEBUG: View 3 : 0.538051948052 +2016-08-19 12:59:45,082 DEBUG: View 2 : 0.620993589744 +2016-08-19 12:59:45,374 DEBUG: View 4 : 0.597791339727 +2016-08-19 12:59:48,039 DEBUG: Best view : RNASeq_ +2016-08-19 12:59:48,222 DEBUG: Start: Iteration 680 +2016-08-19 12:59:48,578 DEBUG: View 0 : 0.466783216783 +2016-08-19 12:59:48,591 DEBUG: View 1 : 0.591806660772 +2016-08-19 12:59:48,854 DEBUG: View 3 : 0.598611111111 +2016-08-19 12:59:48,959 DEBUG: View 2 : 0.528625399593 +2016-08-19 12:59:49,292 DEBUG: View 4 : 0.53168287651 +2016-08-19 12:59:52,134 DEBUG: Best view : Clinic_ +2016-08-19 12:59:52,324 DEBUG: Start: Iteration 681 +2016-08-19 12:59:52,708 DEBUG: View 0 : 0.493710021322 +2016-08-19 12:59:52,720 DEBUG: View 1 : 0.513332090248 +2016-08-19 12:59:53,028 DEBUG: View 3 : 0.630314676916 +2016-08-19 12:59:53,142 DEBUG: View 2 : 0.553793206644 +2016-08-19 12:59:53,452 DEBUG: View 4 : 0.545377528328 +2016-08-19 12:59:56,127 DEBUG: Best view : Clinic_ +2016-08-19 12:59:56,311 DEBUG: Start: Iteration 682 +2016-08-19 12:59:56,615 DEBUG: View 0 : 0.540744229863 +2016-08-19 12:59:56,627 DEBUG: View 1 : 0.609055080265 +2016-08-19 12:59:56,909 DEBUG: View 3 : 0.566774078052 +2016-08-19 12:59:57,043 DEBUG: View 2 : 0.554600787683 +2016-08-19 12:59:57,347 DEBUG: View 4 : 0.568070818071 +2016-08-19 13:00:00,117 DEBUG: Best view : MiRNA__ +2016-08-19 13:00:00,305 DEBUG: Start: Iteration 683 +2016-08-19 13:00:00,601 DEBUG: View 0 : 0.549191374663 +2016-08-19 13:00:00,612 DEBUG: View 1 : 0.530853761623 +2016-08-19 13:00:00,899 DEBUG: View 3 : 0.479108356657 +2016-08-19 13:00:01,023 DEBUG: View 2 : 0.480458221024 +2016-08-19 13:00:01,331 DEBUG: View 4 : 0.504366154773 +2016-08-19 13:00:04,033 DEBUG: Best view : MiRNA__ +2016-08-19 13:00:04,228 DEBUG: Start: Iteration 684 +2016-08-19 13:00:04,598 DEBUG: View 0 : 0.50568711542 +2016-08-19 13:00:04,609 DEBUG: View 1 : 0.674401740392 +2016-08-19 13:00:04,878 DEBUG: View 3 : 0.539125622579 +2016-08-19 13:00:04,979 DEBUG: View 2 : 0.540421032395 +2016-08-19 13:00:05,277 DEBUG: View 4 : 0.539473684211 +2016-08-19 13:00:07,980 DEBUG: Best view : MiRNA__ +2016-08-19 13:00:08,163 DEBUG: Start: Iteration 685 +2016-08-19 13:00:08,452 DEBUG: View 0 : 0.554675324675 +2016-08-19 13:00:08,462 DEBUG: View 1 : 0.652818035427 +2016-08-19 13:00:08,726 DEBUG: View 3 : 0.488566827697 +2016-08-19 13:00:08,829 DEBUG: View 2 : 0.602941176471 +2016-08-19 13:00:09,116 DEBUG: View 4 : 0.50129900803 +2016-08-19 13:00:11,905 DEBUG: Best view : MiRNA__ +2016-08-19 13:00:12,095 DEBUG: Start: Iteration 686 +2016-08-19 13:00:12,385 DEBUG: View 0 : 0.517263025738 +2016-08-19 13:00:12,397 DEBUG: View 1 : 0.551388888889 +2016-08-19 13:00:12,662 DEBUG: View 3 : 0.496605517839 +2016-08-19 13:00:12,763 DEBUG: View 2 : 0.56369047619 +2016-08-19 13:00:13,050 DEBUG: View 4 : 0.588827838828 +2016-08-19 13:00:15,714 DEBUG: Best view : MRNASeq +2016-08-19 13:00:15,900 DEBUG: Start: Iteration 687 +2016-08-19 13:00:16,257 DEBUG: View 0 : 0.610416666667 +2016-08-19 13:00:16,274 DEBUG: View 1 : 0.453188259109 +2016-08-19 13:00:16,547 DEBUG: View 3 : 0.607371794872 +2016-08-19 13:00:16,650 DEBUG: View 2 : 0.56 +2016-08-19 13:00:16,950 DEBUG: View 4 : 0.515471028774 +2016-08-19 13:00:19,753 DEBUG: Best view : Clinic_ +2016-08-19 13:00:19,954 DEBUG: Start: Iteration 688 +2016-08-19 13:00:20,312 DEBUG: View 0 : 0.467648704084 +2016-08-19 13:00:20,322 DEBUG: View 1 : 0.548572623654 +2016-08-19 13:00:20,588 DEBUG: View 3 : 0.590524193548 +2016-08-19 13:00:20,689 DEBUG: View 2 : 0.494128274616 +2016-08-19 13:00:21,029 DEBUG: View 4 : 0.544584139265 +2016-08-19 13:00:23,964 DEBUG: Best view : Clinic_ +2016-08-19 13:00:24,148 DEBUG: Start: Iteration 689 +2016-08-19 13:00:24,438 DEBUG: View 0 : 0.50568711542 +2016-08-19 13:00:24,450 DEBUG: View 1 : 0.657589285714 +2016-08-19 13:00:24,716 DEBUG: View 3 : 0.715192965315 +2016-08-19 13:00:24,818 DEBUG: View 2 : 0.530617408907 +2016-08-19 13:00:25,115 DEBUG: View 4 : 0.573815339521 +2016-08-19 13:00:27,876 DEBUG: Best view : Clinic_ +2016-08-19 13:00:28,058 DEBUG: Start: Iteration 690 +2016-08-19 13:00:28,342 DEBUG: View 0 : 0.752040175769 +2016-08-19 13:00:28,354 DEBUG: View 1 : 0.60263653484 +2016-08-19 13:00:28,619 DEBUG: View 3 : 0.698791629826 +2016-08-19 13:00:28,725 DEBUG: View 2 : 0.558267945365 +2016-08-19 13:00:29,008 DEBUG: View 4 : 0.55567599527 +2016-08-19 13:00:31,697 DEBUG: Best view : Methyl_ +2016-08-19 13:00:31,883 DEBUG: Start: Iteration 691 +2016-08-19 13:00:32,183 DEBUG: View 0 : 0.458803747298 +2016-08-19 13:00:32,197 DEBUG: View 1 : 0.693653846154 +2016-08-19 13:00:32,469 DEBUG: View 3 : 0.609017713366 +2016-08-19 13:00:32,575 DEBUG: View 2 : 0.559677419355 +2016-08-19 13:00:32,859 DEBUG: View 4 : 0.55 +2016-08-19 13:00:35,688 DEBUG: Best view : MiRNA__ +2016-08-19 13:00:35,874 DEBUG: Start: Iteration 692 +2016-08-19 13:00:36,177 DEBUG: View 0 : 0.552884615385 +2016-08-19 13:00:36,187 DEBUG: View 1 : 0.728042328042 +2016-08-19 13:00:36,452 DEBUG: View 3 : 0.500096264921 +2016-08-19 13:00:36,557 DEBUG: View 2 : 0.564856883235 +2016-08-19 13:00:36,847 DEBUG: View 4 : 0.537435049598 +2016-08-19 13:00:39,510 DEBUG: Best view : MiRNA__ +2016-08-19 13:00:39,696 DEBUG: Start: Iteration 693 +2016-08-19 13:00:39,982 DEBUG: View 0 : 0.543725526757 +2016-08-19 13:00:39,995 DEBUG: View 1 : 0.688865019692 +2016-08-19 13:00:40,259 DEBUG: View 3 : 0.546486300585 +2016-08-19 13:00:40,362 DEBUG: View 2 : 0.519570707071 +2016-08-19 13:00:40,654 DEBUG: View 4 : 0.549480396788 +2016-08-19 13:00:43,323 DEBUG: Best view : MiRNA__ +2016-08-19 13:00:43,509 DEBUG: Start: Iteration 694 +2016-08-19 13:00:43,858 DEBUG: View 0 : 0.604022346369 +2016-08-19 13:00:43,869 DEBUG: View 1 : 0.437229020137 +2016-08-19 13:00:44,134 DEBUG: View 3 : 0.583928571429 +2016-08-19 13:00:44,235 DEBUG: View 2 : 0.581293157564 +2016-08-19 13:00:44,520 DEBUG: View 4 : 0.551479408237 +2016-08-19 13:00:47,150 DEBUG: Best view : RNASeq_ +2016-08-19 13:00:47,344 DEBUG: Start: Iteration 695 +2016-08-19 13:00:47,642 DEBUG: View 0 : 0.455608718767 +2016-08-19 13:00:47,653 DEBUG: View 1 : 0.668172237278 +2016-08-19 13:00:47,936 DEBUG: View 3 : 0.636029411765 +2016-08-19 13:00:48,039 DEBUG: View 2 : 0.547313797314 +2016-08-19 13:00:48,335 DEBUG: View 4 : 0.581786030062 +2016-08-19 13:00:51,075 DEBUG: Best view : MiRNA__ +2016-08-19 13:00:51,260 DEBUG: Start: Iteration 696 +2016-08-19 13:00:51,546 DEBUG: View 0 : 0.431692353733 +2016-08-19 13:00:51,558 DEBUG: View 1 : 0.674401740392 +2016-08-19 13:00:51,821 DEBUG: View 3 : 0.555539505995 +2016-08-19 13:00:51,922 DEBUG: View 2 : 0.588071293438 +2016-08-19 13:00:52,210 DEBUG: View 4 : 0.530099954566 +2016-08-19 13:00:54,895 DEBUG: Best view : RNASeq_ +2016-08-19 13:00:55,087 DEBUG: Start: Iteration 697 +2016-08-19 13:00:55,433 DEBUG: View 0 : 0.544905356424 +2016-08-19 13:00:55,445 DEBUG: View 1 : 0.565789473684 +2016-08-19 13:00:55,707 DEBUG: View 3 : 0.585637518319 +2016-08-19 13:00:55,809 DEBUG: View 2 : 0.540329469189 +2016-08-19 13:00:56,095 DEBUG: View 4 : 0.503805761634 +2016-08-19 13:00:58,736 DEBUG: Best view : Methyl_ +2016-08-19 13:00:58,922 DEBUG: Start: Iteration 698 +2016-08-19 13:00:59,222 DEBUG: View 0 : 0.587360105332 +2016-08-19 13:00:59,231 DEBUG: View 1 : 0.684606481481 +2016-08-19 13:00:59,502 DEBUG: View 3 : 0.582409381663 +2016-08-19 13:00:59,611 DEBUG: View 2 : 0.545624753646 +2016-08-19 13:00:59,899 DEBUG: View 4 : 0.5569828722 +2016-08-19 13:01:02,597 DEBUG: Best view : MiRNA__ +2016-08-19 13:01:02,783 DEBUG: Start: Iteration 699 +2016-08-19 13:01:03,068 DEBUG: View 0 : 0.420619235837 +2016-08-19 13:01:03,080 DEBUG: View 1 : 0.581477832512 +2016-08-19 13:01:03,343 DEBUG: View 3 : 0.5569828722 +2016-08-19 13:01:03,445 DEBUG: View 2 : 0.534584980237 +2016-08-19 13:01:03,728 DEBUG: View 4 : 0.550225896376 +2016-08-19 13:01:06,524 DEBUG: Best view : Clinic_ +2016-08-19 13:01:06,710 DEBUG: Start: Iteration 700 +2016-08-19 13:01:07,071 DEBUG: View 0 : 0.431692353733 +2016-08-19 13:01:07,083 DEBUG: View 1 : 0.734722222222 +2016-08-19 13:01:07,354 DEBUG: View 3 : 0.570740740741 +2016-08-19 13:01:07,480 DEBUG: View 2 : 0.510617760618 +2016-08-19 13:01:07,763 DEBUG: View 4 : 0.543189873418 +2016-08-19 13:01:10,447 DEBUG: Best view : MiRNA__ +2016-08-19 13:01:10,639 DEBUG: Start: Iteration 701 +2016-08-19 13:01:10,923 DEBUG: View 0 : 0.539372352715 +2016-08-19 13:01:10,937 DEBUG: View 1 : 0.600435097897 +2016-08-19 13:01:11,202 DEBUG: View 3 : 0.622850859656 +2016-08-19 13:01:11,306 DEBUG: View 2 : 0.49837901562 +2016-08-19 13:01:11,592 DEBUG: View 4 : 0.519734308818 +2016-08-19 13:01:14,291 DEBUG: Best view : Clinic_ +2016-08-19 13:01:14,479 DEBUG: Start: Iteration 702 +2016-08-19 13:01:14,817 DEBUG: View 0 : 0.498397435897 +2016-08-19 13:01:14,828 DEBUG: View 1 : 0.623979912116 +2016-08-19 13:01:15,104 DEBUG: View 3 : 0.585616438356 +2016-08-19 13:01:15,230 DEBUG: View 2 : 0.561918396564 +2016-08-19 13:01:15,516 DEBUG: View 4 : 0.528038379531 +2016-08-19 13:01:18,249 DEBUG: Best view : Clinic_ +2016-08-19 13:01:18,445 DEBUG: Start: Iteration 703 +2016-08-19 13:01:18,734 DEBUG: View 0 : 0.474477729602 +2016-08-19 13:01:18,745 DEBUG: View 1 : 0.685475708502 +2016-08-19 13:01:19,011 DEBUG: View 3 : 0.562481962482 +2016-08-19 13:01:19,114 DEBUG: View 2 : 0.500292397661 +2016-08-19 13:01:19,422 DEBUG: View 4 : 0.523214285714 +2016-08-19 13:01:22,167 DEBUG: Best view : MiRNA__ +2016-08-19 13:01:22,356 DEBUG: Start: Iteration 704 +2016-08-19 13:01:22,660 DEBUG: View 0 : 0.552272727273 +2016-08-19 13:01:22,670 DEBUG: View 1 : 0.678370611021 +2016-08-19 13:01:22,971 DEBUG: View 3 : 0.620989092449 +2016-08-19 13:01:23,073 DEBUG: View 2 : 0.585684715111 +2016-08-19 13:01:23,370 DEBUG: View 4 : 0.48658008658 +2016-08-19 13:01:26,156 DEBUG: Best view : MiRNA__ +2016-08-19 13:01:26,357 DEBUG: Start: Iteration 705 +2016-08-19 13:01:26,662 DEBUG: View 0 : 0.554267310789 +2016-08-19 13:01:26,676 DEBUG: View 1 : 0.661202185792 +2016-08-19 13:01:26,970 DEBUG: View 3 : 0.563194444444 +2016-08-19 13:01:27,081 DEBUG: View 2 : 0.550918405598 +2016-08-19 13:01:27,399 DEBUG: View 4 : 0.51499032882 +2016-08-19 13:01:30,254 DEBUG: Best view : MiRNA__ +2016-08-19 13:01:30,447 DEBUG: Start: Iteration 706 +2016-08-19 13:01:30,743 DEBUG: View 0 : 0.42737854251 +2016-08-19 13:01:30,756 DEBUG: View 1 : 0.647058823529 +2016-08-19 13:01:31,067 DEBUG: View 3 : 0.692166344294 +2016-08-19 13:01:31,197 DEBUG: View 2 : 0.57753688648 +2016-08-19 13:01:31,485 DEBUG: View 4 : 0.495261121857 +2016-08-19 13:01:34,229 DEBUG: Best view : Clinic_ +2016-08-19 13:01:34,439 DEBUG: Start: Iteration 707 +2016-08-19 13:01:34,798 DEBUG: View 0 : 0.572612003381 +2016-08-19 13:01:34,809 DEBUG: View 1 : 0.599903428296 +2016-08-19 13:01:35,075 DEBUG: View 3 : 0.561346153846 +2016-08-19 13:01:35,175 DEBUG: View 2 : 0.500840336134 +2016-08-19 13:01:35,462 DEBUG: View 4 : 0.514935064935 +2016-08-19 13:01:38,168 DEBUG: Best view : MiRNA__ +2016-08-19 13:01:38,355 DEBUG: Start: Iteration 708 +2016-08-19 13:01:38,699 DEBUG: View 0 : 0.788167388167 +2016-08-19 13:01:38,711 DEBUG: View 1 : 0.557692307692 +2016-08-19 13:01:38,988 DEBUG: View 3 : 0.699473991818 +2016-08-19 13:01:39,100 DEBUG: View 2 : 0.479188695569 +2016-08-19 13:01:39,429 DEBUG: View 4 : 0.519570707071 +2016-08-19 13:01:42,215 DEBUG: Best view : Methyl_ +2016-08-19 13:01:42,419 DEBUG: Start: Iteration 709 +2016-08-19 13:01:42,706 DEBUG: View 0 : 0.619005847953 +2016-08-19 13:01:42,717 DEBUG: View 1 : 0.582139172303 +2016-08-19 13:01:42,983 DEBUG: View 3 : 0.556346153846 +2016-08-19 13:01:43,087 DEBUG: View 2 : 0.595141700405 +2016-08-19 13:01:43,374 DEBUG: View 4 : 0.505257332595 +2016-08-19 13:01:46,179 DEBUG: Best view : RNASeq_ +2016-08-19 13:01:46,406 DEBUG: Start: Iteration 710 +2016-08-19 13:01:46,780 DEBUG: View 0 : 0.587360105332 +2016-08-19 13:01:46,790 DEBUG: View 1 : 0.748368382886 +2016-08-19 13:01:47,082 DEBUG: View 3 : 0.661764705882 +2016-08-19 13:01:47,228 DEBUG: View 2 : 0.520210664911 +2016-08-19 13:01:47,519 DEBUG: View 4 : 0.545377528328 +2016-08-19 13:01:50,324 DEBUG: Best view : Clinic_ +2016-08-19 13:01:50,522 DEBUG: Start: Iteration 711 +2016-08-19 13:01:50,880 DEBUG: View 0 : 0.528181818182 +2016-08-19 13:01:50,888 DEBUG: View 1 : 0.653645833333 +2016-08-19 13:01:51,163 DEBUG: View 3 : 0.741515122046 +2016-08-19 13:01:51,269 DEBUG: View 2 : 0.573815339521 +2016-08-19 13:01:51,590 DEBUG: View 4 : 0.52582972583 +2016-08-19 13:01:54,487 DEBUG: Best view : Clinic_ +2016-08-19 13:01:54,682 DEBUG: Start: Iteration 712 +2016-08-19 13:01:55,036 DEBUG: View 0 : 0.559788359788 +2016-08-19 13:01:55,043 DEBUG: View 1 : 0.490234175274 +2016-08-19 13:01:55,306 DEBUG: View 3 : 0.501400289715 +2016-08-19 13:01:55,407 DEBUG: View 2 : 0.545060306275 +2016-08-19 13:01:55,711 DEBUG: View 4 : 0.449000454339 +2016-08-19 13:01:58,577 DEBUG: Best view : RNASeq_ +2016-08-19 13:01:58,773 DEBUG: Start: Iteration 713 +2016-08-19 13:01:59,127 DEBUG: View 0 : 0.551370501585 +2016-08-19 13:01:59,138 DEBUG: View 1 : 0.582887700535 +2016-08-19 13:01:59,409 DEBUG: View 3 : 0.538912579957 +2016-08-19 13:01:59,512 DEBUG: View 2 : 0.576388888889 +2016-08-19 13:01:59,796 DEBUG: View 4 : 0.524706321089 +2016-08-19 13:02:02,755 DEBUG: Best view : RNASeq_ +2016-08-19 13:02:02,945 DEBUG: Start: Iteration 714 +2016-08-19 13:02:03,234 DEBUG: View 0 : 0.549480396788 +2016-08-19 13:02:03,246 DEBUG: View 1 : 0.632751228694 +2016-08-19 13:02:03,510 DEBUG: View 3 : 0.561675329868 +2016-08-19 13:02:03,612 DEBUG: View 2 : 0.515471028774 +2016-08-19 13:02:03,919 DEBUG: View 4 : 0.485042735043 +2016-08-19 13:02:06,891 DEBUG: Best view : MiRNA__ +2016-08-19 13:02:07,121 DEBUG: Start: Iteration 715 +2016-08-19 13:02:07,483 DEBUG: View 0 : 0.508005386802 +2016-08-19 13:02:07,495 DEBUG: View 1 : 0.561881188119 +2016-08-19 13:02:07,763 DEBUG: View 3 : 0.610187440432 +2016-08-19 13:02:07,866 DEBUG: View 2 : 0.589285714286 +2016-08-19 13:02:08,150 DEBUG: View 4 : 0.51164161509 +2016-08-19 13:02:11,050 DEBUG: Best view : Clinic_ +2016-08-19 13:02:11,245 DEBUG: Start: Iteration 716 +2016-08-19 13:02:11,571 DEBUG: View 0 : 0.594835443038 +2016-08-19 13:02:11,582 DEBUG: View 1 : 0.682149215083 +2016-08-19 13:02:11,855 DEBUG: View 3 : 0.526979813665 +2016-08-19 13:02:11,963 DEBUG: View 2 : 0.507181677019 +2016-08-19 13:02:12,326 DEBUG: View 4 : 0.559677419355 +2016-08-19 13:02:15,161 DEBUG: Best view : MiRNA__ +2016-08-19 13:02:15,358 DEBUG: Start: Iteration 717 +2016-08-19 13:02:15,705 DEBUG: View 0 : 0.455882352941 +2016-08-19 13:02:15,716 DEBUG: View 1 : 0.471849348141 +2016-08-19 13:02:15,999 DEBUG: View 3 : 0.524509803922 +2016-08-19 13:02:16,099 DEBUG: View 2 : 0.519010785489 +2016-08-19 13:02:16,400 DEBUG: View 4 : 0.519570707071 +2016-08-19 13:02:19,322 DEBUG: Best view : RNASeq_ +2016-08-19 13:02:19,522 DEBUG: Start: Iteration 718 +2016-08-19 13:02:19,889 DEBUG: View 0 : 0.443653846154 +2016-08-19 13:02:19,899 DEBUG: View 1 : 0.728042328042 +2016-08-19 13:02:20,177 DEBUG: View 3 : 0.50049980008 +2016-08-19 13:02:20,306 DEBUG: View 2 : 0.562169312169 +2016-08-19 13:02:20,606 DEBUG: View 4 : 0.608134920635 +2016-08-19 13:02:23,375 DEBUG: Best view : MRNASeq +2016-08-19 13:02:23,566 DEBUG: Start: Iteration 719 +2016-08-19 13:02:23,912 DEBUG: View 0 : 0.569055813258 +2016-08-19 13:02:23,922 DEBUG: View 1 : 0.442307692308 +2016-08-19 13:02:24,186 DEBUG: View 3 : 0.679038461538 +2016-08-19 13:02:24,288 DEBUG: View 2 : 0.560030760358 +2016-08-19 13:02:24,590 DEBUG: View 4 : 0.541035353535 +2016-08-19 13:02:27,404 DEBUG: Best view : Clinic_ +2016-08-19 13:02:27,595 DEBUG: Start: Iteration 720 +2016-08-19 13:02:27,948 DEBUG: View 0 : 0.45580270793 +2016-08-19 13:02:27,959 DEBUG: View 1 : 0.564345114345 +2016-08-19 13:02:28,233 DEBUG: View 3 : 0.510466988728 +2016-08-19 13:02:28,332 DEBUG: View 2 : 0.537289654486 +2016-08-19 13:02:28,622 DEBUG: View 4 : 0.471698113208 +2016-08-19 13:02:31,468 DEBUG: Best view : MiRNA__ +2016-08-19 13:02:31,662 DEBUG: Start: Iteration 721 +2016-08-19 13:02:31,955 DEBUG: View 0 : 0.543206793207 +2016-08-19 13:02:31,967 DEBUG: View 1 : 0.538017879458 +2016-08-19 13:02:32,255 DEBUG: View 3 : 0.734115159089 +2016-08-19 13:02:32,387 DEBUG: View 2 : 0.52251552795 +2016-08-19 13:02:32,683 DEBUG: View 4 : 0.528372093023 +2016-08-19 13:02:35,514 DEBUG: Best view : Clinic_ +2016-08-19 13:02:35,716 DEBUG: Start: Iteration 722 +2016-08-19 13:02:36,076 DEBUG: View 0 : 0.459558823529 +2016-08-19 13:02:36,086 DEBUG: View 1 : 0.689068100358 +2016-08-19 13:02:36,353 DEBUG: View 3 : 0.653541768442 +2016-08-19 13:02:36,456 DEBUG: View 2 : 0.480555555556 +2016-08-19 13:02:36,737 DEBUG: View 4 : 0.565727236894 +2016-08-19 13:02:39,644 DEBUG: Best view : Clinic_ +2016-08-19 13:02:39,866 DEBUG: Start: Iteration 723 +2016-08-19 13:02:40,167 DEBUG: View 0 : 0.546875 +2016-08-19 13:02:40,178 DEBUG: View 1 : 0.802941176471 +2016-08-19 13:02:40,444 DEBUG: View 3 : 0.577669310555 +2016-08-19 13:02:40,548 DEBUG: View 2 : 0.498798423532 +2016-08-19 13:02:40,830 DEBUG: View 4 : 0.576031315869 +2016-08-19 13:02:43,684 DEBUG: Best view : MiRNA__ +2016-08-19 13:02:43,884 DEBUG: Start: Iteration 724 +2016-08-19 13:02:44,178 DEBUG: View 0 : 0.555266955267 +2016-08-19 13:02:44,191 DEBUG: View 1 : 0.644615384615 +2016-08-19 13:02:44,456 DEBUG: View 3 : 0.565217391304 +2016-08-19 13:02:44,558 DEBUG: View 2 : 0.588071293438 +2016-08-19 13:02:44,836 DEBUG: View 4 : 0.553921568627 +2016-08-19 13:02:47,658 DEBUG: Best view : MiRNA__ +2016-08-19 