From 57e9e3c20c1b91498e18621ca60509757e5f9de3 Mon Sep 17 00:00:00 2001
From: bbauvin <baptiste.bauvin@centrale-marseille.fr>
Date: Thu, 1 Sep 2016 11:12:18 -0400
Subject: [PATCH] Debigged and updated Mumbo analyze result
---
Code/MonoMutliViewClassifiers/ExecClassif.py | 122 +-
.../MonoviewClassifiers/SVMLinear.py | 4 +-
.../MonoviewClassifiers/SVMPoly.py | 4 +-
.../MonoviewClassifiers/SVMRBF.py | 4 +-
.../Multiview/ExecMultiview.py | 17 +-
.../Multiview/Fusion/analyzeResults.py | 9 -
.../Multiview/GetMultiviewDb.py | 39 +-
.../Multiview/Mumbo/Mumbo.py | 14 +-
.../Multiview/Mumbo/analyzeResults.py | 301 +-
.../ResultAnalysis.py | 2 +-
...k-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 63 +
...k-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 63 +
...k-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 63 +
...k-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 833 ++
...k-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 9477 +++++++++++++++++
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 1 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 1 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 1 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 17 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 17 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 21 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 18 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 18 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 18 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 18 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 18 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 18 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 18 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 17 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 17 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 268 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 209 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 139 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 139 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 139 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 139 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 139 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 139 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 54 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 124 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 93 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 50 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 57 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 124 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 125 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 126 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 124 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 124 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 126 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 124 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 124 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 257 +
...-learnRate0.7-Fake-accuracyByIteration.png | Bin 0 -> 58235 bytes
...RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt | 131 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 256 +
...-learnRate0.7-Fake-accuracyByIteration.png | Bin 0 -> 57249 bytes
...RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt | 131 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 82 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 82 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 82 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 166 +
...-learnRate0.7-Fake-accuracyByIteration.png | Bin 0 -> 47961 bytes
...RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt | 131 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 122 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 77 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 113 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 119 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 151 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 180 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 536 +
...-learnRate0.7-Fake-accuracyByIteration.png | Bin 0 -> 59835 bytes
...RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt | 116 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 400 +
...w-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log | 706 ++
...-learnRate0.7-Fake-accuracyByIteration.png | Bin 0 -> 65222 bytes
...RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt | 383 +
.../Results/poulet20160901-104934.png | Bin 0 -> 21901 bytes
.../Results/poulet20160901-105045.png | Bin 0 -> 21887 bytes
.../Results/poulet20160901-105508.png | Bin 0 -> 20748 bytes
.../Results/poulet20160901-105746.png | Bin 0 -> 21887 bytes
.../Results/poulet20160901-111041.png | Bin 0 -> 18550 bytes
81 files changed, 17986 insertions(+), 154 deletions(-)
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160830-174526-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160830-174741-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160830-174835-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160830-174925-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160830-175215-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-100254-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-100314-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-100551-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-101022-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-101125-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-101143-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-101818-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-101842-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-102009-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-102048-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-102116-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-102208-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-102311-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-102334-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-102528-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-102547-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-102712-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-102810-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-102852-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-103034-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-103208-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-103238-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-103650-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-103831-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-103901-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-103940-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-104014-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-104050-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-104155-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-104239-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-104321-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-104356-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-104506-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-104608-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-104759-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-104841-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-104927-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-104934Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-104934Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105037-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105044Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105044Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105410-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105429-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105445-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105508-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105508Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105508Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105531-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105546-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105555-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105613-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105628-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105640-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105655-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105746Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-105746Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-110842-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-111007-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-111040Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png
create mode 100644 Code/MonoMutliViewClassifiers/Results/20160901-111040Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
create mode 100644 Code/MonoMutliViewClassifiers/Results/poulet20160901-104934.png
create mode 100644 Code/MonoMutliViewClassifiers/Results/poulet20160901-105045.png
create mode 100644 Code/MonoMutliViewClassifiers/Results/poulet20160901-105508.png
create mode 100644 Code/MonoMutliViewClassifiers/Results/poulet20160901-105746.png
create mode 100644 Code/MonoMutliViewClassifiers/Results/poulet20160901-111041.png
diff --git a/Code/MonoMutliViewClassifiers/ExecClassif.py b/Code/MonoMutliViewClassifiers/ExecClassif.py
index 964e0351..2afcb1ad 100644
--- a/Code/MonoMutliViewClassifiers/ExecClassif.py
+++ b/Code/MonoMutliViewClassifiers/ExecClassif.py
@@ -154,7 +154,7 @@ if args.log:
logging.getLogger().addHandler(logging.StreamHandler())
getDatabase = getattr(DB, "get" + args.name + "DB" + args.type[1:])
-DATASET, LABELS_DICTIONARY = getDatabase(args.views, args.pathF, args.name, len(args.CL_classes), args.CL_classes)
+DATASET, LABELS_DICTIONARY = getDatabase(args.views.split(":"), args.pathF, args.name, len(args.CL_classes), args.CL_classes)
datasetLength = DATASET.get("Metadata").attrs["datasetLength"]
NB_VIEW = DATASET.get("Metadata").attrs["nbView"]
views = [str(DATASET.get("View"+str(viewIndex)).attrs["name"]) for viewIndex in range(NB_VIEW)]
@@ -166,7 +166,7 @@ metric = metrics[0]
logging.info("Start:\t Finding all available mono- & multiview algorithms")
-benchmark = {}
+benchmark = {"Monoview":{}, "Multiview":[]}
if args.CL_type.split(":")==["Benchmark"]:
if args.CL_algorithm=='':
fusionModulesNames = [name for _, name, isPackage
@@ -193,8 +193,8 @@ if args.CL_type.split(":")==["Benchmark"]:
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"]["Mumbo"] = args.MU_types.split(":")
+ if "Fusion" in args.CL_algos_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(":"):
@@ -225,15 +225,18 @@ AdaboostKWARGS = {"0": args.CL_Ada_n_est.split(":"), "1": args.CL_Ada_b_est.spli
argumentDictionaries = {"Monoview": {}, "Multiview": []}
-if benchmark["Monoview"]:
- for view in views:
- argumentDictionaries["Monoview"][str(view)] = []
- for classifier in benchmark["Monoview"]:
-
- arguments = {classifier+"KWARGS": globals()[classifier+"KWARGS"], "feat":view, "fileFeat": args.fileFeat,
- "fileCL": args.fileCL, "fileCLD": args.fileCLD, "CL_type": classifier}
-
- argumentDictionaries["Monoview"][str(view)].append(arguments)
+try:
+ if benchmark["Monoview"]:
+ for view in views:
+ argumentDictionaries["Monoview"][str(view)] = []
+ for classifier in benchmark["Monoview"]:
+
+ arguments = {classifier+"KWARGS": globals()[classifier+"KWARGS"], "feat":view, "fileFeat": args.fileFeat,
+ "fileCL": args.fileCL, "fileCLD": args.fileCLD, "CL_type": classifier}
+
+ argumentDictionaries["Monoview"][str(view)].append(arguments)
+except:
+ pass
bestClassifiers = []
bestClassifiersConfigs = []
resultsMonoview = []
@@ -251,51 +254,68 @@ for viewIndex, viewArguments in enumerate(argumentDictionaries["Monoview"].value
