diff --git a/Code/ExecClassif.py b/Code/ExecClassif.py index 50b6144a6385d825b5a6e28a564d28a7cc61dca5..1bc46950ae922ec05a11d7d055f28cc995969428 100644 --- a/Code/ExecClassif.py +++ b/Code/ExecClassif.py @@ -1,10 +1,15 @@ import argparse import pkgutil -import MultiView -import MonoView +import Multiview +from Multiview.ExecMultiview import ExecMultiview +from Monoview.ExecClassifMonoView import ExecMonoview +import Monoview import os import time import logging +from joblib import Parallel, delayed +from ResultAnalysis import resultAnalysis +import numpy as np parser = argparse.ArgumentParser( description='This file is used to benchmark the accuracies fo multiple classification algorithm on multiview data.', @@ -12,73 +17,210 @@ parser = argparse.ArgumentParser( 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') +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:HOG:MHOG') +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) +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, separate with : if multiple', + default='Benchmark') +groupClass.add_argument('--CL_algorithm', metavar='STRING', action='store', + help='Determine which classifier to use, if CL_type = Benchmark, fill monoview and multiview ' + 'options', default='') +groupClass.add_argument('--CL_algos_monoview', metavar='STRING', action='store', + help='Determine which monoview classifier to use, separate with : if multiple', default='') +groupClass.add_argument('--CL_algos_multiview', metavar='STRING', action='store', + help='Determine which multiview classifier to use, separate with : if multiple', 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') +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') +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') +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') +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) +groupMumbo.add_argument('--MU_types', metavar='STRING', action='store', + help='Determine which monoview classifier to use with Mumbo',default='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']) +groupFusion.add_argument('--FU_types', metavar='STRING', action='store', + help='Determine which type of fusion to use, if multiple separate with :', + default='LateFusion') +groupFusion.add_argument('--FU_ealy_methods', metavar='STRING', action='store', + help='Determine which early fusion method of fusion to use, if multiple separate with :', + default='WeightedLinear') +groupFusion.add_argument('--FU_late_methods', metavar='STRING', action='store', + help='Determine which late fusion method of fusion to use, if multiple separate with :', + 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": +benchmark = {} +if args.CL_type.split(":")==["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) + 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"]] + pkgutil.iter_modules(['Multiview/Fusion/Methods/MonoviewClassifiers']) + if not isPackage ] allFusionAlgos = {"Methods": fusionMethods, "Classifiers": fusionMonoviewClassifiers} allMumboAlgos = [name for _, name, isPackage in - pkgutil.iter_modules(['MultiView/Mumbo/Classifiers']) - if not isPackage] + pkgutil.iter_modules(['Multiview/Mumbo/Classifiers']) + if not isPackage and not name in ["SubSampling", "ModifiedMulticlass", "Kover"]] 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 + allMonoviewAlgos = [key[15:] for key in dir(Monoview.ClassifMonoView) if key[:15] == "MonoviewClassif"] + benchmark = {"Monoview": allMonoviewAlgos, "Multiview" : allMultiviewAlgos} +if "Multiview" in args.CL_type.strip(":"): + benchmark["Multiview"] = {} + if "Mumbo" in args.CL_algos_multiview.split(":"): + benchmark["Multiview"]["Mumbo"] = [args.MU_types.split(":")] + if "Fusion" in args.CL_algo_multiview.split(":"): + benchmark["Multiview"]["Fusion"]= {} + benchmark["Multiview"]["Fusion"]["Methods"] = dict((fusionType, []) for fusionType in args.FU_types.split(":")) + if "LateFusion" in args.FU_types.split(":"): + benchmark["Multiview"]["Fusion"]["LateFusion"] = args.FU_late_methods.split(":") + if "EarlyFusion" in args.FU_types.split(":"): + benchmark["Multiview"]["Fusion"]["EarlyFusion"] = args.FU_early_methods.split(":") + benchmark["Multiview"]["Fusion"]["Classifiers"] = args.FU_cl_names.split(":") + + +if "Monoview" in args.CL_type.strip(":"): + benchmark["Monoview"] = args.CL_algos_monoview.split(":") + +classifierTable = "a" +fusionClassifierConfig = "a" +fusionMethodConfig = "a" +mumboNB_ITER = "a" +mumboClassifierConfig = "a" +mumboclassifierNames = "a" +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(":")} + + +print benchmark +argumentDictionaries = {"Monoview":[], "Multiview":[]} +if benchmark["Monoview"]: + for classifier in benchmark["Monoview"]: + for view in args.views.split(":"): + arguments = {classifier+"KWARGS": globals()[classifier+"KWARGS"], "feat":view, "fileFeat": args.fileFeat, + "fileCL": args.fileCL, "fileCLD": args.fileCLD, "CL_type": classifier} + argumentDictionaries["Monoview"].append(arguments) +if benchmark["Multiview"]: + if benchmark["Multiview"]["Fusion"]: + if benchmark["Multiview"]["Fusion"]["Methods"]["LateFusion"] and benchmark["Multiview"]["Fusion"]["Classifiers"]: + for method in benchmark["Multiview"]["Fusion"]["Methods"]["LateFusion"]: + for i in range(int(np.power(len(args.views.split(":")), len(benchmark["Multiview"]["Fusion"]["Classifiers"])))): + #for classifier in benchmark["Multiview"]["Fusion"]["Classifiers"]: + # for view in args.views.split(":"): + if True==True: + classifiersMatrix = [] + arguments = {"CL_type": "Fusion", + "views": args.views.split(":"), + "NB_VIEW": len(args.views.split(":")), + "NB_CLASS": len(args.CL_classes.split(":")), + "LABELS_NAMES": args.CL_classes.split(":"), + "FusionKWARGS": {"fusionType":"LateFusion", "fusionMethod":method, + "monoviewClassifiersNames": classifierTable, + "monoviewClassifiersConfigs": fusionClassifierConfig, + 'fusionMethodConfig': fusionMethodConfig}} + argumentDictionaries["Multiview"].append(arguments) + if benchmark["Multiview"]["Fusion"]["Methods"]["EarlyFusion"] and benchmark["Multiview"]["Fusion"]["Classifiers"]: + for method in benchmark["Multiview"]["Fusion"]["Methods"]["EarlyFusion"]: + for classifier in benchmark["Multiview"]["Fusion"]["Classifiers"]: + arguments = {"CL_type": "Fusion", + "views": args.views.split(":"), + "NB_VIEW": len(args.views.split(":")), + "NB_CLASS": len(args.CL_classes.split(":")), + "LABELS_NAMES": args.CL_classes.split(":"), + "FusionKWARGS": {"fusionType":"EarlyFusion", "fusionMethod":method, + "monoviewClassifiersNames": classifier, + "monoviewClassifiersConfigs": fusionClassifierConfig, + 'fusionMethodConfig': fusionMethodConfig}} + argumentDictionaries["Multiview"].append(arguments) + if benchmark["Multiview"]["Mumbo"]: + #for classifier in benchmark["Multiview"]["Mumbo"]: + for i in range(int(np.power(len(args.views.split(":")), len(benchmark["Multiview"]["Mumbo"])))): + arguments = {"CL_type": "Mumbo", + "views": args.views.split(":"), + "NB_VIEW": len(args.views.split(":")), + "NB_CLASS": len(args.CL_classes.split(":")), + "LABELS_NAMES": args.CL_classes.split(":"), + "MumboKWARGS": {"classifiersConfigs": mumboClassifierConfig,"NB_ITER": mumboNB_ITER, + "classifiersNames": mumboclassifierNames}} + argumentDictionaries["Multiview"].append(arguments) +results = {} +# for classifierType, argumentsList in argumentDictionaries.iteritems(): +# executionMethod = globals()["Exec"+classifierType] +# results[classifierType] = Parallel(n_jobs=args.CL_cores)(delayed(executionMethod) +# (args.name, args.CL_split,args.CL_nbFolds, 