13:02:47,852 DEBUG: Start: Iteration 725 +2016-08-19 13:02:48,220 DEBUG: View 0 : 0.450227848101 +2016-08-19 13:02:48,230 DEBUG: View 1 : 0.526468455402 +2016-08-19 13:02:48,531 DEBUG: View 3 : 0.582911178656 +2016-08-19 13:02:48,665 DEBUG: View 2 : 0.570183086312 +2016-08-19 13:02:48,965 DEBUG: View 4 : 0.518548387097 +2016-08-19 13:02:51,822 DEBUG: Best view : Clinic_ +2016-08-19 13:02:52,015 DEBUG: Start: Iteration 726 +2016-08-19 13:02:52,369 DEBUG: View 0 : 0.54419729207 +2016-08-19 13:02:52,380 DEBUG: View 1 : 0.630106239713 +2016-08-19 13:02:52,703 DEBUG: View 3 : 0.558267945365 +2016-08-19 13:02:52,803 DEBUG: View 2 : 0.519541778976 +2016-08-19 13:02:53,125 DEBUG: View 4 : 0.468043767256 +2016-08-19 13:02:55,868 DEBUG: Best view : MiRNA__ +2016-08-19 13:02:56,061 DEBUG: Start: Iteration 727 +2016-08-19 13:02:56,410 DEBUG: View 0 : 0.593162393162 +2016-08-19 13:02:56,421 DEBUG: View 1 : 0.601899287767 +2016-08-19 13:02:56,690 DEBUG: View 3 : 0.538606403013 +2016-08-19 13:02:56,801 DEBUG: View 2 : 0.561525743977 +2016-08-19 13:02:57,086 DEBUG: View 4 : 0.535947712418 +2016-08-19 13:02:59,900 DEBUG: Best view : MiRNA__ +2016-08-19 13:03:00,095 DEBUG: Start: Iteration 728 +2016-08-19 13:03:00,456 DEBUG: View 0 : 0.565789473684 +2016-08-19 13:03:00,469 DEBUG: View 1 : 0.709123757904 +2016-08-19 13:03:00,739 DEBUG: View 3 : 0.453188259109 +2016-08-19 13:03:00,843 DEBUG: View 2 : 0.582236842105 +2016-08-19 13:03:01,134 DEBUG: View 4 : 0.527133326695 +2016-08-19 13:03:03,860 DEBUG: Best view : MiRNA__ +2016-08-19 13:03:04,051 DEBUG: Start: Iteration 729 +2016-08-19 13:03:04,397 DEBUG: View 0 : 0.644341085271 +2016-08-19 13:03:04,407 DEBUG: View 1 : 0.332980361956 +2016-08-19 13:03:04,678 DEBUG: View 3 : 0.57647515528 +2016-08-19 13:03:04,800 DEBUG: View 2 : 0.501873417722 +2016-08-19 13:03:05,087 DEBUG: View 4 : 0.517164179104 +2016-08-19 13:03:07,905 DEBUG: Best view : Methyl_ +2016-08-19 13:03:08,099 DEBUG: Start: Iteration 730 +2016-08-19 13:03:08,373 DEBUG: View 0 : 0.532579787234 +2016-08-19 13:03:08,384 DEBUG: View 1 : 0.8175 +2016-08-19 13:03:08,646 DEBUG: View 3 : 0.607102272727 +2016-08-19 13:03:08,749 DEBUG: View 2 : 0.512972572276 +2016-08-19 13:03:09,032 DEBUG: View 4 : 0.569883040936 +2016-08-19 13:03:11,782 DEBUG: Best view : Clinic_ +2016-08-19 13:03:11,976 DEBUG: Start: Iteration 731 +2016-08-19 13:03:12,257 DEBUG: View 0 : 0.488660985122 +2016-08-19 13:03:12,269 DEBUG: View 1 : 0.653645833333 +2016-08-19 13:03:12,533 DEBUG: View 3 : 0.525522270398 +2016-08-19 13:03:12,634 DEBUG: View 2 : 0.564313346228 +2016-08-19 13:03:12,919 DEBUG: View 4 : 0.545230263158 +2016-08-19 13:03:15,705 DEBUG: Best view : MiRNA__ +2016-08-19 13:03:15,909 DEBUG: Start: Iteration 732 +2016-08-19 13:03:16,216 DEBUG: View 0 : 0.635375494071 +2016-08-19 13:03:16,228 DEBUG: View 1 : 0.501083743842 +2016-08-19 13:03:16,542 DEBUG: View 3 : 0.483425703231 +2016-08-19 13:03:16,647 DEBUG: View 2 : 0.511250603573 +2016-08-19 13:03:16,941 DEBUG: View 4 : 0.543317230274 +2016-08-19 13:03:19,740 DEBUG: Best view : Methyl_ +2016-08-19 13:03:19,934 DEBUG: Start: Iteration 733 +2016-08-19 13:03:20,279 DEBUG: View 0 : 0.405460681051 +2016-08-19 13:03:20,290 DEBUG: View 1 : 0.581018518519 +2016-08-19 13:03:20,559 DEBUG: View 3 : 0.588827838828 +2016-08-19 13:03:20,665 DEBUG: View 2 : 0.531087564974 +2016-08-19 13:03:20,963 DEBUG: View 4 : 0.492857142857 +2016-08-19 13:03:23,873 DEBUG: Best view : Clinic_ +2016-08-19 13:03:24,068 DEBUG: Start: Iteration 734 +2016-08-19 13:03:24,356 DEBUG: View 0 : 0.553883732291 +2016-08-19 13:03:24,367 DEBUG: View 1 : 0.566550925926 +2016-08-19 13:03:24,638 DEBUG: View 3 : 0.64525462963 +2016-08-19 13:03:24,765 DEBUG: View 2 : 0.495098039216 +2016-08-19 13:03:25,055 DEBUG: View 4 : 0.519327731092 +2016-08-19 13:03:28,049 DEBUG: Best view : Clinic_ +2016-08-19 13:03:28,248 DEBUG: Start: Iteration 735 +2016-08-19 13:03:28,616 DEBUG: View 0 : 0.545783926219 +2016-08-19 13:03:28,626 DEBUG: View 1 : 0.822335025381 +2016-08-19 13:03:28,900 DEBUG: View 3 : 0.550415052573 +2016-08-19 13:03:29,011 DEBUG: View 2 : 0.588584136397 +2016-08-19 13:03:29,341 DEBUG: View 4 : 0.553742203742 +2016-08-19 13:03:32,179 DEBUG: Best view : RNASeq_ +2016-08-19 13:03:32,383 DEBUG: Start: Iteration 736 +2016-08-19 13:03:32,748 DEBUG: View 0 : 0.58505810736 +2016-08-19 13:03:32,758 DEBUG: View 1 : 0.696393378006 +2016-08-19 13:03:33,047 DEBUG: View 3 : 0.629532163743 +2016-08-19 13:03:33,179 DEBUG: View 2 : 0.529411764706 +2016-08-19 13:03:33,482 DEBUG: View 4 : 0.512307692308 +2016-08-19 13:03:36,363 DEBUG: Best view : MiRNA__ +2016-08-19 13:03:36,591 DEBUG: Start: Iteration 737 +2016-08-19 13:03:36,956 DEBUG: View 0 : 0.553742203742 +2016-08-19 13:03:36,967 DEBUG: View 1 : 0.478997975709 +2016-08-19 13:03:37,241 DEBUG: View 3 : 0.535642135642 +2016-08-19 13:03:37,384 DEBUG: View 2 : 0.515424030116 +2016-08-19 13:03:37,698 DEBUG: View 4 : 0.587117552335 +2016-08-19 13:03:40,629 DEBUG: Best view : MRNASeq +2016-08-19 13:03:40,847 DEBUG: Start: Iteration 738 +2016-08-19 13:03:41,210 DEBUG: View 0 : 0.771943573668 +2016-08-19 13:03:41,216 DEBUG: View 1 : 0.648358585859 +2016-08-19 13:03:41,481 DEBUG: View 3 : 0.520170454545 +2016-08-19 13:03:41,585 DEBUG: View 2 : 0.562169312169 +2016-08-19 13:03:41,865 DEBUG: View 4 : 0.459941520468 +2016-08-19 13:03:44,740 DEBUG: Best view : Methyl_ +2016-08-19 13:03:44,938 DEBUG: Start: Iteration 739 +2016-08-19 13:03:45,232 DEBUG: View 0 : 0.549136513158 +2016-08-19 13:03:45,243 DEBUG: View 1 : 0.57647515528 +2016-08-19 13:03:45,508 DEBUG: View 3 : 0.572993912562 +2016-08-19 13:03:45,610 DEBUG: View 2 : 0.600212652844 +2016-08-19 13:03:45,897 DEBUG: View 4 : 0.551388888889 +2016-08-19 13:03:48,825 DEBUG: Best view : RNASeq_ +2016-08-19 13:03:49,023 DEBUG: Start: Iteration 740 +2016-08-19 13:03:49,368 DEBUG: View 0 : 0.491759702286 +2016-08-19 13:03:49,380 DEBUG: View 1 : 0.589327929753 +2016-08-19 13:03:49,646 DEBUG: View 3 : 0.583964646465 +2016-08-19 13:03:49,748 DEBUG: View 2 : 0.553271240345 +2016-08-19 13:03:50,035 DEBUG: View 4 : 0.547538610039 +2016-08-19 13:03:52,937 DEBUG: Best view : Clinic_ +2016-08-19 13:03:53,136 DEBUG: Start: Iteration 741 +2016-08-19 13:03:53,496 DEBUG: View 0 : 0.46148255814 +2016-08-19 13:03:53,507 DEBUG: View 1 : 0.658888888889 +2016-08-19 13:03:53,771 DEBUG: View 3 : 0.508943313154 +2016-08-19 13:03:53,871 DEBUG: View 2 : 0.541730769231 +2016-08-19 13:03:54,151 DEBUG: View 4 : 0.558817866769 +2016-08-19 13:03:56,970 DEBUG: Best view : MiRNA__ +2016-08-19 13:03:57,167 DEBUG: Start: Iteration 742 +2016-08-19 13:03:57,467 DEBUG: View 0 : 0.439497827137 +2016-08-19 13:03:57,480 DEBUG: View 1 : 0.649415204678 +2016-08-19 13:03:57,744 DEBUG: View 3 : 0.604952424625 +2016-08-19 13:03:57,844 DEBUG: View 2 : 0.482319078947 +2016-08-19 13:03:58,140 DEBUG: View 4 : 0.541283486605 +2016-08-19 13:04:01,008 DEBUG: Best view : MiRNA__ +2016-08-19 13:04:01,206 DEBUG: Start: Iteration 743 +2016-08-19 13:04:01,576 DEBUG: View 1 : 0.554117295629 +2016-08-19 13:04:01,592 DEBUG: View 0 : 0.461493751816 +2016-08-19 13:04:01,841 DEBUG: View 3 : 0.582106782107 +2016-08-19 13:04:01,944 DEBUG: View 2 : 0.557797805643 +2016-08-19 13:04:02,229 DEBUG: View 4 : 0.595740542643 +2016-08-19 13:04:05,009 DEBUG: Best view : MRNASeq +2016-08-19 13:04:05,208 DEBUG: Start: Iteration 744 +2016-08-19 13:04:05,492 DEBUG: View 0 : 0.45580270793 +2016-08-19 13:04:05,505 DEBUG: View 1 : 0.385662926245 +2016-08-19 13:04:05,770 DEBUG: View 3 : 0.557797805643 +2016-08-19 13:04:05,888 DEBUG: View 2 : 0.546144121365 +2016-08-19 13:04:06,154 DEBUG: View 4 : 0.534584980237 +2016-08-19 13:04:09,008 DEBUG: Best view : Clinic_ +2016-08-19 13:04:09,204 DEBUG: Start: Iteration 745 +2016-08-19 13:04:09,486 DEBUG: View 0 : 0.462093485308 +2016-08-19 13:04:09,497 DEBUG: View 1 : 0.587774294671 +2016-08-19 13:04:09,768 DEBUG: View 3 : 0.506204906205 +2016-08-19 13:04:09,907 DEBUG: View 2 : 0.565217391304 +2016-08-19 13:04:10,200 DEBUG: View 4 : 0.612654938025 +2016-08-19 13:04:13,034 DEBUG: Best view : MRNASeq +2016-08-19 13:04:13,231 DEBUG: Start: Iteration 746 +2016-08-19 13:04:13,584 DEBUG: View 0 : 0.78119279314 +2016-08-19 13:04:13,596 DEBUG: View 1 : 0.526468455402 +2016-08-19 13:04:13,861 DEBUG: View 3 : 0.597661785546 +2016-08-19 13:04:13,964 DEBUG: View 2 : 0.55150462963 +2016-08-19 13:04:14,252 DEBUG: View 4 : 0.542857142857 +2016-08-19 13:04:17,148 DEBUG: Best view : Methyl_ +2016-08-19 13:04:17,346 DEBUG: Start: Iteration 747 +2016-08-19 13:04:17,721 DEBUG: View 0 : 0.491994613198 +2016-08-19 13:04:17,731 DEBUG: View 1 : 0.694024563061 +2016-08-19 13:04:17,993 DEBUG: View 3 : 0.562111801242 +2016-08-19 13:04:18,097 DEBUG: View 2 : 0.549136513158 +2016-08-19 13:04:18,384 DEBUG: View 4 : 0.536730769231 +2016-08-19 13:04:21,262 DEBUG: Best view : MiRNA__ +2016-08-19 13:04:21,460 DEBUG: Start: Iteration 748 +2016-08-19 13:04:21,804 DEBUG: View 0 : 0.515849311109 +2016-08-19 13:04:21,814 DEBUG: View 1 : 0.52118226601 +2016-08-19 13:04:22,077 DEBUG: View 3 : 0.526305552854 +2016-08-19 13:04:22,179 DEBUG: View 2 : 0.622850859656 +2016-08-19 13:04:22,467 DEBUG: View 4 : 0.561918396564 +2016-08-19 13:04:25,283 DEBUG: Best view : RNASeq_ +2016-08-19 13:04:25,483 DEBUG: Start: Iteration 749 +2016-08-19 13:04:25,777 DEBUG: View 0 : 0.571488469602 +2016-08-19 13:04:25,787 DEBUG: View 1 : 0.620105820106 +2016-08-19 13:04:26,050 DEBUG: View 3 : 0.505681818182 +2016-08-19 13:04:26,153 DEBUG: View 2 : 0.539125622579 +2016-08-19 13:04:26,435 DEBUG: View 4 : 0.532366071429 +2016-08-19 13:04:29,383 DEBUG: Best view : MiRNA__ +2016-08-19 13:04:29,584 DEBUG: Start: Iteration 750 +2016-08-19 13:04:29,883 DEBUG: View 0 : 0.461876584954 +2016-08-19 13:04:29,893 DEBUG: View 1 : 0.556427125506 +2016-08-19 13:04:30,169 DEBUG: View 3 : 0.683846153846 +2016-08-19 13:04:30,310 DEBUG: View 2 : 0.532536382536 +2016-08-19 13:04:30,592 DEBUG: View 4 : 0.503607503608 +2016-08-19 13:04:33,495 DEBUG: Best view : Clinic_ +2016-08-19 13:04:33,694 DEBUG: Start: Iteration 751 +2016-08-19 13:04:33,981 DEBUG: View 0 : 0.555882352941 +2016-08-19 13:04:33,992 DEBUG: View 1 : 0.66814337495 +2016-08-19 13:04:34,258 DEBUG: View 3 : 0.659423076923 +2016-08-19 13:04:34,365 DEBUG: View 2 : 0.601778656126 +2016-08-19 13:04:34,644 DEBUG: View 4 : 0.564345114345 +2016-08-19 13:04:37,634 DEBUG: Best view : Clinic_ +2016-08-19 13:04:37,834 DEBUG: Start: Iteration 752 +2016-08-19 13:04:38,127 DEBUG: View 0 : 0.565079801871 +2016-08-19 13:04:38,141 DEBUG: View 1 : 0.364533463605 +2016-08-19 13:04:38,418 DEBUG: View 3 : 0.595092629089 +2016-08-19 13:04:38,524 DEBUG: View 2 : 0.550479808077 +2016-08-19 13:04:38,848 DEBUG: View 4 : 0.604952424625 +2016-08-19 13:04:41,987 DEBUG: Best view : MRNASeq +2016-08-19 13:04:42,194 DEBUG: Start: Iteration 753 +2016-08-19 13:04:42,558 DEBUG: View 0 : 0.457142857143 +2016-08-19 13:04:42,569 DEBUG: View 1 : 0.674401740392 +2016-08-19 13:04:42,850 DEBUG: View 3 : 0.68506097561 +2016-08-19 13:04:42,958 DEBUG: View 2 : 0.533640552995 +2016-08-19 13:04:43,278 DEBUG: View 4 : 0.52582972583 +2016-08-19 13:04:46,161 DEBUG: Best view : Clinic_ +2016-08-19 13:04:46,390 DEBUG: Start: Iteration 754 +2016-08-19 13:04:46,751 DEBUG: View 0 : 0.46875 +2016-08-19 13:04:46,762 DEBUG: View 1 : 0.652019922524 +2016-08-19 13:04:47,029 DEBUG: View 3 : 0.592263094762 +2016-08-19 13:04:47,131 DEBUG: View 2 : 0.515424030116 +2016-08-19 13:04:47,425 DEBUG: View 4 : 0.541235428696 +2016-08-19 13:04:50,514 DEBUG: Best view : MiRNA__ +2016-08-19 13:04:50,731 DEBUG: Start: Iteration 755 +2016-08-19 13:04:51,124 DEBUG: View 0 : 0.557692307692 +2016-08-19 13:04:51,135 DEBUG: View 1 : 0.329344487981 +2016-08-19 13:04:51,408 DEBUG: View 3 : 0.54707044108 +2016-08-19 13:04:51,513 DEBUG: View 2 : 0.527133326695 +2016-08-19 13:04:51,814 DEBUG: View 4 : 0.524854932302 +2016-08-19 13:04:54,727 DEBUG: Best view : Clinic_ +2016-08-19 13:04:54,928 DEBUG: Start: Iteration 756 +2016-08-19 13:04:55,271 DEBUG: View 0 : 0.630134001525 +2016-08-19 13:04:55,282 DEBUG: View 1 : 0.681979215872 +2016-08-19 13:04:55,546 DEBUG: View 3 : 0.581565975009 +2016-08-19 13:04:55,650 DEBUG: View 2 : 0.524854932302 +2016-08-19 13:04:55,941 DEBUG: View 4 : 0.498214285714 +2016-08-19 13:04:58,934 DEBUG: Best view : MiRNA__ +2016-08-19 13:04:59,136 DEBUG: Start: Iteration 757 +2016-08-19 13:04:59,450 DEBUG: View 0 : 0.629532163743 +2016-08-19 13:04:59,464 DEBUG: View 1 : 0.814356435644 +2016-08-19 13:04:59,749 DEBUG: View 3 : 0.585821258388 +2016-08-19 13:04:59,875 DEBUG: View 2 : 0.569883040936 +2016-08-19 13:05:00,171 DEBUG: View 4 : 0.503676470588 +2016-08-19 13:05:03,211 DEBUG: Best view : Methyl_ +2016-08-19 13:05:03,420 DEBUG: Start: Iteration 758 +2016-08-19 13:05:03,773 DEBUG: View 0 : 0.544905356424 +2016-08-19 13:05:03,785 DEBUG: View 1 : 0.521002024291 +2016-08-19 13:05:04,094 DEBUG: View 3 : 0.545230263158 +2016-08-19 13:05:04,200 DEBUG: View 2 : 0.600789993417 +2016-08-19 13:05:04,507 DEBUG: View 4 : 0.524259868421 +2016-08-19 13:05:07,629 DEBUG: Best view : RNASeq_ +2016-08-19 13:05:07,832 DEBUG: Start: Iteration 759 +2016-08-19 13:05:08,166 DEBUG: View 0 : 0.610416666667 +2016-08-19 13:05:08,177 DEBUG: View 1 : 0.716114747786 +2016-08-19 13:05:08,448 DEBUG: View 3 : 0.628664808228 +2016-08-19 13:05:08,579 DEBUG: View 2 : 0.524841915086 +2016-08-19 13:05:08,870 DEBUG: View 4 : 0.523460834377 +2016-08-19 13:05:11,805 DEBUG: Best view : MiRNA__ +2016-08-19 13:05:12,015 DEBUG: Start: Iteration 760 +2016-08-19 13:05:12,407 DEBUG: View 1 : 0.812807881773 +2016-08-19 13:05:12,413 DEBUG: View 0 : 0.366953218713 +2016-08-19 13:05:12,684 DEBUG: View 3 : 0.6 +2016-08-19 13:05:12,791 DEBUG: View 2 : 0.549457364341 +2016-08-19 13:05:13,132 DEBUG: View 4 : 0.585829720142 +2016-08-19 13:05:16,058 DEBUG: Best view : Clinic_ +2016-08-19 13:05:16,265 DEBUG: Start: Iteration 761 +2016-08-19 13:05:16,650 DEBUG: View 0 : 0.631790744467 +2016-08-19 13:05:16,661 DEBUG: View 1 : 0.69387755102 +2016-08-19 13:05:16,948 DEBUG: View 3 : 0.592253588978 +2016-08-19 13:05:17,052 DEBUG: View 2 : 0.563194444444 +2016-08-19 13:05:17,346 DEBUG: View 4 : 0.506820671114 +2016-08-19 13:05:20,264 DEBUG: Best view : Methyl_ +2016-08-19 13:05:20,467 DEBUG: Start: Iteration 762 +2016-08-19 13:05:20,808 DEBUG: View 0 : 0.579113924051 +2016-08-19 13:05:20,822 DEBUG: View 1 : 0.583104062146 +2016-08-19 13:05:21,089 DEBUG: View 3 : 0.607182168409 +2016-08-19 13:05:21,194 DEBUG: View 2 : 0.576442526124 +2016-08-19 13:05:21,493 DEBUG: View 4 : 0.532860759494 +2016-08-19 13:05:24,597 DEBUG: Best view : Clinic_ +2016-08-19 13:05:24,816 DEBUG: Start: Iteration 763 +2016-08-19 13:05:25,120 DEBUG: View 0 : 0.485979482169 +2016-08-19 13:05:25,131 DEBUG: View 1 : 0.656150919467 +2016-08-19 13:05:25,439 DEBUG: View 3 : 0.60775862069 +2016-08-19 13:05:25,561 DEBUG: View 2 : 0.53488372093 +2016-08-19 13:05:25,863 DEBUG: View 4 : 0.5278828554 +2016-08-19 13:05:28,946 DEBUG: Best view : MiRNA__ +2016-08-19 13:05:29,150 DEBUG: Start: Iteration 764 +2016-08-19 13:05:29,456 DEBUG: View 0 : 0.610416666667 +2016-08-19 13:05:29,467 DEBUG: View 1 : 0.436150464094 +2016-08-19 13:05:29,775 DEBUG: View 3 : 0.534745065789 +2016-08-19 13:05:29,921 DEBUG: View 2 : 0.488749396427 +2016-08-19 13:05:30,216 DEBUG: View 4 : 0.543522267206 +2016-08-19 13:05:33,253 DEBUG: Best view : Methyl_ +2016-08-19 13:05:33,469 DEBUG: Start: Iteration 765 +2016-08-19 13:05:33,756 DEBUG: View 0 : 0.542857142857 +2016-08-19 13:05:33,767 DEBUG: View 1 : 0.561881188119 +2016-08-19 13:05:34,034 DEBUG: View 3 : 0.692023026316 +2016-08-19 13:05:34,136 DEBUG: View 2 : 0.53431372549 +2016-08-19 13:05:34,427 DEBUG: View 4 : 0.520811304431 +2016-08-19 13:05:37,413 DEBUG: Best view : Clinic_ +2016-08-19 13:05:37,622 DEBUG: Start: Iteration 766 +2016-08-19 13:05:37,927 DEBUG: View 0 : 0.553742203742 +2016-08-19 13:05:37,937 DEBUG: View 1 : 0.528440907751 +2016-08-19 13:05:38,209 DEBUG: View 3 : 0.543452380952 +2016-08-19 13:05:38,314 DEBUG: View 2 : 0.547422357001 +2016-08-19 13:05:38,604 DEBUG: View 4 : 0.506289978678 +2016-08-19 13:05:41,619 DEBUG: Best view : RNASeq_ +2016-08-19 13:05:41,824 DEBUG: Start: Iteration 767 +2016-08-19 13:05:42,170 DEBUG: View 0 : 0.553883732291 +2016-08-19 13:05:42,181 DEBUG: View 1 : 0.713614554178 +2016-08-19 13:05:42,445 DEBUG: View 3 : 0.51499032882 +2016-08-19 13:05:42,547 DEBUG: View 2 : 0.503676470588 +2016-08-19 13:05:42,841 DEBUG: View 4 : 0.492857142857 +2016-08-19 13:05:45,842 DEBUG: Best view : MiRNA__ +2016-08-19 13:05:46,049 DEBUG: Start: Iteration 768 +2016-08-19 13:05:46,400 DEBUG: View 0 : 0.454668079776 +2016-08-19 13:05:46,409 DEBUG: View 1 : 0.60587639311 +2016-08-19 13:05:46,695 DEBUG: View 3 : 0.658888888889 +2016-08-19 13:05:46,818 DEBUG: View 2 : 0.564345114345 +2016-08-19 13:05:47,135 DEBUG: View 4 : 0.523099850969 +2016-08-19 13:05:50,205 DEBUG: Best view : Clinic_ +2016-08-19 13:05:50,422 DEBUG: Start: Iteration 769 +2016-08-19 13:05:50,789 DEBUG: View 0 : 0.559010396611 +2016-08-19 13:05:50,799 DEBUG: View 1 : 0.812807881773 +2016-08-19 13:05:51,077 DEBUG: View 3 : 0.641414141414 +2016-08-19 13:05:51,219 DEBUG: View 2 : 0.520170454545 +2016-08-19 13:05:51,503 DEBUG: View 4 : 0.57380952381 +2016-08-19 13:05:54,442 DEBUG: Best view : Clinic_ +2016-08-19 13:05:54,649 DEBUG: Start: Iteration 770 +2016-08-19 13:05:54,951 DEBUG: View 0 : 0.548148148148 +2016-08-19 13:05:54,960 DEBUG: View 1 : 0.561344537815 +2016-08-19 13:05:55,233 DEBUG: View 3 : 0.563848101266 +2016-08-19 13:05:55,359 DEBUG: View 2 : 0.611088709677 +2016-08-19 13:05:55,655 DEBUG: View 4 : 0.482884615385 +2016-08-19 13:05:58,610 DEBUG: Best view : RNASeq_ +2016-08-19 13:05:58,817 DEBUG: Start: Iteration 771 +2016-08-19 13:05:59,104 DEBUG: View 0 : 0.512169312169 +2016-08-19 13:05:59,113 DEBUG: View 1 : 0.530234035794 +2016-08-19 13:05:59,435 DEBUG: View 3 : 0.602941176471 +2016-08-19 13:05:59,546 DEBUG: View 2 : 0.551487882197 +2016-08-19 13:05:59,859 DEBUG: View 4 : 0.54375 +2016-08-19 13:06:03,023 DEBUG: Best view : Clinic_ +2016-08-19 13:06:03,251 DEBUG: Start: Iteration 772 +2016-08-19 13:06:03,555 DEBUG: View 0 : 0.553271240345 +2016-08-19 13:06:03,567 DEBUG: View 1 : 0.600789993417 +2016-08-19 13:06:03,842 DEBUG: View 3 : 0.653541768442 +2016-08-19 13:06:03,973 DEBUG: View 2 : 0.512152777778 +2016-08-19 13:06:04,256 DEBUG: View 4 : 0.515424030116 +2016-08-19 13:06:07,246 DEBUG: Best view : Clinic_ +2016-08-19 13:06:07,454 DEBUG: Start: Iteration 773 +2016-08-19 13:06:07,808 DEBUG: View 0 : 0.43453633274 +2016-08-19 13:06:07,820 DEBUG: View 1 : 0.331081081081 +2016-08-19 13:06:08,085 DEBUG: View 3 : 0.502976190476 +2016-08-19 13:06:08,189 DEBUG: View 2 : 0.528213015476 +2016-08-19 13:06:08,481 DEBUG: View 4 : 0.523986321446 +2016-08-19 13:06:11,560 DEBUG: Best view : MRNASeq +2016-08-19 13:06:11,781 DEBUG: Start: Iteration 774 +2016-08-19 13:06:12,157 DEBUG: View 0 : 0.594539318949 +2016-08-19 13:06:12,171 DEBUG: View 1 : 0.594539318949 +2016-08-19 13:06:12,449 DEBUG: View 3 : 0.767361111111 +2016-08-19 13:06:12,558 DEBUG: View 2 : 0.494088910601 +2016-08-19 13:06:12,847 DEBUG: View 4 : 0.610084033613 +2016-08-19 13:06:15,902 DEBUG: Best view : Clinic_ +2016-08-19 13:06:16,113 DEBUG: Start: Iteration 775 +2016-08-19 13:06:16,507 DEBUG: View 0 : 0.453907203907 +2016-08-19 13:06:16,516 DEBUG: View 1 : 0.565217391304 +2016-08-19 13:06:16,801 DEBUG: View 3 : 0.533333333333 +2016-08-19 13:06:16,943 DEBUG: View 2 : 0.53457587631 +2016-08-19 13:06:17,232 DEBUG: View 4 : 0.568754574924 +2016-08-19 13:06:20,244 DEBUG: Best view : MRNASeq +2016-08-19 13:06:20,450 DEBUG: Start: Iteration 776 +2016-08-19 13:06:20,799 DEBUG: View 0 : 0.459278350515 +2016-08-19 13:06:20,812 DEBUG: View 1 : 0.454166666667 +2016-08-19 13:06:21,079 DEBUG: View 3 : 0.572010869565 +2016-08-19 13:06:21,181 DEBUG: View 2 : 0.568754574924 +2016-08-19 13:06:21,469 DEBUG: View 4 : 0.574404761905 +2016-08-19 13:06:24,467 DEBUG: Best view : MRNASeq +2016-08-19 13:06:24,675 DEBUG: Start: Iteration 777 +2016-08-19 13:06:24,960 DEBUG: View 0 : 0.517195767196 +2016-08-19 13:06:24,972 DEBUG: View 1 : 0.417860827697 +2016-08-19 13:06:25,234 DEBUG: View 3 : 0.56066098081 +2016-08-19 13:06:25,335 DEBUG: View 2 : 0.530099954566 +2016-08-19 13:06:25,620 DEBUG: View 4 : 0.528830645161 +2016-08-19 13:06:28,806 DEBUG: Best view : Clinic_ +2016-08-19 13:06:29,022 DEBUG: Start: Iteration 778 +2016-08-19 13:06:29,318 DEBUG: View 0 : 0.546144121365 +2016-08-19 13:06:29,329 DEBUG: View 1 : 0.696053946054 +2016-08-19 13:06:29,597 DEBUG: View 3 : 0.551538461538 +2016-08-19 13:06:29,698 DEBUG: View 2 : 0.528213015476 +2016-08-19 13:06:29,981 DEBUG: View 4 : 0.546486300585 +2016-08-19 13:06:33,082 DEBUG: Best view : MiRNA__ +2016-08-19 13:06:33,287 DEBUG: Start: Iteration 779 +2016-08-19 13:06:33,626 DEBUG: View 0 : 0.528213015476 +2016-08-19 13:06:33,636 DEBUG: View 1 : 0.456944444444 +2016-08-19 13:06:33,898 DEBUG: View 3 : 0.528372093023 +2016-08-19 13:06:33,999 DEBUG: View 2 : 0.543452380952 +2016-08-19 13:06:34,306 DEBUG: View 4 : 0.55567599527 +2016-08-19 13:06:37,626 DEBUG: Best view : MRNASeq +2016-08-19 13:06:37,841 DEBUG: Start: Iteration 780 +2016-08-19 13:06:38,198 DEBUG: View 0 : 0.565789473684 +2016-08-19 13:06:38,210 DEBUG: View 1 : 0.663768115942 +2016-08-19 13:06:38,488 DEBUG: View 3 : 0.602459016393 +2016-08-19 13:06:38,607 DEBUG: View 2 : 0.495261121857 +2016-08-19 13:06:38,893 DEBUG: View 4 : 0.595925925926 +2016-08-19 13:06:41,996 DEBUG: Best view : MiRNA__ +2016-08-19 13:06:42,205 DEBUG: Start: Iteration 781 +2016-08-19 13:06:42,559 DEBUG: View 0 : 0.415441176471 +2016-08-19 13:06:42,571 DEBUG: View 1 : 0.408372093023 +2016-08-19 13:06:42,840 DEBUG: View 3 : 0.608141447368 +2016-08-19 13:06:42,942 DEBUG: View 2 : 0.561675329868 +2016-08-19 13:06:43,232 DEBUG: View 4 : 0.578125 +2016-08-19 13:06:46,374 DEBUG: Best view : Clinic_ +2016-08-19 13:06:46,582 DEBUG: Start: Iteration 782 +2016-08-19 13:06:46,928 DEBUG: View 0 : 0.557692307692 +2016-08-19 13:06:46,941 DEBUG: View 1 : 0.546875 +2016-08-19 13:06:47,208 DEBUG: View 3 : 0.474157303371 +2016-08-19 13:06:47,312 DEBUG: View 2 : 0.572152509653 +2016-08-19 13:06:47,592 DEBUG: View 4 : 0.508455696203 +2016-08-19 13:06:50,541 DEBUG: Best view : RNASeq_ +2016-08-19 13:06:50,752 DEBUG: Start: Iteration 783 +2016-08-19 13:06:51,098 DEBUG: View 0 : 0.636151898734 +2016-08-19 13:06:51,109 DEBUG: View 1 : 0.702033598585 +2016-08-19 13:06:51,377 DEBUG: View 3 : 0.565793435712 +2016-08-19 13:06:51,483 DEBUG: View 2 : 0.532860759494 +2016-08-19 13:06:51,774 DEBUG: View 4 : 0.514705882353 +2016-08-19 13:06:54,949 DEBUG: Best view : MiRNA__ +2016-08-19 13:06:55,160 DEBUG: Start: Iteration 784 +2016-08-19 13:06:55,453 DEBUG: View 0 : 0.432352941176 +2016-08-19 13:06:55,470 DEBUG: View 1 : 0.558148148148 +2016-08-19 13:06:55,770 DEBUG: View 3 : 0.501688311688 +2016-08-19 13:06:55,881 DEBUG: View 2 : 0.574891774892 +2016-08-19 13:06:56,177 DEBUG: View 4 : 0.558179525393 +2016-08-19 13:06:59,123 DEBUG: Best view : MRNASeq +2016-08-19 13:06:59,333 DEBUG: Start: Iteration 785 +2016-08-19 13:06:59,692 DEBUG: View 0 : 0.503826016915 +2016-08-19 13:06:59,703 DEBUG: View 1 : 0.611095305832 +2016-08-19 13:06:59,979 DEBUG: View 3 : 0.566774078052 +2016-08-19 13:07:00,082 DEBUG: View 2 : 0.592613636364 +2016-08-19 13:07:00,363 DEBUG: View 4 : 0.53622483711 +2016-08-19 13:07:03,428 DEBUG: Best view : RNASeq_ +2016-08-19 13:07:03,636 DEBUG: Start: Iteration 786 +2016-08-19 13:07:03,920 DEBUG: View 0 : 0.50359127253 +2016-08-19 13:07:03,934 DEBUG: View 1 : 0.561344537815 +2016-08-19 13:07:04,198 DEBUG: View 3 : 0.559945964201 +2016-08-19 13:07:04,296 DEBUG: View 2 : 0.591806660772 +2016-08-19 13:07:04,586 DEBUG: View 4 : 0.57417721519 +2016-08-19 13:07:07,577 DEBUG: Best view : RNASeq_ +2016-08-19 13:07:07,785 DEBUG: Start: Iteration 787 +2016-08-19 13:07:08,126 DEBUG: View 0 : 0.43453633274 +2016-08-19 13:07:08,139 DEBUG: View 1 : 0.679381199811 +2016-08-19 13:07:08,402 DEBUG: View 3 : 0.653814935065 +2016-08-19 13:07:08,502 DEBUG: View 2 : 0.520631209819 +2016-08-19 13:07:08,791 DEBUG: View 4 : 0.574891774892 +2016-08-19 13:07:11,720 DEBUG: Best view : Clinic_ +2016-08-19 13:07:11,926 DEBUG: Start: Iteration 788 +2016-08-19 13:07:12,212 DEBUG: View 0 : 0.562169312169 +2016-08-19 13:07:12,225 DEBUG: View 1 : 0.478590250329 +2016-08-19 13:07:12,490 DEBUG: View 3 : 0.65707643127 +2016-08-19 13:07:12,590 DEBUG: View 2 : 0.548463356974 +2016-08-19 13:07:12,881 DEBUG: View 4 : 0.561744768641 +2016-08-19 13:07:15,970 DEBUG: Best view : Clinic_ +2016-08-19 13:07:16,188 DEBUG: Start: Iteration 789 +2016-08-19 13:07:16,473 DEBUG: View 0 : 0.540744229863 +2016-08-19 13:07:16,483 DEBUG: View 1 : 0.669321915762 +2016-08-19 13:07:16,753 DEBUG: View 3 : 0.553883732291 +2016-08-19 13:07:16,886 DEBUG: View 2 : 0.525735294118 +2016-08-19 13:07:17,191 DEBUG: View 4 : 0.515424030116 +2016-08-19 13:07:20,267 DEBUG: Best view : MiRNA__ +2016-08-19 13:07:20,476 DEBUG: Start: Iteration 790 +2016-08-19 13:07:20,820 DEBUG: View 0 : 0.617359000338 +2016-08-19 13:07:20,832 DEBUG: View 1 : 0.544584139265 +2016-08-19 13:07:21,095 DEBUG: View 3 : 0.543917928676 +2016-08-19 13:07:21,198 DEBUG: View 2 : 0.552212732919 +2016-08-19 13:07:21,485 DEBUG: View 4 : 0.552212732919 +2016-08-19 13:07:24,667 DEBUG: Best view : Methyl_ +2016-08-19 13:07:24,935 DEBUG: Start: Iteration 791 +2016-08-19 13:07:25,295 DEBUG: View 0 : 0.45 +2016-08-19 13:07:25,308 DEBUG: View 1 : 0.432867883996 +2016-08-19 13:07:25,622 DEBUG: View 3 : 0.543139293139 +2016-08-19 13:07:25,727 DEBUG: View 2 : 0.527821316614 +2016-08-19 13:07:26,041 DEBUG: View 4 : 0.565079365079 +2016-08-19 13:07:29,285 DEBUG: Best view : Clinic_ +2016-08-19 13:07:29,495 DEBUG: Start: Iteration 792 +2016-08-19 13:07:29,786 DEBUG: View 0 : 0.553058321479 +2016-08-19 13:07:29,797 DEBUG: View 1 : 0.628826530612 +2016-08-19 13:07:30,060 DEBUG: View 3 : 0.701837985024 +2016-08-19 13:07:30,163 DEBUG: View 2 : 0.525522270398 +2016-08-19 13:07:30,470 DEBUG: View 4 : 0.56369047619 +2016-08-19 13:07:33,657 DEBUG: Best view : Clinic_ +2016-08-19 13:07:33,890 DEBUG: Start: Iteration 793 +2016-08-19 13:07:34,251 DEBUG: View 0 : 0.37450160459 +2016-08-19 13:07:34,265 DEBUG: View 1 : 0.68680499828 +2016-08-19 13:07:34,578 DEBUG: View 3 : 0.746267076141 +2016-08-19 13:07:34,728 DEBUG: View 2 : 0.560500329164 +2016-08-19 13:07:35,028 DEBUG: View 4 : 0.559941520468 +2016-08-19 13:07:38,467 DEBUG: Best view : Clinic_ +2016-08-19 13:07:38,677 DEBUG: Start: Iteration 794 +2016-08-19 13:07:39,041 DEBUG: View 0 : 0.594742606791 +2016-08-19 13:07:39,052 DEBUG: View 1 : 0.68918128655 +2016-08-19 13:07:39,318 DEBUG: View 3 : 0.61963036963 +2016-08-19 13:07:39,426 DEBUG: View 2 : 0.558179525393 +2016-08-19 13:07:39,724 DEBUG: View 4 : 0.525641025641 +2016-08-19 13:07:42,909 DEBUG: Best view : MiRNA__ +2016-08-19 13:07:43,121 DEBUG: Start: Iteration 795 +2016-08-19 13:07:43,478 DEBUG: View 0 : 0.435057471264 +2016-08-19 13:07:43,491 DEBUG: View 1 : 0.422771672772 +2016-08-19 13:07:43,792 DEBUG: View 3 : 0.561342592593 +2016-08-19 13:07:43,901 DEBUG: View 2 : 0.487701612903 +2016-08-19 13:07:44,196 DEBUG: View 4 : 0.521417069243 +2016-08-19 13:07:47,601 DEBUG: Best view : Clinic_ +2016-08-19 13:07:47,814 DEBUG: Start: Iteration 796 +2016-08-19 13:07:48,171 DEBUG: View 0 : 0.458823529412 +2016-08-19 13:07:48,180 DEBUG: View 1 : 0.403152936653 +2016-08-19 13:07:48,452 DEBUG: View 3 : 0.579380764163 +2016-08-19 13:07:48,583 DEBUG: View 2 : 0.564856883235 +2016-08-19 13:07:48,880 DEBUG: View 4 : 0.545454545455 +2016-08-19 13:07:52,236 DEBUG: Best view : Clinic_ +2016-08-19 13:07:52,455 DEBUG: Start: Iteration 797 +2016-08-19 13:07:52,811 DEBUG: View 0 : 0.457065217391 +2016-08-19 13:07:52,823 DEBUG: View 1 : 0.722164948454 +2016-08-19 13:07:53,097 DEBUG: View 3 : 0.599533799534 +2016-08-19 13:07:53,211 DEBUG: View 2 : 0.613970588235 +2016-08-19 13:07:53,515 DEBUG: View 4 : 0.564313346228 +2016-08-19 13:07:56,660 DEBUG: Best view : RNASeq_ +2016-08-19 13:07:56,870 DEBUG: Start: Iteration 798 +2016-08-19 13:07:57,217 DEBUG: View 0 : 0.511557788945 +2016-08-19 13:07:57,227 DEBUG: View 1 : 0.702417794971 +2016-08-19 13:07:57,490 DEBUG: View 3 : 0.549415204678 +2016-08-19 13:07:57,594 DEBUG: View 2 : 0.552212732919 +2016-08-19 13:07:57,881 DEBUG: View 4 : 0.476351687743 +2016-08-19 13:08:01,002 DEBUG: Best view : MiRNA__ +2016-08-19 13:08:01,213 DEBUG: Start: Iteration 799 +2016-08-19 13:08:01,511 DEBUG: View 0 : 0.452336855867 +2016-08-19 13:08:01,521 DEBUG: View 1 : 0.452336855867 +2016-08-19 13:08:01,799 DEBUG: View 3 : 0.614843633099 +2016-08-19 13:08:01,910 DEBUG: View 2 : 0.491549975857 +2016-08-19 13:08:02,200 DEBUG: View 4 : 0.521417069243 +2016-08-19 13:08:05,428 DEBUG: Best view : Clinic_ +2016-08-19 13:08:05,642 DEBUG: Start: Iteration 800 +2016-08-19 13:08:06,024 DEBUG: View 0 : 0.638565488565 +2016-08-19 13:08:06,035 DEBUG: View 1 : 0.53125 +2016-08-19 13:08:06,315 DEBUG: View 3 : 0.490277242973 +2016-08-19 13:08:06,424 DEBUG: View 2 : 0.565079365079 +2016-08-19 13:08:06,718 DEBUG: View 4 : 0.5216622458 +2016-08-19 13:08:09,884 DEBUG: Best view : Methyl_ +2016-08-19 13:08:10,103 DEBUG: Start: Iteration 801 +2016-08-19 13:08:10,453 DEBUG: View 0 : 0.431692353733 +2016-08-19 13:08:10,464 DEBUG: View 1 : 0.306677937447 +2016-08-19 13:08:10,728 DEBUG: View 3 : 0.539495798319 +2016-08-19 13:08:10,833 DEBUG: View 2 : 0.56 +2016-08-19 13:08:11,152 DEBUG: View 4 : 0.565793435712 +2016-08-19 13:08:14,351 DEBUG: Best view : MRNASeq +2016-08-19 13:08:14,565 DEBUG: Start: Iteration 802 +2016-08-19 13:08:14,926 DEBUG: View 0 : 0.582106782107 +2016-08-19 13:08:14,938 DEBUG: View 1 : 0.812807881773 +2016-08-19 13:08:15,207 DEBUG: View 3 : 0.565982689876 +2016-08-19 13:08:15,317 DEBUG: View 2 : 0.594698544699 +2016-08-19 13:08:15,653 DEBUG: View 4 : 0.53431372549 +2016-08-19 13:08:18,880 DEBUG: Best view : Clinic_ +2016-08-19 13:08:19,104 DEBUG: Start: Iteration 803 +2016-08-19 13:08:19,424 DEBUG: View 0 : 0.501951600312 +2016-08-19 13:08:19,438 DEBUG: View 1 : 0.515849311109 +2016-08-19 13:08:19,730 DEBUG: View 3 : 0.551487882197 +2016-08-19 13:08:19,837 DEBUG: View 2 : 0.651930445034 +2016-08-19 13:08:20,150 DEBUG: View 4 : 0.540801545147 +2016-08-19 13:08:23,199 DEBUG: Best view : RNASeq_ +2016-08-19 13:08:23,420 DEBUG: Start: Iteration 804 +2016-08-19 13:08:23,708 DEBUG: View 0 : 0.574948024948 +2016-08-19 13:08:23,722 DEBUG: View 1 : 0.597791339727 +2016-08-19 13:08:23,988 DEBUG: View 3 : 0.509765824726 +2016-08-19 13:08:24,093 DEBUG: View 2 : 0.519570707071 +2016-08-19 13:08:24,382 DEBUG: View 4 : 0.512682743971 +2016-08-19 13:08:27,528 DEBUG: Best view : MiRNA__ +2016-08-19 13:08:27,765 DEBUG: Start: Iteration 805 +2016-08-19 13:08:28,066 DEBUG: View 0 : 0.522924710425 +2016-08-19 13:08:28,077 DEBUG: View 1 : 0.330322192111 +2016-08-19 13:08:28,345 DEBUG: View 3 : 0.686718977042 +2016-08-19 13:08:28,457 DEBUG: View 2 : 0.504054714216 +2016-08-19 13:08:28,745 DEBUG: View 4 : 0.530116959064 +2016-08-19 13:08:31,853 DEBUG: Best view : Clinic_ +2016-08-19 13:08:32,066 DEBUG: Start: Iteration 806 +2016-08-19 13:08:32,422 DEBUG: View 0 : 0.517073960188 +2016-08-19 13:08:32,434 DEBUG: View 1 : 0.589915966387 +2016-08-19 13:08:32,700 DEBUG: View 3 : 0.51164161509 +2016-08-19 13:08:32,807 DEBUG: View 2 : 0.545317675399 +2016-08-19 13:08:33,096 DEBUG: View 4 : 0.545783926219 +2016-08-19 13:08:36,197 DEBUG: Best view : MiRNA__ +2016-08-19 13:08:36,410 DEBUG: Start: Iteration 807 +2016-08-19 13:08:36,766 DEBUG: View 0 : 0.562169312169 +2016-08-19 13:08:36,776 DEBUG: View 1 : 0.524039829303 +2016-08-19 13:08:37,045 DEBUG: View 3 : 0.511330561331 +2016-08-19 13:08:37,150 DEBUG: View 2 : 0.595141700405 +2016-08-19 13:08:37,441 DEBUG: View 4 : 0.524854932302 +2016-08-19 13:08:40,553 DEBUG: Best view : RNASeq_ +2016-08-19 13:08:40,767 DEBUG: Start: Iteration 808 +2016-08-19 13:08:41,133 DEBUG: View 0 : 0.508943313154 +2016-08-19 13:08:41,144 DEBUG: View 1 : 0.545624753646 +2016-08-19 13:08:41,420 DEBUG: View 3 : 0.541685597456 +2016-08-19 13:08:41,561 DEBUG: View 2 : 0.482738095238 +2016-08-19 13:08:41,829 DEBUG: View 4 : 0.545060306275 +2016-08-19 13:08:45,081 DEBUG: Best view : Clinic_ +2016-08-19 13:08:45,296 DEBUG: Start: Iteration 809 +2016-08-19 13:08:45,579 DEBUG: View 0 : 0.501083743842 +2016-08-19 13:08:45,592 DEBUG: View 1 : 0.480265691182 +2016-08-19 13:08:45,860 DEBUG: View 3 : 0.640324214792 +2016-08-19 13:08:45,972 DEBUG: View 2 : 0.588028169014 +2016-08-19 13:08:46,293 DEBUG: View 4 : 0.539179822873 +2016-08-19 13:08:49,526 DEBUG: Best view : Clinic_ +2016-08-19 13:08:49,752 DEBUG: Start: Iteration 810 +2016-08-19 13:08:50,101 DEBUG: View 0 : 0.574404761905 +2016-08-19 13:08:50,115 DEBUG: View 1 : 0.585041387466 +2016-08-19 13:08:50,382 DEBUG: View 3 : 0.486508015533 +2016-08-19 13:08:50,489 DEBUG: View 2 : 0.565217391304 +2016-08-19 13:08:50,803 DEBUG: View 4 : 0.534659090909 +2016-08-19 13:08:54,164 DEBUG: Best view : RNASeq_ +2016-08-19 13:08:54,380 DEBUG: Start: Iteration 811 +2016-08-19 13:08:54,728 DEBUG: View 0 : 0.557692307692 +2016-08-19 13:08:54,739 DEBUG: View 1 : 0.458269230769 +2016-08-19 13:08:55,002 DEBUG: View 3 : 0.575 +2016-08-19 13:08:55,115 DEBUG: View 2 : 0.600669642857 +2016-08-19 13:08:55,464 DEBUG: View 4 : 0.585550935551 +2016-08-19 13:08:58,821 DEBUG: Best view : RNASeq_ +2016-08-19 13:08:59,039 DEBUG: Start: Iteration 812 +2016-08-19 13:08:59,403 DEBUG: View 0 : 0.557627607421 +2016-08-19 13:08:59,415 DEBUG: View 1 : 0.561881188119 +2016-08-19 13:08:59,685 DEBUG: View 3 : 0.594469602081 +2016-08-19 13:08:59,791 DEBUG: View 2 : 0.563460071903 +2016-08-19 13:09:00,085 DEBUG: View 4 : 0.509915286869 +2016-08-19 13:09:03,411 DEBUG: Best view : Clinic_ +2016-08-19 13:09:03,638 DEBUG: Start: Iteration 813 +2016-08-19 13:09:03,925 DEBUG: View 0 : 0.638565488565 +2016-08-19 13:09:03,937 DEBUG: View 1 : 0.60587639311 +2016-08-19 13:09:04,202 DEBUG: View 3 : 0.452194357367 +2016-08-19 13:09:04,309 DEBUG: View 2 : 0.559677419355 +2016-08-19 13:09:04,598 DEBUG: View 4 : 0.494909190974 +2016-08-19 13:09:08,071 DEBUG: Best view : Methyl_ +2016-08-19 13:09:08,291 DEBUG: Start: Iteration 814 +2016-08-19 13:09:08,648 DEBUG: View 0 : 0.512972572276 +2016-08-19 13:09:08,659 DEBUG: View 1 : 0.659771309771 +2016-08-19 13:09:08,927 DEBUG: View 3 : 0.57647515528 +2016-08-19 13:09:09,036 DEBUG: View 2 : 0.54939516129 +2016-08-19 13:09:09,343 DEBUG: View 4 : 0.561744768641 +2016-08-19 13:09:12,643 DEBUG: Best view : MiRNA__ +2016-08-19 13:09:12,880 DEBUG: Start: Iteration 815 +2016-08-19 13:09:13,174 DEBUG: View 0 : 0.584459459459 +2016-08-19 13:09:13,187 DEBUG: View 1 : 0.52118226601 +2016-08-19 13:09:13,454 DEBUG: View 3 : 0.678804347826 +2016-08-19 13:09:13,561 DEBUG: View 2 : 0.538017879458 +2016-08-19 13:09:13,858 DEBUG: View 4 : 0.52582972583 +2016-08-19 13:09:17,021 DEBUG: Best view : Clinic_ +2016-08-19 13:09:17,295 DEBUG: Start: Iteration 816 +2016-08-19 13:09:17,673 