bestClassifiersConfigs.append(classifiersConfigs[np.argmax(np.array(accuracies))])
# bestClassifiers = ["DecisionTree", "DecisionTree", "DecisionTree", "DecisionTree"]
# bestClassifiersConfigs = [["1"],["1"],["1"],["1"]]
-
-if benchmark["Multiview"]:
- if benchmark["Multiview"]["Mumbo"]:
- for combination in itertools.combinations_with_replacement(range(len(benchmark["Multiview"]["Mumbo"])), NB_VIEW):
- classifiersNames = [benchmark["Multiview"]["Mumbo"][index] for index in combination]
- 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": {"classifiersNames": classifiersNames,
- "maxIter":int(args.MU_iter[0]), "minIter":int(args.MU_iter[1]),
- "threshold":args.MU_iter[2]}}
- argumentDictionaries["Multiview"].append(arguments)
- if benchmark["Multiview"]["Fusion"]:
- if benchmark["Multiview"]["Fusion"]["Methods"]["LateFusion"] and benchmark["Multiview"]["Fusion"]["Classifiers"]:
- for method in benchmark["Multiview"]["Fusion"]["Methods"]["LateFusion"]:
- 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,
- "classifiersNames": bestClassifiers,
- "classifiersConfigs": bestClassifiersConfigs,
- '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",
+try:
+ if benchmark["Multiview"]:
+ try:
+ if benchmark["Multiview"]["Mumbo"]:
+ for combination in itertools.combinations_with_replacement(range(len(benchmark["Multiview"]["Mumbo"])), NB_VIEW):
+ classifiersNames = [benchmark["Multiview"]["Mumbo"][index] for index in combination]
+ 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(":"),
- "FusionKWARGS": {"fusionType":"EarlyFusion", "fusionMethod":method,
- "classifiersNames": classifier,
- "classifiersConfigs": fusionClassifierConfig,
- 'fusionMethodConfig': fusionMethodConfig}}
+ "MumboKWARGS": {"classifiersNames": classifiersNames,
+ "maxIter":int(args.MU_iter[0]), "minIter":int(args.MU_iter[1]),
+ "threshold":args.MU_iter[2],
+ "classifiersConfigs": [argument.split(":") for argument in args.MU_config]}}
argumentDictionaries["Multiview"].append(arguments)
-
-print len(argumentDictionaries["Multiview"]), len(argumentDictionaries["Monoview"])
+ except:
+ pass
+ try:
+ if benchmark["Multiview"]["Fusion"]:
+ try:
+ if benchmark["Multiview"]["Fusion"]["Methods"]["LateFusion"] and benchmark["Multiview"]["Fusion"]["Classifiers"]:
+ for method in benchmark["Multiview"]["Fusion"]["Methods"]["LateFusion"]:
+ 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,
+ "classifiersNames": bestClassifiers,
+ "classifiersConfigs": bestClassifiersConfigs,
+ 'fusionMethodConfig': fusionMethodConfig}}
+ argumentDictionaries["Multiview"].append(arguments)
+ except:
+ pass
+ try:
+ 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,
+ "classifiersNames": classifier,
+ "classifiersConfigs": fusionClassifierConfig,
+ 'fusionMethodConfig': fusionMethodConfig}}
+ argumentDictionaries["Multiview"].append(arguments)
+ except:
+ pass
+ except:
+ pass
+except:
+ pass
+
+
+# print len(argumentDictionaries["Multiview"]), len(argumentDictionaries["Monoview"])
resultsMultiview = Parallel(n_jobs=nbCores)(
delayed(ExecMultiview)(DATASET, args.name, args.CL_split, args.CL_nbFolds, 1, args.type, args.pathF,
- LABELS_DICTIONARY, gridSearch=True, metrics=metrics, **arguments)
+ LABELS_DICTIONARY, #gridSearch=True,
+ metrics=metrics, **arguments)
for arguments in argumentDictionaries["Multiview"])
results = (resultsMonoview, resultsMultiview)
diff --git a/Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMLinear.py b/Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMLinear.py
index 523e998b..734a9629 100644
--- a/Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMLinear.py
+++ b/Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMLinear.py
@@ -6,7 +6,7 @@ from scipy.stats import randint
def fit(DATASET, CLASS_LABELS, NB_CORES=1,**kwargs):
C = int(kwargs['0'])
- classifier = SVC(C=C, kernel='linear', probability=True)
+ classifier = SVC(C=C, kernel='linear', probability=True, max_iter=1000)
classifier.fit(DATASET, CLASS_LABELS)
return classifier
@@ -25,7 +25,7 @@ def fit(DATASET, CLASS_LABELS, NB_CORES=1,**kwargs):
def gridSearch(X_train, y_train, nbFolds=4, nbCores=1, metric=["accuracy_score", None], nIter=30):
- pipeline_SVMLinear = Pipeline([('classifier', SVC(kernel="linear"))])
+ pipeline_SVMLinear = Pipeline([('classifier', SVC(kernel="linear", max_iter=1000))])
param_SVMLinear = {"classifier__C":randint(1, 10000)}
metricModule = getattr(Metrics, metric[0])
if metric[1]!=None:
diff --git a/Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMPoly.py b/Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMPoly.py
index 7285b29e..108c8449 100644
--- a/Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMPoly.py
+++ b/Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMPoly.py
@@ -7,7 +7,7 @@ from scipy.stats import randint
def fit(DATASET, CLASS_LABELS, NB_CORES=1,**kwargs):
C = int(kwargs['0'])
degree = int(kwargs['1'])
- classifier = SVC(C=C, kernel='poly', degree=degree, probability=True)
+ classifier = SVC(C=C, kernel='poly', degree=degree, probability=True, max_iter=1000)
classifier.fit(DATASET, CLASS_LABELS)
return classifier
@@ -25,7 +25,7 @@ def fit(DATASET, CLASS_LABELS, NB_CORES=1,**kwargs):
def gridSearch(X_train, y_train, nbFolds=4, nbCores=1, metric=["accuracy_score", None], nIter=30):
- pipeline_SVMPoly = Pipeline([('classifier', SVC(kernel="poly"))])
+ pipeline_SVMPoly = Pipeline([('classifier', SVC(kernel="poly", max_iter=1000))])
param_SVMPoly = {"classifier__C": randint(1, 10000), "classifier__degree":randint(1, 30)}
metricModule = getattr(Metrics, metric[0])
if metric[1]!=None:
diff --git a/Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMRBF.py b/Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMRBF.py
index 481f2ec0..87e2ae20 100644
--- a/Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMRBF.py
+++ b/Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMRBF.py
@@ -6,7 +6,7 @@ from scipy.stats import randint
def fit(DATASET, CLASS_LABELS, NB_CORES=1,**kwargs):
C = int(kwargs['0'])
- classifier = SVC(C=C, kernel='rbf', probability=True)
+ classifier = SVC(C=C, kernel='rbf', probability=True, max_iter=1000)
classifier.fit(DATASET, CLASS_LABELS)
return classifier
@@ -25,7 +25,7 @@ def fit(DATASET, CLASS_LABELS, NB_CORES=1,**kwargs):
def gridSearch(X_train, y_train, nbFolds=4, nbCores=1, metric=["accuracy_score", None], nIter=30):
- pipeline_SVMRBF = Pipeline([('classifier', SVC(kernel="rbf"))])
+ pipeline_SVMRBF = Pipeline([('classifier', SVC(kernel="rbf", max_iter=1000))])
param_SVMRBF = {"classifier__C": randint(1, 10000)}
metricModule = getattr(Metrics, metric[0])
if metric[1]!=None:
diff --git a/Code/MonoMutliViewClassifiers/Multiview/ExecMultiview.py b/Code/MonoMutliViewClassifiers/Multiview/ExecMultiview.py
index aa2160d5..ad434d7f 100644
--- a/Code/MonoMutliViewClassifiers/Multiview/ExecMultiview.py
+++ b/Code/MonoMutliViewClassifiers/Multiview/ExecMultiview.py
@@ -65,7 +65,6 @@ def ExecMultiview(DATASET, name, learningRate, nbFolds, nbCores, databaseType, p
extractionTime = time.time() - t_start
classifierPackage = globals()[CL_type] # Permet d'appeler un module avec une string
- initKWARGS = kwargs[CL_type + 'KWARGS']
classifierModule = getattr(classifierPackage, CL_type)
classifierClass = getattr(classifierModule, CL_type)
classifierGridSearch = getattr(classifierModule, "gridSearch_hdf5")
@@ -122,9 +121,9 @@ def ExecMultiview(DATASET, name, learningRate, nbFolds, nbCores, databaseType, p
stringAnalysis, imagesAnalysis, train, test, val = analysisModule.execute(kFoldClassifier, kFoldPredictedTrainLabels,
kFoldPredictedTestLabels, kFoldPredictedValidationLabels,
- DATASET, initKWARGS, learningRate, LABELS_DICTIONARY,
+ DATASET, classificationKWARGS, learningRate, LABELS_DICTIONARY,
views, nbCores, times, kFolds, name, nbFolds,
- validationIndices)
+ validationIndices, gridSearch, nIter)
labelsSet = set(LABELS_DICTIONARY.values())
logging.info(stringAnalysis)
featureString = "-".join(views)
@@ -139,12 +138,12 @@ def ExecMultiview(DATASET, name, learningRate, nbFolds, nbCores, databaseType, p
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
+ 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')
diff --git a/Code/MonoMutliViewClassifiers/Multiview/Fusion/analyzeResults.py b/Code/MonoMutliViewClassifiers/Multiview/Fusion/analyzeResults.py
index 2dabc62c..04e9cb21 100644
--- a/Code/MonoMutliViewClassifiers/Multiview/Fusion/analyzeResults.py
+++ b/Code/MonoMutliViewClassifiers/Multiview/Fusion/analyzeResults.py
@@ -23,18 +23,9 @@ def execute(kFoldClassifier, kFoldPredictedTrainLabels, kFoldPredictedTestLabels
DATASET_LENGTH = DATASET.get("datasetLength").value-len(validationIndices)
NB_CLASS = DATASET.get("nbClass").value
- kFoldPredictedTrainLabelsByIter = []
- kFoldPredictedTestLabelsByIter = []
- kFoldPredictedValidationLabelsByIter = []
- kFoldBestClassifiers = []
- kFoldGeneralAlphas = []
- kFoldBestViews = []
kFoldAccuracyOnTrain = []
kFoldAccuracyOnTest = []
kFoldAccuracyOnValidation = []
- kFoldAccuracyOnTrainByIter = []
- kFoldAccuracyOnTestByIter = []
- kFoldAccuracyOnValidationByIter = []
for foldIdx, fold in enumerate(kFolds):
if fold != range(DATASET_LENGTH):
trainIndices = [index for index in range(DATASET_LENGTH) if index not in fold]
diff --git a/Code/MonoMutliViewClassifiers/Multiview/GetMultiviewDb.py b/Code/MonoMutliViewClassifiers/Multiview/GetMultiviewDb.py
index a69ea79e..0683cf9f 100644
--- a/Code/MonoMutliViewClassifiers/Multiview/GetMultiviewDb.py
+++ b/Code/MonoMutliViewClassifiers/Multiview/GetMultiviewDb.py
@@ -27,6 +27,7 @@ def getDataset(pathToDB, viewNames, DBName):
def getFakeDBhdf5(features, pathF, name , NB_CLASS, LABELS_NAME):
NB_VIEW = len(features)
DATASET_LENGTH = 300
+ NB_CLASS = 2
VIEW_DIMENSIONS = np.random.random_integers(5, 20, NB_VIEW)
DATA = dict((indx,
@@ -36,6 +37,7 @@ def getFakeDBhdf5(features, pathF, name , NB_CLASS, LABELS_NAME):
for indx, viewDimension in enumerate(VIEW_DIMENSIONS))
CLASS_LABELS = np.random.random_integers(0, NB_CLASS-1, DATASET_LENGTH)
+ print CLASS_LABELS
LABELS_DICTIONARY = dict((indx, feature) for indx, feature in enumerate(features))
datasetFile = h5py.File(pathF+"Fake.hdf5", "w")
for index, viewData in enumerate(DATA.values()):
@@ -389,8 +391,13 @@ def getModifiedMultiOmicDBcsv(features, path, name, NB_CLASS, LABELS_NAMES):
logging.debug("Start:\t Getting RNASeq Data")
rnaseqData = np.genfromtxt(path+"matching_rnaseq.csv", delimiter=',')
- rnaseqDset = datasetFile.create_dataset("View2", rnaseqData.shape)
- rnaseqDset[...] = rnaseqData
+ uselessRows = []
+ for rowIndex, row in enumerate(np.transpose(rnaseqData)):
+ if not row.any():
+ uselessRows.append(rowIndex)
+ usefulRows = [usefulRowIndex for usefulRowIndex in range(rnaseqData.shape[1]) if usefulRowIndex not in uselessRows]
+ rnaseqDset = datasetFile.create_dataset("View2", (rnaseqData.shape[0], len(usefulRows)))
+ rnaseqDset[...] = rnaseqData[:, usefulRows]
rnaseqDset.attrs["name"]="RNASeq_"
logging.debug("Done:\t Getting RNASeq Data")
@@ -403,16 +410,34 @@ def getModifiedMultiOmicDBcsv(features, path, name, NB_CLASS, LABELS_NAMES):
- logging.debug("Start:\t Getting Modified RNASeq Data")
+ logging.debug("Start:\t Getting Sorted RNASeq Data")
RNASeq = datasetFile["View2"][...]
modifiedRNASeq = np.zeros((datasetFile.get("Metadata").attrs["datasetLength"], datasetFile.get("View2").shape[1]), dtype=int)
- for exampleindice, exampleArray in enumerate(RNASeq):
+ for exampleIndex, 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)
+ modifiedRNASeq[exampleIndex] = np.array([index for (index, value) in sorted_x], dtype=int)
mrnaseqDset = datasetFile.create_dataset("View4", modifiedRNASeq.shape, data=modifiedRNASeq)
- mrnaseqDset.attrs["name"] = "MRNASeq"
- logging.debug("Done:\t Getting Modified RNASeq Data")
+ mrnaseqDset.attrs["name"] = "SRNASeq"
+ logging.debug("Done:\t Getting Sorted RNASeq Data")
+
+ logging.debug("Start:\t Getting Binned RNASeq Data")
+ SRNASeq = datasetFile["View4"][...]