1, args.type, +# args.pathF, **arguments) +# for arguments in argumentsList) +resultAnalysis(benchmark, results) +print len(argumentDictionaries["Multiview"]), len(argumentDictionaries["Monoview"]) + + # views = args.views.split(":") # dataBaseType = args.type diff --git a/Code/FeatExtraction/ExecFeatExtraction.py b/Code/FeatExtraction/ExecFeatExtraction.py index 58a8c4ce016ce76d37d6c0e3195d30455dd95275..66aaf9c9013c31d79117fb54b7b328b47504e1ac 100644 --- a/Code/FeatExtraction/ExecFeatExtraction.py +++ b/Code/FeatExtraction/ExecFeatExtraction.py @@ -13,7 +13,7 @@ import logging # To create Log-Files # Import own modules import DBCrawl # Functions to read Images from Database -import Code.MonoView.ExportResults # Functions to render results +import Code.Monoview.ExportResults # Functions to render results import FeatExtraction # Functions to extract the views from Database # Author-Info @@ -235,44 +235,44 @@ dir = os.path.dirname(os.path.abspath(__file__)) + "/Results-FeatExtr/" ### Classlabels and Description OutputfileNameClassLabels = datetime.datetime.now().strftime("%Y_%m_%d") + "-FE-" + nameDB + "-ClassLabels" -Code.MonoView.ExportResults.exportNumpyToCSV(dfImages.classLabel, dir, OutputfileNameClassLabels, '%i') -Code.MonoView.ExportResults.exportNumpyToCSV(dfImages.classLabel, dir, nameDB+'-ClassLabels', '%i') +Code.Monoview.ExportResults.exportNumpyToCSV(dfImages.classLabel, dir, OutputfileNameClassLabels, '%i') +Code.Monoview.ExportResults.exportNumpyToCSV(dfImages.classLabel, dir, nameDB + '-ClassLabels', '%i') fileNameClassLabels = datetime.datetime.now().strftime("%Y_%m_%d") + "-FE-" + nameDB + "-ClassLabels-Description" -Code.MonoView.ExportResults.exportPandasToCSV(sClassLabels, dir, fileNameClassLabels) -Code.MonoView.ExportResults.exportPandasToCSV(sClassLabels, dir, nameDB+'-ClassLabels-Description') +Code.Monoview.ExportResults.exportPandasToCSV(sClassLabels, dir, fileNameClassLabels) +Code.Monoview.ExportResults.exportPandasToCSV(sClassLabels, dir, nameDB + '-ClassLabels-Description') format = '%1.30f' ### RGB if(args.RGB): fileName = datetime.datetime.now().strftime("%Y_%m_%d") + "-FE-" + rgb_feat_desc - Code.MonoView.ExportResults.exportNumpyToCSV(rgb_f_extr_res, dir, fileName, format) - Code.MonoView.ExportResults.exportNumpyToCSV(rgb_f_extr_res, dir, nameDB+"-RGB", format) + Code.Monoview.ExportResults.exportNumpyToCSV(rgb_f_extr_res, dir, fileName, format) + Code.Monoview.ExportResults.exportNumpyToCSV(rgb_f_extr_res, dir, nameDB + "-RGB", format) ### HSV if(args.HSV): fileName = datetime.datetime.now().strftime("%Y_%m_%d") + "-FE-" + hsv_feat_desc - Code.MonoView.ExportResults.exportNumpyToCSV(hsv_f_extr_res, dir, fileName, format) - Code.MonoView.ExportResults.exportNumpyToCSV(hsv_f_extr_res, dir, nameDB+"-HSV", format) + Code.Monoview.ExportResults.exportNumpyToCSV(hsv_f_extr_res, dir, fileName, format) + Code.Monoview.ExportResults.exportNumpyToCSV(hsv_f_extr_res, dir, nameDB + "-HSV", format) ### SIFT if(args.SIFT): fileName = datetime.datetime.now().strftime("%Y_%m_%d") + "-FE-" + sift_feat_desc - Code.MonoView.ExportResults.exportNumpyToCSV(sift_f_extr_res, dir, fileName, format) - Code.MonoView.ExportResults.exportNumpyToCSV(sift_f_extr_res, dir, nameDB+"-SIFT", format) + Code.Monoview.ExportResults.exportNumpyToCSV(sift_f_extr_res, dir, fileName, format) + Code.Monoview.ExportResults.exportNumpyToCSV(sift_f_extr_res, dir, nameDB + "-SIFT", format) ### SURF if(args.SURF): fileName = datetime.datetime.now().strftime("%Y_%m_%d") + "-FE-" + surf_feat_desc - Code.MonoView.ExportResults.exportNumpyToCSV(surf_f_extr_res, dir, fileName, format) - Code.MonoView.ExportResults.exportNumpyToCSV(surf_f_extr_res, dir, nameDB+"-SURF", format) + Code.Monoview.ExportResults.exportNumpyToCSV(surf_f_extr_res, dir, fileName, format) + Code.Monoview.ExportResults.exportNumpyToCSV(surf_f_extr_res, dir, nameDB + "-SURF", format) ### HOG if(args.HOG): fileName = datetime.datetime.now().strftime("%Y_%m_%d") + "-FE-" + hog_feat_desc - Code.MonoView.ExportResults.exportNumpyToCSV(hog_f_extr_res, dir, fileName, format) - Code.MonoView.ExportResults.exportNumpyToCSV(hog_f_extr_res, dir, nameDB+"-HOG", format) + Code.Monoview.ExportResults.exportNumpyToCSV(hog_f_extr_res, dir, fileName, format) + Code.Monoview.ExportResults.exportNumpyToCSV(hog_f_extr_res, dir, nameDB + "-HOG", format) logging.debug("Done:\t Save Features to CSV Databases") \ No newline at end of file diff --git a/Code/MonoView/ClassifMonoView.py b/Code/Monoview/ClassifMonoView.py similarity index 100% rename from Code/MonoView/ClassifMonoView.py rename to Code/Monoview/ClassifMonoView.py diff --git a/Code/MonoView/ExecClassifMonoView.py b/Code/Monoview/ExecClassifMonoView.py similarity index 84% rename from Code/MonoView/ExecClassifMonoView.py rename to Code/Monoview/ExecClassifMonoView.py index 835b66af5d67e8cc8a378367ba40071e3e23a009..9bca88f8dc12565555d8ea50d31d2ff6964a7551 100644 --- a/Code/MonoView/ExecClassifMonoView.py +++ b/Code/Monoview/ExecClassifMonoView.py @@ -30,21 +30,30 @@ __date__ = 2016-03-25 ### Argument Parser -def ExecMonoview(args, RandomForestKWARGS, SVCKWARGS, DecisionTreeKWARGS, SGDKWARGS): +def ExecMonoview(name, learningRate, nbFolds, nbCores, databaseType, path, **kwargs): + RandomForestKWARGS = kwargs["RandomForestKWARGS"] + SVCKWARGS = kwargs["SVCKWARGS"] + DecisionTreeKWARGS = kwargs["DecisionTreeKWARGS"] + SGDKWARGS = kwargs["SGDKWARGS"] + feat = kwargs["feat"] + fileFeat = kwargs["fileFeat"] + fileCL = kwargs["fileCL"] + fileCLD = kwargs["fileCLD"] + CL_type = kwargs["CL_type"] # 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)) + logging.debug("### Classification - Database:" + str(name) + " Feature:" + str(feat) + " train_size:" + str(learningRate) + ", CrossValidation k-folds:" + str(nbFolds) + ", cores:" + str(nbCores)) # Read the features - logging.debug("Start:\t Read "+args.type+" Files") + logging.debug("Start:\t Read " + databaseType + " 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") + if databaseType == "csv": + X = np.genfromtxt(path + fileFeat, delimiter=';') + Y = np.genfromtxt(path + fileCL, delimiter=';') + elif databaseType == "hdf5": + dataset = h5py.File(path + 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[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_): @@ -60,7 +69,7 @@ def ExecMonoview(args, RandomForestKWARGS, SVCKWARGS, DecisionTreeKWARGS, SGDKWA # 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) + X_train, X_test, y_train, y_test = ClassifMonoView.calcTrainTest(X, Y, learningRate) 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))) @@ -70,10 +79,10 @@ def ExecMonoview(args, RandomForestKWARGS, SVCKWARGS, DecisionTreeKWARGS, SGDKWA logging.debug("Start:\t Classification") - classifierFunction = getattr(ClassifMonoView, "MonoviewClassif"+args.CL_type) - classifierKWARGS = globals()[args.CL_type+"KWARGS"] + classifierFunction = getattr(ClassifMonoView, "MonoviewClassif"+CL_type) + classifierKWARGS = globals()[CL_type+"KWARGS"] - cl_desc, cl_res = classifierFunction(X_train, y_train, nbFolds=args.CL_CV, nbCores = args.CL_Cores, + cl_desc, cl_res = classifierFunction(X_train, y_train, nbFolds=nbFolds, nbCores=nbCores, **classifierKWARGS) t_end = time.time() - t_start @@ -88,13 +97,13 @@ def ExecMonoview(args, RandomForestKWARGS, SVCKWARGS, DecisionTreeKWARGS, SGDKWA # 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 + filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + name + "-" + 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']) + classLabelsDesc = pd.read_csv(path + fileCLD, sep=";", names=['label', 'name']) classLabelsNames = classLabelsDesc.name #logging.debug("" + str(classLabelsNames)) classLabelsNamesList = classLabelsNames.values.tolist() @@ -107,21 +116,21 @@ def ExecMonoview(args, RandomForestKWARGS, SVCKWARGS, DecisionTreeKWARGS, SGDKWA # 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" + filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + name + "-" + 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" + filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + name + "-" + 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" + filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + name + "-" + 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" + filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + name + "-" + feat + "-ConfMatrixImg" ExportResults.plot_confusion_matrix(dir, filename, df_conf_norm) logging.debug("Done:\t Statistic Results") @@ -131,8 +140,8 @@ def ExecMonoview(args, RandomForestKWARGS, SVCKWARGS, DecisionTreeKWARGS, SGDKWA 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) + filename = datetime.datetime.now().strftime("%Y_%m_%d") + "-CMV-" + name + "-" + feat + "-Score" + ExportResults.showResults(dir, filename, name, feat, np_score) logging.debug("Done:\t Plot Result") @@ -200,4 +209,9 @@ if __name__=='__main__': 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 + logging.getLogger().addHandler(logging.StreamHandler()) + + arguments = {"RandomForestKWARGS": RandomForestKWARGS, "SVCKWARGS": SVCKWARGS, + "DecisionTreeKWARGS": DecisionTreeKWARGS, "SGDKWARGS": SGDKWARGS, "feat":args.feat, + "fileFeat": args.fileFeat, "fileCL": args.fileCL, "fileCLD": args.fileCLD, "CL_type": args.CL_type} + ExecMonoview(args.name, args.CL_split, args.CL_CV, args.CL_Cores, args.type, args.pathF, **arguments) diff --git a/Code/MonoView/ExecPlot.py b/Code/Monoview/ExecPlot.py similarity index 100% rename from Code/MonoView/ExecPlot.py rename to Code/Monoview/ExecPlot.py diff --git a/Code/MonoView/ExportResults.py b/Code/Monoview/ExportResults.py similarity index 100% rename from Code/MonoView/ExportResults.py rename to Code/Monoview/ExportResults.py diff --git a/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-1.log b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-1.log new file mode 100644 index 0000000000000000000000000000000000000000..fa0a86f6e0d61304083875fd520e8eb8c5b18565 --- /dev/null +++ b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-1.log @@ -0,0 +1,2 @@ +2016-08-19 20:16:59,329 DEBUG: ### Main Programm for Classification MonoView +2016-08-19 20:16:59,330 DEBUG: ### Classification - Database:MultiOmicDataset Feature:RNASeq train_size:0.5, CrossValidation k-folds:5, cores:4 diff --git a/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-2.log b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-2.log new file mode 100644 index 0000000000000000000000000000000000000000..07847124798c82be1f11700f0dcccf10e365d235 --- /dev/null +++ b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-2.log @@ -0,0 +1,2 @@ +2016-08-19 20:17:45,654 DEBUG: ### Main Programm for Classification MonoView +2016-08-19 20:17:45,655 DEBUG: ### Classification - Database:MultiOmicDataset Feature:RNASeq train_size:0.5, CrossValidation k-folds:5, cores:4 diff --git a/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-3.log b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-3.log new file mode 100644 index 0000000000000000000000000000000000000000..c2ba6a5a374b0b7e3a65cbbf6b7fca1c901d4520 --- /dev/null +++ b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-3.log @@ -0,0 +1,3 @@ +2016-08-19 20:18:13,897 DEBUG: ### Main Programm for Classification MonoView +2016-08-19 20:18:13,897 DEBUG: ### Classification - Database:MultiOmicDataset Feature:RNASeq train_size:0.5, CrossValidation k-folds:5, cores:4 +2016-08-19 20:18:13,897 DEBUG: Start: Read hdf5 Files diff --git a/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-4.log b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-4.log new file mode 100644 index 0000000000000000000000000000000000000000..e7b6bbaf1dfe5560dde63cbe7099c76bf7bfe8cb --- /dev/null +++ b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-4.log @@ -0,0 +1,3 @@ +2016-08-19 20:19:25,358 DEBUG: ### Main Programm for Classification MonoView +2016-08-19 20:19:25,358 DEBUG: ### Classification - Database:MultiOmicDataset Feature:RNASeq train_size:0.5, CrossValidation k-folds:5, cores:4 +2016-08-19 20:19:25,359 DEBUG: Start: Read hdf5 Files diff --git a/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-5.log b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-5.log new file mode 100644 index 0000000000000000000000000000000000000000..61432bd93582aae1840fe0a94bfd5c74ddabb68f --- /dev/null +++ b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-5.log @@ -0,0 +1,3 @@ +2016-08-19 20:19:51,424 DEBUG: ### Main Programm for Classification MonoView +2016-08-19 20:19:51,424 DEBUG: ### Classification - Database:MultiOmicDataset Feature:RNASeq train_size:0.5, CrossValidation k-folds:5, cores:4 +2016-08-19 20:19:51,424 DEBUG: Start: Read hdf5 Files diff --git a/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-6.log b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-6.log new file mode 100644 index 0000000000000000000000000000000000000000..190b4512fdd509d4ef7cca06b417f270752a3f9b --- /dev/null +++ b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-6.log @@ -0,0 +1,14 @@ +2016-08-19 20:20:30,839 DEBUG: ### Main Programm for Classification MonoView +2016-08-19 20:20:30,840 DEBUG: ### Classification - Database:MultiOmicDataset Feature:RNASeq train_size:0.5, CrossValidation k-folds:5, cores:4 +2016-08-19 20:20:30,840 DEBUG: Start: Read hdf5 Files +2016-08-19 20:20:32,791 DEBUG: Info: Shape of Feature:(347, 73599), Length of classLabels vector:(347,) +2016-08-19 20:20:32,791 DEBUG: Done: Read CSV Files +2016-08-19 20:20:32,791 DEBUG: Start: Determine Train/Test split +2016-08-19 20:20:32,882 DEBUG: Info: Shape X_train:(173, 73599), Length of y_train:173 +2016-08-19 20:20:32,883 DEBUG: Info: Shape X_test:(174, 73599), Length of y_test:174 +2016-08-19 20:20:32,883 DEBUG: Done: Determine Train/Test split +2016-08-19 20:20:32,883 DEBUG: Start: Classification +2016-08-19 20:20:50,330 DEBUG: Info: Time for Classification: 19.4069910049[s] +2016-08-19 20:20:50,330 DEBUG: Done: Classification +2016-08-19 20:20:50,330 DEBUG: Start: Exporting to CSV +2016-08-19 20:20:50,334 DEBUG: Done: Exporting to CSV diff --git a/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-7.log b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-7.log new file mode 100644 index 0000000000000000000000000000000000000000..10dcdf446fdd274e09b0f49e925bd748436d29ec --- /dev/null +++ b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG-7.log @@ -0,0 +1,10 @@ +2016-08-19 20:23:50,436 DEBUG: ### Main Programm for Classification MonoView +2016-08-19 20:23:50,437 DEBUG: ### Classification - Database:MultiOmicDataset Feature:RNASeq train_size:0.5, CrossValidation k-folds:5, cores:4 +2016-08-19 20:23:50,437 DEBUG: Start: Read hdf5 Files +2016-08-19 20:23:50,527 DEBUG: Info: Shape of Feature:(347, 73599), Length of classLabels vector:(347,) +2016-08-19 20:23:50,528 DEBUG: Done: Read CSV Files +2016-08-19 20:23:50,528 DEBUG: Start: Determine Train/Test split +2016-08-19 20:23:50,608 