DEBUG: View 0 : 0.444814814815 +2016-08-19 13:09:17,684 DEBUG: View 1 : 0.613249516441 +2016-08-19 13:09:17,950 DEBUG: View 3 : 0.641865079365 +2016-08-19 13:09:18,060 DEBUG: View 2 : 0.481579722959 +2016-08-19 13:09:18,356 DEBUG: View 4 : 0.558088465963 +2016-08-19 13:09:22,010 DEBUG: Best view : Clinic_ +2016-08-19 13:09:22,275 DEBUG: Start: Iteration 817 +2016-08-19 13:09:22,605 DEBUG: View 0 : 0.549772151899 +2016-08-19 13:09:22,616 DEBUG: View 1 : 0.828362573099 +2016-08-19 13:09:22,900 DEBUG: View 3 : 0.60263653484 +2016-08-19 13:09:23,041 DEBUG: View 2 : 0.585616438356 +2016-08-19 13:09:23,333 DEBUG: View 4 : 0.539125622579 +2016-08-19 13:09:26,493 DEBUG: Best view : MiRNA__ +2016-08-19 13:09:26,711 DEBUG: Start: Iteration 818 +2016-08-19 13:09:27,015 DEBUG: View 0 : 0.461701861802 +2016-08-19 13:09:27,027 DEBUG: View 1 : 0.417860827697 +2016-08-19 13:09:27,297 DEBUG: View 3 : 0.522924710425 +2016-08-19 13:09:27,408 DEBUG: View 2 : 0.508005386802 +2016-08-19 13:09:27,704 DEBUG: View 4 : 0.536878881988 +2016-08-19 13:09:31,051 DEBUG: Best view : Clinic_ +2016-08-19 13:09:31,273 DEBUG: Start: Iteration 819 +2016-08-19 13:09:31,635 DEBUG: View 0 : 0.575961538462 +2016-08-19 13:09:31,646 DEBUG: View 1 : 0.610532407407 +2016-08-19 13:09:32,008 DEBUG: View 3 : 0.591809006211 +2016-08-19 13:09:32,159 DEBUG: View 2 : 0.552943443492 +2016-08-19 13:09:32,502 DEBUG: View 4 : 0.466666666667 +2016-08-19 13:09:35,787 DEBUG: Best view : Clinic_ +2016-08-19 13:09:36,005 DEBUG: Start: Iteration 820 +2016-08-19 13:09:36,295 DEBUG: View 0 : 0.429771718453 +2016-08-19 13:09:36,307 DEBUG: View 1 : 0.627064035441 +2016-08-19 13:09:36,581 DEBUG: View 3 : 0.528721174004 +2016-08-19 13:09:36,690 DEBUG: View 2 : 0.532366071429 +2016-08-19 13:09:36,978 DEBUG: View 4 : 0.566980832363 +2016-08-19 13:09:40,305 DEBUG: Best view : MiRNA__ +2016-08-19 13:09:40,543 DEBUG: Start: Iteration 821 +2016-08-19 13:09:40,926 DEBUG: View 0 : 0.471627906977 +2016-08-19 13:09:40,936 DEBUG: View 1 : 0.743055555556 +2016-08-19 13:09:41,210 DEBUG: View 3 : 0.615493670886 +2016-08-19 13:09:41,314 DEBUG: View 2 : 0.541057367829 +2016-08-19 13:09:41,606 DEBUG: View 4 : 0.540806008956 +2016-08-19 13:09:44,796 DEBUG: Best view : MiRNA__ +2016-08-19 13:09:45,013 DEBUG: Start: Iteration 822 +2016-08-19 13:09:45,306 DEBUG: View 0 : 0.489378566899 +2016-08-19 13:09:45,319 DEBUG: View 1 : 0.748368382886 +2016-08-19 13:09:45,617 DEBUG: View 3 : 0.597102848865 +2016-08-19 13:09:45,737 DEBUG: View 2 : 0.611847922193 +2016-08-19 13:09:46,011 DEBUG: View 4 : 0.517164179104 +2016-08-19 13:09:49,157 DEBUG: Best view : RNASeq_ +2016-08-19 13:09:49,375 DEBUG: Start: Iteration 823 +2016-08-19 13:09:49,732 DEBUG: View 0 : 0.577976190476 +2016-08-19 13:09:49,742 DEBUG: View 1 : 0.612654938025 +2016-08-19 13:09:50,022 DEBUG: View 3 : 0.550225896376 +2016-08-19 13:09:50,127 DEBUG: View 2 : 0.572993912562 +2016-08-19 13:09:50,436 DEBUG: View 4 : 0.577228327228 +2016-08-19 13:09:53,615 DEBUG: Best view : MiRNA__ +2016-08-19 13:09:53,830 DEBUG: Start: Iteration 824 +2016-08-19 13:09:54,117 DEBUG: View 0 : 0.467648704084 +2016-08-19 13:09:54,130 DEBUG: View 1 : 0.647058823529 +2016-08-19 13:09:54,392 DEBUG: View 3 : 0.600806451613 +2016-08-19 13:09:54,495 DEBUG: View 2 : 0.541685597456 +2016-08-19 13:09:54,786 DEBUG: View 4 : 0.579380764163 +2016-08-19 13:09:58,100 DEBUG: Best view : Clinic_ +2016-08-19 13:09:58,318 DEBUG: Start: Iteration 825 +2016-08-19 13:09:58,632 DEBUG: View 0 : 0.444117647059 +2016-08-19 13:09:58,641 DEBUG: View 1 : 0.529532163743 +2016-08-19 13:09:58,911 DEBUG: View 3 : 0.625 +2016-08-19 13:09:59,020 DEBUG: View 2 : 0.504807692308 +2016-08-19 13:09:59,335 DEBUG: View 4 : 0.537037037037 +2016-08-19 13:10:02,459 DEBUG: Best view : Clinic_ +2016-08-19 13:10:02,694 DEBUG: Start: Iteration 826 +2016-08-19 13:10:03,063 DEBUG: View 0 : 0.517263025738 +2016-08-19 13:10:03,074 DEBUG: View 1 : 0.59328358209 +2016-08-19 13:10:03,340 DEBUG: View 3 : 0.649608938547 +2016-08-19 13:10:03,449 DEBUG: View 2 : 0.579824561404 +2016-08-19 13:10:03,741 DEBUG: View 4 : 0.457613252889 +2016-08-19 13:10:06,946 DEBUG: Best view : Clinic_ +2016-08-19 13:10:07,166 DEBUG: Start: Iteration 827 +2016-08-19 13:10:07,462 DEBUG: View 0 : 0.544117647059 +2016-08-19 13:10:07,471 DEBUG: View 1 : 0.600783143763 +2016-08-19 13:10:07,739 DEBUG: View 3 : 0.689285714286 +2016-08-19 13:10:07,845 DEBUG: View 2 : 0.507777777778 +2016-08-19 13:10:08,161 DEBUG: View 4 : 0.576442526124 +2016-08-19 13:10:11,310 DEBUG: Best view : Clinic_ +2016-08-19 13:10:11,530 DEBUG: Start: Iteration 828 +2016-08-19 13:10:11,821 DEBUG: View 0 : 0.520588235294 +2016-08-19 13:10:11,831 DEBUG: View 1 : 0.615384615385 +2016-08-19 13:10:12,123 DEBUG: View 3 : 0.545060306275 +2016-08-19 13:10:12,269 DEBUG: View 2 : 0.570542635659 +2016-08-19 13:10:12,554 DEBUG: View 4 : 0.57778248438 +2016-08-19 13:10:15,937 DEBUG: Best view : MiRNA__ +2016-08-19 13:10:16,154 DEBUG: Start: Iteration 829 +2016-08-19 13:10:16,456 DEBUG: View 0 : 0.438655462185 +2016-08-19 13:10:16,468 DEBUG: View 1 : 0.535642458101 +2016-08-19 13:10:16,752 DEBUG: View 3 : 0.678370611021 +2016-08-19 13:10:16,886 DEBUG: View 2 : 0.572010869565 +2016-08-19 13:10:17,169 DEBUG: View 4 : 0.557602310067 +2016-08-19 13:10:20,428 DEBUG: Best view : Clinic_ +2016-08-19 13:10:20,648 DEBUG: Start: Iteration 830 +2016-08-19 13:10:20,945 DEBUG: View 0 : 0.540744229863 +2016-08-19 13:10:20,955 DEBUG: View 1 : 0.567934782609 +2016-08-19 13:10:21,229 DEBUG: View 3 : 0.545986177565 +2016-08-19 13:10:21,338 DEBUG: View 2 : 0.608927760109 +2016-08-19 13:10:21,626 DEBUG: View 4 : 0.565217391304 +2016-08-19 13:10:24,787 DEBUG: Best view : Clinic_ +2016-08-19 13:10:25,009 DEBUG: Start: Iteration 831 +2016-08-19 13:10:25,301 DEBUG: View 0 : 0.50568711542 +2016-08-19 13:10:25,311 DEBUG: View 1 : 0.521903599756 +2016-08-19 13:10:25,578 DEBUG: View 3 : 0.521990740741 +2016-08-19 13:10:25,688 DEBUG: View 2 : 0.546144121365 +2016-08-19 13:10:25,983 DEBUG: View 4 : 0.585550935551 +2016-08-19 13:10:29,177 DEBUG: Best view : MRNASeq +2016-08-19 13:10:29,398 DEBUG: Start: Iteration 832 +2016-08-19 13:10:29,702 DEBUG: View 0 : 0.546144121365 +2016-08-19 13:10:29,715 DEBUG: View 1 : 0.46769156858 +2016-08-19 13:10:29,987 DEBUG: View 3 : 0.566517857143 +2016-08-19 13:10:30,092 DEBUG: View 2 : 0.546144121365 +2016-08-19 13:10:30,380 DEBUG: View 4 : 0.487383540373 +2016-08-19 13:10:33,692 DEBUG: Best view : Clinic_ +2016-08-19 13:10:33,920 DEBUG: Start: Iteration 833 +2016-08-19 13:10:34,294 DEBUG: View 0 : 0.423466200175 +2016-08-19 13:10:34,306 DEBUG: View 1 : 0.612047697368 +2016-08-19 13:10:34,607 DEBUG: View 3 : 0.579831932773 +2016-08-19 13:10:34,725 DEBUG: View 2 : 0.555133928571 +2016-08-19 13:10:35,017 DEBUG: View 4 : 0.535573512022 +2016-08-19 13:10:38,275 DEBUG: Best view : Clinic_ +2016-08-19 13:10:38,494 DEBUG: Start: Iteration 834 +2016-08-19 13:10:38,780 DEBUG: View 0 : 0.439969239642 +2016-08-19 13:10:38,794 DEBUG: View 1 : 0.546092796093 +2016-08-19 13:10:39,060 DEBUG: View 3 : 0.600806451613 +2016-08-19 13:10:39,167 DEBUG: View 2 : 0.530254206946 +2016-08-19 13:10:39,458 DEBUG: View 4 : 0.572152509653 +2016-08-19 13:10:42,829 DEBUG: Best view : Clinic_ +2016-08-19 13:10:43,051 DEBUG: Start: Iteration 835 +2016-08-19 13:10:43,439 DEBUG: View 0 : 0.588235294118 +2016-08-19 13:10:43,448 DEBUG: View 1 : 0.610532407407 +2016-08-19 13:10:43,747 DEBUG: View 3 : 0.482926829268 +2016-08-19 13:10:43,859 DEBUG: View 2 : 0.539125622579 +2016-08-19 13:10:44,201 DEBUG: View 4 : 0.538017879458 +2016-08-19 13:10:47,515 DEBUG: Best view : MiRNA__ +2016-08-19 13:10:47,742 DEBUG: Start: Iteration 836 +2016-08-19 13:10:48,048 DEBUG: View 0 : 0.405257393209 +2016-08-19 13:10:48,058 DEBUG: View 1 : 0.621590909091 +2016-08-19 13:10:48,327 DEBUG: View 3 : 0.605902777778 +2016-08-19 13:10:48,447 DEBUG: View 2 : 0.550415052573 +2016-08-19 13:10:48,732 DEBUG: View 4 : 0.537435049598 +2016-08-19 13:10:51,937 DEBUG: Best view : MiRNA__ +2016-08-19 13:10:52,157 DEBUG: Start: Iteration 837 +2016-08-19 13:10:52,509 DEBUG: View 0 : 0.554267310789 +2016-08-19 13:10:52,521 DEBUG: View 1 : 0.475 +2016-08-19 13:10:52,804 DEBUG: View 3 : 0.577901785714 +2016-08-19 13:10:52,934 DEBUG: View 2 : 0.572993912562 +2016-08-19 13:10:53,253 DEBUG: View 4 : 0.552776082977 +2016-08-19 13:10:56,692 DEBUG: Best view : Clinic_ +2016-08-19 13:10:56,950 DEBUG: Start: Iteration 838 +2016-08-19 13:10:57,259 DEBUG: View 0 : 0.396348012889 +2016-08-19 13:10:57,269 DEBUG: View 1 : 0.503452299912 +2016-08-19 13:10:57,538 DEBUG: View 3 : 0.476641414141 +2016-08-19 13:10:57,663 DEBUG: View 2 : 0.524733937722 +2016-08-19 13:10:57,988 DEBUG: View 4 : 0.577914965648 +2016-08-19 13:11:01,405 DEBUG: Best view : MRNASeq +2016-08-19 13:11:01,633 DEBUG: Start: Iteration 839 +2016-08-19 13:11:01,976 DEBUG: View 0 : 0.535231660232 +2016-08-19 13:11:01,989 DEBUG: View 1 : 0.824431818182 +2016-08-19 13:11:02,269 DEBUG: View 3 : 0.626893939394 +2016-08-19 13:11:02,438 DEBUG: View 2 : 0.570352486721 +2016-08-19 13:11:02,731 DEBUG: View 4 : 0.501400289715 +2016-08-19 13:11:06,117 DEBUG: Best view : MiRNA__ +2016-08-19 13:11:06,340 DEBUG: Start: Iteration 840 +2016-08-19 13:11:06,715 DEBUG: View 0 : 0.550802139037 +2016-08-19 13:11:06,726 DEBUG: View 1 : 0.687797468354 +2016-08-19 13:11:07,002 DEBUG: View 3 : 0.475266062278 +2016-08-19 13:11:07,126 DEBUG: View 2 : 0.515471028774 +2016-08-19 13:11:07,484 DEBUG: View 4 : 0.538173185056 +2016-08-19 13:11:10,907 DEBUG: Best view : MiRNA__ +2016-08-19 13:11:11,131 DEBUG: Start: Iteration 841 +2016-08-19 13:11:11,424 DEBUG: View 0 : 0.574948024948 +2016-08-19 13:11:11,435 DEBUG: View 1 : 0.748368382886 +2016-08-19 13:11:11,722 DEBUG: View 3 : 0.659165587972 +2016-08-19 13:11:11,839 DEBUG: View 2 : 0.562968005446 +2016-08-19 13:11:12,135 DEBUG: View 4 : 0.529360800924 +2016-08-19 13:11:15,656 DEBUG: Best view : Clinic_ +2016-08-19 13:11:15,879 DEBUG: Start: Iteration 842 +2016-08-19 13:11:16,194 DEBUG: View 0 : 0.637735109718 +2016-08-19 13:11:16,204 DEBUG: View 1 : 0.567204301075 +2016-08-19 13:11:16,486 DEBUG: View 3 : 0.561344537815 +2016-08-19 13:11:16,621 DEBUG: View 2 : 0.576442526124 +2016-08-19 13:11:16,916 DEBUG: View 4 : 0.5523477503 +2016-08-19 13:11:20,256 DEBUG: Best view : Methyl_ +2016-08-19 13:11:20,501 DEBUG: Start: Iteration 843 +2016-08-19 13:11:20,872 DEBUG: View 0 : 0.760044642857 +2016-08-19 13:11:20,885 DEBUG: View 1 : 0.668808114962 +2016-08-19 13:11:21,150 DEBUG: View 3 : 0.569959677419 +2016-08-19 13:11:21,267 DEBUG: View 2 : 0.547313797314 +2016-08-19 13:11:21,576 DEBUG: View 4 : 0.554117295629 +2016-08-19 13:11:24,813 DEBUG: Best view : Methyl_ +2016-08-19 13:11:25,036 DEBUG: Start: Iteration 844 +2016-08-19 13:11:25,391 DEBUG: View 0 : 0.601680672269 +2016-08-19 13:11:25,401 DEBUG: View 1 : 0.609055080265 +2016-08-19 13:11:25,668 DEBUG: View 3 : 0.57417794971 +2016-08-19 13:11:25,777 DEBUG: View 2 : 0.54419729207 +2016-08-19 13:11:26,065 DEBUG: View 4 : 0.509598214286 +2016-08-19 13:11:29,298 DEBUG: Best view : MiRNA__ +2016-08-19 13:11:29,518 DEBUG: Start: Iteration 845 +2016-08-19 13:11:29,813 DEBUG: View 0 : 0.368115942029 +2016-08-19 13:11:29,824 DEBUG: View 1 : 0.530123107092 +2016-08-19 13:11:30,095 DEBUG: View 3 : 0.572674418605 +2016-08-19 13:11:30,203 DEBUG: View 2 : 0.532366071429 +2016-08-19 13:11:30,492 DEBUG: View 4 : 0.535947712418 +2016-08-19 13:11:33,671 DEBUG: Best view : Clinic_ +2016-08-19 13:11:33,892 DEBUG: Start: Iteration 846 +2016-08-19 13:11:34,185 DEBUG: View 0 : 0.508928571429 +2016-08-19 13:11:34,196 DEBUG: View 1 : 0.668973214286 +2016-08-19 13:11:34,459 DEBUG: View 3 : 0.675465838509 +2016-08-19 13:11:34,567 DEBUG: View 2 : 0.527133326695 +2016-08-19 13:11:34,855 DEBUG: View 4 : 0.5216622458 +2016-08-19 13:11:38,075 DEBUG: Best view : MiRNA__ +2016-08-19 13:11:38,299 DEBUG: Start: Iteration 847 +2016-08-19 13:11:38,593 DEBUG: View 0 : 0.459558823529 +2016-08-19 13:11:38,604 DEBUG: View 1 : 0.696393378006 +2016-08-19 13:11:38,877 DEBUG: View 3 : 0.597661785546 +2016-08-19 13:11:38,989 DEBUG: View 2 : 0.589915966387 +2016-08-19 13:11:39,278 DEBUG: View 4 : 0.534745065789 +2016-08-19 13:11:42,502 DEBUG: Best view : MiRNA__ +2016-08-19 13:11:42,724 DEBUG: Start: Iteration 848 +2016-08-19 13:11:43,015 DEBUG: View 0 : 0.550999545661 +2016-08-19 13:11:43,026 DEBUG: View 1 : 0.648358585859 +2016-08-19 13:11:43,290 DEBUG: View 3 : 0.57183908046 +2016-08-19 13:11:43,398 DEBUG: View 2 : 0.581909937888 +2016-08-19 13:11:43,680 DEBUG: View 4 : 0.503289473684 +2016-08-19 13:11:46,919 DEBUG: Best view : MiRNA__ +2016-08-19 13:11:47,142 DEBUG: Start: Iteration 849 +2016-08-19 13:11:47,440 DEBUG: View 0 : 0.55266955267 +2016-08-19 13:11:47,454 DEBUG: View 1 : 0.488566827697 +2016-08-19 13:11:47,718 DEBUG: View 3 : 0.531923076923 +2016-08-19 13:11:47,824 DEBUG: View 2 : 0.530626853461 +2016-08-19 13:11:48,128 DEBUG: View 4 : 0.532860759494 +2016-08-19 13:11:51,482 DEBUG: Best view : RNASeq_ +2016-08-19 13:11:51,708 DEBUG: Start: Iteration 850 +2016-08-19 13:11:51,994 DEBUG: View 0 : 0.555367709214 +2016-08-19 13:11:52,006 DEBUG: View 1 : 0.582887700535 +2016-08-19 13:11:52,271 DEBUG: View 3 : 0.508450024143 +2016-08-19 13:11:52,378 DEBUG: View 2 : 0.518420277041 +2016-08-19 13:11:52,668 DEBUG: View 4 : 0.583333333333 +2016-08-19 13:11:55,949 DEBUG: Best view : MRNASeq +2016-08-19 13:11:56,178 DEBUG: Start: Iteration 851 +2016-08-19 13:11:56,467 DEBUG: View 0 : 0.50632183908 +2016-08-19 13:11:56,479 DEBUG: View 1 : 0.716582914573 +2016-08-19 13:11:56,751 DEBUG: View 3 : 0.551538461538 +2016-08-19 13:11:56,857 DEBUG: View 2 : 0.536878881988 +2016-08-19 13:11:57,151 DEBUG: View 4 : 0.636363636364 +2016-08-19 13:12:00,413 DEBUG: Best view : MRNASeq +2016-08-19 13:12:00,638 DEBUG: Start: Iteration 852 +2016-08-19 13:12:00,931 DEBUG: View 0 : 0.557049418605 +2016-08-19 13:12:00,942 DEBUG: View 1 : 0.622134038801 +2016-08-19 13:12:01,209 DEBUG: View 3 : 0.527821316614 +2016-08-19 13:12:01,321 DEBUG: View 2 : 0.543317230274 +2016-08-19 13:12:01,607 DEBUG: View 4 : 0.491600353669 +2016-08-19 13:12:04,865 DEBUG: Best view : MiRNA__ +2016-08-19 13:12:05,088 DEBUG: Start: Iteration 853 +2016-08-19 13:12:05,452 DEBUG: View 0 : 0.558179525393 +2016-08-19 13:12:05,461 DEBUG: View 1 : 0.57647515528 +2016-08-19 13:12:05,737 DEBUG: View 3 : 0.611607142857 +2016-08-19 13:12:05,845 DEBUG: View 2 : 0.514020517831 +2016-08-19 13:12:06,132 DEBUG: View 4 : 0.566550925926 +2016-08-19 13:12:09,389 DEBUG: Best view : Clinic_ +2016-08-19 13:12:09,616 DEBUG: Start: Iteration 854 +2016-08-19 13:12:09,905 DEBUG: View 0 : 0.466783216783 +2016-08-19 13:12:09,916 DEBUG: View 1 : 0.614219881501 +2016-08-19 13:12:10,179 DEBUG: View 3 : 0.530617408907 +2016-08-19 13:12:10,293 DEBUG: View 2 : 0.501873417722 +2016-08-19 13:12:10,579 DEBUG: View 4 : 0.513633298006 +2016-08-19 13:12:13,882 DEBUG: Best view : MiRNA__ +2016-08-19 13:12:14,105 DEBUG: Start: Iteration 855 +2016-08-19 13:12:14,404 DEBUG: View 0 : 0.58357025288 +2016-08-19 13:12:14,416 DEBUG: View 1 : 0.608383949019 +2016-08-19 13:12:14,684 DEBUG: View 3 : 0.571428571429 +2016-08-19 13:12:14,797 DEBUG: View 2 : 0.5216622458 +2016-08-19 13:12:15,113 DEBUG: View 4 : 0.556427125506 +2016-08-19 13:12:18,360 DEBUG: Best view : MiRNA__ +2016-08-19 13:12:18,585 DEBUG: Start: Iteration 856 +2016-08-19 13:12:18,895 DEBUG: View 0 : 0.619604056012 +2016-08-19 13:12:18,905 DEBUG: View 1 : 0.581512605042 +2016-08-19 13:12:19,172 DEBUG: View 3 : 0.745861253449 +2016-08-19 13:12:19,281 DEBUG: View 2 : 0.572598516235 +2016-08-19 13:12:19,572 DEBUG: View 4 : 0.520175438596 +2016-08-19 13:12:22,855 DEBUG: Best view : Clinic_ +2016-08-19 13:12:23,081 DEBUG: Start: Iteration 857 +2016-08-19 13:12:23,432 DEBUG: View 0 : 0.444993412385 +2016-08-19 13:12:23,445 DEBUG: View 1 : 0.534332688588 +2016-08-19 13:12:23,708 DEBUG: View 3 : 0.488441558442 +2016-08-19 13:12:23,818 DEBUG: View 2 : 0.570183086312 +2016-08-19 13:12:24,107 DEBUG: View 4 : 0.579380764163 +2016-08-19 13:12:27,386 DEBUG: Best view : MRNASeq +2016-08-19 13:12:27,612 DEBUG: Start: Iteration 858 +2016-08-19 13:12:27,968 DEBUG: View 0 : 0.448629498415 +2016-08-19 13:12:27,979 DEBUG: View 1 : 0.668808114962 +2016-08-19 13:12:28,245 DEBUG: View 3 : 0.581909937888 +2016-08-19 13:12:28,357 DEBUG: View 2 : 0.539179822873 +2016-08-19 13:12:28,644 DEBUG: View 4 : 0.532860759494 +2016-08-19 13:12:31,960 DEBUG: Best view : MiRNA__ +2016-08-19 13:12:32,194 DEBUG: Start: Iteration 859 +2016-08-19 13:12:32,491 DEBUG: View 0 : 0.457142857143 +2016-08-19 13:12:32,501 DEBUG: View 1 : 0.558267945365 +2016-08-19 13:12:32,769 DEBUG: View 3 : 0.531237295026 +2016-08-19 13:12:32,882 DEBUG: View 2 : 0.590579710145 +2016-08-19 13:12:33,166 DEBUG: View 4 : 0.56 +2016-08-19 13:12:36,576 DEBUG: Best view : RNASeq_ +2016-08-19 13:12:36,806 DEBUG: Start: Iteration 860 +2016-08-19 13:12:37,165 DEBUG: View 0 : 0.537906514692 +2016-08-19 13:12:37,175 DEBUG: View 1 : 0.733489268024 +2016-08-19 13:12:37,438 DEBUG: View 3 : 0.595576923077 +2016-08-19 13:12:37,549 DEBUG: View 2 : 0.490303878449 +2016-08-19 13:12:37,875 DEBUG: View 4 : 0.563460071903 +2016-08-19 13:12:41,281 DEBUG: Best view : MiRNA__ +2016-08-19 13:12:41,513 DEBUG: Start: Iteration 861 +2016-08-19 13:12:41,885 DEBUG: View 0 : 0.454668079776 +2016-08-19 13:12:41,885 DEBUG: View 1 : 0.697113430004 +2016-08-19 13:12:42,165 DEBUG: View 3 : 0.520631209819 +2016-08-19 13:12:42,323 DEBUG: View 2 : 0.528213015476 +2016-08-19 13:12:42,611 DEBUG: View 4 : 0.616014026885 +2016-08-19 13:12:45,998 DEBUG: Best view : MiRNA__ +2016-08-19 13:12:46,248 DEBUG: Start: Iteration 862 +2016-08-19 13:12:46,636 DEBUG: View 0 : 0.563775510204 +2016-08-19 13:12:46,648 DEBUG: View 1 : 0.582887700535 +2016-08-19 13:12:46,943 DEBUG: View 3 : 0.554675324675 +2016-08-19 13:12:47,077 DEBUG: View 2 : 0.540540540541 +2016-08-19 13:12:47,402 DEBUG: View 4 : 0.570352486721 +2016-08-19 13:12:50,982 DEBUG: Best view : Clinic_ +2016-08-19 13:12:51,211 DEBUG: Start: Iteration 863 +2016-08-19 13:12:51,563 DEBUG: View 0 : 0.556471306471 +2016-08-19 13:12:51,577 DEBUG: View 1 : 0.52118226601 +2016-08-19 13:12:51,843 DEBUG: View 3 : 0.528372093023 +2016-08-19 13:12:51,962 DEBUG: View 2 : 0.5216622458 +2016-08-19 13:12:52,275 DEBUG: View 4 : 0.503805761634 +2016-08-19 13:12:55,624 DEBUG: Best view : MiRNA__ +2016-08-19 13:12:55,854 DEBUG: Start: Iteration 864 +2016-08-19 13:12:56,177 DEBUG: View 0 : 0.508943313154 +2016-08-19 13:12:56,178 DEBUG: View 1 : 0.575901974132 +2016-08-19 13:12:56,446 DEBUG: View 3 : 0.604157782516 +2016-08-19 13:12:56,557 DEBUG: View 2 : 0.539125622579 +2016-08-19 13:12:56,847 DEBUG: View 4 : 0.537011557512 +2016-08-19 13:13:00,107 DEBUG: Best view : Clinic_ +2016-08-19 13:13:00,338 DEBUG: Start: Iteration 865 +2016-08-19 13:13:00,697 DEBUG: View 0 : 0.562091503268 +2016-08-19 13:13:00,708 DEBUG: View 1 : 0.508630731759 +2016-08-19 13:13:00,974 DEBUG: View 3 : 0.573529411765 +2016-08-19 13:13:01,086 DEBUG: View 2 : 0.568070818071 +2016-08-19 13:13:01,377 DEBUG: View 4 : 0.482738095238 +2016-08-19 13:13:04,726 DEBUG: Best view : RNASeq_ +2016-08-19 13:13:04,956 DEBUG: Start: Iteration 866 +2016-08-19 13:13:05,250 DEBUG: View 0 : 0.5125 +2016-08-19 13:13:05,262 DEBUG: View 1 : 0.575901974132 +2016-08-19 13:13:05,525 DEBUG: View 3 : 0.614379084967 +2016-08-19 13:13:05,638 DEBUG: View 2 : 0.561744768641 +2016-08-19 13:13:05,924 DEBUG: View 4 : 0.545624753646 +2016-08-19 13:13:09,238 DEBUG: Best view : Clinic_ +2016-08-19 13:13:09,465 DEBUG: Start: Iteration 867 +2016-08-19 13:13:09,843 DEBUG: View 0 : 0.547794117647 +2016-08-19 13:13:09,853 DEBUG: View 1 : 0.672570850202 +2016-08-19 13:13:10,117 DEBUG: View 3 : 0.586226851852 +2016-08-19 13:13:10,232 DEBUG: View 2 : 0.518744551003 +2016-08-19 13:13:10,521 DEBUG: View 4 : 0.56 +2016-08-19 13:13:13,820 DEBUG: Best view : MiRNA__ +2016-08-19 13:13:14,048 DEBUG: Start: Iteration 868 +2016-08-19 13:13:14,354 DEBUG: View 0 : 0.544584139265 +2016-08-19 13:13:14,365 DEBUG: View 1 : 0.427989130435 +2016-08-19 13:13:14,632 DEBUG: View 3 : 0.726713448044 +2016-08-19 13:13:14,745 DEBUG: View 2 : 0.540329469189 +2016-08-19 13:13:15,029 DEBUG: View 4 : 0.510617760618 +2016-08-19 13:13:18,361 DEBUG: Best view : Clinic_ +2016-08-19 13:13:18,590 DEBUG: Start: Iteration 869 +2016-08-19 13:13:18,882 DEBUG: View 0 : 0.56974789916 +2016-08-19 13:13:18,893 DEBUG: View 1 : 0.628136200717 +2016-08-19 13:13:19,158 DEBUG: View 3 : 0.532366071429 +2016-08-19 13:13:19,271 DEBUG: View 2 : 0.556346153846 +2016-08-19 13:13:19,558 DEBUG: View 4 : 0.510617760618 +2016-08-19 13:13:22,995 DEBUG: Best view : MiRNA__ +2016-08-19 13:13:23,224 DEBUG: Start: Iteration 870 +2016-08-19 13:13:23,572 DEBUG: View 0 : 0.491759702286 +2016-08-19 13:13:23,582 DEBUG: View 1 : 0.511557788945 +2016-08-19 13:13:23,845 DEBUG: View 3 : 0.508603287513 +2016-08-19 13:13:23,958 DEBUG: View 2 : 0.503676470588 +2016-08-19 13:13:24,241 DEBUG: View 4 : 0.585829720142 +2016-08-19 13:13:27,614 DEBUG: Best view : MRNASeq +2016-08-19 13:13:27,855 DEBUG: Start: Iteration 871 +2016-08-19 13:13:28,170 DEBUG: View 0 : 0.540329469189 +2016-08-19 13:13:28,179 DEBUG: View 1 : 0.600789993417 +2016-08-19 13:13:28,464 DEBUG: View 3 : 0.551724137931 +2016-08-19 13:13:28,577 DEBUG: View 2 : 0.558823529412 +2016-08-19 13:13:28,873 DEBUG: View 4 : 0.560030760358 +2016-08-19 13:13:32,430 DEBUG: Best view : MiRNA__ +2016-08-19 13:13:32,678 DEBUG: Start: Iteration 872 +2016-08-19 13:13:32,980 DEBUG: View 0 : 0.51871657754 +2016-08-19 13:13:32,990 DEBUG: View 1 : 0.698656740573 +2016-08-19 13:13:33,259 DEBUG: View 3 : 0.68680499828 +2016-08-19 13:13:33,378 DEBUG: View 2 : 0.555133928571 +2016-08-19 13:13:33,679 DEBUG: View 4 : 0.54512195122 +2016-08-19 13:13:37,169 DEBUG: Best view : Clinic_ +2016-08-19 13:13:37,460 DEBUG: Start: Iteration 873 +2016-08-19 13:13:37,770 DEBUG: View 0 : 0.380412670735 +2016-08-19 13:13:37,780 DEBUG: View 1 : 0.465162966462 +2016-08-19 13:13:38,054 DEBUG: View 3 : 0.67865497076 +2016-08-19 13:13:38,168 DEBUG: View 2 : 0.599533799534 +2016-08-19 13:13:38,476 DEBUG: View 4 : 0.519570707071 +2016-08-19 13:13:42,083 DEBUG: Best view : Clinic_ +2016-08-19 13:13:42,313 DEBUG: Start: Iteration 874 +2016-08-19 13:13:42,604 DEBUG: View 0 : 0.448629498415 +2016-08-19 13:13:42,614 DEBUG: View 1 : 0.457142857143 +2016-08-19 13:13:42,879 DEBUG: View 3 : 0.573529411765 +2016-08-19 13:13:42,990 DEBUG: View 2 : 0.527060198714 +2016-08-19 13:13:43,280 DEBUG: View 4 : 0.498397435897 +2016-08-19 13:13:46,719 DEBUG: Best view : Clinic_ +2016-08-19 13:13:46,989 DEBUG: Start: Iteration 875 +2016-08-19 13:13:47,325 DEBUG: View 0 : 0.562770979863 +2016-08-19 13:13:47,335 DEBUG: View 1 : 0.454166666667 +2016-08-19 13:13:47,621 DEBUG: View 3 : 0.555233494364 +2016-08-19 13:13:47,742 DEBUG: View 2 : 0.541283486605 +2016-08-19 13:13:48,035 DEBUG: View 4 : 0.585637518319 +2016-08-19 13:13:51,529 DEBUG: Best view : MRNASeq +2016-08-19 13:13:51,765 DEBUG: Start: Iteration 876 +2016-08-19 13:13:52,138 DEBUG: View 0 : 0.38354320869 +2016-08-19 13:13:52,150 DEBUG: View 1 : 0.4765625 +2016-08-19 13:13:52,424 DEBUG: View 3 : 0.54375 +2016-08-19 13:13:52,543 DEBUG: View 2 : 0.550651859005 +2016-08-19 13:13:52,849 DEBUG: View 4 : 0.52251552795 +2016-08-19 13:13:56,356 DEBUG: Best view : Clinic_ +2016-08-19 13:13:56,585 DEBUG: Start: Iteration 877 +2016-08-19 13:13:56,881 DEBUG: View 0 : 0.441182133231 +2016-08-19 13:13:56,890 DEBUG: View 1 : 0.665836901324 +2016-08-19 13:13:57,165 DEBUG: View 3 : 0.534659090909 +2016-08-19 13:13:57,279 DEBUG: View 2 : 0.607317073171 +2016-08-19 13:13:57,597 DEBUG: View 4 : 0.536585365854 +2016-08-19 13:14:01,083 DEBUG: Best view : MiRNA__ +2016-08-19 13:14:01,345 DEBUG: Start: Iteration 878 +2016-08-19 13:14:01,653 DEBUG: View 0 : 0.547794117647 +2016-08-19 13:14:01,664 DEBUG: View 1 : 0.641865079365 +2016-08-19 13:14:01,939 DEBUG: View 3 : 0.573791102515 +2016-08-19 13:14:02,081 DEBUG: View 2 : 0.56366362614 +2016-08-19 13:14:02,379 DEBUG: View 4 : 0.523386034256 +2016-08-19 13:14:05,878 DEBUG: Best view : MiRNA__ +2016-08-19 13:14:06,110 DEBUG: Start: Iteration 879 +2016-08-19 13:14:06,417 DEBUG: View 0 : 0.54375 +2016-08-19 13:14:06,427 DEBUG: View 1 : 0.386673773987 +2016-08-19 13:14:06,701 DEBUG: View 3 : 0.532962962963 +2016-08-19 13:14:06,823 DEBUG: View 2 : 0.513774671053 +2016-08-19 13:14:07,141 DEBUG: View 4 : 0.606651927329 +2016-08-19 13:14:10,538 DEBUG: Best view : MRNASeq +2016-08-19 13:14:10,771 DEBUG: Start: Iteration 880 +2016-08-19 13:14:11,144 DEBUG: View 0 : 0.571535181237 +2016-08-19 13:14:11,155 DEBUG: View 1 : 0.454545454545 +2016-08-19 13:14:11,426 DEBUG: View 3 : 0.651218807207 +2016-08-19 13:14:11,537 DEBUG: View 2 : 0.554267310789 +2016-08-19 13:14:11,840 DEBUG: View 4 : 0.543917928676 +2016-08-19 13:14:15,363 DEBUG: Best view : Clinic_ +2016-08-19 13:14:15,648 DEBUG: Start: Iteration 881 +2016-08-19 13:14:15,957 DEBUG: View 0 : 0.520588235294 +2016-08-19 13:14:15,967 DEBUG: View 1 : 0.3038438072 +2016-08-19 13:14:16,259 DEBUG: View 3 : 0.54311590712 +2016-08-19 13:14:16,386 DEBUG: View 2 : 0.575778478518 +2016-08-19 13:14:16,693 DEBUG: View 4 : 0.549480396788 +2016-08-19 13:14:20,102 DEBUG: Best view : RNASeq_ +2016-08-19 13:14:20,333 DEBUG: Start: Iteration 882 +2016-08-19 13:14:20,618 DEBUG: View 0 : 0.511339014878 +2016-08-19 13:14:20,631 DEBUG: View 1 : 0.628826530612 +2016-08-19 13:14:20,897 DEBUG: View 3 : 0.615192307692 +2016-08-19 13:14:21,008 DEBUG: View 2 : 0.517414283778 +2016-08-19 13:14:21,302 DEBUG: View 4 : 0.633798449612 +2016-08-19 13:14:24,859 DEBUG: Best view : MRNASeq +2016-08-19 13:14:25,092 DEBUG: Start: Iteration 883 +2016-08-19 13:14:25,399 DEBUG: View 0 : 0.571488469602 +2016-08-19 13:14:25,410 DEBUG: View 1 : 0.627064035441 +2016-08-19 13:14:25,685 DEBUG: View 3 : 0.545555555556 +2016-08-19 13:14:25,822 DEBUG: View 2 : 0.615467239527 +2016-08-19 13:14:26,120 DEBUG: View 4 : 0.536756248039 +2016-08-19 13:14:29,739 DEBUG: Best view : RNASeq_ +2016-08-19 13:14:29,982 DEBUG: Start: Iteration 884 +2016-08-19 13:14:30,294 DEBUG: View 0 : 0.51871657754 +2016-08-19 13:14:30,305 DEBUG: View 1 : 0.642592396484 +2016-08-19 13:14:30,577 DEBUG: View 3 : 0.637370042357 +2016-08-19 13:14:30,699 DEBUG: View 2 : 0.551479408237 +2016-08-19 13:14:31,032 DEBUG: View 4 : 0.551538461538 +2016-08-19 13:14:34,582 DEBUG: Best view : MiRNA__ +2016-08-19 13:14:34,822 DEBUG: Start: Iteration 885 +2016-08-19 13:14:35,114 DEBUG: View 0 : 0.445882704371 +2016-08-19 13:14:35,125 DEBUG: View 1 : 0.555968992248 +2016-08-19 13:14:35,392 DEBUG: View 3 : 0.553793206644 +2016-08-19 13:14:35,506 DEBUG: View 2 : 0.467137096774 +2016-08-19 13:14:35,794 DEBUG: View 4 : 0.590086792847 +2016-08-19 13:14:39,185 DEBUG: Best view : MRNASeq +2016-08-19 13:14:39,416 DEBUG: Start: Iteration 886 +2016-08-19 13:14:39,770 DEBUG: View 0 : 0.555539505995 +2016-08-19 13:14:39,781 DEBUG: View 1 : 0.433673469388 +2016-08-19 13:14:40,043 DEBUG: View 3 : 0.664160401003 +2016-08-19 13:14:40,161 DEBUG: View 2 : 0.591471147749 +2016-08-19 13:14:40,448 DEBUG: View 4 : 0.556399766219 +2016-08-19 13:14:44,183 DEBUG: Best view : Clinic_ +2016-08-19 13:14:44,421 DEBUG: Start: Iteration 887 +2016-08-19 13:14:44,730 DEBUG: View 0 : 0.508005386802 +2016-08-19 13:14:44,742 DEBUG: View 1 : 0.567204301075 +2016-08-19 13:14:45,013 DEBUG: View 3 : 0.517712550607 +2016-08-19 13:14:45,132 DEBUG: View 2 : 0.553571428571 +2016-08-19 13:14:45,422 DEBUG: View 4 : 0.573930217248 +2016-08-19 13:14:48,939 DEBUG: Best view : MRNASeq +2016-08-19 13:14:49,183 DEBUG: Start: Iteration 888 +2016-08-19 13:14:49,489 DEBUG: View 0 : 0.519327731092 +2016-08-19 13:14:49,501 DEBUG: View 1 : 0.572010869565 +2016-08-19 13:14:49,773 DEBUG: View 3 : 0.542976939203 +2016-08-19 13:14:49,893 DEBUG: View 2 : 0.567758637857 +2016-08-19 13:14:50,191 DEBUG: View 4 : 0.612053571429 +2016-08-19 13:14:53,621 DEBUG: Best view : MRNASeq +2016-08-19 13:14:53,861 DEBUG: Start: Iteration 889 +2016-08-19 13:14:54,161 DEBUG: View 0 : 0.446116267709 +2016-08-19 13:14:54,173 DEBUG: View 1 : 0.501453488372 +2016-08-19 13:14:54,439 DEBUG: View 3 : 0.594696969697 +2016-08-19 13:14:54,554 DEBUG: View 2 : 0.583104062146 +2016-08-19 13:14:54,848 DEBUG: View 4 : 0.585829720142 +2016-08-19 13:14:58,286 DEBUG: Best view : Clinic_ +2016-08-19 13:14:58,519 DEBUG: Start: Iteration 890 +2016-08-19 13:14:58,875 DEBUG: View 0 : 0.532186948854 +2016-08-19 13:14:58,886 DEBUG: View 1 : 0.647058823529 +2016-08-19 13:14:59,152 DEBUG: View 3 : 0.498397435897 +2016-08-19 13:14:59,266 DEBUG: View 2 : 0.577669310555 +2016-08-19 13:14:59,557 DEBUG: View 4 : 0.530254206946 +2016-08-19 13:15:03,012 DEBUG: Best view : MiRNA__ +2016-08-19 13:15:03,249 DEBUG: Start: Iteration 891 +2016-08-19 13:15:03,547 DEBUG: View 0 : 0.486631016043 +2016-08-19 13:15:03,559 DEBUG: View 1 : 0.8175 +2016-08-19 13:15:03,840 DEBUG: View 3 : 0.487852664577 +2016-08-19 13:15:03,971 DEBUG: View 2 : 0.541035353535 +2016-08-19 13:15:04,260 DEBUG: View 4 : 0.558088465963 +2016-08-19 13:15:07,775 DEBUG: Best view : MiRNA__ +2016-08-19 13:15:08,009 DEBUG: Start: Iteration 892 +2016-08-19 13:15:08,302 DEBUG: View 0 : 0.457142857143 +2016-08-19 13:15:08,315 DEBUG: View 1 : 0.651782583285 +2016-08-19 13:15:08,582 DEBUG: View 3 : 0.596507076182 +2016-08-19 13:15:08,699 DEBUG: View 2 : 0.548387096774 +2016-08-19 13:15:08,986 DEBUG: View 4 : 0.50162098438 +2016-08-19 13:15:12,545 DEBUG: Best view : MiRNA__ +2016-08-19 13:15:12,779 DEBUG: Start: Iteration 893 +2016-08-19 13:15:13,153 DEBUG: View 0 : 0.547313797314 +2016-08-19 13:15:13,164 DEBUG: View 1 : 0.645336963921 +2016-08-19 13:15:13,433 DEBUG: View 3 : 0.568070818071 +2016-08-19 13:15:13,546 DEBUG: View 2 : 0.543139293139 +2016-08-19 13:15:13,842 DEBUG: View 4 : 0.580241935484 +2016-08-19 13:15:17,372 DEBUG: Best view : MiRNA__ +2016-08-19 13:15:17,609 DEBUG: Start: Iteration 894 +2016-08-19 13:15:17,980 DEBUG: View 0 : 0.51871657754 +2016-08-19 13:15:17,992 DEBUG: View 1 : 0.596153846154 +2016-08-19 13:15:18,269 DEBUG: View 3 : 0.612654938025 +2016-08-19 13:15:18,393 DEBUG: View 2 : 0.512972572276 +2016-08-19 13:15:18,682 DEBUG: View 4 : 0.504054714216 +2016-08-19 13:15:22,288 DEBUG: Best view : Clinic_ +2016-08-19 13:15:22,549 DEBUG: Start: Iteration 895 +2016-08-19 13:15:22,910 DEBUG: View 0 : 0.453907203907 +2016-08-19 13:15:22,921 DEBUG: View 1 : 0.582887700535 +2016-08-19 13:15:23,207 DEBUG: View 3 : 0.644615384615 +2016-08-19 13:15:23,359 DEBUG: View 2 : 0.606756756757 +2016-08-19 13:15:23,744 DEBUG: View 4 : 0.487373737374 +2016-08-19 13:15:27,380 DEBUG: Best view : Clinic_ +2016-08-19 13:15:27,629 DEBUG: Start: Iteration 896 +2016-08-19 13:15:27,934 DEBUG: View 0 : 0.645871383255 +2016-08-19 13:15:27,947 DEBUG: View 1 : 0.642481203008 +2016-08-19 13:15:28,237 DEBUG: View 3 : 0.477208313651 +2016-08-19 13:15:28,326 DEBUG: View 2 : 0.502976190476 +2016-08-19 13:15:28,620 DEBUG: View 4 : 0.569959677419 +2016-08-19 13:15:32,056 DEBUG: Best view : Methyl_ +2016-08-19 13:15:32,296 DEBUG: Start: Iteration 897 +2016-08-19 13:15:32,664 DEBUG: View 0 : 0.553883732291 +2016-08-19 13:15:32,676 DEBUG: View 1 : 0.597670250896 +2016-08-19 13:15:32,953 DEBUG: View 3 : 0.574572393507 +2016-08-19 13:15:33,074 DEBUG: View 2 : 0.546486300585 +2016-08-19 13:15:33,370 DEBUG: View 4 : 0.556399766219 +2016-08-19 13:15:36,901 DEBUG: Best view : Clinic_ +2016-08-19 13:15:37,135 DEBUG: Start: Iteration 898 +2016-08-19 13:15:37,483 DEBUG: View 0 : 0.541176470588 +2016-08-19 13:15:37,494 DEBUG: View 1 : 0.407965860597 +2016-08-19 13:15:37,778 DEBUG: View 3 : 0.586529340019 +2016-08-19 13:15:37,927 DEBUG: View 2 : 0.561675329868 +2016-08-19 13:15:38,225 DEBUG: View 4 : 0.580882352941 +2016-08-19 13:15:41,676 DEBUG: Best view : Clinic_ +2016-08-19 13:15:41,913 DEBUG: Start: Iteration 899 +2016-08-19 13:15:42,224 DEBUG: View 0 : 0.447182738521 +2016-08-19 13:15:42,234 DEBUG: View 1 : 0.599122807018 +2016-08-19 13:15:42,503 DEBUG: View 3 : 0.550918405598 +2016-08-19 13:15:42,618 DEBUG: View 2 : 0.56066098081 +2016-08-19 13:15:42,919 DEBUG: View 4 : 0.539583333333 +2016-08-19 13:15:46,351 DEBUG: Best view : Clinic_ +2016-08-19 13:15:46,589 DEBUG: Start: Iteration 900 +2016-08-19 13:15:46,883 DEBUG: View 0 : 0.569055813258 +2016-08-19 13:15:46,896 DEBUG: View 1 : 0.5569828722 +2016-08-19 13:15:47,162 DEBUG: View 3 : 0.593746946751 +2016-08-19 13:15:47,277 DEBUG: View 2 : 0.535079795242 +2016-08-19 13:15:47,580 DEBUG: View 4 : 0.573930217248 +2016-08-19 13:15:51,113 DEBUG: Best view : Clinic_ +2016-08-19 13:15:51,350 DEBUG: Start: Iteration 901 +2016-08-19 13:15:51,637 DEBUG: View 0 : 0.555006587615 +2016-08-19 13:15:51,648 DEBUG: View 1 : 0.669117647059 +2016-08-19 13:15:51,921 DEBUG: View 3 : 0.521990740741 +2016-08-19 13:15:52,042 DEBUG: View 2 : 0.551045679692 +2016-08-19 13:15:52,342 DEBUG: View 4 : 0.530626853461 +2016-08-19 13:15:55,899 DEBUG: Best view : MiRNA__ +2016-08-19 13:15:56,137 DEBUG: Start: Iteration 902 +2016-08-19 13:15:56,436 DEBUG: View 0 : 0.506272401434 +2016-08-19 13:15:56,446 DEBUG: View 1 : 0.688010043942 +2016-08-19 13:15:56,713 DEBUG: View 3 : 0.504584221748 +2016-08-19 13:15:56,841 DEBUG: View 2 : 0.592151675485 +2016-08-19 13:15:57,145 DEBUG: View 4 : 0.509598214286 +2016-08-19 13:16:00,917 DEBUG: Best view : MiRNA__ +2016-08-19 13:16:01,176 DEBUG: Start: Iteration 903 +2016-08-19 13:16:01,539 DEBUG: View 0 : 0.634523809524 +2016-08-19 13:16:01,551 DEBUG: View 1 : 0.672570850202 +2016-08-19 13:16:01,815 DEBUG: View 3 : 0.502204585538 +2016-08-19 13:16:01,931 DEBUG: View 2 : 0.528150651859 +2016-08-19 13:16:02,220 DEBUG: View 4 : 0.548482169172 +2016-08-19 13:16:05,767 DEBUG: Best view : MiRNA__ +2016-08-19 13:16:06,005 DEBUG: Start: Iteration 904 +2016-08-19 13:16:06,368 DEBUG: View 0 : 0.411172161172 +2016-08-19 13:16:06,380 DEBUG: View 1 : 0.473696911197 +2016-08-19 13:16:06,654 DEBUG: View 3 : 0.535504383852 +2016-08-19 13:16:06,769 DEBUG: View 2 : 0.600806451613 +2016-08-19 13:16:07,059 DEBUG: View 4 : 0.577669310555 +2016-08-19 13:16:10,684 DEBUG: Best view : RNASeq_ +2016-08-19 13:16:10,929 DEBUG: Start: Iteration 905 +2016-08-19 13:16:11,287 DEBUG: View 0 : 0.540744229863 +2016-08-19 13:16:11,300 DEBUG: View 1 : 0.681979215872 +2016-08-19 13:16:11,570 DEBUG: View 3 : 0.547794117647 +2016-08-19 13:16:11,693 DEBUG: View 2 : 0.507777777778 +2016-08-19 13:16:11,994 DEBUG: View 4 : 0.503289473684 +2016-08-19 13:16:15,486 DEBUG: Best view : MiRNA__ +2016-08-19 13:16:15,723 DEBUG: Start: Iteration 906 +2016-08-19 13:16:16,095 DEBUG: View 0 : 0.435057471264 +2016-08-19 13:16:16,107 DEBUG: View 1 : 0.522977435333 +2016-08-19 13:16:16,373 DEBUG: View 3 : 0.557232704403 +2016-08-19 13:16:16,482 DEBUG: View 2 : 0.588827838828 +2016-08-19 13:16:16,774 DEBUG: View 4 : 0.557602310067 +2016-08-19 13:16:20,234 DEBUG: Best view : RNASeq_ +2016-08-19 13:16:20,471 DEBUG: Start: Iteration 907 +2016-08-19 13:16:20,780 DEBUG: View 0 : 0.623952211196 +2016-08-19 