+ nbBins = 372
+ binLen = 935
+ binOffset = 187
+ bins = np.zeros((nbBins, binLen), dtype=int)
+ for binIndex in range(nbBins):
+ bins[binIndex] = np.arange(binLen)+binIndex*binOffset
+ binnedRNASeq = np.zeros((datasetFile.get("Metadata").attrs["datasetLength"], datasetFile.get("View2").shape[1]*nbBins), dtype=bool)
+ for exampleIndex, exampleArray in enumerate(SRNASeq):
+ for geneRank, geneIndex in enumerate(exampleArray):
+ for binIndex, bin in bins:
+ if geneRank in bin:
+ binnedRNASeq[exampleIndex, geneIndex*nbBins+binIndex] = True
+ brnaseqDset = datasetFile.create_dataset("View5", binnedRNASeq.shape, data=binnedRNASeq)
+ brnaseqDset.attrs["name"] = "BRNASeq"
+ logging.debug("Done:\t Getting Binned RNASeq Data")
labelFile = open(path+'brca_labels_triple-negatif.csv')
labels = np.array([int(line.strip().split(',')[1]) for line in labelFile])
diff --git a/Code/MonoMutliViewClassifiers/Multiview/Mumbo/Mumbo.py b/Code/MonoMutliViewClassifiers/Multiview/Mumbo/Mumbo.py
index 3f482152..449df21f 100644
--- a/Code/MonoMutliViewClassifiers/Multiview/Mumbo/Mumbo.py
+++ b/Code/MonoMutliViewClassifiers/Multiview/Mumbo/Mumbo.py
@@ -13,11 +13,11 @@ from sklearn.metrics import accuracy_score
def computeWeights(DATASET_LENGTH, iterIndex, viewIndice, CLASS_LABELS, costMatrices):
dist = np.sum(costMatrices[iterIndex, viewIndice])
dist = dist - np.sum(np.array(
- [costMatrices[iterIndex, viewIndice, exampleIndice, CLASS_LABELS[exampleIndice]] for exampleIndice in
+ [costMatrices[iterIndex, viewIndice, exampleIndice, int(CLASS_LABELS[exampleIndice])] for exampleIndice in
range(DATASET_LENGTH)]))
weights = np.array([-costMatrices[iterIndex, viewIndice,
- exampleIndice, CLASS_LABELS[exampleIndice]] / dist
+ exampleIndice, int(CLASS_LABELS[exampleIndice])] / dist
for exampleIndice in range(DATASET_LENGTH)])
return weights
@@ -146,7 +146,7 @@ class Mumbo:
# Learning
isStabilized=False
self.iterIndex = 0
- while not isStabilized or self.iterIndex >= self.maxIter:
+ while not isStabilized and not self.iterIndex >= self.maxIter-1:
if self.iterIndex > self.minIter:
coeffs = np.polyfit(np.log(np.arange(self.iterIndex)+0.00001), self.iterAccuracies[:self.iterIndex], 1)
if coeffs[0]/self.iterIndex < self.threshold:
@@ -156,7 +156,7 @@ class Mumbo:
classifiers, predictedLabels, areBad = self.trainWeakClassifiers_hdf5(DATASET, trainIndices, NB_CLASS,
DATASET_LENGTH, NB_VIEW)
if areBad.all():
- logging.warning("WARNING:\tAll bad for iteration " + str(self.iterIndex))
+ logging.warning("\t\tWARNING:\tAll bad for iteration " + str(self.iterIndex))
self.predictions[self.iterIndex] = predictedLabels
@@ -288,7 +288,7 @@ class Mumbo:
[costMatrix[exampleIndice, int(predictionMatrix[exampleIndice])] for exampleIndice in
range(DATASET_LENGTH)])))
tCost = float(np.sum(
- np.array([-costMatrix[exampleIndice, CLASS_LABELS[exampleIndice]] for exampleIndice in
+ np.array([-costMatrix[exampleIndice, int(CLASS_LABELS[exampleIndice])] for exampleIndice in
range(DATASET_LENGTH)])))
if tCost == 0.:
self.edges[self.iterIndex, viewIndex] = -cCost
@@ -350,7 +350,7 @@ class Mumbo:
if classe != CLASS_LABELS[exampleIndice]:
self.costMatrices[self.iterIndex + 1, viewIndice, exampleIndice, classe] \
= 1.0 * math.exp(self.fs[self.iterIndex, viewIndice, exampleIndice, classe] -
- self.fs[self.iterIndex, viewIndice, exampleIndice, CLASS_LABELS[exampleIndice]])
+ self.fs[self.iterIndex, viewIndice, exampleIndice, int(CLASS_LABELS[exampleIndice])])
else:
self.costMatrices[self.iterIndex + 1, viewIndice, exampleIndice, classe] \
= -1. * np.sum(np.exp(self.fs[self.iterIndex, viewIndice, exampleIndice] -
@@ -389,7 +389,7 @@ class Mumbo:
if classe != CLASS_LABELS[exampleIndice]:
self.generalCostMatrix[self.iterIndex, exampleIndice, classe] \
= math.exp(self.generalFs[self.iterIndex, exampleIndice, classe] -
- self.generalFs[self.iterIndex, exampleIndice, CLASS_LABELS[exampleIndice]])
+ self.generalFs[self.iterIndex, exampleIndice, int(CLASS_LABELS[exampleIndice])])
else:
self.generalCostMatrix[self.iterIndex, exampleIndice, classe] \
= -1 * np.sum(np.exp(self.generalFs[self.iterIndex, exampleIndice] -
diff --git a/Code/MonoMutliViewClassifiers/Multiview/Mumbo/analyzeResults.py b/Code/MonoMutliViewClassifiers/Multiview/Mumbo/analyzeResults.py
index 6afefd12..057b6474 100644
--- a/Code/MonoMutliViewClassifiers/Multiview/Mumbo/analyzeResults.py
+++ b/Code/MonoMutliViewClassifiers/Multiview/Mumbo/analyzeResults.py
@@ -15,7 +15,8 @@ def findMainView(bestViews):
return mainView
-def plotAccuracyByIter(trainAccuracy, testAccuracy, validationAccuracy, NB_ITER, bestViews, features, classifierAnalysis, viewNames):
+def plotAccuracyByIter(trainAccuracy, testAccuracy, validationAccuracy, NB_ITER, bestViews, features, classifierAnalysis):
+ print NB_ITER
x = range(NB_ITER)
mainView = findMainView(bestViews)
figure = plt.figure()
@@ -25,7 +26,7 @@ def plotAccuracyByIter(trainAccuracy, testAccuracy, validationAccuracy, NB_ITER,
titleString = ""
for view, classifierConfig in zip(features, classifierAnalysis):
titleString += "\n" + view + " : " + classifierConfig
- titleString+="\nBest view = " + features[int(mainView)]
+ titleString += "\nBest view = " + features[int(mainView)]
ax1.set_title("Accuracy depending on iteration", fontsize=20)
plt.text(0.5, 1.08, titleString,
@@ -76,24 +77,65 @@ def error(testLabels, computedLabels):
return float(error) * 100 / len(computedLabels)
-def execute(kFoldClassifier, kFoldPredictedTrainLabels, kFoldPredictedTestLabels, kFoldPredictedValidationLabels,
- DATASET, initKWARGS, LEARNING_RATE, LABELS_DICTIONARY, views, NB_CORES, times, kFolds, databaseName,
- nbFolds, validationIndices):
- CLASS_LABELS = DATASET.get("labels")[...]
- MumboKWARGS = {"classifiersConfigs":mumboClassifierConfig,
- "classifiersNames":mumboclassifierNames, "maxIter":int(args.MU_iter[0]),
- "minIter":int(args.MU_iter[1]), "threshold":args.MU_iter[2]}
- classifierConfigs, classifierNames, maxIter, minIter, threshold = initKWARGS.values()
+def getDBConfig(DATASET, LEARNING_RATE, nbFolds, databaseName, validationIndices, LABELS_DICTIONARY):
nbView = DATASET.get("Metadata").attrs["nbView"]
viewNames = [DATASET.get("View"+str(viewIndex)).attrs["name"] for viewIndex in range(nbView)]
+ viewShapes = [DATASET.get("View"+str(viewIndex)).shape for viewIndex in range(nbView)]
+ DBString = "Dataset info :\n\t-Dataset name : " + databaseName
+ DBString += "\n\t-Labels : " + ', '.join(LABELS_DICTIONARY.values())
+ DBString += "\n\t-Views : " + ', '.join([viewName+" of shape "+str(viewShape)
+ for viewName, viewShape in zip(viewNames, viewShapes)])
+ DBString += "\n\t-" + str(nbFolds) + " folds"
+ DBString += "\n\t- Validation set length : "+str(len(validationIndices))+" for learning rate : "+str(LEARNING_RATE)+" on a total number of examples of "+str(DATASET.get("Metadata").attrs["datasetLength"])
+ DBString += "\n\n"
+ return DBString, viewNames
+
+def getAlgoConfig(initKWARGS, NB_CORES, viewNames, gridSearch, nIter, times):
+ classifierNames = initKWARGS["classifiersNames"]
+ maxIter = initKWARGS["maxIter"]
+ minIter = initKWARGS["minIter"]
+ threshold = initKWARGS["threshold"]
+ classifiersConfig = initKWARGS["classifiersConfigs"]
+ extractionTime, kFoldLearningTime, kFoldPredictionTime, classificationTime = times
+ weakClassifierConfigs = [getattr(globals()[classifierName], 'getConfig')(classifiersConfig) for classifiersConfig,
+ classifierName
+ in zip(classifiersConfig, classifierNames)]
+ classifierAnalysis = [classifierName + " " + weakClassifierConfig + "on " + feature for classifierName,
+ weakClassifierConfig,
+ feature
+ in zip(classifierNames, weakClassifierConfigs, viewNames)]
+ gridSearchString = ""
+ if gridSearch:
+ gridSearchString += "Configurations found by randomized search with "+str(nIter)+" iterations"
+ algoString = "\n\nMumbo configuration : \n\t-Used "+str(NB_CORES)+" core(s)"
+ algoString += "\n\t-Iterations : min " + str(minIter)+ ", max "+str(maxIter)+", threshold "+str(threshold)
+ algoString += "\n\t-Weak Classifiers : " + "\n\t\t-".join(classifierAnalysis)
+ algoString += "\n\n"
+ algoString += "\n\nComputation time on " + str(NB_CORES) + " cores : \n\tDatabase extraction time : " + str(
+ hms(seconds=int(extractionTime))) + "\n\t"
+ row_format = "{:>15}" * 3
+ algoString += row_format.format("", *['Learn', 'Prediction'])
+ for index, (learningTime, predictionTime) in enumerate(zip(kFoldLearningTime, kFoldPredictionTime)):
+ algoString += '\n\t'
+ algoString += row_format.format("Fold " + str(index + 1), *[str(hms(seconds=int(learningTime))),
+ str(hms(seconds=int(predictionTime)))])
+ algoString += '\n\t'
+ algoString += row_format.format("Total", *[str(hms(seconds=int(sum(kFoldLearningTime)))),
+ str(hms(seconds=int(sum(kFoldPredictionTime))))])
+ algoString += "\n\tSo a total classification time of " + str(hms(seconds=int(classificationTime))) + ".\n\n"
+ algoString += "\n\n"
+ return algoString, classifierAnalysis
+
+
+def getClassificationReport(kFolds, kFoldClassifier, CLASS_LABELS, validationIndices, DATASET,
+ kFoldPredictedTrainLabels, kFoldPredictedTestLabels, kFoldPredictedValidationLabels):
DATASET_LENGTH = DATASET.get("Metadata").attrs["datasetLength"]-len(validationIndices)
+ nbView = DATASET.get("Metadata").attrs["nbView"]
NB_CLASS = DATASET.get("Metadata").attrs["nbClass"]
kFoldPredictedTrainLabelsByIter = []
kFoldPredictedTestLabelsByIter = []
kFoldPredictedValidationLabelsByIter = []
- kFoldBestClassifiers = []
- kFoldGeneralAlphas = []
kFoldBestViews = []
kFoldAccuracyOnTrain = []
kFoldAccuracyOnTest = []
@@ -103,6 +145,7 @@ def execute(kFoldClassifier, kFoldPredictedTrainLabels, kFoldPredictedTestLabels
kFoldAccuracyOnValidationByIter = []
kFoldMeanAverageAccuracies = []
kFoldBestViewsStats = []
+
for foldIdx, fold in enumerate(kFolds):
if fold != range(DATASET_LENGTH):
mumboClassifier = kFoldClassifier[foldIdx]
@@ -125,8 +168,8 @@ def execute(kFoldClassifier, kFoldPredictedTrainLabels, kFoldPredictedTestLabels
kFoldAccuracyOnTrainByIter.append([])
kFoldAccuracyOnTestByIter.append([])
kFoldAccuracyOnValidationByIter.append([])
- for iterIndex in range(NB_ITER):
- if len(PredictedTestLabelsByIter)==NB_ITER:
+ for iterIndex in range(mumboClassifier.iterIndex+1):
+ if len(PredictedTestLabelsByIter)==mumboClassifier.iterIndex+1:
kFoldAccuracyOnTestByIter[foldIdx].append(100 * accuracy_score(testLabels,
PredictedTestLabelsByIter[iterIndex]))
else:
@@ -147,64 +190,194 @@ def execute(kFoldClassifier, kFoldPredictedTrainLabels, kFoldPredictedTestLabels
totalAccuracyOnTrain = np.mean(kFoldAccuracyOnTrain)
totalAccuracyOnTest = np.mean(kFoldAccuracyOnTest)
totalAccuracyOnValidation = np.mean(kFoldAccuracyOnValidation)
- extractionTime, kFoldLearningTime, kFoldPredictionTime, classificationTime = times
- weakClassifierConfigs = [getattr(globals()[classifierName], 'getConfig')(classifierConfig) for classifierConfig,
- classifierName
- in zip(classifierConfigs, classifierNames)]
- classifierAnalysis = [classifierName + " " + weakClassifierConfig + "on " + feature for classifierName,
- weakClassifierConfig,
- feature
- in zip(classifierNames, weakClassifierConfigs, views)]
- bestViews = [findMainView(np.array(kFoldBestViews)[:, iterIdx]) for iterIdx in range(NB_ITER)]
+ return (totalAccuracyOnTrain, totalAccuracyOnTest, totalAccuracyOnValidation, kFoldMeanAverageAccuracies,
+ kFoldBestViewsStats, kFoldAccuracyOnTrainByIter, kFoldAccuracyOnTestByIter, kFoldAccuracyOnValidationByIter,
+ kFoldBestViews)
+
+def iterRelevant(iterIndex, kFoldClassifier):
+ relevants = np.zeros(len(kFoldClassifier), dtype=bool)
+ for classifierIndex, classifier in enumerate(kFoldClassifier):
+ if classifier.iterIndex >= iterIndex:
+ relevants[classifierIndex] = True
+ return relevants
+
+
+def modifiedMean(surplusAccuracies):
+ maxLen = 0
+ for foldAccuracies in surplusAccuracies.values():
+ if len(foldAccuracies)>maxLen:
+ maxLen = len(foldAccuracies)
+ meanAccuracies = []
+ for accuracyIndex in range(maxLen):
+ accuraciesToMean = []
+ for foldIndex in surplusAccuracies.keys():
+ try:
+ accuraciesToMean.append(surplusAccuracies[foldIndex][accuracyIndex])
+ except:
+ pass
+ meanAccuracies.append(np.mean(np.array(accuraciesToMean)))
+ return meanAccuracies
+
+def execute(kFoldClassifier, kFoldPredictedTrainLabels, kFoldPredictedTestLabels, kFoldPredictedValidationLabels,
+ DATASET, initKWARGS, LEARNING_RATE, LABELS_DICTIONARY, views, NB_CORES, times, kFolds, databaseName,
+ nbFolds, validationIndices, gridSearch, nIter):
+ CLASS_LABELS = DATASET.get("labels")[...]