DEBUG: Info: Shape X_train:(173, 73599), Length of y_train:173 +2016-08-19 20:23:50,608 DEBUG: Info: Shape X_test:(174, 73599), Length of y_test:174 +2016-08-19 20:23:50,608 DEBUG: Done: Determine Train/Test split +2016-08-19 20:23:50,608 DEBUG: Start: Classification diff --git a/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG.log b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq.csv b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq.csv new file mode 100644 index 0000000000000000000000000000000000000000..e5903889c8b82cead4fc6cfede6e3b95784f1241 --- /dev/null +++ b/Code/Monoview/Results-ClassMonoView/2016_08_19-CMV-MultiOmicDataset-RNASeq.csv @@ -0,0 +1,9 @@ +;a_class_time;b_cl_desc;c_cl_res;d_cl_score +0;19.4069910049;Classif_DT-CV_5-;"GridSearchCV(cv=5, error_score='raise', + estimator=Pipeline(steps=[('classifier', DecisionTreeClassifier(class_weight=None, criterion='gini', max_depth=None, + max_features=None, max_leaf_nodes=None, min_samples_leaf=1, + min_samples_split=2, min_weight_fraction_leaf=0.0, + presort=False, random_state=None, splitter='best'))]), + fit_params={}, iid=True, n_jobs=4, + param_grid={'classifier__max_depth': [1, 3, 5, 7]}, + pre_dispatch='2*n_jobs', refit=True, scoring='accuracy', verbose=0)";0.618497109827 diff --git a/Code/MonoView/Results-ClassMonoView/HOG-Cluster_20/2016_03_24-CMV-Caltech-HOG-ConfMatrix.csv b/Code/Monoview/Results-ClassMonoView/HOG-Cluster_20/2016_03_24-CMV-Caltech-HOG-ConfMatrix.csv similarity index 100% rename from Code/MonoView/Results-ClassMonoView/HOG-Cluster_20/2016_03_24-CMV-Caltech-HOG-ConfMatrix.csv rename to Code/Monoview/Results-ClassMonoView/HOG-Cluster_20/2016_03_24-CMV-Caltech-HOG-ConfMatrix.csv diff --git a/Code/MonoView/Results-ClassMonoView/HOG-Cluster_20/2016_03_24-CMV-Caltech-HOG-ConfMatrixImg.png b/Code/Monoview/Results-ClassMonoView/HOG-Cluster_20/2016_03_24-CMV-Caltech-HOG-ConfMatrixImg.png similarity index 100% rename from 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Code/MonoView/Results-ClassMonoView/SURF-Cluster_30/2016_03_24-CMV-Caltech-SURF.csv rename to Code/Monoview/Results-ClassMonoView/SURF-Cluster_30/2016_03_24-CMV-Caltech-SURF.csv diff --git a/Code/MonoView/__init__.py b/Code/Monoview/__init__.py similarity index 100% rename from Code/MonoView/__init__.py rename to Code/Monoview/__init__.py diff --git a/Code/MonoView/run.py b/Code/Monoview/run.py similarity index 53% rename from Code/MonoView/run.py rename to Code/Monoview/run.py index e4020e301729e22043061b845de68dc25f8b4c1a..fd455567ddb71abae5539d6e37f387fffd67afb7 100644 --- a/Code/MonoView/run.py +++ b/Code/Monoview/run.py @@ -1,5 +1,6 @@ +# coding=utf-8 import os -os.system('python ExecClassifMonoView.py -log --name MultiOmicDataset --type hdf5 --feat RNASeq --pathF /home/bbauvin/Documents/Data/Data_multi_omics/ --CL_type DecisionTree --CL_CV 5 --CL_Cores 4 --CL_split 0.5') +os.system('python ExecClassifMonoView.py -log --name MultiOmicDataset --type hdf5 --feat RNASeq --pathF /home/doob/Téléchargements/Data_multi_omics/ --CL_type DecisionTree --CL_CV 5 --CL_Cores 4 --CL_split 0.5') # /donnees/pj_bdd_bbauvin/Data_multi_omics/ # MiRNA_ RNASeq Clinic # \ No newline at end of file diff --git a/Code/MultiView/__init__.py b/Code/MultiView/__init__.py deleted file mode 100644 index ea827a227866274f51c18eef61879a23f328b060..0000000000000000000000000000000000000000 --- a/Code/MultiView/__init__.py +++ /dev/null @@ -1,2 +0,0 @@ -from . import GetMultiviewDb, Mumbo, Fusion -__all__ = ['Fusion', 'Mumbo'] diff --git a/Code/MultiView/run.py b/Code/MultiView/run.py deleted file mode 100644 index 279af993fd45364b1e52d623833d4ce46bf97060..0000000000000000000000000000000000000000 --- a/Code/MultiView/run.py +++ /dev/null @@ -1,5 +0,0 @@ -import os -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/ -# -# Fusion --CL_cores 4 --FU_type EarlyFusion --FU_method WeightedLinear \ No newline at end of file diff --git a/Code/MultiView/ExecMultiview.py b/Code/Multiview/ExecMultiview.py similarity index 87% rename from Code/MultiView/ExecMultiview.py rename to Code/Multiview/ExecMultiview.py index 45c7f4608458d9f9bb8b1b250fa3ad71d5df9aad..f64781bc12766ac7bc13aa98a6ea9a52365b4a56 100644 --- a/Code/MultiView/ExecMultiview.py +++ b/Code/Multiview/ExecMultiview.py @@ -4,7 +4,7 @@ import os.path sys.path.append( os.path.abspath(os.path.join(os.path.dirname(__file__), os.path.pardir))) -from MultiView import * +from Multiview import * import GetMultiviewDb as DB import argparse @@ -15,23 +15,30 @@ import logging import time -def ExecMultiview(views, dataBaseType, args, NB_VIEW, LEARNING_RATE, nbFolds, NB_CLASS, LABELS_NAMES, NB_CORES, - MumboKWARGS, FusionKWARGS): +def ExecMultiview(name, learningRate, nbFolds, nbCores, databaseType, path, **kwargs): + + CL_type = kwargs["CL_type"] + views = kwargs["views"] + NB_VIEW = kwargs["NB_VIEW"] + NB_CLASS = kwargs["NB_CLASS"] + LABELS_NAMES = kwargs["LABELS_NAMES"] + MumboKWARGS = kwargs["MumboKWARGS"] + FusionKWARGS = kwargs["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("### Classification - Database : " + str(name) + " ; Views : " + ", ".join(views) + + " ; Algorithm : " + CL_type + " ; Cores : " + str(nbCores)) - logging.info("Start:\t Read "+str.upper(dataBaseType[1:])+" Database Files for " + args.name) + logging.info("Start:\t Read " + str.upper(databaseType[1:]) + " Database Files for " + name) - getDatabase = getattr(DB, "get" + args.name + "DB" + dataBaseType[1:]) - DATASET, LABELS_DICTIONARY = getDatabase(views, args.pathF, args.name, NB_CLASS, LABELS_NAMES) + getDatabase = getattr(DB, "get" + name + "DB" + databaseType[1:]) + DATASET, LABELS_DICTIONARY = getDatabase(views, path, 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" + databaseType = "hdf5" logging.info("Info:\t Labels used: " + ", ".join(LABELS_DICTIONARY.values())) logging.info("Info:\t Length of dataset:" + str(datasetLength)) @@ -42,8 +49,8 @@ def ExecMultiview(views, dataBaseType, args, NB_VIEW, LEARNING_RATE, nbFolds, NB 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) + logging.info("Start:\t Determine validation split for ratio " + str(learningRate)) + validationIndices = DB.splitDataset(DATASET, learningRate, datasetLength) learningIndices = [index for index in range(datasetLength) if index not in validationIndices] datasetLength = len(learningIndices) logging.info("Done:\t Determine validation split") @@ -60,13 +67,13 @@ def ExecMultiview(views, dataBaseType, args, NB_VIEW, LEARNING_RATE, nbFolds, NB logging.info("Done:\t Determine folds") - logging.info("Start:\t Learning with " + args.CL_type + " and " + str(len(kFolds)) + " folds") + logging.info("Start:\t Learning with " + 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) + classifierPackage = globals()[CL_type] # Permet d'appeler un module avec une string + initKWARGS = globals()[CL_type + 'KWARGS'] + classifierModule = getattr(classifierPackage, CL_type) + classifierClass = getattr(classifierModule, CL_type) analysisModule = getattr(classifierPackage, "analyzeResults") kFoldPredictedTrainLabels = [] @@ -83,7 +90,7 @@ def ExecMultiview(views, dataBaseType, args, NB_VIEW, LEARNING_RATE, nbFolds, NB 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 = classifierClass(NB_VIEW, DATASET_LENGTH, DATASET.get("/Labels/labelsArray").value, NB_CORES=nbCores, **initKWARGS) classifier.fit_hdf5(DATASET, trainIndices=trainIndices) kFoldClassifier.append(classifier) @@ -102,22 +109,22 @@ def ExecMultiview(views, dataBaseType, args, NB_VIEW, LEARNING_RATE, nbFolds, NB 