13:16:20,789 DEBUG: View 1 : 0.400386188096 +2016-08-19 13:16:21,054 DEBUG: View 3 : 0.508005386802 +2016-08-19 13:16:21,170 DEBUG: View 2 : 0.506820671114 +2016-08-19 13:16:21,456 DEBUG: View 4 : 0.498982853822 +2016-08-19 13:16:24,931 DEBUG: Best view : Methyl_ +2016-08-19 13:16:25,177 DEBUG: Start: Iteration 908 +2016-08-19 13:16:25,571 DEBUG: View 0 : 0.532536382536 +2016-08-19 13:16:25,585 DEBUG: View 1 : 0.53065969195 +2016-08-19 13:16:25,879 DEBUG: View 3 : 0.575778478518 +2016-08-19 13:16:26,003 DEBUG: View 2 : 0.518548387097 +2016-08-19 13:16:26,301 DEBUG: View 4 : 0.51334435522 +2016-08-19 13:16:29,732 DEBUG: Best view : Clinic_ +2016-08-19 13:16:29,974 DEBUG: Start: Iteration 909 +2016-08-19 13:16:30,338 DEBUG: View 0 : 0.574404761905 +2016-08-19 13:16:30,349 DEBUG: View 1 : 0.555035128806 +2016-08-19 13:16:30,618 DEBUG: View 3 : 0.502532928065 +2016-08-19 13:16:30,734 DEBUG: View 2 : 0.55266955267 +2016-08-19 13:16:31,027 DEBUG: View 4 : 0.551724137931 +2016-08-19 13:16:34,634 DEBUG: Best view : Methyl_ +2016-08-19 13:16:34,880 DEBUG: Start: Iteration 910 +2016-08-19 13:16:35,255 DEBUG: View 0 : 0.517263025738 +2016-08-19 13:16:35,265 DEBUG: View 1 : 0.534090909091 +2016-08-19 13:16:35,545 DEBUG: View 3 : 0.550802139037 +2016-08-19 13:16:35,697 DEBUG: View 2 : 0.514604034929 +2016-08-19 13:16:36,028 DEBUG: View 4 : 0.574814529338 +2016-08-19 13:16:39,602 DEBUG: Best view : Clinic_ +2016-08-19 13:16:39,845 DEBUG: Start: Iteration 911 +2016-08-19 13:16:40,146 DEBUG: View 0 : 0.53851744186 +2016-08-19 13:16:40,158 DEBUG: View 1 : 0.348717948718 +2016-08-19 13:16:40,427 DEBUG: View 3 : 0.639859731151 +2016-08-19 13:16:40,580 DEBUG: View 2 : 0.571428571429 +2016-08-19 13:16:40,874 DEBUG: View 4 : 0.528372093023 +2016-08-19 13:16:44,485 DEBUG: Best view : Clinic_ +2016-08-19 13:16:44,724 DEBUG: Start: Iteration 912 +2016-08-19 13:16:45,019 DEBUG: View 0 : 0.54419729207 +2016-08-19 13:16:45,030 DEBUG: View 1 : 0.654439128123 +2016-08-19 13:16:45,295 DEBUG: View 3 : 0.660567434211 +2016-08-19 13:16:45,412 DEBUG: View 2 : 0.520175438596 +2016-08-19 13:16:45,700 DEBUG: View 4 : 0.495098039216 +2016-08-19 13:16:49,170 DEBUG: Best view : Clinic_ +2016-08-19 13:16:49,409 DEBUG: Start: Iteration 913 +2016-08-19 13:16:49,763 DEBUG: View 0 : 0.570740740741 +2016-08-19 13:16:49,775 DEBUG: View 1 : 0.6 +2016-08-19 13:16:50,037 DEBUG: View 3 : 0.708461538462 +2016-08-19 13:16:50,153 DEBUG: View 2 : 0.549457364341 +2016-08-19 13:16:50,437 DEBUG: View 4 : 0.588028169014 +2016-08-19 13:16:53,987 DEBUG: Best view : Clinic_ +2016-08-19 13:16:54,260 DEBUG: Start: Iteration 914 +2016-08-19 13:16:54,578 DEBUG: View 0 : 0.44733044733 +2016-08-19 13:16:54,588 DEBUG: View 1 : 0.702398255814 +2016-08-19 13:16:54,863 DEBUG: View 3 : 0.594835443038 +2016-08-19 13:16:55,018 DEBUG: View 2 : 0.523214285714 +2016-08-19 13:16:55,311 DEBUG: View 4 : 0.514015535292 +2016-08-19 13:16:58,794 DEBUG: Best view : MiRNA__ +2016-08-19 13:16:59,034 DEBUG: Start: Iteration 915 +2016-08-19 13:16:59,339 DEBUG: View 0 : 0.50359127253 +2016-08-19 13:16:59,352 DEBUG: View 1 : 0.663418548664 +2016-08-19 13:16:59,617 DEBUG: View 3 : 0.546144121365 +2016-08-19 13:16:59,733 DEBUG: View 2 : 0.565079365079 +2016-08-19 13:17:00,039 DEBUG: View 4 : 0.576408846682 +2016-08-19 13:17:03,499 DEBUG: Best view : MiRNA__ +2016-08-19 13:17:03,757 DEBUG: Start: Iteration 916 +2016-08-19 13:17:04,067 DEBUG: View 0 : 0.459558823529 +2016-08-19 13:17:04,080 DEBUG: View 1 : 0.708461538462 +2016-08-19 13:17:04,355 DEBUG: View 3 : 0.536130536131 +2016-08-19 13:17:04,495 DEBUG: View 2 : 0.599385788415 +2016-08-19 13:17:04,800 DEBUG: View 4 : 0.583333333333 +2016-08-19 13:17:08,279 DEBUG: Best view : MiRNA__ +2016-08-19 13:17:08,521 DEBUG: Start: Iteration 917 +2016-08-19 13:17:08,883 DEBUG: View 0 : 0.577228327228 +2016-08-19 13:17:08,893 DEBUG: View 1 : 0.42383252818 +2016-08-19 13:17:09,157 DEBUG: View 3 : 0.608105506353 +2016-08-19 13:17:09,272 DEBUG: View 2 : 0.523774224293 +2016-08-19 13:17:09,566 DEBUG: View 4 : 0.422945736434 +2016-08-19 13:17:13,077 DEBUG: Best view : Clinic_ +2016-08-19 13:17:13,318 DEBUG: Start: Iteration 918 +2016-08-19 13:17:13,639 DEBUG: View 0 : 0.555882352941 +2016-08-19 13:17:13,650 DEBUG: View 1 : 0.633798449612 +2016-08-19 13:17:13,927 DEBUG: View 3 : 0.5278828554 +2016-08-19 13:17:14,047 DEBUG: View 2 : 0.549579831933 +2016-08-19 13:17:14,348 DEBUG: View 4 : 0.51164161509 +2016-08-19 13:17:17,823 DEBUG: Best view : MiRNA__ +2016-08-19 13:17:18,063 DEBUG: Start: Iteration 919 +2016-08-19 13:17:18,358 DEBUG: View 0 : 0.5375 +2016-08-19 13:17:18,371 DEBUG: View 1 : 0.588827838828 +2016-08-19 13:17:18,637 DEBUG: View 3 : 0.609706480674 +2016-08-19 13:17:18,752 DEBUG: View 2 : 0.561346153846 +2016-08-19 13:17:19,045 DEBUG: View 4 : 0.577237335384 +2016-08-19 13:17:22,581 DEBUG: Best view : Clinic_ +2016-08-19 13:17:22,826 DEBUG: Start: Iteration 920 +2016-08-19 13:17:23,136 DEBUG: View 0 : 0.553271240345 +2016-08-19 13:17:23,148 DEBUG: View 1 : 0.46769156858 +2016-08-19 13:17:23,419 DEBUG: View 3 : 0.524706321089 +2016-08-19 13:17:23,549 DEBUG: View 2 : 0.582067173131 +2016-08-19 13:17:23,826 DEBUG: View 4 : 0.536764705882 +2016-08-19 13:17:27,295 DEBUG: Best view : RNASeq_ +2016-08-19 13:17:27,540 DEBUG: Start: Iteration 921 +2016-08-19 13:17:27,842 DEBUG: View 0 : 0.554267310789 +2016-08-19 13:17:27,856 DEBUG: View 1 : 0.48389039446 +2016-08-19 13:17:28,120 DEBUG: View 3 : 0.536935286935 +2016-08-19 13:17:28,234 DEBUG: View 2 : 0.554675324675 +2016-08-19 13:17:28,526 DEBUG: View 4 : 0.544584139265 +2016-08-19 13:17:31,989 DEBUG: Best view : RNASeq_ +2016-08-19 13:17:32,230 DEBUG: Start: Iteration 922 +2016-08-19 13:17:32,534 DEBUG: View 0 : 0.423466200175 +2016-08-19 13:17:32,546 DEBUG: View 1 : 0.380050505051 +2016-08-19 13:17:32,812 DEBUG: View 3 : 0.511250603573 +2016-08-19 13:17:32,929 DEBUG: View 2 : 0.601731601732 +2016-08-19 13:17:33,222 DEBUG: View 4 : 0.610416666667 +2016-08-19 13:17:36,725 DEBUG: Best view : MRNASeq +2016-08-19 13:17:36,969 DEBUG: Start: Iteration 923 +2016-08-19 13:17:37,338 DEBUG: View 0 : 0.546092796093 +2016-08-19 13:17:37,350 DEBUG: View 1 : 0.680827067669 +2016-08-19 13:17:37,618 DEBUG: View 3 : 0.661764705882 +2016-08-19 13:17:37,733 DEBUG: View 2 : 0.561525743977 +2016-08-19 13:17:38,022 DEBUG: View 4 : 0.529360800924 +2016-08-19 13:17:41,556 DEBUG: Best view : Clinic_ +2016-08-19 13:17:41,796 DEBUG: Start: Iteration 924 +2016-08-19 13:17:42,098 DEBUG: View 0 : 0.452336855867 +2016-08-19 13:17:42,112 DEBUG: View 1 : 0.628826530612 +2016-08-19 13:17:42,379 DEBUG: View 3 : 0.532366071429 +2016-08-19 13:17:42,488 DEBUG: View 2 : 0.562091503268 +2016-08-19 13:17:42,790 DEBUG: View 4 : 0.508838383838 +2016-08-19 13:17:46,300 DEBUG: Best view : RNASeq_ +2016-08-19 13:17:46,542 DEBUG: Start: Iteration 925 +2016-08-19 13:17:46,851 DEBUG: View 0 : 0.564432989691 +2016-08-19 13:17:46,863 DEBUG: View 1 : 0.293537787514 +2016-08-19 13:17:47,131 DEBUG: View 3 : 0.668713450292 +2016-08-19 13:17:47,246 DEBUG: View 2 : 0.57210031348 +2016-08-19 13:17:47,534 DEBUG: View 4 : 0.49837901562 +2016-08-19 13:17:51,024 DEBUG: Best view : Clinic_ +2016-08-19 13:17:51,265 DEBUG: Start: Iteration 926 +2016-08-19 13:17:51,560 DEBUG: View 0 : 0.526145203111 +2016-08-19 13:17:51,572 DEBUG: View 1 : 0.668729737695 +2016-08-19 13:17:51,842 DEBUG: View 3 : 0.579113924051 +2016-08-19 13:17:51,984 DEBUG: View 2 : 0.543189873418 +2016-08-19 13:17:52,281 DEBUG: View 4 : 0.516017316017 +2016-08-19 13:17:55,758 DEBUG: Best view : MiRNA__ +2016-08-19 13:17:55,997 DEBUG: Start: Iteration 927 +2016-08-19 13:17:56,296 DEBUG: View 0 : 0.439484126984 +2016-08-19 13:17:56,309 DEBUG: View 1 : 0.555035128806 +2016-08-19 13:17:56,578 DEBUG: View 3 : 0.508708357686 +2016-08-19 13:17:56,692 DEBUG: View 2 : 0.596766409266 +2016-08-19 13:17:56,978 DEBUG: View 4 : 0.551767676768 +2016-08-19 13:18:00,496 DEBUG: Best view : RNASeq_ +2016-08-19 13:18:00,740 DEBUG: Start: Iteration 928 +2016-08-19 13:18:01,052 DEBUG: View 0 : 0.428511530398 +2016-08-19 13:18:01,065 DEBUG: View 1 : 0.481561045471 +2016-08-19 13:18:01,329 DEBUG: View 3 : 0.516386268599 +2016-08-19 13:18:01,443 DEBUG: View 2 : 0.473020186335 +2016-08-19 13:18:01,730 DEBUG: View 4 : 0.505907626208 +2016-08-19 13:18:05,222 DEBUG: Best view : MRNASeq +2016-08-19 13:18:05,465 DEBUG: Start: Iteration 929 +2016-08-19 13:18:05,821 DEBUG: View 0 : 0.567934782609 +2016-08-19 13:18:05,834 DEBUG: View 1 : 0.642767295597 +2016-08-19 13:18:06,106 DEBUG: View 3 : 0.580961538462 +2016-08-19 13:18:06,221 DEBUG: View 2 : 0.556179180345 +2016-08-19 13:18:06,511 DEBUG: View 4 : 0.577160493827 +2016-08-19 13:18:10,000 DEBUG: Best view : MiRNA__ +2016-08-19 13:18:10,242 DEBUG: Start: Iteration 930 +2016-08-19 13:18:10,552 DEBUG: View 0 : 0.551837339828 +2016-08-19 13:18:10,567 DEBUG: View 1 : 0.473854796889 +2016-08-19 13:18:10,832 DEBUG: View 3 : 0.552776082977 +2016-08-19 13:18:10,946 DEBUG: View 2 : 0.588584136397 +2016-08-19 13:18:11,237 DEBUG: View 4 : 0.560030760358 +2016-08-19 13:18:14,777 DEBUG: Best view : RNASeq_ +2016-08-19 13:18:15,022 DEBUG: Start: Iteration 931 +2016-08-19 13:18:15,319 DEBUG: View 0 : 0.453188259109 +2016-08-19 13:18:15,331 DEBUG: View 1 : 0.686718977042 +2016-08-19 13:18:15,596 DEBUG: View 3 : 0.767361111111 +2016-08-19 13:18:15,712 DEBUG: View 2 : 0.573930217248 +2016-08-19 13:18:16,001 DEBUG: View 4 : 0.53457587631 +2016-08-19 13:18:19,622 DEBUG: Best view : MiRNA__ +2016-08-19 13:18:19,868 DEBUG: Start: Iteration 932 diff --git a/Code/MultiView/Results/2016_08_19-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG b/Code/MultiView/Results/2016_08_19-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG new file mode 100644 index 0000000000000000000000000000000000000000..abf4a018231d24cafd34ec77dd7900e26c8804ca --- /dev/null +++ b/Code/MultiView/Results/2016_08_19-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG @@ -0,0 +1,729 @@ +2016-08-19 10:15:00,145 INFO: ### Main Programm for Multiview Classification +2016-08-19 10:15:00,146 INFO: ### Classification - Database : MultiOmicModified ; Views : Methyl, MiRNA, RNASEQ, Clinical ; Algorithm : Mumbo ; Cores : 5 +2016-08-19 10:15:00,146 INFO: Start: Read HDF5 Database Files for MultiOmicModified +2016-08-19 10:15:00,148 INFO: Info: Labels used: No, Yes +2016-08-19 10:15:00,148 INFO: Info: Length of dataset:347 +2016-08-19 10:15:00,149 INFO: Info: Shape of Methyl_ :[ 347 25978] +2016-08-19 10:15:00,150 INFO: Info: Shape of MiRNA__ :[ 347 1046] +2016-08-19 10:15:00,151 INFO: Info: Shape of RNASeq_ :[ 347 73599] +2016-08-19 10:15:00,152 INFO: Info: Shape of Clinic_ :[347 127] +2016-08-19 10:15:00,153 INFO: Info: Shape of MRNASeq :[ 347 73599] +2016-08-19 10:15:00,153 INFO: Done: Read Database Files +2016-08-19 10:15:00,153 INFO: Start: Determine validation split for ratio 0.3 +2016-08-19 10:15:00,156 INFO: Done: Determine validation split +2016-08-19 10:15:00,156 INFO: Start: Determine 2 folds +2016-08-19 10:15:00,166 INFO: Info: Length of Learning Sets: 122 +2016-08-19 10:15:00,166 INFO: Info: Length of Testing Sets: 122 +2016-08-19 10:15:00,166 INFO: Info: Length of Validation Set: 103 +2016-08-19 10:15:00,166 INFO: Done: Determine folds +2016-08-19 10:15:00,166 INFO: Start: Learning with Mumbo and 2 folds +2016-08-19 10:15:00,166 INFO: Start: Fold number 1 +2016-08-19 10:15:00,224 DEBUG: Start: Iteration 1 +2016-08-19 10:15:00,511 DEBUG: View 1 : 0.311320754717 +2016-08-19 10:15:00,524 DEBUG: View 0 : 0.188679245283 +2016-08-19 10:15:00,688 DEBUG: View 3 : 0.561695906433 +2016-08-19 10:15:00,737 DEBUG: View 2 : 0.311320754717 +2016-08-19 10:15:00,936 DEBUG: View 4 : 0.311320754717 +2016-08-19 10:15:01,055 DEBUG: Best view : Methyl_ +2016-08-19 10:15:01,060 DEBUG: Start: Iteration 2 +2016-08-19 10:15:01,266 DEBUG: View 1 : 0.467014446228 +2016-08-19 10:15:01,277 DEBUG: View 0 : 0.347313432836 +2016-08-19 10:15:01,441 DEBUG: View 3 : 0.609550561798 +2016-08-19 10:15:01,550 DEBUG: View 2 : 0.561403508772 +2016-08-19 10:15:01,751 DEBUG: View 4 : 0.550586510264 +2016-08-19 10:15:01,901 DEBUG: Best view : Clinic_ +2016-08-19 10:15:01,907 DEBUG: Start: Iteration 3 +2016-08-19 10:15:02,113 DEBUG: View 1 : 0.479618163055 +2016-08-19 10:15:02,125 DEBUG: View 0 : 0.642311886587 +2016-08-19 10:15:02,289 DEBUG: View 3 : 0.48338963964 +2016-08-19 10:15:02,399 DEBUG: View 2 : 0.578835978836 +2016-08-19 10:15:02,618 DEBUG: View 4 : 0.459852793576 +2016-08-19 10:15:02,760 DEBUG: Best view : RNASeq_ +2016-08-19 10:15:02,767 DEBUG: Start: Iteration 4 +2016-08-19 10:15:02,978 DEBUG: View 1 : 0.697368421053 +2016-08-19 10:15:02,990 DEBUG: View 0 : 0.75373608903 +2016-08-19 10:15:03,155 DEBUG: View 3 : 0.581932773109 +2016-08-19 10:15:03,265 DEBUG: View 2 : 0.58642765685 +2016-08-19 10:15:03,460 DEBUG: View 4 : 0.569470046083 +2016-08-19 10:15:03,626 DEBUG: Best view : Methyl_ +2016-08-19 10:15:03,632 DEBUG: Start: Iteration 5 +2016-08-19 10:15:03,893 DEBUG: View 1 : 0.509247242051 +2016-08-19 10:15:03,906 DEBUG: View 0 : 0.30201048951 +2016-08-19 10:15:04,071 DEBUG: View 3 : 0.699257884972 +2016-08-19 10:15:04,180 DEBUG: View 2 : 0.581713921631 +2016-08-19 10:15:04,380 DEBUG: View 4 : 0.549297112462 +2016-08-19 10:15:04,494 DEBUG: Best view : Clinic_ +2016-08-19 10:15:04,501 DEBUG: Start: Iteration 6 +2016-08-19 10:15:04,751 DEBUG: View 1 : 0.437096774194 +2016-08-19 10:15:04,764 DEBUG: View 0 : 0.680998613037 +2016-08-19 10:15:04,929 DEBUG: View 3 : 0.544790975448 +2016-08-19 10:15:05,039 DEBUG: View 2 : 0.607383627608 +2016-08-19 10:15:05,237 DEBUG: View 4 : 0.597494553377 +2016-08-19 10:15:05,361 DEBUG: Best view : Clinic_ +2016-08-19 10:15:05,368 DEBUG: Start: Iteration 7 +2016-08-19 10:15:05,578 DEBUG: View 1 : 0.506137479542 +2016-08-19 10:15:05,589 DEBUG: View 0 : 0.690235294118 +2016-08-19 10:15:05,753 DEBUG: View 3 : 0.55579297246 +2016-08-19 10:15:05,862 DEBUG: View 2 : 0.592857142857 +2016-08-19 10:15:06,060 DEBUG: View 4 : 0.49619047619 +2016-08-19 10:15:06,241 DEBUG: Best view : Methyl_ +2016-08-19 10:15:06,249 DEBUG: Start: Iteration 8 +2016-08-19 10:15:06,454 DEBUG: View 1 : 0.492628992629 +2016-08-19 10:15:06,468 DEBUG: View 0 : 0.412276080084 +2016-08-19 10:15:06,628 DEBUG: View 3 : 0.550976800977 +2016-08-19 10:15:06,738 DEBUG: View 2 : 0.486450317832 +2016-08-19 10:15:06,928 DEBUG: View 4 : 0.551762523191 +2016-08-19 10:15:07,120 DEBUG: Best view : Clinic_ +2016-08-19 10:15:07,127 DEBUG: Start: Iteration 9 +2016-08-19 10:15:07,335 DEBUG: View 1 : 0.474637681159 +2016-08-19 10:15:07,348 DEBUG: View 0 : 0.658532110092 +2016-08-19 10:15:07,508 DEBUG: View 3 : 0.576259106747 +2016-08-19 10:15:07,618 DEBUG: View 2 : 0.557582032494 +2016-08-19 10:15:07,814 DEBUG: View 4 : 0.55987394958 +2016-08-19 10:15:07,995 DEBUG: Best view : Clinic_ +2016-08-19 10:15:08,003 DEBUG: Start: Iteration 10 +2016-08-19 10:15:08,213 DEBUG: View 1 : 0.566319562991 +2016-08-19 10:15:08,226 DEBUG: View 0 : 0.266381766382 +2016-08-19 10:15:08,385 DEBUG: View 3 : 0.579982517483 +2016-08-19 10:15:08,496 DEBUG: View 2 : 0.583333333333 +2016-08-19 10:15:08,689 DEBUG: View 4 : 0.561661506708 +2016-08-19 10:15:08,880 DEBUG: Best view : RNASeq_ +2016-08-19 10:15:08,888 DEBUG: Start: Iteration 11 +2016-08-19 10:15:09,096 DEBUG: View 1 : 0.52380952381 +2016-08-19 10:15:09,108 DEBUG: View 0 : 0.751676245211 +2016-08-19 10:15:09,272 DEBUG: View 3 : 0.624760536398 +2016-08-19 10:15:09,385 DEBUG: View 2 : 0.585568842922 +2016-08-19 10:15:09,577 DEBUG: View 4 : 0.50573431029 +2016-08-19 10:15:09,772 DEBUG: Best view : Methyl_ +2016-08-19 10:15:09,781 DEBUG: Start: Iteration 12 +2016-08-19 10:15:10,004 DEBUG: View 1 : 0.490752757949 +2016-08-19 10:15:10,017 DEBUG: View 0 : 0.454311926606 +2016-08-19 10:15:10,175 DEBUG: View 3 : 0.492877492877 +2016-08-19 10:15:10,274 DEBUG: View 2 : 0.596101417666 +2016-08-19 10:15:10,463 DEBUG: View 4 : 0.481543066179 +2016-08-19 10:15:10,574 DEBUG: Best view : RNASeq_ +2016-08-19 10:15:10,582 DEBUG: Start: Iteration 13 +2016-08-19 10:15:10,820 DEBUG: View 1 : 0.534339747843 +2016-08-19 10:15:10,833 DEBUG: View 0 : 0.73195631529 +2016-08-19 10:15:10,989 DEBUG: View 3 : 0.618708452042 +2016-08-19 10:15:11,089 DEBUG: View 2 : 0.489498644986 +2016-08-19 10:15:11,286 DEBUG: View 4 : 0.539645366343 +2016-08-19 10:15:11,447 DEBUG: Best view : Methyl_ +2016-08-19 10:15:11,456 DEBUG: Start: Iteration 14 +2016-08-19 10:15:11,671 DEBUG: View 1 : 0.653333333333 +2016-08-19 10:15:11,684 DEBUG: View 0 : 0.735415345593 +2016-08-19 10:15:11,839 DEBUG: View 3 : 0.555821099351 +2016-08-19 10:15:11,938 DEBUG: View 2 : 0.546666666667 +2016-08-19 10:15:12,130 DEBUG: View 4 : 0.560275229358 +2016-08-19 10:15:12,298 DEBUG: Best view : Methyl_ +2016-08-19 10:15:12,306 DEBUG: Start: Iteration 15 +2016-08-19 10:15:12,493 DEBUG: View 1 : 0.349673202614 +2016-08-19 10:15:12,506 DEBUG: View 0 : 0.571009174312 +2016-08-19 10:15:12,663 DEBUG: View 3 : 0.574833702882 +2016-08-19 10:15:12,763 DEBUG: View 2 : 0.616099071207 +2016-08-19 10:15:12,943 DEBUG: View 4 : 0.519262634631 +2016-08-19 10:15:13,057 DEBUG: Best view : RNASeq_ +2016-08-19 10:15:13,066 DEBUG: Start: Iteration 16 +2016-08-19 10:15:13,238 DEBUG: View 1 : 0.446499778467 +2016-08-19 10:15:13,256 DEBUG: View 0 : 0.62984496124 +2016-08-19 10:15:13,411 DEBUG: View 3 : 0.540813060179 +2016-08-19 10:15:13,511 DEBUG: View 2 : 0.532160392799 +2016-08-19 10:15:13,693 DEBUG: View 4 : 0.581713921631 +2016-08-19 10:15:13,819 DEBUG: Best view : MRNASeq +2016-08-19 