+ classifierNames = initKWARGS["classifiersNames"]
+ maxIter = initKWARGS["maxIter"]
+ minIter = initKWARGS["minIter"]
+ threshold = initKWARGS["threshold"]
+ classifiersConfig = initKWARGS["classifiersConfigs"]
+ nbView = DATASET.get("Metadata").attrs["nbView"]
+ # viewNames = [DATASET.get("View"+str(viewIndex)).attrs["name"] for viewIndex in range(nbView)]
+ dbConfigurationString, viewNames = getDBConfig(DATASET, LEARNING_RATE, nbFolds, databaseName, validationIndices, LABELS_DICTIONARY)
+ algoConfigurationString, classifierAnalysis = getAlgoConfig(initKWARGS, NB_CORES, viewNames, gridSearch, nIter, times)
+ (totalAccuracyOnTrain, totalAccuracyOnTest, totalAccuracyOnValidation, kFoldMeanAverageAccuracies,
+ kFoldBestViewsStats, kFoldAccuracyOnTrainByIter, kFoldAccuracyOnTestByIter, kFoldAccuracyOnValidationByIter,
+ kFoldBestViews) = getClassificationReport(kFolds, kFoldClassifier, CLASS_LABELS, validationIndices, DATASET,
+ kFoldPredictedTrainLabels, kFoldPredictedTestLabels,
+ kFoldPredictedValidationLabels)
+ nbMinIter = maxIter
+ nbMaxIter = minIter
+ for classifier in kFoldClassifier:
+ if classifier.iterIndex+1<nbMinIter:
+ nbMinIter = classifier.iterIndex+1
+ if classifier.iterIndex+1>nbMaxIter:
+ nbMaxIter = classifier.iterIndex+1
+ formatedAccuracies = {"Train":np.zeros((nbFolds, nbMinIter)), "Test":np.zeros((nbFolds, nbMinIter)),
+ "Validation":np.zeros((nbFolds, nbMinIter))}
+ surplusAccuracies = {"Train":{}, "Test":{},"Validation":{}}
+ for classifierIndex, classifier in enumerate(kFoldClassifier):
+ formatedAccuracies["Test"][classifierIndex] = np.array(kFoldAccuracyOnTestByIter[classifierIndex][:nbMinIter])
+ formatedAccuracies["Train"][classifierIndex] = np.array(kFoldAccuracyOnTrainByIter[classifierIndex][:nbMinIter])
+ formatedAccuracies["Validation"][classifierIndex] = np.array(kFoldAccuracyOnValidationByIter[classifierIndex][:nbMinIter])
+ if classifier.iterIndex+1>nbMinIter:
+ surplusAccuracies["Train"][classifierIndex] = kFoldAccuracyOnTrainByIter[classifierIndex][nbMinIter:]
+ surplusAccuracies["Test"][classifierIndex] = kFoldAccuracyOnTestByIter[classifierIndex][nbMinIter:]
+ surplusAccuracies["Validation"][classifierIndex] = kFoldAccuracyOnValidationByIter[classifierIndex][nbMinIter:]
+
+
+
+ DATASET_LENGTH = DATASET.get("Metadata").attrs["datasetLength"]-len(validationIndices)
+ NB_CLASS = DATASET.get("Metadata").attrs["nbClass"]
+ # kFoldPredictedTrainLabelsByIter = []
+ # kFoldPredictedTestLabelsByIter = []
+ # kFoldPredictedValidationLabelsByIter = []
+ # kFoldBestViews = []
+ # kFoldAccuracyOnTrain = []
+ # kFoldAccuracyOnTest = []
+ # kFoldAccuracyOnValidation = []
+ # 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]
+ # validationLabels = CLASS_LABELS[validationIndices]
+ # PredictedTrainLabelsByIter = mumboClassifier.classifyMumbobyIter_hdf5(DATASET, usedIndices=trainIndices,
+ # NB_CLASS=NB_CLASS)
+ # kFoldPredictedTrainLabelsByIter.append(PredictedTrainLabelsByIter)
+ # PredictedTestLabelsByIter = mumboClassifier.classifyMumbobyIter_hdf5(DATASET, usedIndices=fold,
+ # NB_CLASS=NB_CLASS)
+ # kFoldPredictedTestLabelsByIter.append(PredictedTestLabelsByIter)
+ # PredictedValidationLabelsByIter = mumboClassifier.classifyMumbobyIter_hdf5(DATASET,
+ # usedIndices=validationIndices,
+ # NB_CLASS=NB_CLASS)
+ # kFoldPredictedValidationLabelsByIter.append(PredictedValidationLabelsByIter)
+ # kFoldAccuracyOnTrainByIter.append([])
+ # kFoldAccuracyOnTestByIter.append([])
+ # kFoldAccuracyOnValidationByIter.append([])
+ # for iterIndex in range(mumboClassifier.iterIndex+1):
+ # if len(PredictedTestLabelsByIter)==mumboClassifier.iterIndex+1:
+ # kFoldAccuracyOnTestByIter[foldIdx].append(100 * accuracy_score(testLabels,
+ # PredictedTestLabelsByIter[iterIndex]))
+ # else:
+ # kFoldAccuracyOnTestByIter[foldIdx].append(0.0)
+ # kFoldAccuracyOnTrainByIter[foldIdx].append(100 * accuracy_score(trainLabels,
+ # PredictedTrainLabelsByIter[iterIndex]))
+ # 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,
+ # kFoldPredictedValidationLabels[foldIdx]))
+ #
+ # totalAccuracyOnTrain = np.mean(kFoldAccuracyOnTrain)
+ # totalAccuracyOnTest = np.mean(kFoldAccuracyOnTest)
+ # totalAccuracyOnValidation = np.mean(kFoldAccuracyOnValidation)
+ # extractionTime, kFoldLearningTime, kFoldPredictionTime, classificationTime = times
+ # weakClassifierConfigs = [getattr(globals()[classifierName], 'getConfig')(classifiersConfig) for classifiersConfig,
+ # classifierName
+ # in zip(classifiersConfig, classifierNames)]
+ # classifierAnalysis = [classifierName + " " + weakClassifierConfig + "on " + feature for classifierName,
+ # weakClassifierConfig,
+ # feature
+ # in zip(classifierNames, weakClassifierConfigs, views)]
+ bestViews = [findMainView(np.array(kFoldBestViews)[:, iterIdx]) for iterIdx in range(nbMinIter)]
stringAnalysis = "\t\tResult for Multiview classification with Mumbo" \
"\n\nAverage accuracy :\n\t-On Train : " + str(totalAccuracyOnTrain) + "\n\t-On Test : " + \
- str(totalAccuracyOnTest) + "\n\t-On Validation : " + str(totalAccuracyOnValidation) +\
- "\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\t- Validation set length : "+str(len(validationIndices))+" for learning rate : "+\
- str(LEARNING_RATE)+\
- "\n\nClassification configuration : \n\t-Algorithm used : Mumbo \n\t-Iterations : min " + \
- str(minIter)+ ", max "+ str(maxIter)+", threshold "+ str(threshold)+ + "\n\t-Weak Classifiers : " + "\n\t\t-".join(
- classifierAnalysis) + "\n\n Mean average accuracies and stats for each fold : "
+ str(totalAccuracyOnTest) + "\n\t-On Validation : " + str(totalAccuracyOnValidation)
+ stringAnalysis += dbConfigurationString
+ stringAnalysis += algoConfigurationString
+ # "\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\t- Validation set length : "+str(len(validationIndices))+" for learning rate : "+\
+ # str(LEARNING_RATE)+\
+ # "\n\nClassification configuration : \n\t-Algorithm used : Mumbo \n\t-Iterations : min " + \
+ # str(minIter)+ ", max "+ str(maxIter)+", threshold "+ str(threshold)+ + "\n\t-Weak Classifiers : " + "\n\t\t-".join(
+ # classifierAnalysis) + "\n\n Mean average accuracies and stats for each fold : "
+ stringAnalysis += "Mean average accuracies and stats for each fold :"
for foldIdx in range(nbFolds):
- stringAnalysis += "\n\t- Fold "+str(foldIdx)+", used "+str(kFoldClassifier.iterIndex + 1)
+ stringAnalysis += "\n\t- Fold "+str(foldIdx)+", used "+str(kFoldClassifier[foldIdx].iterIndex + 1)
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 : "
+ print iterRelevant(0, kFoldClassifier)
+ for iterIndex in range(maxIter):
+ if iterRelevant(iterIndex, kFoldClassifier).any():
+ stringAnalysis += "\n\t- Iteration " + str(iterIndex + 1)
+ for foldIdx in [index for index, value in enumerate(iterRelevant(iterIndex, kFoldClassifier)) if value]:
+ stringAnalysis += "\n\t\t Fold " + str(foldIdx + 1) + "\n\t\t\tAccuracy on train : " + \
+ str(kFoldAccuracyOnTrainByIter[foldIdx][iterIndex]) + '\n\t\t\tAccuracy on test : ' + \
+ str(kFoldAccuracyOnTestByIter[foldIdx][iterIndex]) + '\n\t\t\tAccuracy on validation : '+\
+ str(kFoldAccuracyOnValidationByIter[foldIdx][iterIndex]) + '\n\t\t\tSelected View : ' + \
+ str(DATASET["View"+str(int(kFoldBestViews[foldIdx][iterIndex]))].attrs["name"])
+ # stringAnalysis += "\n\t\t- Mean : \n\t\t\t Accuracy on train : " + str(
+ # np.array(kFoldAccuracyOnTrainByIter)[:, iterIndex].mean()) + \
+ # "\n\t\t\t Accuracy on test : " + str(np.array(kFoldAccuracyOnTestByIter)[:, iterIndex].mean())
- for iterIndex in range(NB_ITER):
- stringAnalysis += "\n\t- Iteration " + str(iterIndex + 1)
- for foldIdx in range(nbFolds):
- stringAnalysis += "\n\t\t Fold " + str(foldIdx + 1) + "\n\t\t\tAccuracy on train : " + \
- str(kFoldAccuracyOnTrainByIter[foldIdx][iterIndex]) + '\n\t\t\tAccuracy on test : ' + \
- str(kFoldAccuracyOnTestByIter[foldIdx][iterIndex]) + '\n\t\t\tAccuracy on validation : '+\
- str(kFoldAccuracyOnValidationByIter[foldIdx][iterIndex]) + '\n\t\t\tSelected View : ' + \
- str(DATASET["View"+str(int(kFoldBestViews[foldIdx][iterIndex]))].attrs["name"])
- stringAnalysis += "\n\t\t- Mean : \n\t\t\t Accuracy on train : " + str(
- np.array(kFoldAccuracyOnTrainByIter)[:, iterIndex].mean()) + \
- "\n\t\t\t Accuracy on test : " + str(np.array(kFoldAccuracyOnTestByIter)[:, iterIndex].mean())
-
- stringAnalysis += "\n\nComputation time on " + str(NB_CORES) + " cores : \n\tDatabase extraction time : " + str(
- hms(seconds=int(extractionTime))) + "\n\t"
- row_format = "{:>15}" * 3
- stringAnalysis += row_format.format("", *['Learn', 'Prediction'])
- for index, (learningTime, predictionTime) in enumerate(zip(kFoldLearningTime, kFoldPredictionTime)):
- stringAnalysis += '\n\t'
- stringAnalysis += row_format.format("Fold " + str(index + 1), *[str(hms(seconds=int(learningTime))),
- str(hms(seconds=int(predictionTime)))])
- stringAnalysis += '\n\t'
- stringAnalysis += row_format.format("Total", *[str(hms(seconds=int(sum(kFoldLearningTime)))),
- str(hms(seconds=int(sum(kFoldPredictionTime))))])
- stringAnalysis += "\n\tSo a total classification time of " + str(hms(seconds=int(classificationTime))) + ".\n\n"
-
- trainAccuracyByIter = np.array(kFoldAccuracyOnTrainByIter).mean(axis=0)
- 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, viewNames)
+ # stringAnalysis += "\n\nComputation time on " + str(NB_CORES) + " cores : \n\tDatabase extraction time : " + str(
+ # hms(seconds=int(extractionTime))) + "\n\t"
+ # row_format = "{:>15}" * 3
+ # stringAnalysis += row_format.format("", *['Learn', 'Prediction'])
+ # for index, (learningTime, predictionTime) in enumerate(zip(kFoldLearningTime, kFoldPredictionTime)):
+ # stringAnalysis += '\n\t'
+ # stringAnalysis += row_format.format("Fold " + str(index + 1), *[str(hms(seconds=int(learningTime))),
+ # str(hms(seconds=int(predictionTime)))])
+ # stringAnalysis += '\n\t'
+ # stringAnalysis += row_format.format("Total", *[str(hms(seconds=int(sum(kFoldLearningTime)))),
+ # str(hms(seconds=int(sum(kFoldPredictionTime))))])
+ # stringAnalysis += "\n\tSo a total classification time of " + str(hms(seconds=int(classificationTime))) + ".\n\n"
+ #
+ trainAccuracyByIter = list(formatedAccuracies["Train"].mean(axis=0))+modifiedMean(surplusAccuracies["Train"])
+ testAccuracyByIter = list(formatedAccuracies["Test"].mean(axis=0))+modifiedMean(surplusAccuracies["Test"])
+ validationAccuracyByIter = list(formatedAccuracies["Validation"].mean(axis=0))+modifiedMean(surplusAccuracies["Validation"])
+ print nbMaxIter
+ name, image = plotAccuracyByIter(trainAccuracyByIter, testAccuracyByIter, validationAccuracyByIter, nbMaxIter,
+ bestViews, views, classifierAnalysis)
imagesAnalysis = {name: image}
-
+ #
return stringAnalysis, imagesAnalysis, totalAccuracyOnTrain, totalAccuracyOnTest, totalAccuracyOnValidation
diff --git a/Code/MonoMutliViewClassifiers/ResultAnalysis.py b/Code/MonoMutliViewClassifiers/ResultAnalysis.py
index 99d3abce..cc4cde73 100644
--- a/Code/MonoMutliViewClassifiers/ResultAnalysis.py
+++ b/Code/MonoMutliViewClassifiers/ResultAnalysis.py
@@ -6,7 +6,7 @@ def resultAnalysis(benchmark, results):
mono, multi = results
names = [type_+feat for [type_, b, c, feat] in mono]+[type_ if type_ != "Fusion" else type_+a["FusionType"]+a["FusionMethod"] for type_, a, b, c, d in multi]
nbResults = len(mono)+len(multi)
- accuracies = [float(accuracy)*100 for [a, accuracy, c, d] in mono]+[float(accuracy)*100 for a, b, c, d, accuracy in multi]
+ accuracies = [float(accuracy) for [a, accuracy, c, d] in mono]+[float(accuracy) for a, b, c, d, accuracy in multi]
f = pylab.figure()
try:
fig = plt.gcf()
diff --git a/Code/MonoMutliViewClassifiers/Results/20160830-174526-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160830-174526-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..54e4f78a
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160830-174526-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,63 @@
+2016-08-30 17:45:26,259 INFO: Start: Finding all available mono- & multiview algorithms
+2016-08-30 17:45:26,262 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:45:26,262 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:45:26,262 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:45:26,262 DEBUG: Info: Shape X_train:(210, 12), Length of y_train:210
+2016-08-30 17:45:26,262 DEBUG: Info: Shape X_test:(90, 12), Length of y_test:90
+2016-08-30 17:45:26,263 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:45:26,263 DEBUG: Start: Classification
+2016-08-30 17:45:27,353 DEBUG: Info: Time for Classification: 1.09098100662[s]
+2016-08-30 17:45:27,353 DEBUG: Done: Classification
+2016-08-30 17:45:27,355 DEBUG: Start: Statistic Results
+2016-08-30 17:45:27,355 INFO: Accuracy :0.0777777777778
+2016-08-30 17:45:27,356 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:45:27,357 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:45:27,357 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:45:27,357 DEBUG: Info: Shape X_train:(210, 12), Length of y_train:210
+2016-08-30 17:45:27,357 DEBUG: Info: Shape X_test:(90, 12), Length of y_test:90
+2016-08-30 17:45:27,357 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:45:27,357 DEBUG: Start: Classification
+2016-08-30 17:45:28,092 DEBUG: Info: Time for Classification: 0.735261917114[s]
+2016-08-30 17:45:28,092 DEBUG: Done: Classification
+2016-08-30 17:45:28,093 DEBUG: Start: Statistic Results
+2016-08-30 17:45:28,093 INFO: Accuracy :0.0666666666667
+2016-08-30 17:45:28,094 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:45:28,094 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:45:28,094 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:45:28,095 DEBUG: Info: Shape X_train:(210, 12), Length of y_train:210
+2016-08-30 17:45:28,095 DEBUG: Info: Shape X_test:(90, 12), Length of y_test:90
+2016-08-30 17:45:28,095 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:45:28,095 DEBUG: Start: Classification
+2016-08-30 17:45:28,697 DEBUG: Info: Time for Classification: 0.603069067001[s]
+2016-08-30 17:45:28,698 DEBUG: Done: Classification
+2016-08-30 17:45:28,700 DEBUG: Start: Statistic Results
+2016-08-30 17:45:28,700 INFO: Accuracy :0.0888888888889
+2016-08-30 17:45:28,701 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:45:28,701 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:45:28,701 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:45:28,702 DEBUG: Info: Shape X_train:(210, 12), Length of y_train:210
+2016-08-30 17:45:28,702 DEBUG: Info: Shape X_test:(90, 12), Length of y_test:90
+2016-08-30 17:45:28,702 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:45:28,702 DEBUG: Start: Classification
+2016-08-30 17:45:35,101 DEBUG: Info: Time for Classification: 6.39919686317[s]
+2016-08-30 17:45:35,101 DEBUG: Done: Classification
+2016-08-30 17:45:35,104 DEBUG: Start: Statistic Results
+2016-08-30 17:45:35,104 INFO: Accuracy :0.0777777777778
+2016-08-30 17:45:35,105 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:45:35,106 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:45:35,106 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:45:35,106 DEBUG: Info: Shape X_train:(210, 12), Length of y_train:210
+2016-08-30 17:45:35,106 DEBUG: Info: Shape X_test:(90, 12), Length of y_test:90
+2016-08-30 17:45:35,106 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:45:35,106 DEBUG: Start: Classification
+2016-08-30 17:45:36,361 DEBUG: Info: Time for Classification: 1.25554490089[s]
+2016-08-30 17:45:36,361 DEBUG: Done: Classification
+2016-08-30 17:45:36,362 DEBUG: Start: Statistic Results
+2016-08-30 17:45:36,363 INFO: Accuracy :0.111111111111
+2016-08-30 17:45:36,364 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:45:36,364 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:45:36,364 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:45:36,364 DEBUG: Info: Shape X_train:(210, 12), Length of y_train:210
+2016-08-30 17:45:36,364 DEBUG: Info: Shape X_test:(90, 12), Length of y_test:90
+2016-08-30 17:45:36,364 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:45:36,364 DEBUG: Start: Classification
diff --git a/Code/MonoMutliViewClassifiers/Results/20160830-174741-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160830-174741-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..aaafdf47
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160830-174741-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,63 @@
+2016-08-30 17:47:41,572 INFO: Start: Finding all available mono- & multiview algorithms
+2016-08-30 17:47:41,574 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:47:41,575 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:47:41,575 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:47:41,575 DEBUG: Info: Shape X_train:(210, 11), Length of y_train:210
+2016-08-30 17:47:41,575 DEBUG: Info: Shape X_test:(90, 11), Length of y_test:90
+2016-08-30 17:47:41,575 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:47:41,575 DEBUG: Start: Classification
+2016-08-30 17:47:42,647 DEBUG: Info: Time for Classification: 1.07267999649[s]
+2016-08-30 17:47:42,647 DEBUG: Done: Classification
+2016-08-30 17:47:42,652 DEBUG: Start: Statistic Results
+2016-08-30 17:47:42,653 INFO: Accuracy :0.0333333333333
+2016-08-30 17:47:42,655 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:47:42,656 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:47:42,656 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:47:42,656 DEBUG: Info: Shape X_train:(210, 11), Length of y_train:210
+2016-08-30 17:47:42,657 DEBUG: Info: Shape X_test:(90, 11), Length of y_test:90
+2016-08-30 17:47:42,657 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:47:42,657 DEBUG: Start: Classification
+2016-08-30 17:47:43,333 DEBUG: Info: Time for Classification: 0.67829990387[s]
+2016-08-30 17:47:43,333 DEBUG: Done: Classification
+2016-08-30 17:47:43,335 DEBUG: Start: Statistic Results
+2016-08-30 17:47:43,335 INFO: Accuracy :0.0666666666667
+2016-08-30 17:47:43,336 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:47:43,336 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:47:43,336 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:47:43,336 DEBUG: Info: Shape X_train:(210, 11), Length of y_train:210
+2016-08-30 17:47:43,337 DEBUG: Info: Shape X_test:(90, 11), Length of y_test:90
+2016-08-30 17:47:43,337 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:47:43,337 DEBUG: Start: Classification
+2016-08-30 17:47:43,939 DEBUG: Info: Time for Classification: 0.602705955505[s]
+2016-08-30 17:47:43,939 DEBUG: Done: Classification
+2016-08-30 17:47:43,941 DEBUG: Start: Statistic Results
+2016-08-30 17:47:43,942 INFO: Accuracy :0.0777777777778
+2016-08-30 17:47:43,943 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:47:43,943 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:47:43,943 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:47:43,943 DEBUG: Info: Shape X_train:(210, 11), Length of y_train:210
+2016-08-30 17:47:43,943 DEBUG: Info: Shape X_test:(90, 11), Length of y_test:90
+2016-08-30 17:47:43,943 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:47:43,944 DEBUG: Start: Classification
+2016-08-30 17:47:50,352 DEBUG: Info: Time for Classification: 6.40964508057[s]
+2016-08-30 17:47:50,353 DEBUG: Done: Classification
+2016-08-30 17:47:50,355 DEBUG: Start: Statistic Results
+2016-08-30 17:47:50,355 INFO: Accuracy :0.122222222222
+2016-08-30 17:47:50,356 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:47:50,356 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:47:50,357 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:47:50,357 DEBUG: Info: Shape X_train:(210, 11), Length of y_train:210
+2016-08-30 17:47:50,357 DEBUG: Info: Shape X_test:(90, 11), Length of y_test:90
+2016-08-30 17:47:50,357 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:47:50,357 DEBUG: Start: Classification
+2016-08-30 17:47:51,592 DEBUG: Info: Time for Classification: 1.23550987244[s]
+2016-08-30 17:47:51,592 DEBUG: Done: Classification
+2016-08-30 17:47:51,593 DEBUG: Start: Statistic Results
+2016-08-30 17:47:51,594 INFO: Accuracy :0.1
+2016-08-30 17:47:51,595 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:47:51,595 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:47:51,595 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:47:51,595 DEBUG: Info: Shape X_train:(210, 11), Length of y_train:210
+2016-08-30 17:47:51,595 DEBUG: Info: Shape X_test:(90, 11), Length of y_test:90
+2016-08-30 17:47:51,595 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:47:51,595 DEBUG: Start: Classification
diff --git a/Code/MonoMutliViewClassifiers/Results/20160830-174835-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160830-174835-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..f1c96c5a
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160830-174835-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,63 @@
+2016-08-30 17:48:35,401 INFO: Start: Finding all available mono- & multiview algorithms
+2016-08-30 17:48:35,403 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:48:35,403 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:48:35,403 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:48:35,404 DEBUG: Info: Shape X_train:(210, 11), Length of y_train:210
+2016-08-30 17:48:35,404 DEBUG: Info: Shape X_test:(90, 11), Length of y_test:90
+2016-08-30 17:48:35,404 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:48:35,404 DEBUG: Start: Classification
+2016-08-30 17:48:36,502 DEBUG: Info: Time for Classification: 1.09843802452[s]
+2016-08-30 17:48:36,502 DEBUG: Done: Classification
+2016-08-30 17:48:36,504 DEBUG: Start: Statistic Results
+2016-08-30 17:48:36,504 INFO: Accuracy :0.0555555555556
+2016-08-30 17:48:36,505 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:48:36,505 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:48:36,505 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:48:36,505 DEBUG: Info: Shape X_train:(210, 11), Length of y_train:210
+2016-08-30 17:48:36,505 DEBUG: Info: Shape X_test:(90, 11), Length of y_test:90
+2016-08-30 17:48:36,505 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:48:36,506 DEBUG: Start: Classification
+2016-08-30 17:48:37,195 DEBUG: Info: Time for Classification: 0.689888000488[s]
+2016-08-30 17:48:37,195 DEBUG: Done: Classification
+2016-08-30 17:48:37,196 DEBUG: Start: Statistic Results
+2016-08-30 17:48:37,196 INFO: Accuracy :0.0555555555556
+2016-08-30 17:48:37,197 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:48:37,197 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:48:37,198 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:48:37,198 DEBUG: Info: Shape X_train:(210, 11), Length of y_train:210
+2016-08-30 17:48:37,198 DEBUG: Info: Shape X_test:(90, 11), Length of y_test:90
+2016-08-30 17:48:37,198 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:48:37,198 DEBUG: Start: Classification
+2016-08-30 17:48:37,801 DEBUG: Info: Time for Classification: 0.603616952896[s]
+2016-08-30 17:48:37,801 DEBUG: Done: Classification
+2016-08-30 17:48:37,804 DEBUG: Start: Statistic Results
+2016-08-30 17:48:37,804 INFO: Accuracy :0.0555555555556