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) + logging.info("Start:\t Result Analysis for " + 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, + DATASET, initKWARGS, learningRate, LABELS_DICTIONARY, + views, nbCores, times, kFolds, 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 + outputFileName = "Results/" + timestr + "Results-" + CL_type + "-" + featureString + '-' + labelsString + \ + '-learnRate' + str(learningRate) + '-' + name outputTextFile = open(outputFileName + '.txt', 'w') outputTextFile.write(stringAnalysis) @@ -170,7 +177,7 @@ if __name__=='__main__': 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) + default=1) groupMumbo = parser.add_argument_group('Mumbo arguments') groupMumbo.add_argument('--MU_type', metavar='STRING', action='store', @@ -232,9 +239,14 @@ if __name__=='__main__': 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) + arguments = {"CL_type": "Fusion", + "views": args.views.split(":"), + "NB_VIEW": len(args.views.split(":")), + "NB_CLASS": len(args.CL_classes.split(":")), + "LABELS_NAMES": args.CL_classes.split(":"), + "FusionKWARGS": FusionKWARGS, + "MumboKWARGS": MumboKWARGS} + ExecMultiview(args.name, args.CL_split, args.CL_nbFolds, args.CL_cores, args.type, args.pathF, **arguments) diff --git a/Code/MultiView/Fusion/Fusion.py b/Code/Multiview/Fusion/Fusion.py similarity index 100% rename from Code/MultiView/Fusion/Fusion.py rename to Code/Multiview/Fusion/Fusion.py diff --git a/Code/MultiView/Fusion/Methods/EarlyFusion.py b/Code/Multiview/Fusion/Methods/EarlyFusion.py similarity index 100% rename from Code/MultiView/Fusion/Methods/EarlyFusion.py rename to Code/Multiview/Fusion/Methods/EarlyFusion.py diff --git a/Code/MultiView/Fusion/Methods/LateFusion.py b/Code/Multiview/Fusion/Methods/LateFusion.py similarity index 88% rename from Code/MultiView/Fusion/Methods/LateFusion.py rename to Code/Multiview/Fusion/Methods/LateFusion.py index 17d13533f6b93fb6ef422e9fbb84f63d59dfc2bf..04a96f241e84e1bcda81f31c36cb39fb1a1163fb 100644 --- a/Code/MultiView/Fusion/Methods/LateFusion.py +++ b/Code/Multiview/Fusion/Methods/LateFusion.py @@ -71,6 +71,15 @@ class WeightedLinear(LateFusionClassifier): return predictedLabels + def getConfig(self, fusionMethodConfig, monoviewClassifiersNames,monoviewClassifiersConfigs): + configString = "with Weighted linear using a weight for each view : "+", ".join(self.weights) + \ + "\n\t-With monoview classifiers : " + for monoviewClassifierConfig, monoviewClassifierName in zip(monoviewClassifiersConfigs, monoviewClassifiersNames): + monoviewClassifierModule = getattr(MonoviewClassifiers, monoviewClassifierName) + configString += monoviewClassifierModule.getConfig(monoviewClassifierConfig) + return configString + + # The SVMClassifier is here used to find the right weights for linear fusion # Here we have a function to train it, one to fuse. @@ -121,6 +130,13 @@ class SVMForLinear(LateFusionClassifier): self.SVMClassifier.fit(monoViewDecisions, DATASET["/Labels/labelsArray"][usedIndices]) + def getConfig(self, fusionMethodConfig, monoviewClassifiersNames,monoviewClassifiersConfigs): + configString = "with SVM for linear \n\t-With monoview classifiers : " + for monoviewClassifierConfig, monoviewClassifierName in zip(monoviewClassifiersConfigs, monoviewClassifiersNames): + monoviewClassifierModule = getattr(MonoviewClassifiers, monoviewClassifierName) + configString += monoviewClassifierModule.getConfig(monoviewClassifierConfig) + return configString + # For majority voting, we have a problem : we have 5 fetures and 101 classes # on Calthech, so if each feature votes for one class, we can't find a good @@ -160,6 +176,13 @@ class MajorityVoting(LateFusionClassifier): predictedLabels = [] return predictedLabels + def getConfig(self, fusionMethodConfig, monoviewClassifiersNames,monoviewClassifiersConfigs): + configString = "with Majority Voting \n\t-With monoview classifiers : " + for monoviewClassifierConfig, monoviewClassifierName in zip(monoviewClassifiersConfigs, monoviewClassifiersNames): + monoviewClassifierModule = getattr(MonoviewClassifiers, monoviewClassifierName) + configString += monoviewClassifierModule.getConfig(monoviewClassifierConfig) + return configString + # For probabilistic classifiers, we need to add more late fusion methods # For example, in the bayesian inference diff --git a/Code/MultiView/Fusion/Methods/MonoviewClassifiers/DecisionTree.py b/Code/Multiview/Fusion/Methods/MonoviewClassifiers/DecisionTree.py similarity index 100% rename from Code/MultiView/Fusion/Methods/MonoviewClassifiers/DecisionTree.py rename to Code/Multiview/Fusion/Methods/MonoviewClassifiers/DecisionTree.py diff --git a/Code/MultiView/Fusion/Methods/MonoviewClassifiers/RandomForest.py b/Code/Multiview/Fusion/Methods/MonoviewClassifiers/RandomForest.py similarity index 100% rename from Code/MultiView/Fusion/Methods/MonoviewClassifiers/RandomForest.py rename to Code/Multiview/Fusion/Methods/MonoviewClassifiers/RandomForest.py diff --git a/Code/MultiView/Fusion/Methods/MonoviewClassifiers/SGD.py b/Code/Multiview/Fusion/Methods/MonoviewClassifiers/SGD.py similarity index 100% rename from Code/MultiView/Fusion/Methods/MonoviewClassifiers/SGD.py rename to Code/Multiview/Fusion/Methods/MonoviewClassifiers/SGD.py diff --git a/Code/MultiView/Fusion/Methods/MonoviewClassifiers/SVC.py b/Code/Multiview/Fusion/Methods/MonoviewClassifiers/SVC.py similarity index 100% rename from Code/MultiView/Fusion/Methods/MonoviewClassifiers/SVC.py rename to Code/Multiview/Fusion/Methods/MonoviewClassifiers/SVC.py diff --git a/Code/MultiView/Fusion/Methods/MonoviewClassifiers/__init__.py b/Code/Multiview/Fusion/Methods/MonoviewClassifiers/__init__.py similarity index 100% rename from Code/MultiView/Fusion/Methods/MonoviewClassifiers/__init__.py rename to Code/Multiview/Fusion/Methods/MonoviewClassifiers/__init__.py diff --git a/Code/MultiView/Fusion/Methods/__init__.py b/Code/Multiview/Fusion/Methods/__init__.py similarity index 100% rename from Code/MultiView/Fusion/Methods/__init__.py rename to Code/Multiview/Fusion/Methods/__init__.py diff --git a/Code/MultiView/Fusion/__init__.py b/Code/Multiview/Fusion/__init__.py similarity index 100% rename from Code/MultiView/Fusion/__init__.py rename to Code/Multiview/Fusion/__init__.py diff --git a/Code/MultiView/Fusion/analyzeResults.py b/Code/Multiview/Fusion/analyzeResults.py similarity index 100% rename from Code/MultiView/Fusion/analyzeResults.py rename to Code/Multiview/Fusion/analyzeResults.py diff --git a/Code/MultiView/GetMultiviewDb.py b/Code/Multiview/GetMultiviewDb.py similarity index 99% rename from Code/MultiView/GetMultiviewDb.py rename to Code/Multiview/GetMultiviewDb.py index c970e603605ba98e562813463d5b38638fb17993..5b8f0af8425879086c718582890737587d6a5532 100644 --- a/Code/MultiView/GetMultiviewDb.py +++ b/Code/Multiview/GetMultiviewDb.py @@ -440,7 +440,7 @@ def getPseudoRNASeq(dataset): return dataset -def getMultiOmicModDBhdf5(features, path, name, NB_CLASS, LABELS_NAMES): +def getMultiOmicDBhdf5(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/Classifiers/DecisionTree.py b/Code/Multiview/Mumbo/Classifiers/DecisionTree.py similarity index 100% rename from Code/MultiView/Mumbo/Classifiers/DecisionTree.py rename to Code/Multiview/Mumbo/Classifiers/DecisionTree.py diff --git a/Code/MultiView/Mumbo/Classifiers/Kover.py b/Code/Multiview/Mumbo/Classifiers/Kover.py similarity index 100% rename from Code/MultiView/Mumbo/Classifiers/Kover.py rename to