10:15:13,828 DEBUG: Start: Iteration 17 +2016-08-19 10:15:14,057 DEBUG: View 1 : 0.506965944272 +2016-08-19 10:15:14,075 DEBUG: View 0 : 0.532255495381 +2016-08-19 10:15:14,233 DEBUG: View 3 : 0.648941798942 +2016-08-19 10:15:14,332 DEBUG: View 2 : 0.548611111111 +2016-08-19 10:15:14,524 DEBUG: View 4 : 0.553311373093 +2016-08-19 10:15:14,687 DEBUG: Best view : Clinic_ +2016-08-19 10:15:14,697 DEBUG: Start: Iteration 18 +2016-08-19 10:15:14,922 DEBUG: View 1 : 0.478014842301 +2016-08-19 10:15:14,934 DEBUG: View 0 : 0.258598312784 +2016-08-19 10:15:15,090 DEBUG: View 3 : 0.451744558259 +2016-08-19 10:15:15,190 DEBUG: View 2 : 0.537648221344 +2016-08-19 10:15:15,381 DEBUG: View 4 : 0.510205696203 +2016-08-19 10:15:15,562 DEBUG: Best view : RNASeq_ +2016-08-19 10:15:15,572 DEBUG: Start: Iteration 19 +2016-08-19 10:15:15,750 DEBUG: View 1 : 0.388605442177 +2016-08-19 10:15:15,760 DEBUG: View 0 : 0.650889328063 +2016-08-19 10:15:15,919 DEBUG: View 3 : 0.661059907834 +2016-08-19 10:15:16,019 DEBUG: View 2 : 0.501536360533 +2016-08-19 10:15:16,210 DEBUG: View 4 : 0.560144346431 +2016-08-19 10:15:16,334 DEBUG: Best view : Clinic_ +2016-08-19 10:15:16,344 DEBUG: Start: Iteration 20 +2016-08-19 10:15:16,509 DEBUG: View 1 : 0.550724637681 +2016-08-19 10:15:16,522 DEBUG: View 0 : 0.741401687216 +2016-08-19 10:15:16,679 DEBUG: View 3 : 0.51231884058 +2016-08-19 10:15:16,779 DEBUG: View 2 : 0.553359683794 +2016-08-19 10:15:16,970 DEBUG: View 4 : 0.57729468599 +2016-08-19 10:15:17,106 DEBUG: Best view : Methyl_ +2016-08-19 10:15:17,116 DEBUG: Start: Iteration 21 +2016-08-19 10:15:17,299 DEBUG: View 1 : 0.583061002179 +2016-08-19 10:15:17,311 DEBUG: View 0 : 0.734359726295 +2016-08-19 10:15:17,468 DEBUG: View 3 : 0.551762523191 +2016-08-19 10:15:17,568 DEBUG: View 2 : 0.510083226633 +2016-08-19 10:15:17,760 DEBUG: View 4 : 0.493410852713 +2016-08-19 10:15:17,996 DEBUG: Best view : Methyl_ +2016-08-19 10:15:18,006 DEBUG: Start: Iteration 22 +2016-08-19 10:15:18,175 DEBUG: View 1 : 0.509247242051 +2016-08-19 10:15:18,188 DEBUG: View 0 : 0.43085106383 +2016-08-19 10:15:18,344 DEBUG: View 3 : 0.524177631579 +2016-08-19 10:15:18,444 DEBUG: View 2 : 0.526346604215 +2016-08-19 10:15:18,638 DEBUG: View 4 : 0.566904761905 +2016-08-19 10:15:18,770 DEBUG: Best view : Clinic_ +2016-08-19 10:15:18,781 DEBUG: Start: Iteration 23 +2016-08-19 10:15:18,942 DEBUG: View 1 : 0.462351778656 +2016-08-19 10:15:18,954 DEBUG: View 0 : 0.503176470588 +2016-08-19 10:15:19,113 DEBUG: View 3 : 0.606878306878 +2016-08-19 10:15:19,215 DEBUG: View 2 : 0.592840414854 +2016-08-19 10:15:19,409 DEBUG: View 4 : 0.49974907996 +2016-08-19 10:15:19,548 DEBUG: Best view : Clinic_ +2016-08-19 10:15:19,558 DEBUG: Start: Iteration 24 +2016-08-19 10:15:19,771 DEBUG: View 1 : 0.498424369748 +2016-08-19 10:15:19,784 DEBUG: View 0 : 0.75373608903 +2016-08-19 10:15:19,939 DEBUG: View 3 : 0.680777848912 +2016-08-19 10:15:20,039 DEBUG: View 2 : 0.552944128471 +2016-08-19 10:15:20,231 DEBUG: View 4 : 0.507513914657 +2016-08-19 10:15:20,446 DEBUG: Best view : Clinic_ +2016-08-19 10:15:20,458 DEBUG: Start: Iteration 25 +2016-08-19 10:15:20,672 DEBUG: View 1 : 0.49817961165 +2016-08-19 10:15:20,691 DEBUG: View 0 : 0.480908054711 +2016-08-19 10:15:20,848 DEBUG: View 3 : 0.588850174216 +2016-08-19 10:15:20,948 DEBUG: View 2 : 0.548529411765 +2016-08-19 10:15:21,146 DEBUG: View 4 : 0.579541652727 +2016-08-19 10:15:21,346 DEBUG: Best view : Clinic_ +2016-08-19 10:15:21,357 DEBUG: Start: Iteration 26 +2016-08-19 10:15:21,563 DEBUG: View 1 : 0.556146572104 +2016-08-19 10:15:21,582 DEBUG: View 0 : 0.711184210526 +2016-08-19 10:15:21,738 DEBUG: View 3 : 0.593274853801 +2016-08-19 10:15:21,842 DEBUG: View 2 : 0.488314785374 +2016-08-19 10:15:22,031 DEBUG: View 4 : 0.616099071207 +2016-08-19 10:15:22,297 DEBUG: Best view : MRNASeq +2016-08-19 10:15:22,311 DEBUG: Start: Iteration 27 +2016-08-19 10:15:22,574 DEBUG: View 1 : 0.813291139241 +2016-08-19 10:15:22,598 DEBUG: View 0 : 0.639847378898 +2016-08-19 10:15:22,763 DEBUG: View 3 : 0.625252525253 +2016-08-19 10:15:22,876 DEBUG: View 2 : 0.589427662957 +2016-08-19 10:15:23,068 DEBUG: View 4 : 0.553359683794 +2016-08-19 10:15:23,238 DEBUG: Best view : Clinic_ +2016-08-19 10:15:23,250 DEBUG: Start: Iteration 28 +2016-08-19 10:15:23,477 DEBUG: View 1 : 0.650326797386 +2016-08-19 10:15:23,489 DEBUG: View 0 : 0.30523715415 +2016-08-19 10:15:23,655 DEBUG: View 3 : 0.620899470899 +2016-08-19 10:15:23,760 DEBUG: View 2 : 0.616099071207 +2016-08-19 10:15:23,952 DEBUG: View 4 : 0.515364916773 +2016-08-19 10:15:24,150 DEBUG: Best view : Clinic_ +2016-08-19 10:15:24,162 DEBUG: Start: Iteration 29 +2016-08-19 10:15:24,340 DEBUG: View 1 : 0.506137479542 +2016-08-19 10:15:24,354 DEBUG: View 0 : 0.712033898305 +2016-08-19 10:15:24,518 DEBUG: View 3 : 0.519705603039 +2016-08-19 10:15:24,620 DEBUG: View 2 : 0.560275229358 +2016-08-19 10:15:24,822 DEBUG: View 4 : 0.531206293706 +2016-08-19 10:15:25,065 DEBUG: Best view : Methyl_ +2016-08-19 10:15:25,077 DEBUG: Start: Iteration 30 +2016-08-19 10:15:25,329 DEBUG: View 1 : 0.570735090153 +2016-08-19 10:15:25,340 DEBUG: View 0 : 0.712759462759 +2016-08-19 10:15:25,501 DEBUG: View 3 : 0.598259493671 +2016-08-19 10:15:25,612 DEBUG: View 2 : 0.531100917431 +2016-08-19 10:15:25,812 DEBUG: View 4 : 0.548611111111 +2016-08-19 10:15:25,996 DEBUG: Best view : Methyl_ +2016-08-19 10:15:26,009 DEBUG: Start: Iteration 31 +2016-08-19 10:15:26,186 DEBUG: View 1 : 0.478668390433 +2016-08-19 10:15:26,199 DEBUG: View 0 : 0.37015503876 +2016-08-19 10:15:26,359 DEBUG: View 3 : 0.556340288925 +2016-08-19 10:15:26,462 DEBUG: View 2 : 0.548611111111 +2016-08-19 10:15:26,665 DEBUG: View 4 : 0.56860051713 +2016-08-19 10:15:26,905 DEBUG: Best view : MRNASeq +2016-08-19 10:15:26,917 DEBUG: Start: Iteration 32 +2016-08-19 10:15:27,144 DEBUG: View 1 : 0.501575630252 +2016-08-19 10:15:27,158 DEBUG: View 0 : 0.642311886587 +2016-08-19 10:15:27,318 DEBUG: View 3 : 0.521200532092 +2016-08-19 10:15:27,417 DEBUG: View 2 : 0.47531769306 +2016-08-19 10:15:27,622 DEBUG: View 4 : 0.515107545237 +2016-08-19 10:15:27,878 DEBUG: Best view : Clinic_ +2016-08-19 10:15:27,906 DEBUG: Start: Iteration 33 +2016-08-19 10:15:28,179 DEBUG: View 1 : 0.49126984127 +2016-08-19 10:15:28,191 DEBUG: View 0 : 0.718963831867 +2016-08-19 10:15:28,362 DEBUG: View 3 : 0.61022913257 +2016-08-19 10:15:28,504 DEBUG: View 2 : 0.46313559322 +2016-08-19 10:15:28,724 DEBUG: View 4 : 0.593274853801 +2016-08-19 10:15:28,968 DEBUG: Best view : Methyl_ +2016-08-19 10:15:28,996 DEBUG: Start: Iteration 34 +2016-08-19 10:15:29,239 DEBUG: View 1 : 0.476851851852 +2016-08-19 10:15:29,253 DEBUG: View 0 : 0.677272727273 +2016-08-19 10:15:29,428 DEBUG: View 3 : 0.501536360533 +2016-08-19 10:15:29,538 DEBUG: View 2 : 0.551510333863 +2016-08-19 10:15:29,734 DEBUG: View 4 : 0.526232114467 +2016-08-19 10:15:29,962 DEBUG: Best view : Methyl_ +2016-08-19 10:15:29,975 DEBUG: Start: Iteration 35 +2016-08-19 10:15:30,222 DEBUG: View 1 : 0.483571428571 +2016-08-19 10:15:30,234 DEBUG: View 0 : 0.471875 +2016-08-19 10:15:30,414 DEBUG: View 3 : 0.601441241685 +2016-08-19 10:15:30,533 DEBUG: View 2 : 0.547939649578 +2016-08-19 10:15:30,752 DEBUG: View 4 : 0.5476388427 +2016-08-19 10:15:31,006 DEBUG: Best view : Clinic_ +2016-08-19 10:15:31,025 DEBUG: Start: Iteration 36 +2016-08-19 10:15:31,220 DEBUG: View 1 : 0.506137479542 +2016-08-19 10:15:31,233 DEBUG: View 0 : 0.739116517286 +2016-08-19 10:15:31,394 DEBUG: View 3 : 0.560837118754 +2016-08-19 10:15:31,541 DEBUG: View 2 : 0.522784810127 +2016-08-19 10:15:31,754 DEBUG: View 4 : 0.590762711864 +2016-08-19 10:15:31,984 DEBUG: Best view : Methyl_ +2016-08-19 10:15:32,000 DEBUG: Start: Iteration 37 +2016-08-19 10:15:32,234 DEBUG: View 1 : 0.525362318841 +2016-08-19 10:15:32,252 DEBUG: View 0 : 0.514516129032 +2016-08-19 10:15:32,409 DEBUG: View 3 : 0.538782051282 +2016-08-19 10:15:32,510 DEBUG: View 2 : 0.593542260209 +2016-08-19 10:15:32,702 DEBUG: View 4 : 0.641858552632 +2016-08-19 10:15:32,927 DEBUG: Best view : MRNASeq +2016-08-19 10:15:32,941 DEBUG: Start: Iteration 38 +2016-08-19 10:15:33,165 DEBUG: View 1 : 0.6759936407 +2016-08-19 10:15:33,179 DEBUG: View 0 : 0.691082802548 +2016-08-19 10:15:33,346 DEBUG: View 3 : 0.502976190476 +2016-08-19 10:15:33,453 DEBUG: View 2 : 0.529445165477 +2016-08-19 10:15:33,653 DEBUG: View 4 : 0.536963434022 +2016-08-19 10:15:33,862 DEBUG: Best view : MiRNA__ +2016-08-19 10:15:33,878 DEBUG: Start: Iteration 39 +2016-08-19 10:15:34,049 DEBUG: View 1 : 0.552195526098 +2016-08-19 10:15:34,068 DEBUG: View 0 : 0.688460225333 +2016-08-19 10:15:34,226 DEBUG: View 3 : 0.663354531002 +2016-08-19 10:15:34,327 DEBUG: View 2 : 0.58103504218 +2016-08-19 10:15:34,514 DEBUG: View 4 : 0.505391804457 +2016-08-19 10:15:34,703 DEBUG: Best view : Clinic_ +2016-08-19 10:15:34,718 DEBUG: Start: Iteration 40 +2016-08-19 10:15:34,942 DEBUG: View 1 : 0.473484848485 +2016-08-19 10:15:34,956 DEBUG: View 0 : 0.680998613037 +2016-08-19 10:15:35,111 DEBUG: View 3 : 0.499516908213 +2016-08-19 10:15:35,213 DEBUG: View 2 : 0.552944128471 +2016-08-19 10:15:35,397 DEBUG: View 4 : 0.560275229358 +2016-08-19 10:15:35,646 DEBUG: Best view : MRNASeq +2016-08-19 10:15:35,661 DEBUG: Start: Iteration 41 +2016-08-19 10:15:35,878 DEBUG: View 1 : 0.697368421053 +2016-08-19 10:15:35,891 DEBUG: View 0 : 0.349110671937 +2016-08-19 10:15:36,052 DEBUG: View 3 : 0.615411764706 +2016-08-19 10:15:36,153 DEBUG: View 2 : 0.468468468468 +2016-08-19 10:15:36,337 DEBUG: View 4 : 0.510461760462 +2016-08-19 10:15:36,590 DEBUG: Best view : Clinic_ +2016-08-19 10:15:36,605 DEBUG: Start: Iteration 42 +2016-08-19 10:15:36,820 DEBUG: View 1 : 0.492628992629 +2016-08-19 10:15:36,838 DEBUG: View 0 : 0.739116517286 +2016-08-19 10:15:36,995 DEBUG: View 3 : 0.576788553259 +2016-08-19 10:15:37,097 DEBUG: View 2 : 0.568700396825 +2016-08-19 10:15:37,284 DEBUG: View 4 : 0.544206094627 +2016-08-19 10:15:37,531 DEBUG: Best view : Methyl_ +2016-08-19 10:15:37,546 DEBUG: Start: Iteration 43 +2016-08-19 10:15:37,717 DEBUG: View 1 : 0.594622792937 +2016-08-19 10:15:37,731 DEBUG: View 0 : 0.698675496689 +2016-08-19 10:15:37,888 DEBUG: View 3 : 0.655935251799 +2016-08-19 10:15:37,989 DEBUG: View 2 : 0.522751322751 +2016-08-19 10:15:38,174 DEBUG: View 4 : 0.555753070459 +2016-08-19 10:15:38,374 DEBUG: Best view : Clinic_ +2016-08-19 10:15:38,389 DEBUG: Start: Iteration 44 +2016-08-19 10:15:38,607 DEBUG: View 1 : 0.525362318841 +2016-08-19 10:15:38,618 DEBUG: View 0 : 0.62462406015 +2016-08-19 10:15:38,778 DEBUG: View 3 : 0.691005291005 +2016-08-19 10:15:38,875 DEBUG: View 2 : 0.544244604317 +2016-08-19 10:15:39,062 DEBUG: View 4 : 0.535042180402 +2016-08-19 10:15:39,324 DEBUG: Best view : Clinic_ +2016-08-19 10:15:39,340 DEBUG: Start: Iteration 45 +2016-08-19 10:15:39,507 DEBUG: View 1 : 0.465977822581 +2016-08-19 10:15:39,520 DEBUG: View 0 : 0.715425531915 +2016-08-19 10:15:39,674 DEBUG: View 3 : 0.543209876543 +2016-08-19 10:15:39,776 DEBUG: View 2 : 0.616871873798 +2016-08-19 10:15:39,957 DEBUG: View 4 : 0.516513761468 +2016-08-19 10:15:40,176 DEBUG: Best view : Methyl_ +2016-08-19 10:15:40,191 DEBUG: Start: Iteration 46 +2016-08-19 10:15:40,364 DEBUG: View 1 : 0.56724137931 +2016-08-19 10:15:40,376 DEBUG: View 0 : 0.684726522188 +2016-08-19 10:15:40,532 DEBUG: View 3 : 0.534496124031 +2016-08-19 10:15:40,634 DEBUG: View 2 : 0.545908346972 +2016-08-19 10:15:40,825 DEBUG: View 4 : 0.558183306056 +2016-08-19 10:15:41,031 DEBUG: Best view : MiRNA__ +2016-08-19 10:15:41,047 DEBUG: Start: Iteration 47 +2016-08-19 10:15:41,224 DEBUG: View 1 : 0.650326797386 +2016-08-19 10:15:41,237 DEBUG: View 0 : 0.360152621102 +2016-08-19 10:15:41,395 DEBUG: View 3 : 0.500483091787 +2016-08-19 10:15:41,495 DEBUG: View 2 : 0.535531370038 +2016-08-19 10:15:41,691 DEBUG: View 4 : 0.557457627119 +2016-08-19 10:15:42,003 DEBUG: Best view : MiRNA__ +2016-08-19 10:15:42,020 DEBUG: Start: Iteration 48 +2016-08-19 10:15:42,259 DEBUG: View 1 : 0.490752757949 +2016-08-19 10:15:42,270 DEBUG: View 0 : 0.741401687216 +2016-08-19 10:15:42,438 DEBUG: View 3 : 0.701195862961 +2016-08-19 10:15:42,543 DEBUG: View 2 : 0.500664599025 +2016-08-19 10:15:42,762 DEBUG: View 4 : 0.547943037975 +2016-08-19 10:15:42,971 DEBUG: Best view : Methyl_ +2016-08-19 10:15:42,987 DEBUG: Start: Iteration 49 +2016-08-19 10:15:43,167 DEBUG: View 1 : 0.403898582334 +2016-08-19 10:15:43,182 DEBUG: View 0 : 0.644193127447 +2016-08-19 10:15:43,340 DEBUG: View 3 : 0.567094313454 +2016-08-19 10:15:43,445 DEBUG: View 2 : 0.531676089125 +2016-08-19 10:15:43,626 DEBUG: View 4 : 0.550793650794 +2016-08-19 10:15:43,849 DEBUG: Best view : Clinic_ +2016-08-19 10:15:43,867 DEBUG: Start: Iteration 50 +2016-08-19 10:15:44,058 DEBUG: View 1 : 0.465977822581 +2016-08-19 10:15:44,072 DEBUG: View 0 : 0.353529411765 +2016-08-19 10:15:44,233 DEBUG: View 3 : 0.520381836945 +2016-08-19 10:15:44,341 DEBUG: View 2 : 0.582908569608 +2016-08-19 10:15:44,545 DEBUG: View 4 : 0.589442815249 +2016-08-19 10:15:44,840 DEBUG: Best view : MRNASeq +2016-08-19 10:15:44,857 DEBUG: Start: Iteration 51 +2016-08-19 10:15:45,105 DEBUG: View 1 : 0.537253289474 +2016-08-19 10:15:45,119 DEBUG: View 0 : 0.538888888889 +2016-08-19 10:15:45,282 DEBUG: View 3 : 0.569392284056 +2016-08-19 10:15:45,384 DEBUG: View 2 : 0.587837837838 +2016-08-19 10:15:45,584 DEBUG: View 4 : 0.51804368471 +2016-08-19 10:15:45,824 DEBUG: Best view : RNASeq_ +2016-08-19 10:15:45,841 DEBUG: Start: Iteration 52 +2016-08-19 10:15:46,058 DEBUG: View 1 : 0.581713921631 +2016-08-19 10:15:46,071 DEBUG: View 0 : 0.273449920509 +2016-08-19 10:15:46,232 DEBUG: View 3 : 0.504363283775 +2016-08-19 10:15:46,333 DEBUG: View 2 : 0.560857998005 +2016-08-19 10:15:46,518 DEBUG: View 4 : 0.509247242051 +2016-08-19 10:15:46,791 DEBUG: Best view : RNASeq_ +2016-08-19 10:15:46,808 DEBUG: Start: Iteration 53 +2016-08-19 10:15:46,986 DEBUG: View 1 : 0.464468629962 +2016-08-19 10:15:47,004 DEBUG: View 0 : 0.646470588235 +2016-08-19 10:15:47,162 DEBUG: View 3 : 0.548529411765 +2016-08-19 10:15:47,262 DEBUG: View 2 : 0.561403508772 +2016-08-19 10:15:47,451 DEBUG: View 4 : 0.547729618163 +2016-08-19 10:15:47,758 DEBUG: Best view : Clinic_ +2016-08-19 10:15:47,775 DEBUG: Start: Iteration 54 +2016-08-19 10:15:47,995 DEBUG: View 1 : 0.450694444444 +2016-08-19 10:15:48,007 DEBUG: View 0 : 0.322727272727 +2016-08-19 10:15:48,163 DEBUG: View 3 : 0.566261203585 +2016-08-19 10:15:48,264 DEBUG: View 2 : 0.553359683794 +2016-08-19 10:15:48,454 DEBUG: View 4 : 0.506137479542 +2016-08-19 10:15:48,736 DEBUG: Best view : RNASeq_ +2016-08-19 10:15:48,753 DEBUG: Start: Iteration 55 +2016-08-19 10:15:48,923 DEBUG: View 1 : 0.500292397661 +2016-08-19 10:15:48,936 DEBUG: View 0 : 0.381208053691 +2016-08-19 10:15:49,092 DEBUG: View 3 : 0.658881578947 +2016-08-19 10:15:49,189 DEBUG: View 2 : 0.519262634631 +2016-08-19 10:15:49,383 DEBUG: View 4 : 0.571931260229 +2016-08-19 10:15:49,614 DEBUG: Best view : Clinic_ +2016-08-19 10:15:49,632 DEBUG: Start: Iteration 56 +2016-08-19 10:15:49,853 DEBUG: View 1 : 0.506137479542 +2016-08-19 10:15:49,867 DEBUG: View 0 : 0.748464770524 +2016-08-19 10:15:50,023 DEBUG: View 3 : 0.556603773585 +2016-08-19 10:15:50,123 DEBUG: View 2 : 0.565268987342 +2016-08-19 10:15:50,308 DEBUG: View 4 : 0.558183306056 +2016-08-19 10:15:50,598 DEBUG: Best view : Methyl_ +2016-08-19 10:15:50,615 DEBUG: Start: Iteration 57 +2016-08-19 10:15:50,794 DEBUG: View 1 : 0.490752757949 +2016-08-19 10:15:50,812 DEBUG: View 0 : 0.647052927025 +2016-08-19 10:15:50,971 DEBUG: View 3 : 0.58642765685 +2016-08-19 10:15:51,071 DEBUG: View 2 : 0.606631299735 +2016-08-19 10:15:51,259 DEBUG: View 4 : 0.511962552011 +2016-08-19 10:15:51,586 DEBUG: Best view : RNASeq_ +2016-08-19 10:15:51,604 DEBUG: Start: Iteration 58 +2016-08-19 10:15:51,822 DEBUG: View 1 : 0.466057797165 +2016-08-19 10:15:51,836 DEBUG: View 0 : 0.688460225333 +2016-08-19 10:15:51,998 DEBUG: View 3 : 0.534194528875 +2016-08-19 10:15:52,100 DEBUG: View 2 : 0.501536360533 +2016-08-19 10:15:52,298 DEBUG: View 4 : 0.467592592593 +2016-08-19 10:15:52,583 DEBUG: Best view : Methyl_ +2016-08-19 10:15:52,602 DEBUG: Start: Iteration 59 +2016-08-19 10:15:52,831 DEBUG: View 1 : 0.524812030075 +2016-08-19 10:15:52,844 DEBUG: View 0 : 0.646470588235 +2016-08-19 10:15:52,998 DEBUG: View 3 : 0.550338983051 +2016-08-19 10:15:53,101 DEBUG: View 2 : 0.58642765685 +2016-08-19 10:15:53,296 DEBUG: View 4 : 0.5476388427 +2016-08-19 10:15:53,577 DEBUG: Best view : Clinic_ +2016-08-19 10:15:53,596 DEBUG: Start: Iteration 60 +2016-08-19 10:15:53,812 DEBUG: View 1 : 0.578985275288 +2016-08-19 10:15:53,830 DEBUG: View 0 : 0.69595959596 +2016-08-19 10:15:53,987 DEBUG: View 3 : 0.583061002179 +2016-08-19 10:15:54,087 DEBUG: View 2 : 0.589427662957 +2016-08-19 10:15:54,275 DEBUG: View 4 : 0.641559592379 +2016-08-19 10:15:54,579 DEBUG: Best view : MRNASeq +2016-08-19 10:15:54,598 DEBUG: Start: Iteration 61 +2016-08-19 10:15:54,819 DEBUG: View 1 : 0.56860051713 +2016-08-19 10:15:54,838 DEBUG: View 0 : 0.677272727273 +2016-08-19 10:15:54,995 DEBUG: View 3 : 0.680777848912 +2016-08-19 10:15:55,095 DEBUG: View 2 : 0.491439441978 +2016-08-19 10:15:55,290 DEBUG: View 4 : 0.560857998005 +2016-08-19 10:15:55,582 DEBUG: Best view : Clinic_ +2016-08-19 10:15:55,600 DEBUG: Start: Iteration 62 +2016-08-19 10:15:55,779 DEBUG: View 1 : 0.501575630252 +2016-08-19 10:15:55,797 DEBUG: View 0 : 0.688460225333 +2016-08-19 10:15:55,953 DEBUG: View 3 : 0.64025974026 +2016-08-19 10:15:56,053 DEBUG: View 2 : 0.493862520458 +2016-08-19 10:15:56,243 DEBUG: View 4 : 0.550793650794 +2016-08-19 10:15:56,583 DEBUG: Best view : Clinic_ +2016-08-19 10:15:56,602 DEBUG: Start: Iteration 63 +2016-08-19 10:15:56,788 DEBUG: View 1 : 0.55031810295 +2016-08-19 10:15:56,801 DEBUG: View 0 : 0.730603448276 +2016-08-19 10:15:56,956 DEBUG: View 3 : 0.597954173486 +2016-08-19 10:15:57,056 DEBUG: View 2 : 0.594295410472 +2016-08-19 10:15:57,241 DEBUG: View 4 : 0.458681610942 +2016-08-19 10:15:57,587 DEBUG: Best view : Methyl_ +2016-08-19 10:15:57,606 DEBUG: Start: Iteration 64 +2016-08-19 10:15:57,778 DEBUG: View 1 : 0.442004504505 +2016-08-19 10:15:57,791 DEBUG: View 0 : 0.37537593985 +2016-08-19 10:15:57,946 DEBUG: View 3 : 0.560144346431 +2016-08-19 10:15:58,047 DEBUG: View 2 : 0.508585858586 +2016-08-19 10:15:58,240 DEBUG: View 4 : 0.522807298335 +2016-08-19 10:15:58,495 DEBUG: Best view : Clinic_ +2016-08-19 10:15:58,515 DEBUG: Start: Iteration 65 +2016-08-19 10:15:58,739 DEBUG: View 1 : 0.56724137931 +2016-08-19 10:15:58,752 DEBUG: View 0 : 0.690235294118 +2016-08-19 10:15:58,908 DEBUG: View 3 : 0.472752293578 +2016-08-19 10:15:59,008 DEBUG: View 2 : 0.515364916773 +2016-08-19 10:15:59,202 DEBUG: View 4 : 0.553500221533 +2016-08-19 10:15:59,512 DEBUG: Best view : Methyl_ +2016-08-19 10:15:59,532 DEBUG: Start: Iteration 66 +2016-08-19 10:15:59,766 DEBUG: View 1 : 0.480737365369 +2016-08-19 10:15:59,785 DEBUG: View 0 : 0.722204523734 +2016-08-19 10:15:59,943 DEBUG: View 3 : 0.645666131621 +2016-08-19 10:16:00,048 DEBUG: View 2 : 0.576328502415 +2016-08-19 10:16:00,238 DEBUG: View 4 : 0.59202085004 +2016-08-19 10:16:00,535 DEBUG: Best view : Methyl_ +2016-08-19 10:16:00,555 DEBUG: Start: Iteration 67 +2016-08-19 10:16:00,775 DEBUG: View 1 : 0.501221896383 +2016-08-19 10:16:00,793 DEBUG: View 0 : 0.643162393162 +2016-08-19 10:16:00,950 DEBUG: View 3 : 0.547729618163 +2016-08-19 10:16:01,048 DEBUG: View 2 : 0.509915254237 +2016-08-19 10:16:01,239 DEBUG: View 4 : 0.589449541284 +2016-08-19 10:16:01,554 DEBUG: Best view : MRNASeq +2016-08-19 10:16:01,574 DEBUG: Start: Iteration 68 +2016-08-19 10:16:01,738 DEBUG: View 1 : 0.498424369748 +2016-08-19 10:16:01,751 DEBUG: View 0 : 0.500664599025 +2016-08-19 10:16:01,915 DEBUG: View 3 : 0.555753070459 +2016-08-19 10:16:02,017 DEBUG: View 2 : 0.579502279635 +2016-08-19 10:16:02,210 DEBUG: View 4 : 0.49735915493 +2016-08-19 10:16:02,572 DEBUG: Best view : RNASeq_ +2016-08-19 10:16:02,592 DEBUG: Start: Iteration 69 +2016-08-19 10:16:02,803 DEBUG: View 1 : 0.697368421053 +2016-08-19 10:16:02,815 DEBUG: View 0 : 0.557048367094 +2016-08-19 10:16:02,973 DEBUG: View 3 : 0.623240589198 +2016-08-19 10:16:03,073 DEBUG: View 2 : 0.518276473195 +2016-08-19 10:16:03,268 DEBUG: View 4 : 0.567057704502 +2016-08-19 10:16:03,595 DEBUG: Best view : Clinic_ +2016-08-19 10:16:03,615 DEBUG: Start: Iteration 70 +2016-08-19 10:16:03,786 DEBUG: View 1 : 0.524812030075 +2016-08-19 10:16:03,798 DEBUG: View 0 : 0.274171963868 +2016-08-19 10:16:03,956 DEBUG: View 3 : 0.467592592593 +2016-08-19 10:16:04,056 DEBUG: View 2 : 0.539528432732 +2016-08-19 10:16:04,246 DEBUG: View 4 : 0.498310810811 +2016-08-19 10:16:04,523 DEBUG: Best view : MiRNA__ +2016-08-19 10:16:04,544 DEBUG: Start: Iteration 71 +2016-08-19 10:16:04,757 DEBUG: View 1 : 0.506225296443 +2016-08-19 10:16:04,776 DEBUG: View 0 : 0.656593406593 +2016-08-19 10:16:04,931 DEBUG: View 3 : 0.534194528875 +2016-08-19 10:16:05,034 DEBUG: View 2 : 0.520224719101 +2016-08-19 10:16:05,224 DEBUG: View 4 : 0.537922705314 +2016-08-19 10:16:05,546 DEBUG: Best view : Clinic_ +2016-08-19 10:16:05,568 DEBUG: Start: Iteration 72 +2016-08-19 10:16:05,739 DEBUG: View 1 : 0.650326797386 +2016-08-19 10:16:05,750 DEBUG: View 0 : 0.705104131103 +2016-08-19 10:16:05,909 DEBUG: View 3 : 0.599529526282 +2016-08-19 10:16:06,006 DEBUG: View 2 : 0.608134920635 +2016-08-19 10:16:06,192 DEBUG: View 4 : 0.528301886792 +2016-08-19 10:16:06,474 DEBUG: Best view : Methyl_ +2016-08-19 10:16:06,495 DEBUG: Start: Iteration 73 +2016-08-19 10:16:06,664 DEBUG: View 1 : 0.480737365369 +2016-08-19 10:16:06,682 DEBUG: View 0 : 0.656593406593 +2016-08-19 10:16:06,839 DEBUG: View 3 : 0.513549682168 +2016-08-19 10:16:06,938 DEBUG: View 2 : 0.50025092004 +2016-08-19 10:16:07,121 DEBUG: View 4 : 0.540229885057 +2016-08-19 10:16:07,421 DEBUG: Best view : MRNASeq +2016-08-19 10:16:07,442 DEBUG: Start: Iteration 74 +2016-08-19 10:16:07,612 DEBUG: View 1 : 0.531100917431 +2016-08-19 10:16:07,623 DEBUG: View 0 : 0.343406593407 +2016-08-19 10:16:07,782 DEBUG: View 3 : 0.530058177117 +2016-08-19 10:16:07,883 DEBUG: View 2 : 0.559294117647 +2016-08-19 10:16:08,066 DEBUG: View 4 : 0.570037986705 +2016-08-19 10:16:08,356 DEBUG: Best view : RNASeq_ +2016-08-19 10:16:08,377 DEBUG: Start: Iteration 75 +2016-08-19 10:16:08,556 DEBUG: View 1 : 0.496590909091 +2016-08-19 10:16:08,568 DEBUG: View 0 : 0.680998613037 +2016-08-19 10:16:08,722 DEBUG: View 3 : 0.602394916911 +2016-08-19 10:16:08,824 DEBUG: View 2 : 0.50746388443 +2016-08-19 10:16:09,004 DEBUG: View 4 : 0.601577529819 +2016-08-19 10:16:09,292 DEBUG: Best view : MRNASeq +2016-08-19 10:16:09,313 DEBUG: Start: Iteration 76 +2016-08-19 10:16:09,538 DEBUG: View 1 : 0.506137479542 +2016-08-19 10:16:09,551 DEBUG: View 0 : 0.37015503876 +2016-08-19 10:16:09,707 DEBUG: View 3 : 0.576295045045 +2016-08-19 10:16:09,838 DEBUG: View 2 : 0.600158982512 +2016-08-19 10:16:10,037 DEBUG: View 4 : 0.534055727554 +2016-08-19 10:16:10,327 DEBUG: Best view : RNASeq_ +2016-08-19 10:16:10,348 DEBUG: Start: Iteration 77 +2016-08-19 10:16:10,563 DEBUG: View 1 : 0.501221896383 +2016-08-19 10:16:10,577 DEBUG: View 0 : 0.688460225333 +2016-08-19 10:16:10,733 DEBUG: View 3 : 0.656647116325 +2016-08-19 10:16:10,831 DEBUG: View 2 : 0.56860051713 +2016-08-19 10:16:11,017 DEBUG: View 4 : 0.590762711864 +2016-08-19 10:16:11,375 DEBUG: Best view : Clinic_ +2016-08-19 10:16:11,398 DEBUG: Start: Iteration 78 +2016-08-19 10:16:11,622 DEBUG: View 1 : 0.508484162896 +2016-08-19 10:16:11,635 DEBUG: View 0 : 0.654730983302 +2016-08-19 10:16:11,790 DEBUG: View 3 : 0.739116517286 +2016-08-19 10:16:11,890 DEBUG: View 2 : 0.522784810127 +2016-08-19 10:16:12,076 DEBUG: View 4 : 0.505391804457 +2016-08-19 10:16:12,424 DEBUG: Best view : Clinic_ +2016-08-19 10:16:12,446 DEBUG: Start: Iteration 79 +2016-08-19 10:16:12,671 DEBUG: View 1 : 0.490752757949 +2016-08-19 10:16:12,682 DEBUG: View 0 : 0.2796875 +2016-08-19 10:16:12,842 DEBUG: View 3 : 0.565231092437 +2016-08-19 10:16:12,944 DEBUG: View 2 : 0.558333333333 +2016-08-19 10:16:13,128 DEBUG: View 4 : 0.514516129032 +2016-08-19 10:16:13,482 DEBUG: Best view : Clinic_ +2016-08-19 10:16:13,504 DEBUG: Start: Iteration 80 +2016-08-19 10:16:13,720 DEBUG: View 1 : 0.531565656566 +2016-08-19 10:16:13,732 DEBUG: View 0 : 0.294129805705 +2016-08-19 10:16:13,886 DEBUG: View 3 : 0.57373458793 +2016-08-19 10:16:13,986 DEBUG: View 2 : 0.606060606061 +2016-08-19 10:16:14,173 DEBUG: View 4 : 0.556603773585 +2016-08-19 10:16:14,539 DEBUG: Best view : RNASeq_ +2016-08-19 10:16:14,562 DEBUG: Start: Iteration 81 +2016-08-19 10:16:14,730 DEBUG: View 1 : 0.697368421053 +2016-08-19 10:16:14,743 DEBUG: View 0 : 0.571523556231 +2016-08-19 10:16:14,898 DEBUG: View 3 : 0.559003496503 +2016-08-19 10:16:14,999 DEBUG: View 2 : 0.542410714286 +2016-08-19 10:16:15,190 DEBUG: View 4 : 0.515364916773 +2016-08-19 10:16:15,496 DEBUG: Best view : Clinic_ +2016-08-19 10:16:15,519 DEBUG: Start: Iteration 82 +2016-08-19 10:16:15,708 DEBUG: View 1 : 0.480737365369 +2016-08-19 10:16:15,721 DEBUG: View 0 : 0.735415345593 +2016-08-19 10:16:15,878 DEBUG: View 3 : 0.553500221533 +2016-08-19 10:16:15,978 DEBUG: View 2 : 0.587837837838 +2016-08-19 10:16:16,164 DEBUG: View 4 : 0.52196969697 +2016-08-19 10:16:16,560 DEBUG: Best view : Methyl_ +2016-08-19 10:16:16,583 DEBUG: Start: Iteration 83 +2016-08-19 10:16:16,762 DEBUG: View 1 : 0.503608660786 +2016-08-19 10:16:16,775 DEBUG: View 0 : 0.722204523734 +2016-08-19 10:16:16,930 DEBUG: View 3 : 0.503989361702 +2016-08-19 10:16:17,028 DEBUG: View 2 : 0.617157490397 +2016-08-19 10:16:17,218 DEBUG: View 4 : 0.556387384517 +2016-08-19 10:16:17,527 DEBUG: Best view : Methyl_ +2016-08-19 10:16:17,550 DEBUG: Start: Iteration 84 +2016-08-19 10:16:17,765 DEBUG: View 1 : 0.500292397661 +2016-08-19 10:16:17,779 DEBUG: View 0 : 0.524388111888 +2016-08-19 10:16:17,941 DEBUG: View 3 : 0.566744730679 +2016-08-19 10:16:18,040 DEBUG: View 2 : 0.574862385321 +2016-08-19 10:16:18,234 DEBUG: View 4 : 0.555821099351 +2016-08-19 10:16:18,591 DEBUG: Best view : RNASeq_ +2016-08-19 10:16:18,615 DEBUG: Start: Iteration 85 +2016-08-19 10:16:18,835 DEBUG: View 1 : 0.466233354471 +2016-08-19 10:16:18,847 DEBUG: View 0 : 0.628571428571 +2016-08-19 10:16:19,005 DEBUG: View 3 : 0.598484848485 +2016-08-19 10:16:19,105 DEBUG: View 2 : 0.536772486772 +2016-08-19 10:16:19,295 DEBUG: View 4 : 0.562748015873 +2016-08-19 10:16:19,677 DEBUG: Best view : Clinic_ +2016-08-19 10:16:19,701 DEBUG: Start: Iteration 86 +2016-08-19 10:16:19,930 DEBUG: View 1 : 0.672147651007 +2016-08-19 10:16:19,942 DEBUG: View 0 : 0.343406593407 +2016-08-19 10:16:20,097 DEBUG: View 3 : 0.581845238095 +2016-08-19 10:16:20,197 DEBUG: View 2 : 0.609761904762 +2016-08-19 10:16:20,387 DEBUG: View 4 : 0.548256649892 +2016-08-19 10:16:20,760 DEBUG: Best view : MiRNA__ +2016-08-19 10:16:20,784 DEBUG: Start: Iteration 87 +2016-08-19 10:16:21,000 DEBUG: View 1 : 0.650326797386 +2016-08-19 10:16:21,014 DEBUG: View 0 : 0.284453781513 +2016-08-19 10:16:21,170 DEBUG: View 3 : 0.586283185841 +2016-08-19 10:16:21,270 DEBUG: View 2 : 0.502373417722 +2016-08-19 10:16:21,462 DEBUG: View 4 : 0.471911011524 +2016-08-19 10:16:21,844 DEBUG: Best view : Clinic_ +2016-08-19 10:16:21,868 DEBUG: Start: Iteration 88 +2016-08-19 10:16:22,047 DEBUG: View 1 : 0.650326797386 +2016-08-19 10:16:22,059 DEBUG: View 0 : 0.712007089056 +2016-08-19 10:16:22,213 DEBUG: View 3 : 0.505391804457 +2016-08-19 10:16:22,314 DEBUG: View 2 : 0.565982404692 +2016-08-19 10:16:22,505 DEBUG: View 4 : 0.570988841862 +2016-08-19 10:16:22,826 DEBUG: Best view : Methyl_ +2016-08-19 10:16:22,850 DEBUG: Start: Iteration 89 +2016-08-19 10:16:23,033 DEBUG: View 1 : 0.520381836945 +2016-08-19 10:16:23,045 DEBUG: View 0 : 0.573101265823 +2016-08-19 10:16:23,207 DEBUG: View 3 : 0.58875128999 +2016-08-19 10:16:23,308 DEBUG: View 2 : 0.604866835764 +2016-08-19 10:16:23,497 DEBUG: View 4 : 0.493034055728 +2016-08-19 10:16:23,909 DEBUG: Best view : Clinic_ +2016-08-19 10:16:23,934 DEBUG: Start: Iteration 90 +2016-08-19 10:16:24,103 DEBUG: View 1 : 0.478571428571 +2016-08-19 10:16:24,116 DEBUG: View 0 : 0.264584654407 +2016-08-19 10:16:24,271 DEBUG: View 3 : 0.558507223114 +2016-08-19 10:16:24,372 DEBUG: View 2 : 0.515107545237 +2016-08-19 10:16:24,559 DEBUG: View 4 : 0.528153153153 +2016-08-19 10:16:24,897 DEBUG: Best view : Clinic_ +2016-08-19 10:16:24,921 DEBUG: Start: Iteration 91 +2016-08-19 10:16:25,085 DEBUG: View 1 : 0.438596491228 +2016-08-19 10:16:25,098 DEBUG: View 0 : 0.309764705882 +2016-08-19 10:16:25,254 DEBUG: View 3 : 0.627536231884 +2016-08-19 10:16:25,354 DEBUG: View 2 : 0.551152073733 +2016-08-19 10:16:25,537 DEBUG: View 4 : 0.596124031008 +2016-08-19 10:16:25,889 DEBUG: Best view : Clinic_ +2016-08-19 10:16:25,914 DEBUG: Start: Iteration 92 +2016-08-19 10:16:26,080 DEBUG: View 1 : 0.507371007371 +2016-08-19 10:16:26,093 DEBUG: View 0 : 0.618925831202 +2016-08-19 10:16:26,250 DEBUG: View 3 : 0.528088988476 +2016-08-19 10:16:26,349 DEBUG: View 2 : 0.657120743034 +2016-08-19 10:16:26,545 DEBUG: View 4 : 0.542905623788 +2016-08-19 10:16:26,881 DEBUG: Best view : RNASeq_ +2016-08-19 10:16:26,906 DEBUG: Start: Iteration 93 +2016-08-19 10:16:27,129 DEBUG: View 1 : 0.487919463087 +2016-08-19 10:16:27,148 DEBUG: View 0 : 0.343406593407 +2016-08-19 10:16:27,304 DEBUG: View 3 : 0.672857142857 +2016-08-19 10:16:27,404 DEBUG: View 2 : 0.500292397661 +2016-08-19 10:16:27,588 DEBUG: View 4 : 0.595571838165 +2016-08-19 10:16:27,979 DEBUG: Best view : Clinic_ +2016-08-19 10:16:28,004 DEBUG: Start: Iteration 94 +2016-08-19 10:16:28,224 DEBUG: View 1 : 0.676221804511 +2016-08-19 10:16:28,238 DEBUG: View 0 : 0.688460225333 +2016-08-19 10:16:28,392 DEBUG: View 3 : 0.62394771821 +2016-08-19 10:16:28,493 DEBUG: View 2 : 0.548255441741 +2016-08-19 10:16:28,683 DEBUG: View 4 : 0.552689873418 +2016-08-19 10:16:29,081 DEBUG: Best view : Clinic_ +2016-08-19 10:16:29,106 DEBUG: Start: Iteration 95 +2016-08-19 10:16:29,324 DEBUG: View 1 : 0.520381836945 +2016-08-19 10:16:29,337 DEBUG: View 0 : 0.726890756303 +2016-08-19 10:16:29,493 DEBUG: View 3 : 0.599529526282 +2016-08-19 10:16:29,591 DEBUG: View 2 : 0.623897353649 +2016-08-19 10:16:29,782 DEBUG: View 4 : 0.525745492372 +2016-08-19 10:16:30,185 DEBUG: Best view : Methyl_ +2016-08-19 10:16:30,211 DEBUG: Start: Iteration 96 +2016-08-19 10:16:30,437 DEBUG: View 1 : 0.477215189873 +2016-08-19 10:16:30,447 DEBUG: View 0 : 0.722204523734 +2016-08-19 10:16:30,606 DEBUG: View 3 : 0.599151728553 +2016-08-19 10:16:30,707 DEBUG: View 2 : 0.602394916911 +2016-08-19 10:16:30,896 DEBUG: View 4 : 0.565982404692 +2016-08-19 10:16:31,303 DEBUG: Best view : Methyl_ +2016-08-19 10:16:31,328 DEBUG: Start: Iteration 97 +2016-08-19 10:16:31,545 DEBUG: View 1 : 0.473653395785 +2016-08-19 10:16:31,557 DEBUG: View 0 : 0.69798951049 +2016-08-19 10:16:31,716 DEBUG: View 3 : 0.553359683794 +2016-08-19 10:16:31,816 DEBUG: View 2 : 0.525326797386 +2016-08-19 10:16:32,003 DEBUG: View 4 : 0.542249914647 +2016-08-19 10:16:32,412 DEBUG: Best view : Methyl_ +2016-08-19 10:16:32,438 DEBUG: Start: Iteration 98 +2016-08-19 10:16:32,624 DEBUG: View 1 : 0.813291139241 +2016-08-19 10:16:32,639 DEBUG: View 0 : 0.688460225333 +2016-08-19 10:16:32,794 DEBUG: View 3 : 0.708932422717 +2016-08-19 10:16:32,894 DEBUG: View 2 : 0.576833213515 +2016-08-19 10:16:33,086 DEBUG: View 4 : 0.55303030303 +2016-08-19 10:16:33,526 DEBUG: Best view : Clinic_ +2016-08-19 10:16:33,552 DEBUG: Start: Iteration 99 +2016-08-19 10:16:33,765 DEBUG: View 1 : 0.533435314685 +2016-08-19 10:16:33,778 DEBUG: View 0 : 0.658532110092 +2016-08-19 10:16:33,932 DEBUG: View 3 : 0.558972733037 +2016-08-19 10:16:34,031 DEBUG: View 2 : 0.533766645529 +2016-08-19 10:16:34,215 DEBUG: View 4 : 0.617790811339 +2016-08-19 10:16:34,639 DEBUG: Best view : MRNASeq +2016-08-19 10:16:34,666 DEBUG: Start: Iteration 100 +2016-08-19 10:16:34,854 DEBUG: View 1 : 0.498424369748 +2016-08-19 10:16:34,873 DEBUG: View 0 : 0.62462406015 +2016-08-19 10:16:35,029 DEBUG: View 3 : 0.606060606061 +2016-08-19 10:16:35,130 DEBUG: View 2 : 0.570037986705 +2016-08-19 10:16:35,317 DEBUG: View 4 : 0.522263450835 +2016-08-19 10:16:35,768 DEBUG: Best view : Clinic_ +2016-08-19 10:16:35,795 INFO: Start: Classification +2016-08-19 10:16:52,851 INFO: Done: Fold number 1 +2016-08-19 10:16:52,851 INFO: Start: Fold number 2 +2016-08-19 10:16:52,910 DEBUG: Start: Iteration 1 +2016-08-19 10:16:53,162 DEBUG: View 1 : 0.310126582278 +2016-08-19 10:16:53,176 DEBUG: View 0 : 0.310126582278 +2016-08-19 10:16:53,335 DEBUG: View 3 : 0.553360793859 +2016-08-19 10:16:53,368 DEBUG: View 2 : 0.310126582278 +2016-08-19 10:16:53,573 DEBUG: View 4 : 0.310126582278 diff --git a/Code/MultiView/Results/2016_08_19-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log b/Code/MultiView/Results/2016_08_19-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..bcc779d3bb60974078f315c8b9d5b3dfe643c6c9 --- /dev/null +++ b/Code/MultiView/Results/2016_08_19-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log @@ -0,0 +1,3 @@ +2016-08-19 08:30:28,211 INFO: ### Main Programm for Multiview Classification +2016-08-19 08:30:28,211 INFO: ### Classification - Database : MultiOmicModified ; Views : Methyl, MiRNA, RNASEQ, Clinical ; Algorithm : Mumbo ; Cores : 1 +2016-08-19 08:30:28,211 INFO: Start: Read HDF5 Database Files for MultiOmicModified diff --git a/Code/MultiView/__init__.py b/Code/MultiView/__init__.py index 7b28b39d1371631dab12e8be626aef807054c502..ea827a227866274f51c18eef61879a23f328b060 100644 --- a/Code/MultiView/__init__.py +++ b/Code/MultiView/__init__.py @@ -1,2 +1,2 @@ -from . import GetMutliviewDb, Mumbo, Fusion +from . import GetMultiviewDb, Mumbo, Fusion __all__ = ['Fusion', 'Mumbo'] diff --git a/Code/MultiView/run.py b/Code/MultiView/run.py index 67bc8550838dc5afce24db4b9209281fafb6f426..279af993fd45364b1e52d623833d4ce46bf97060 100644 --- a/Code/MultiView/run.py +++ b/Code/MultiView/run.py @@ -1,4 +1,5 @@ import os -os.system('python ExecMultiview.py -log --name MultiOmic --type .hdf5 --views Methyl:MiRNA:RNASEQ:Clinical --pathF /home/bbauvin/Documents/Data/Data_multi_omics/ --CL_split 0.3 --CL_nbFolds 4 --CL_nb_class 2 --CL_classes Positive:Negative --CL_type Fusion --CL_cores 4 --FU_type EarlyFusion --FU_method WeightedLinear') +os.system('python ExecMultiview.py -log --name MultiOmicModified --type .hdf5 --views Methyl:MiRNA:RNASEQ:Clinical --pathF /home/bbauvin/Documents/Data/Data_multi_omics/ --CL_split 0.7 --CL_nbFolds 4 --CL_nb_class 2 --CL_classes Positive:Negative --CL_type Mumbo --MU_type DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree --MU_config 1:0.02 1:0.02 1:0.1 2:0.1 1:0.1 --MU_iter 1000') # /donnees/pj_bdd_bbauvin/Data_multi_omics/ -# --MU_type DecisionTree:DecisionTree:DecisionTree:DecisionTree --MU_config 1:0.015 1:0.015 1:0.1 2:0.3 --MU_iter 100 \ No newline at end of file +# +# Fusion --CL_cores 4 --FU_type EarlyFusion --FU_method WeightedLinear \ No newline at end of file