+2016-08-30 17:48:37,805 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:48:37,805 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:48:37,805 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:48:37,805 DEBUG: Info: Shape X_train:(210, 11), Length of y_train:210
+2016-08-30 17:48:37,806 DEBUG: Info: Shape X_test:(90, 11), Length of y_test:90
+2016-08-30 17:48:37,806 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:48:37,806 DEBUG: Start: Classification
+2016-08-30 17:48:44,587 DEBUG: Info: Time for Classification: 6.78195786476[s]
+2016-08-30 17:48:44,587 DEBUG: Done: Classification
+2016-08-30 17:48:44,591 DEBUG: Start: Statistic Results
+2016-08-30 17:48:44,591 INFO: Accuracy :0.0888888888889
+2016-08-30 17:48:44,592 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:48:44,592 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:48:44,592 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:48:44,593 DEBUG: Info: Shape X_train:(210, 11), Length of y_train:210
+2016-08-30 17:48:44,593 DEBUG: Info: Shape X_test:(90, 11), Length of y_test:90
+2016-08-30 17:48:44,593 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:48:44,593 DEBUG: Start: Classification
+2016-08-30 17:48:45,814 DEBUG: Info: Time for Classification: 1.22223997116[s]
+2016-08-30 17:48:45,815 DEBUG: Done: Classification
+2016-08-30 17:48:45,816 DEBUG: Start: Statistic Results
+2016-08-30 17:48:45,816 INFO: Accuracy :0.111111111111
+2016-08-30 17:48:45,817 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:48:45,817 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:48:45,817 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:48:45,817 DEBUG: Info: Shape X_train:(210, 11), Length of y_train:210
+2016-08-30 17:48:45,818 DEBUG: Info: Shape X_test:(90, 11), Length of y_test:90
+2016-08-30 17:48:45,818 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:48:45,818 DEBUG: Start: Classification
diff --git a/Code/MonoMutliViewClassifiers/Results/20160830-174925-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160830-174925-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..a7613b96
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160830-174925-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,833 @@
+2016-08-30 17:49:25,881 INFO: Start: Finding all available mono- & multiview algorithms
+2016-08-30 17:49:25,884 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:25,884 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:49:25,884 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:25,884 DEBUG: Info: Shape X_train:(210, 9), Length of y_train:210
+2016-08-30 17:49:25,884 DEBUG: Info: Shape X_test:(90, 9), Length of y_test:90
+2016-08-30 17:49:25,885 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:25,885 DEBUG: Start: Classification
+2016-08-30 17:49:26,888 DEBUG: Info: Time for Classification: 1.00444507599[s]
+2016-08-30 17:49:26,889 DEBUG: Done: Classification
+2016-08-30 17:49:26,890 DEBUG: Start: Statistic Results
+2016-08-30 17:49:26,891 INFO: Accuracy :0.0888888888889
+2016-08-30 17:49:26,892 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:26,892 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:49:26,892 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:26,892 DEBUG: Info: Shape X_train:(210, 9), Length of y_train:210
+2016-08-30 17:49:26,892 DEBUG: Info: Shape X_test:(90, 9), Length of y_test:90
+2016-08-30 17:49:26,892 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:26,892 DEBUG: Start: Classification
+2016-08-30 17:49:27,529 DEBUG: Info: Time for Classification: 0.637562990189[s]
+2016-08-30 17:49:27,529 DEBUG: Done: Classification
+2016-08-30 17:49:27,531 DEBUG: Start: Statistic Results
+2016-08-30 17:49:27,531 INFO: Accuracy :0.111111111111
+2016-08-30 17:49:27,532 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:27,532 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:49:27,532 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:27,532 DEBUG: Info: Shape X_train:(210, 9), Length of y_train:210
+2016-08-30 17:49:27,532 DEBUG: Info: Shape X_test:(90, 9), Length of y_test:90
+2016-08-30 17:49:27,533 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:27,533 DEBUG: Start: Classification
+2016-08-30 17:49:28,132 DEBUG: Info: Time for Classification: 0.599709033966[s]
+2016-08-30 17:49:28,132 DEBUG: Done: Classification
+2016-08-30 17:49:28,135 DEBUG: Start: Statistic Results
+2016-08-30 17:49:28,135 INFO: Accuracy :0.0666666666667
+2016-08-30 17:49:28,136 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:28,136 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:49:28,136 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:28,136 DEBUG: Info: Shape X_train:(210, 9), Length of y_train:210
+2016-08-30 17:49:28,136 DEBUG: Info: Shape X_test:(90, 9), Length of y_test:90
+2016-08-30 17:49:28,137 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:28,137 DEBUG: Start: Classification
+2016-08-30 17:49:34,184 DEBUG: Info: Time for Classification: 6.04817509651[s]
+2016-08-30 17:49:34,184 DEBUG: Done: Classification
+2016-08-30 17:49:34,186 DEBUG: Start: Statistic Results
+2016-08-30 17:49:34,187 INFO: Accuracy :0.1
+2016-08-30 17:49:34,188 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:34,188 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:49:34,188 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:34,188 DEBUG: Info: Shape X_train:(210, 9), Length of y_train:210
+2016-08-30 17:49:34,188 DEBUG: Info: Shape X_test:(90, 9), Length of y_test:90
+2016-08-30 17:49:34,188 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:34,189 DEBUG: Start: Classification
+2016-08-30 17:49:35,409 DEBUG: Info: Time for Classification: 1.22102212906[s]
+2016-08-30 17:49:35,409 DEBUG: Done: Classification
+2016-08-30 17:49:35,410 DEBUG: Start: Statistic Results
+2016-08-30 17:49:35,411 INFO: Accuracy :0.1
+2016-08-30 17:49:35,411 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:35,412 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:49:35,412 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:35,412 DEBUG: Info: Shape X_train:(210, 9), Length of y_train:210
+2016-08-30 17:49:35,412 DEBUG: Info: Shape X_test:(90, 9), Length of y_test:90
+2016-08-30 17:49:35,412 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:35,412 DEBUG: Start: Classification
+2016-08-30 17:49:41,286 DEBUG: Info: Time for Classification: 5.87452316284[s]
+2016-08-30 17:49:41,286 DEBUG: Done: Classification
+2016-08-30 17:49:41,288 DEBUG: Start: Statistic Results
+2016-08-30 17:49:41,288 INFO: Accuracy :0.0888888888889
+2016-08-30 17:49:41,289 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:41,289 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMPoly
+2016-08-30 17:49:41,289 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:41,290 DEBUG: Info: Shape X_train:(210, 9), Length of y_train:210
+2016-08-30 17:49:41,290 DEBUG: Info: Shape X_test:(90, 9), Length of y_test:90
+2016-08-30 17:49:41,290 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:41,290 DEBUG: Start: Classification
+2016-08-30 17:49:42,734 DEBUG: Info: Time for Classification: 1.44498991966[s]
+2016-08-30 17:49:42,734 DEBUG: Done: Classification
+2016-08-30 17:49:42,736 DEBUG: Start: Statistic Results
+2016-08-30 17:49:42,737 INFO: Accuracy :0.0666666666667
+2016-08-30 17:49:42,738 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:42,738 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMRBF
+2016-08-30 17:49:42,738 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:42,738 DEBUG: Info: Shape X_train:(210, 9), Length of y_train:210
+2016-08-30 17:49:42,738 DEBUG: Info: Shape X_test:(90, 9), Length of y_test:90
+2016-08-30 17:49:42,738 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:42,738 DEBUG: Start: Classification
+2016-08-30 17:49:44,084 DEBUG: Info: Time for Classification: 1.34591794014[s]
+2016-08-30 17:49:44,084 DEBUG: Done: Classification
+2016-08-30 17:49:44,086 DEBUG: Start: Statistic Results
+2016-08-30 17:49:44,086 INFO: Accuracy :0.111111111111
+2016-08-30 17:49:44,087 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:44,087 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:49:44,088 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:44,088 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:49:44,088 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:49:44,088 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:44,088 DEBUG: Start: Classification
+2016-08-30 17:49:45,206 DEBUG: Info: Time for Classification: 1.11849689484[s]
+2016-08-30 17:49:45,206 DEBUG: Done: Classification
+2016-08-30 17:49:45,210 DEBUG: Start: Statistic Results
+2016-08-30 17:49:45,210 INFO: Accuracy :0.0333333333333
+2016-08-30 17:49:45,213 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:45,213 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:49:45,213 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:45,214 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:49:45,214 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:49:45,214 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:45,214 DEBUG: Start: Classification
+2016-08-30 17:49:45,965 DEBUG: Info: Time for Classification: 0.752689123154[s]
+2016-08-30 17:49:45,965 DEBUG: Done: Classification
+2016-08-30 17:49:45,966 DEBUG: Start: Statistic Results
+2016-08-30 17:49:45,967 INFO: Accuracy :0.0777777777778
+2016-08-30 17:49:45,968 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:45,968 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:49:45,968 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:45,968 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:49:45,968 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:49:45,968 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:45,968 DEBUG: Start: Classification
+2016-08-30 17:49:46,597 DEBUG: Info: Time for Classification: 0.6288189888[s]
+2016-08-30 17:49:46,597 DEBUG: Done: Classification
+2016-08-30 17:49:46,600 DEBUG: Start: Statistic Results
+2016-08-30 17:49:46,600 INFO: Accuracy :0.0444444444444
+2016-08-30 17:49:46,601 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:46,602 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:49:46,602 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:46,602 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:49:46,602 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:49:46,602 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:46,602 DEBUG: Start: Classification
+2016-08-30 17:49:52,884 DEBUG: Info: Time for Classification: 6.2820789814[s]
+2016-08-30 17:49:52,884 DEBUG: Done: Classification
+2016-08-30 17:49:52,886 DEBUG: Start: Statistic Results
+2016-08-30 17:49:52,886 INFO: Accuracy :0.0555555555556
+2016-08-30 17:49:52,887 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:52,888 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:49:52,888 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:52,888 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:49:52,888 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:49:52,888 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:52,888 DEBUG: Start: Classification
+2016-08-30 17:49:54,192 DEBUG: Info: Time for Classification: 1.3040869236[s]
+2016-08-30 17:49:54,192 DEBUG: Done: Classification
+2016-08-30 17:49:54,193 DEBUG: Start: Statistic Results
+2016-08-30 17:49:54,193 INFO: Accuracy :0.0888888888889