Code/Multiview/Mumbo/Classifiers/Kover.py diff --git a/Code/MultiView/Mumbo/Classifiers/ModifiedMulticlass.py b/Code/Multiview/Mumbo/Classifiers/ModifiedMulticlass.py similarity index 100% rename from Code/MultiView/Mumbo/Classifiers/ModifiedMulticlass.py rename to Code/Multiview/Mumbo/Classifiers/ModifiedMulticlass.py diff --git a/Code/MultiView/Mumbo/Classifiers/SubSampling.py b/Code/Multiview/Mumbo/Classifiers/SubSampling.py similarity index 100% rename from Code/MultiView/Mumbo/Classifiers/SubSampling.py rename to Code/Multiview/Mumbo/Classifiers/SubSampling.py diff --git a/Code/MultiView/Mumbo/Classifiers/__init__.py b/Code/Multiview/Mumbo/Classifiers/__init__.py similarity index 100% rename from Code/MultiView/Mumbo/Classifiers/__init__.py rename to Code/Multiview/Mumbo/Classifiers/__init__.py diff --git a/Code/MultiView/Mumbo/Mumbo.py b/Code/Multiview/Mumbo/Mumbo.py similarity index 100% rename from Code/MultiView/Mumbo/Mumbo.py rename to Code/Multiview/Mumbo/Mumbo.py diff --git a/Code/MultiView/Mumbo/__init__.py b/Code/Multiview/Mumbo/__init__.py similarity index 100% rename from Code/MultiView/Mumbo/__init__.py rename to Code/Multiview/Mumbo/__init__.py diff --git a/Code/MultiView/Mumbo/analyzeResults.py b/Code/Multiview/Mumbo/analyzeResults.py similarity index 100% rename from Code/MultiView/Mumbo/analyzeResults.py rename to Code/Multiview/Mumbo/analyzeResults.py diff --git a/Code/MultiView/Results/20160805-051412Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl-MiRNA-RNASEQ-Clinical-Methyl-MiRNA-RNASEQ-Clinical-learnRate2.0-nbIter10-Fake.txt b/Code/Multiview/Results/20160805-051412Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl-MiRNA-RNASEQ-Clinical-Methyl-MiRNA-RNASEQ-Clinical-learnRate2.0-nbIter10-Fake.txt similarity index 100% rename from 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Code/MultiView/Results/20160819-100936Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified-accuracyByIteration.png rename to Code/Multiview/Results/20160819-100936Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified-accuracyByIteration.png 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 similarity index 100% rename from Code/MultiView/Results/20160819-100936Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified.txt rename to Code/Multiview/Results/20160819-100936Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-nbIter2-MultiOmicModified.txt 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 similarity index 100% rename from Code/MultiView/Results/20160819-103243-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log rename to Code/Multiview/Results/20160819-103243-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log 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 similarity index 100% rename from Code/MultiView/Results/20160819-103707Results-Mumbo-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-MultiOmicModified-accuracyByIteration.png rename to Code/Multiview/Results/20160819-103707Results-Mumbo-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-MultiOmicModified-accuracyByIteration.png 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 similarity index 100% rename from Code/MultiView/Results/20160819-103707Results-Mumbo-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-MultiOmicModified.txt rename to Code/Multiview/Results/20160819-103707Results-Mumbo-Methyl_-MiRNA__-RNASeq_-Clinic_-MRNASeq-Yes-No-learnRate0.3-MultiOmicModified.txt 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 similarity index 100% rename from Code/MultiView/Results/20160819-104311-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log rename to Code/Multiview/Results/20160819-104311-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log 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 similarity index 100% rename from Code/MultiView/Results/20160819-104325-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log rename to Code/Multiview/Results/20160819-104325-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log 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 similarity index 100% rename from Code/MultiView/Results/20160819-104346-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log rename to Code/Multiview/Results/20160819-104346-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log diff --git a/Code/Multiview/Results/20160819-202408-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log b/Code/Multiview/Results/20160819-202408-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Code/Multiview/Results/20160819-202419-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log b/Code/Multiview/Results/20160819-202419-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Code/Multiview/Results/20160819-202450-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log b/Code/Multiview/Results/20160819-202450-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Code/Multiview/Results/20160819-202523-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log b/Code/Multiview/Results/20160819-202523-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..3fd8e7be33b5783c12d631221eeb2cced4007c28 --- /dev/null +++ b/Code/Multiview/Results/20160819-202523-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmicModified-LOG.log @@ -0,0 +1,3 @@ +2016-08-19 20:25:23,039 INFO: ### Main Programm for Multiview Classification +2016-08-19 20:25:23,039 INFO: ### Classification - Database : MultiOmicModified ; Views : Methyl, MiRNA, RNASEQ, Clinical ; Algorithm : Fusion ; Cores : 5 +2016-08-19 20:25:23,039 INFO: Start: Read HDF5 Database Files for MultiOmicModified diff --git a/Code/Multiview/Results/20160819-202618-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log b/Code/Multiview/Results/20160819-202618-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..382ae7d4cc5ab220f0bbb264fc49769ea130909b --- /dev/null +++ b/Code/Multiview/Results/20160819-202618-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log @@ -0,0 +1,3 @@ +2016-08-19 20:26:18,377 INFO: ### Main Programm for Multiview Classification +2016-08-19 20:26:18,377 INFO: ### Classification - Database : MultiOmic ; Views : Methyl, MiRNA, RNASEQ, Clinical ; Algorithm : Fusion ; Cores : 5 +2016-08-19 20:26:18,377 INFO: Start: Read HDF5 Database Files for MultiOmic diff --git a/Code/Multiview/Results/20160819-202652-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log b/Code/Multiview/Results/20160819-202652-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..3868856c27ab74bbf7ab11e5d631fef1293f117e --- /dev/null +++ b/Code/Multiview/Results/20160819-202652-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log @@ -0,0 +1,23 @@ +2016-08-19 20:26:52,708 INFO: ### Main Programm for Multiview Classification +2016-08-19 20:26:52,708 INFO: ### Classification - Database : MultiOmic ; Views : Methyl, MiRNA, RNASEQ, Clinical ; Algorithm : Fusion ; Cores : 5 +2016-08-19 20:26:52,708 INFO: Start: Read HDF5 Database Files for MultiOmic +2016-08-19 20:26:52,710 INFO: Info: Labels used: No, Yes +2016-08-19 20:26:52,710 INFO: Info: Length of dataset:347 +2016-08-19 20:26:52,711 INFO: Info: Shape of Methyl :[ 347 25978] +2016-08-19 20:26:52,711 INFO: Info: Shape of MiRNA_ :[ 347 1046] +2016-08-19 20:26:52,712 INFO: Info: Shape of RNASeq :[ 347 73599] +2016-08-19 20:26:52,713 INFO: Info: Shape of Clinic :[347 127] +2016-08-19 20:26:52,713 INFO: Done: Read Database Files +2016-08-19 20:26:52,713 INFO: Start: Determine validation split for ratio 0.7 +2016-08-19 20:26:52,715 INFO: Done: Determine validation split +2016-08-19 20:26:52,715 INFO: Start: Determine 4 folds +2016-08-19 20:26:52,722 INFO: Info: Length of Learning Sets: 184 +2016-08-19 20:26:52,722 INFO: Info: Length of Testing Sets: 60 +2016-08-19 20:26:52,722 INFO: Info: Length of Validation Set: 103 +2016-08-19 20:26:52,722 INFO: Done: Determine folds +2016-08-19 20:26:52,722 INFO: Start: Learning with Fusion and 4 folds +2016-08-19 20:26:52,723 INFO: Start: Fold number 1 +2016-08-19 20:27:17,884 INFO: Start: Classification +2016-08-19 20:27:25,928 INFO: Done: Fold number 1 +2016-08-19 20:27:25,928 INFO: Start: Fold number 2 +2016-08-19 20:27:49,108 INFO: Start: Classification diff --git a/Code/Multiview/Results/20160819-202755-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log b/Code/Multiview/Results/20160819-202755-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..6e2da35477cbbac6e39e76e42f2895407a1dd27d --- /dev/null +++ b/Code/Multiview/Results/20160819-202755-CMultiV-Mumbo-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log @@ -0,0 +1,33 @@ +2016-08-19 20:27:55,231 INFO: ### Main Programm for Multiview Classification +2016-08-19 20:27:55,231 INFO: ### Classification - Database : MultiOmic ; Views : Methyl, MiRNA, RNASEQ, Clinical ; Algorithm : Fusion ; Cores : 1 +2016-08-19 20:27:55,231 INFO: Start: Read HDF5 Database Files for MultiOmic +2016-08-19 20:27:55,233 INFO: Info: Labels used: No, Yes +2016-08-19 20:27:55,233 INFO: Info: Length of dataset:347 +2016-08-19 20:27:55,234 INFO: Info: Shape of Methyl :[ 347 25978] +2016-08-19 20:27:55,235 INFO: Info: Shape of MiRNA_ :[ 347 1046] +2016-08-19 20:27:55,235 INFO: Info: Shape of RNASeq :[ 347 73599] +2016-08-19 20:27:55,236 INFO: Info: Shape of Clinic :[347 127] +2016-08-19 20:27:55,236 INFO: Done: Read Database Files +2016-08-19 20:27:55,236 INFO: Start: Determine validation split for ratio 0.7 +2016-08-19 20:27:55,238 INFO: Done: Determine validation split +2016-08-19 20:27:55,239 INFO: Start: Determine 4 folds +2016-08-19 20:27:55,245 INFO: Info: Length of Learning Sets: 184 +2016-08-19 20:27:55,245 INFO: Info: Length of Testing Sets: 60 +2016-08-19 20:27:55,245 INFO: Info: Length of Validation Set: 103 +2016-08-19 20:27:55,245 INFO: Done: Determine folds +2016-08-19 20:27:55,245 INFO: Start: Learning with Fusion and 4 folds +2016-08-19 20:27:55,245 INFO: Start: Fold number 1 +2016-08-19 20:28:15,823 INFO: Start: Classification +2016-08-19 20:28:22,714 INFO: Done: Fold number 1 +2016-08-19 20:28:22,714 INFO: Start: Fold number 2 +2016-08-19 20:28:43,833 INFO: Start: Classification +2016-08-19 20:28:51,219 INFO: Done: Fold number 2 +2016-08-19 20:28:51,219 INFO: Start: Fold number 3 +2016-08-19 20:29:12,458 INFO: Start: Classification +2016-08-19 20:29:19,644 INFO: Done: Fold number 3 +2016-08-19 20:29:19,645 INFO: Start: Fold number 4 +2016-08-19 20:29:40,939 INFO: Start: Classification +2016-08-19 20:29:47,958 INFO: Done: Fold number 4 +2016-08-19 20:29:47,958 INFO: Done: Classification +2016-08-19 20:29:47,958 INFO: Info: Time for Classification: 112[s] +2016-08-19 20:29:47,958 INFO: Start: Result Analysis for Fusion diff --git a/Code/Multiview/Results/20160819-202955-CMultiV-Fusion-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log b/Code/Multiview/Results/20160819-202955-CMultiV-Fusion-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..139299b25be4a0c673b9d8506db0d20284693850 --- /dev/null +++ b/Code/Multiview/Results/20160819-202955-CMultiV-Fusion-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log @@ -0,0 +1,62 @@ +2016-08-19 20:29:55,097 INFO: ### Main Programm for Multiview Classification +2016-08-19 20:29:55,097 INFO: ### Classification - Database : MultiOmic ; Views : Methyl, MiRNA, RNASEQ, Clinical ; Algorithm : Fusion ; Cores : 4 +2016-08-19 20:29:55,097 INFO: Start: Read HDF5 Database Files for MultiOmic +2016-08-19 20:29:55,099 INFO: Info: Labels used: No, Yes +2016-08-19 20:29:55,099 INFO: Info: Length of dataset:347 +2016-08-19 20:29:55,100 INFO: Info: Shape of Methyl :[ 347 25978] +2016-08-19 20:29:55,100 INFO: Info: Shape of MiRNA_ :[ 347 1046] +2016-08-19 20:29:55,101 INFO: Info: Shape of RNASeq :[ 347 73599] +2016-08-19 20:29:55,102 INFO: Info: Shape of Clinic :[347 127] +2016-08-19 20:29:55,102 INFO: Done: Read Database Files +2016-08-19 20:29:55,102 INFO: Start: Determine validation split for ratio 0.7 +2016-08-19 20:29:55,104 INFO: Done: Determine validation split +2016-08-19 20:29:55,104 INFO: Start: Determine 4 folds +2016-08-19 20:29:55,109 INFO: Info: Length of Learning Sets: 184 +2016-08-19 20:29:55,110 INFO: Info: Length of Testing Sets: 60 +2016-08-19 20:29:55,110 INFO: Info: Length of Validation Set: 103 +2016-08-19 20:29:55,110 INFO: Done: Determine folds +2016-08-19 20:29:55,110 INFO: Start: Learning with Fusion and 4 folds +2016-08-19 20:29:55,110 INFO: Start: Fold number 1 +2016-08-19 20:29:55,538 INFO: Start: Classification +2016-08-19 20:29:56,398 INFO: Done: Fold number 1 +2016-08-19 20:29:56,398 INFO: Start: Fold number 2 +2016-08-19 20:29:56,818 INFO: Start: Classification +2016-08-19 20:29:57,650 INFO: Done: Fold number 2 +2016-08-19 20:29:57,650 INFO: Start: Fold number 3 +2016-08-19 20:29:58,068 INFO: Start: Classification +2016-08-19 20:29:58,907 INFO: Done: Fold number 3 +2016-08-19 20:29:58,907 INFO: Start: Fold number 4 +2016-08-19 20:29:59,327 INFO: Start: Classification +2016-08-19 20:30:00,179 INFO: Done: Fold number 4 +2016-08-19 20:30:00,179 INFO: Done: Classification +2016-08-19 20:30:00,179 INFO: Info: Time for Classification: 5[s] +2016-08-19 20:30:00,179 INFO: Start: Result Analysis for Fusion +2016-08-19 20:30:00,182 INFO: Result for Multiview classification with EarlyFusion + +Average accuracy : + -On Train : 95.0794711824 + -On Test : 80.8333333333 + -On Validation : 94.1747572816 + +Dataset info : + -Database name : MultiOmic + -Labels : No, Yes + -Views : Methyl, MiRNA_, RNASeq, Clinic + -4 folds + +Classification configuration : + -Algorithm used : EarlyFusion with weighted concatenation, using weights : 1.0, 1.0, 1.0, 1.0 with monoview classifier : + - Random Forest with num_esimators : 3, max_depth : 4 + +Computation time on 4 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 + Fold 3 0:00:02 0:00:00 + Fold 4 0:00:04 0:00:00 + Total 0:00:09 0:00:03 + So a total classification time of 0:00:05. + + +2016-08-19 20:30:00,183 INFO: Done: Result Analysis diff --git a/Code/Multiview/Results/20160819-203000Results-Fusion-Methyl-MiRNA_-RNASeq-Clinic-Yes-No-learnRate0.7-MultiOmic.txt b/Code/Multiview/Results/20160819-203000Results-Fusion-Methyl-MiRNA_-RNASeq-Clinic-Yes-No-learnRate0.7-MultiOmic.txt new file mode 100644 index 0000000000000000000000000000000000000000..703584fc3d1a6e2fd181aa8e696dd911ddb07f43 --- /dev/null +++ b/Code/Multiview/Results/20160819-203000Results-Fusion-Methyl-MiRNA_-RNASeq-Clinic-Yes-No-learnRate0.7-MultiOmic.txt @@ -0,0 +1,27 @@ + Result for Multiview classification with EarlyFusion + +Average accuracy : + -On Train : 95.0794711824 + -On Test : 80.8333333333 + -On Validation : 94.1747572816 + +Dataset info : + -Database name : MultiOmic + -Labels : No, Yes + -Views : Methyl, MiRNA_, RNASeq, Clinic + -4 folds + +Classification configuration : + -Algorithm used : EarlyFusion with weighted concatenation, using weights : 1.0, 1.0, 1.0, 1.0 with monoview classifier : + - Random Forest with num_esimators : 3, max_depth : 4 + +Computation time on 4 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 + Fold 3 0:00:02 0:00:00 + Fold 4 0:00:04 