+2016-08-30 17:49:54,194 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:54,194 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:49:54,194 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:54,195 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:49:54,195 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:49:54,195 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:54,195 DEBUG: Start: Classification
+2016-08-30 17:49:58,456 DEBUG: Info: Time for Classification: 4.26204299927[s]
+2016-08-30 17:49:58,456 DEBUG: Done: Classification
+2016-08-30 17:49:58,459 DEBUG: Start: Statistic Results
+2016-08-30 17:49:58,459 INFO: Accuracy :0.0444444444444
+2016-08-30 17:49:58,460 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:58,460 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMPoly
+2016-08-30 17:49:58,460 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:58,460 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:49:58,461 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:49:58,461 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:58,461 DEBUG: Start: Classification
+2016-08-30 17:49:59,964 DEBUG: Info: Time for Classification: 1.50386500359[s]
+2016-08-30 17:49:59,964 DEBUG: Done: Classification
+2016-08-30 17:49:59,966 DEBUG: Start: Statistic Results
+2016-08-30 17:49:59,966 INFO: Accuracy :0.0666666666667
+2016-08-30 17:49:59,967 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:49:59,967 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMRBF
+2016-08-30 17:49:59,968 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:49:59,968 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:49:59,968 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:49:59,968 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:49:59,968 DEBUG: Start: Classification
+2016-08-30 17:50:01,429 DEBUG: Info: Time for Classification: 1.46202206612[s]
+2016-08-30 17:50:01,430 DEBUG: Done: Classification
+2016-08-30 17:50:01,432 DEBUG: Start: Statistic Results
+2016-08-30 17:50:01,432 INFO: Accuracy :0.0555555555556
+2016-08-30 17:50:01,433 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:01,433 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:50:01,434 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:01,434 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:50:01,434 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:50:01,434 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:01,434 DEBUG: Start: Classification
+2016-08-30 17:50:02,675 DEBUG: Info: Time for Classification: 1.24181294441[s]
+2016-08-30 17:50:02,675 DEBUG: Done: Classification
+2016-08-30 17:50:02,677 DEBUG: Start: Statistic Results
+2016-08-30 17:50:02,677 INFO: Accuracy :0.1
+2016-08-30 17:50:02,678 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:02,678 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:50:02,678 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:02,679 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:50:02,679 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:50:02,679 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:02,679 DEBUG: Start: Classification
+2016-08-30 17:50:03,510 DEBUG: Info: Time for Classification: 0.831603050232[s]
+2016-08-30 17:50:03,510 DEBUG: Done: Classification
+2016-08-30 17:50:03,512 DEBUG: Start: Statistic Results
+2016-08-30 17:50:03,512 INFO: Accuracy :0.0777777777778
+2016-08-30 17:50:03,513 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:03,513 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:50:03,513 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:03,513 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:50:03,513 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:50:03,513 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:03,514 DEBUG: Start: Classification
+2016-08-30 17:50:04,130 DEBUG: Info: Time for Classification: 0.616772174835[s]
+2016-08-30 17:50:04,130 DEBUG: Done: Classification
+2016-08-30 17:50:04,133 DEBUG: Start: Statistic Results
+2016-08-30 17:50:04,133 INFO: Accuracy :0.122222222222
+2016-08-30 17:50:04,135 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:04,135 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:50:04,135 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:04,135 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:50:04,135 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:50:04,135 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:04,135 DEBUG: Start: Classification
+2016-08-30 17:50:10,613 DEBUG: Info: Time for Classification: 6.47894406319[s]
+2016-08-30 17:50:10,614 DEBUG: Done: Classification
+2016-08-30 17:50:10,615 DEBUG: Start: Statistic Results
+2016-08-30 17:50:10,616 INFO: Accuracy :0.0777777777778
+2016-08-30 17:50:10,617 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:10,617 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:50:10,617 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:10,617 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:50:10,617 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:50:10,617 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:10,617 DEBUG: Start: Classification
+2016-08-30 17:50:11,935 DEBUG: Info: Time for Classification: 1.31808495522[s]
+2016-08-30 17:50:11,935 DEBUG: Done: Classification
+2016-08-30 17:50:11,936 DEBUG: Start: Statistic Results
+2016-08-30 17:50:11,936 INFO: Accuracy :0.0555555555556
+2016-08-30 17:50:11,937 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:11,938 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:50:11,938 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:11,938 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:50:11,938 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:50:11,938 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:11,938 DEBUG: Start: Classification
+2016-08-30 17:50:15,433 DEBUG: Info: Time for Classification: 3.49516296387[s]
+2016-08-30 17:50:15,433 DEBUG: Done: Classification
+2016-08-30 17:50:15,435 DEBUG: Start: Statistic Results
+2016-08-30 17:50:15,435 INFO: Accuracy :0.0666666666667
+2016-08-30 17:50:15,436 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:15,436 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMPoly
+2016-08-30 17:50:15,436 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:15,436 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:50:15,437 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:50:15,437 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:15,437 DEBUG: Start: Classification
+2016-08-30 17:50:17,089 DEBUG: Info: Time for Classification: 1.65334892273[s]
+2016-08-30 17:50:17,090 DEBUG: Done: Classification
+2016-08-30 17:50:17,092 DEBUG: Start: Statistic Results
+2016-08-30 17:50:17,092 INFO: Accuracy :0.0333333333333
+2016-08-30 17:50:17,093 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:17,093 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMRBF
+2016-08-30 17:50:17,093 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:17,093 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:50:17,093 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:50:17,094 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:17,094 DEBUG: Start: Classification
+2016-08-30 17:50:18,637 DEBUG: Info: Time for Classification: 1.54398703575[s]
+2016-08-30 17:50:18,637 DEBUG: Done: Classification
+2016-08-30 17:50:18,640 DEBUG: Start: Statistic Results
+2016-08-30 17:50:18,640 INFO: Accuracy :0.0555555555556
+2016-08-30 17:50:18,641 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:18,641 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:50:18,641 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:18,641 DEBUG: Info: Shape X_train:(210, 18), Length of y_train:210
+2016-08-30 17:50:18,642 DEBUG: Info: Shape X_test:(90, 18), Length of y_test:90
+2016-08-30 17:50:18,642 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:18,642 DEBUG: Start: Classification
+2016-08-30 17:50:19,832 DEBUG: Info: Time for Classification: 1.19086408615[s]
+2016-08-30 17:50:19,832 DEBUG: Done: Classification
+2016-08-30 17:50:19,833 DEBUG: Start: Statistic Results
+2016-08-30 17:50:19,834 INFO: Accuracy :0.0888888888889
+2016-08-30 17:50:19,835 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:19,835 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:50:19,835 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:19,835 DEBUG: Info: Shape X_train:(210, 18), Length of y_train:210
+2016-08-30 17:50:19,835 DEBUG: Info: Shape X_test:(90, 18), Length of y_test:90
+2016-08-30 17:50:19,835 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:19,836 DEBUG: Start: Classification
+2016-08-30 17:50:20,620 DEBUG: Info: Time for Classification: 0.784987926483[s]
+2016-08-30 17:50:20,620 DEBUG: Done: Classification
+2016-08-30 17:50:20,621 DEBUG: Start: Statistic Results
+2016-08-30 17:50:20,622 INFO: Accuracy :0.0555555555556
+2016-08-30 17:50:20,622 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:20,623 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:50:20,623 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:20,623 DEBUG: Info: Shape X_train:(210, 18), Length of y_train:210
+2016-08-30 17:50:20,623 DEBUG: Info: Shape X_test:(90, 18), Length of y_test:90
+2016-08-30 17:50:20,623 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:20,623 DEBUG: Start: Classification
+2016-08-30 17:50:21,235 DEBUG: Info: Time for Classification: 0.612812995911[s]
+2016-08-30 17:50:21,236 DEBUG: Done: Classification
+2016-08-30 17:50:21,238 DEBUG: Start: Statistic Results
+2016-08-30 17:50:21,238 INFO: Accuracy :0.0777777777778
+2016-08-30 17:50:21,239 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:21,239 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:50:21,239 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:21,240 DEBUG: Info: Shape X_train:(210, 18), Length of y_train:210
+2016-08-30 17:50:21,240 DEBUG: Info: Shape X_test:(90, 18), Length of y_test:90
+2016-08-30 17:50:21,240 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:21,240 DEBUG: Start: Classification
+2016-08-30 17:50:28,331 DEBUG: Info: Time for Classification: 7.09207105637[s]
+2016-08-30 17:50:28,331 DEBUG: Done: Classification
+2016-08-30 17:50:28,333 DEBUG: Start: Statistic Results
+2016-08-30 17:50:28,334 INFO: Accuracy :0.0333333333333
+2016-08-30 17:50:28,335 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:28,335 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:50:28,335 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:28,335 DEBUG: Info: Shape X_train:(210, 18), Length of y_train:210
+2016-08-30 17:50:28,335 DEBUG: Info: Shape X_test:(90, 18), Length of y_test:90
+2016-08-30 17:50:28,336 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:28,336 DEBUG: Start: Classification
+2016-08-30 17:50:29,594 DEBUG: Info: Time for Classification: 1.25897121429[s]
+2016-08-30 17:50:29,594 DEBUG: Done: Classification
+2016-08-30 17:50:29,595 DEBUG: Start: Statistic Results
+2016-08-30 17:50:29,596 INFO: Accuracy :0.0555555555556
+2016-08-30 17:50:29,597 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:29,597 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:50:29,597 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:29,597 DEBUG: Info: Shape X_train:(210, 18), Length of y_train:210
+2016-08-30 17:50:29,597 DEBUG: Info: Shape X_test:(90, 18), Length of y_test:90
+2016-08-30 17:50:29,597 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:29,597 DEBUG: Start: Classification
+2016-08-30 17:50:33,863 DEBUG: Info: Time for Classification: 4.2659778595[s]
+2016-08-30 17:50:33,863 DEBUG: Done: Classification
+2016-08-30 17:50:33,865 DEBUG: Start: Statistic Results