0:00:00 + Total 0:00:09 0:00:03 + So a total classification time of 0:00:05. + diff --git a/Code/Multiview/Results/20160819-203122-CMultiV-Fusion-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log b/Code/Multiview/Results/20160819-203122-CMultiV-Fusion-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..d58be8284bf98c3b8c0101b023a3b3d96fa7f5c7 --- /dev/null +++ b/Code/Multiview/Results/20160819-203122-CMultiV-Fusion-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log @@ -0,0 +1,33 @@ +2016-08-19 20:31:22,431 INFO: ### Main Programm for Multiview Classification +2016-08-19 20:31:22,431 INFO: ### Classification - Database : MultiOmic ; Views : Methyl, MiRNA, RNASEQ, Clinical ; Algorithm : Fusion ; Cores : 4 +2016-08-19 20:31:22,431 INFO: Start: Read HDF5 Database Files for MultiOmic +2016-08-19 20:31:22,433 INFO: Info: Labels used: No, Yes +2016-08-19 20:31:22,433 INFO: Info: Length of dataset:347 +2016-08-19 20:31:22,434 INFO: Info: Shape of Methyl :[ 347 25978] +2016-08-19 20:31:22,435 INFO: Info: Shape of MiRNA_ :[ 347 1046] +2016-08-19 20:31:22,435 INFO: Info: Shape of RNASeq :[ 347 73599] +2016-08-19 20:31:22,436 INFO: Info: Shape of Clinic :[347 127] +2016-08-19 20:31:22,436 INFO: Done: Read Database Files +2016-08-19 20:31:22,436 INFO: Start: Determine validation split for ratio 0.7 +2016-08-19 20:31:22,438 INFO: Done: Determine validation split +2016-08-19 20:31:22,438 INFO: Start: Determine 4 folds +2016-08-19 20:31:22,445 INFO: Info: Length of Learning Sets: 184 +2016-08-19 20:31:22,445 INFO: Info: Length of Testing Sets: 60 +2016-08-19 20:31:22,445 INFO: Info: Length of Validation Set: 103 +2016-08-19 20:31:22,445 INFO: Done: Determine folds +2016-08-19 20:31:22,445 INFO: Start: Learning with Fusion and 4 folds +2016-08-19 20:31:22,445 INFO: Start: Fold number 1 +2016-08-19 20:31:45,166 INFO: Start: Classification +2016-08-19 20:31:51,976 INFO: Done: Fold number 1 +2016-08-19 20:31:51,977 INFO: Start: Fold number 2 +2016-08-19 20:32:14,480 INFO: Start: Classification +2016-08-19 20:32:20,940 INFO: Done: Fold number 2 +2016-08-19 20:32:20,940 INFO: Start: Fold number 3 +2016-08-19 20:32:44,209 INFO: Start: Classification +2016-08-19 20:32:50,946 INFO: Done: Fold number 3 +2016-08-19 20:32:50,947 INFO: Start: Fold number 4 +2016-08-19 20:33:13,457 INFO: Start: Classification +2016-08-19 20:33:20,178 INFO: Done: Fold number 4 +2016-08-19 20:33:20,179 INFO: Done: Classification +2016-08-19 20:33:20,179 INFO: Info: Time for Classification: 117[s] +2016-08-19 20:33:20,179 INFO: Start: Result Analysis for Fusion diff --git a/Code/Multiview/Results/20160819-203514-CMultiV-Fusion-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log b/Code/Multiview/Results/20160819-203514-CMultiV-Fusion-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log new file mode 100644 index 0000000000000000000000000000000000000000..ca0e851e2aeabb5a667564e473b0a98773e2f8de --- /dev/null +++ b/Code/Multiview/Results/20160819-203514-CMultiV-Fusion-Methyl_MiRNA_RNASEQ_Clinical-MultiOmic-LOG.log @@ -0,0 +1,33 @@ +2016-08-19 20:35:14,928 INFO: ### Main Programm for Multiview Classification +2016-08-19 20:35:14,928 INFO: ### Classification - Database : MultiOmic ; Views : Methyl, MiRNA, RNASEQ, Clinical ; Algorithm : Fusion ; Cores : 4 +2016-08-19 20:35:14,928 INFO: Start: Read HDF5 Database Files for MultiOmic +2016-08-19 20:35:14,930 INFO: Info: Labels used: No, Yes +2016-08-19 20:35:14,930 INFO: Info: Length of dataset:347 +2016-08-19 20:35:14,931 INFO: Info: Shape of Methyl :[ 347 25978] +2016-08-19 20:35:14,931 INFO: Info: Shape of MiRNA_ :[ 347 1046] +2016-08-19 20:35:14,932 INFO: Info: Shape of RNASeq :[ 347 73599] +2016-08-19 20:35:14,933 INFO: Info: Shape of Clinic :[347 127] +2016-08-19 20:35:14,933 INFO: Done: Read Database Files +2016-08-19 20:35:14,933 INFO: Start: Determine validation split for ratio 0.7 +2016-08-19 20:35:14,935 INFO: Done: Determine validation split +2016-08-19 20:35:14,935 INFO: Start: Determine 4 folds +2016-08-19 20:35:14,941 INFO: Info: Length of Learning Sets: 184 +2016-08-19 20:35:14,942 INFO: Info: Length of Testing Sets: 60 +2016-08-19 20:35:14,942 INFO: Info: Length of Validation Set: 103 +2016-08-19 20:35:14,942 INFO: Done: Determine folds +2016-08-19 20:35:14,942 INFO: Start: Learning with Fusion and 4 folds +2016-08-19 20:35:14,942 INFO: Start: Fold number 1 +2016-08-19 20:35:37,821 INFO: Start: Classification +2016-08-19 20:35:44,285 INFO: Done: Fold number 1 +2016-08-19 20:35:44,285 INFO: Start: Fold number 2 +2016-08-19 20:36:06,729 INFO: Start: Classification +2016-08-19 20:36:13,324 INFO: Done: Fold number 2 +2016-08-19 20:36:13,325 INFO: Start: Fold number 3 +2016-08-19 20:36:36,563 INFO: Start: Classification +2016-08-19 20:36:43,307 INFO: Done: Fold number 3 +2016-08-19 20:36:43,308 INFO: Start: Fold number 4 +2016-08-19 20:37:06,302 INFO: Start: Classification +2016-08-19 20:37:12,500 INFO: Done: Fold number 4 +2016-08-19 20:37:12,500 INFO: Done: Classification +2016-08-19 20:37:12,501 INFO: Info: Time for Classification: 117[s] +2016-08-19 20:37:12,501 INFO: Start: Result Analysis for Fusion diff --git a/Code/MultiView/Results/2016_04_26-CMultiV-Fusion-phog-hist_decaf_cq-hist-Awa-LOG 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b/Code/Multiview/Results/Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl-MiRNA-RNASEQ-Clinical-No-Yes-learnRate5.0-nbIter100-MultiOmicaccuracyByIteration.png similarity index 100% rename from Code/MultiView/Results/Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl-MiRNA-RNASEQ-Clinical-No-Yes-learnRate5.0-nbIter100-MultiOmicaccuracyByIteration.png rename to Code/Multiview/Results/Results-Mumbo-DecisionTree:DecisionTree:DecisionTree:DecisionTree-Methyl-MiRNA-RNASEQ-Clinical-No-Yes-learnRate5.0-nbIter100-MultiOmicaccuracyByIteration.png diff --git a/Code/Multiview/__init__.py b/Code/Multiview/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..9ed7abb2569c1349da360979d46564c735752667 --- /dev/null +++ b/Code/Multiview/__init__.py @@ -0,0 +1,2 @@ +from . import GetMultiviewDb, Mumbo, Fusion, ExecMultiview +__all__ = ['Fusion', 'Mumbo'] diff --git a/Code/MultiView/profile b/Code/Multiview/profile similarity index 100% rename from Code/MultiView/profile rename to Code/Multiview/profile diff --git a/Code/MultiView/res b/Code/Multiview/res similarity index 100% rename from Code/MultiView/res rename to Code/Multiview/res diff --git a/Code/Multiview/run.py b/Code/Multiview/run.py new file mode 100644 index 0000000000000000000000000000000000000000..9bcdad5401dc03b8a4266411bd871fa5549fc207 --- /dev/null +++ b/Code/Multiview/run.py @@ -0,0 +1,9 @@ +# coding=utf-8 +import os +os.system('python ExecMultiview.py -log --name MultiOmic --type .hdf5 --views Methyl:MiRNA:RNASEQ:Clinical --pathF /home/doob/Téléchargements/Data_multi_omics/ --CL_split 0.7 --CL_nbFolds 4 --CL_nb_class 2 --CL_classes Positive:Negative --CL_type Fusion --CL_cores 4 --FU_type LateFusion --FU_method WeightedLinear') +# /donnees/pj_bdd_bbauvin/Data_multi_omics/ +# +# /home/bbauvin/Documents/Data/Data_multi_omics/ +# Fusion --CL_cores 4 --FU_type EarlyFusion --FU_method WeightedLinear +#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 + diff --git a/Code/ResultAnalysis.py b/Code/ResultAnalysis.py new file mode 100644 index 0000000000000000000000000000000000000000..d21d43ce5d8d7bbf350b3e6d1db6c49f5851f113 --- /dev/null +++ b/Code/ResultAnalysis.py @@ -0,0 +1,2 @@ +def resultAnalysis(benchmark, results): + pass \ No newline at end of file