+2016-08-30 17:50:33,865 INFO: Accuracy :0.144444444444
+2016-08-30 17:50:33,866 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:33,866 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMPoly
+2016-08-30 17:50:33,866 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:33,867 DEBUG: Info: Shape X_train:(210, 18), Length of y_train:210
+2016-08-30 17:50:33,867 DEBUG: Info: Shape X_test:(90, 18), Length of y_test:90
+2016-08-30 17:50:33,867 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:33,867 DEBUG: Start: Classification
+2016-08-30 17:50:35,432 DEBUG: Info: Time for Classification: 1.56614279747[s]
+2016-08-30 17:50:35,432 DEBUG: Done: Classification
+2016-08-30 17:50:35,434 DEBUG: Start: Statistic Results
+2016-08-30 17:50:35,435 INFO: Accuracy :0.122222222222
+2016-08-30 17:50:35,436 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:35,436 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMRBF
+2016-08-30 17:50:35,436 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:35,436 DEBUG: Info: Shape X_train:(210, 18), Length of y_train:210
+2016-08-30 17:50:35,436 DEBUG: Info: Shape X_test:(90, 18), Length of y_test:90
+2016-08-30 17:50:35,436 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:35,436 DEBUG: Start: Classification
+2016-08-30 17:50:36,920 DEBUG: Info: Time for Classification: 1.48462200165[s]
+2016-08-30 17:50:36,921 DEBUG: Done: Classification
+2016-08-30 17:50:36,923 DEBUG: Start: Statistic Results
+2016-08-30 17:50:36,923 INFO: Accuracy :0.0777777777778
+2016-08-30 17:50:36,924 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:36,924 DEBUG: ### Classification - Database:Fake Feature:View4 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:50:36,925 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:36,925 DEBUG: Info: Shape X_train:(210, 15), Length of y_train:210
+2016-08-30 17:50:36,925 DEBUG: Info: Shape X_test:(90, 15), Length of y_test:90
+2016-08-30 17:50:36,925 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:36,925 DEBUG: Start: Classification
+2016-08-30 17:50:38,095 DEBUG: Info: Time for Classification: 1.17064189911[s]
+2016-08-30 17:50:38,095 DEBUG: Done: Classification
+2016-08-30 17:50:38,097 DEBUG: Start: Statistic Results
+2016-08-30 17:50:38,097 INFO: Accuracy :0.0333333333333
+2016-08-30 17:50:38,098 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:38,098 DEBUG: ### Classification - Database:Fake Feature:View4 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:50:38,098 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:38,098 DEBUG: Info: Shape X_train:(210, 15), Length of y_train:210
+2016-08-30 17:50:38,098 DEBUG: Info: Shape X_test:(90, 15), Length of y_test:90
+2016-08-30 17:50:38,098 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:38,099 DEBUG: Start: Classification
+2016-08-30 17:50:38,814 DEBUG: Info: Time for Classification: 0.715914011002[s]
+2016-08-30 17:50:38,814 DEBUG: Done: Classification
+2016-08-30 17:50:38,815 DEBUG: Start: Statistic Results
+2016-08-30 17:50:38,816 INFO: Accuracy :0.0555555555556
+2016-08-30 17:50:38,817 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:38,817 DEBUG: ### Classification - Database:Fake Feature:View4 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:50:38,817 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:38,817 DEBUG: Info: Shape X_train:(210, 15), Length of y_train:210
+2016-08-30 17:50:38,817 DEBUG: Info: Shape X_test:(90, 15), Length of y_test:90
+2016-08-30 17:50:38,817 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:38,817 DEBUG: Start: Classification
+2016-08-30 17:50:39,428 DEBUG: Info: Time for Classification: 0.610948085785[s]
+2016-08-30 17:50:39,428 DEBUG: Done: Classification
+2016-08-30 17:50:39,431 DEBUG: Start: Statistic Results
+2016-08-30 17:50:39,431 INFO: Accuracy :0.0444444444444
+2016-08-30 17:50:39,432 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:39,433 DEBUG: ### Classification - Database:Fake Feature:View4 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:50:39,433 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:39,433 DEBUG: Info: Shape X_train:(210, 15), Length of y_train:210
+2016-08-30 17:50:39,433 DEBUG: Info: Shape X_test:(90, 15), Length of y_test:90
+2016-08-30 17:50:39,433 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:39,433 DEBUG: Start: Classification
+2016-08-30 17:50:45,901 DEBUG: Info: Time for Classification: 6.46852207184[s]
+2016-08-30 17:50:45,901 DEBUG: Done: Classification
+2016-08-30 17:50:45,903 DEBUG: Start: Statistic Results
+2016-08-30 17:50:45,903 INFO: Accuracy :0.0777777777778
+2016-08-30 17:50:45,904 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:45,904 DEBUG: ### Classification - Database:Fake Feature:View4 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:50:45,904 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:45,904 DEBUG: Info: Shape X_train:(210, 15), Length of y_train:210
+2016-08-30 17:50:45,905 DEBUG: Info: Shape X_test:(90, 15), Length of y_test:90
+2016-08-30 17:50:45,905 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:45,905 DEBUG: Start: Classification
+2016-08-30 17:50:47,145 DEBUG: Info: Time for Classification: 1.24090409279[s]
+2016-08-30 17:50:47,145 DEBUG: Done: Classification
+2016-08-30 17:50:47,146 DEBUG: Start: Statistic Results
+2016-08-30 17:50:47,147 INFO: Accuracy :0.0444444444444
+2016-08-30 17:50:47,148 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:47,148 DEBUG: ### Classification - Database:Fake Feature:View4 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:50:47,148 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:47,148 DEBUG: Info: Shape X_train:(210, 15), Length of y_train:210
+2016-08-30 17:50:47,148 DEBUG: Info: Shape X_test:(90, 15), Length of y_test:90
+2016-08-30 17:50:47,148 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:47,148 DEBUG: Start: Classification
+2016-08-30 17:50:52,082 DEBUG: Info: Time for Classification: 4.93415617943[s]
+2016-08-30 17:50:52,082 DEBUG: Done: Classification
+2016-08-30 17:50:52,084 DEBUG: Start: Statistic Results
+2016-08-30 17:50:52,084 INFO: Accuracy :0.0555555555556
+2016-08-30 17:50:52,085 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:52,085 DEBUG: ### Classification - Database:Fake Feature:View4 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMPoly
+2016-08-30 17:50:52,085 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:52,086 DEBUG: Info: Shape X_train:(210, 15), Length of y_train:210
+2016-08-30 17:50:52,086 DEBUG: Info: Shape X_test:(90, 15), Length of y_test:90
+2016-08-30 17:50:52,086 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:52,086 DEBUG: Start: Classification
+2016-08-30 17:50:53,841 DEBUG: Info: Time for Classification: 1.75583696365[s]
+2016-08-30 17:50:53,841 DEBUG: Done: Classification
+2016-08-30 17:50:53,843 DEBUG: Start: Statistic Results
+2016-08-30 17:50:53,843 INFO: Accuracy :0.0777777777778
+2016-08-30 17:50:53,844 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:53,845 DEBUG: ### Classification - Database:Fake Feature:View4 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMRBF
+2016-08-30 17:50:53,845 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:53,845 DEBUG: Info: Shape X_train:(210, 15), Length of y_train:210
+2016-08-30 17:50:53,845 DEBUG: Info: Shape X_test:(90, 15), Length of y_test:90
+2016-08-30 17:50:53,845 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:53,845 DEBUG: Start: Classification
+2016-08-30 17:50:55,284 DEBUG: Info: Time for Classification: 1.43910288811[s]
+2016-08-30 17:50:55,284 DEBUG: Done: Classification
+2016-08-30 17:50:55,286 DEBUG: Start: Statistic Results
+2016-08-30 17:50:55,286 INFO: Accuracy :0.1
+2016-08-30 17:50:55,288 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:55,288 DEBUG: ### Classification - Database:Fake Feature:View5 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:50:55,288 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:55,288 DEBUG: Info: Shape X_train:(210, 12), Length of y_train:210
+2016-08-30 17:50:55,288 DEBUG: Info: Shape X_test:(90, 12), Length of y_test:90
+2016-08-30 17:50:55,288 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:55,288 DEBUG: Start: Classification
+2016-08-30 17:50:56,348 DEBUG: Info: Time for Classification: 1.0602710247[s]
+2016-08-30 17:50:56,348 DEBUG: Done: Classification
+2016-08-30 17:50:56,349 DEBUG: Start: Statistic Results
+2016-08-30 17:50:56,350 INFO: Accuracy :0.0666666666667
+2016-08-30 17:50:56,351 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:56,351 DEBUG: ### Classification - Database:Fake Feature:View5 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:50:56,351 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:56,351 DEBUG: Info: Shape X_train:(210, 12), Length of y_train:210
+2016-08-30 17:50:56,351 DEBUG: Info: Shape X_test:(90, 12), Length of y_test:90
+2016-08-30 17:50:56,351 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:56,351 DEBUG: Start: Classification
+2016-08-30 17:50:57,039 DEBUG: Info: Time for Classification: 0.688349962234[s]
+2016-08-30 17:50:57,039 DEBUG: Done: Classification
+2016-08-30 17:50:57,040 DEBUG: Start: Statistic Results
+2016-08-30 17:50:57,041 INFO: Accuracy :0.0666666666667
+2016-08-30 17:50:57,042 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:57,042 DEBUG: ### Classification - Database:Fake Feature:View5 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:50:57,042 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:57,042 DEBUG: Info: Shape X_train:(210, 12), Length of y_train:210
+2016-08-30 17:50:57,042 DEBUG: Info: Shape X_test:(90, 12), Length of y_test:90
+2016-08-30 17:50:57,042 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:57,042 DEBUG: Start: Classification
+2016-08-30 17:50:57,644 DEBUG: Info: Time for Classification: 0.602197885513[s]
+2016-08-30 17:50:57,644 DEBUG: Done: Classification
+2016-08-30 17:50:57,647 DEBUG: Start: Statistic Results
+2016-08-30 17:50:57,648 INFO: Accuracy :0.0555555555556
+2016-08-30 17:50:57,649 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:50:57,649 DEBUG: ### Classification - Database:Fake Feature:View5 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:50:57,649 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:50:57,649 DEBUG: Info: Shape X_train:(210, 12), Length of y_train:210
+2016-08-30 17:50:57,649 DEBUG: Info: Shape X_test:(90, 12), Length of y_test:90
+2016-08-30 17:50:57,649 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:50:57,649 DEBUG: Start: Classification
+2016-08-30 17:51:02,930 DEBUG: Info: Time for Classification: 5.28180098534[s]
+2016-08-30 17:51:02,931 DEBUG: Done: Classification
+2016-08-30 17:51:02,933 DEBUG: Start: Statistic Results
+2016-08-30 17:51:02,933 INFO: Accuracy :0.0888888888889
+2016-08-30 17:51:02,934 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:02,934 DEBUG: ### Classification - Database:Fake Feature:View5 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:51:02,934 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:02,935 DEBUG: Info: Shape X_train:(210, 12), Length of y_train:210
+2016-08-30 17:51:02,935 DEBUG: Info: Shape X_test:(90, 12), Length of y_test:90
+2016-08-30 17:51:02,935 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:02,935 DEBUG: Start: Classification
+2016-08-30 17:51:04,147 DEBUG: Info: Time for Classification: 1.21229791641[s]
+2016-08-30 17:51:04,147 DEBUG: Done: Classification
+2016-08-30 17:51:04,148 DEBUG: Start: Statistic Results
+2016-08-30 17:51:04,148 INFO: Accuracy :0.144444444444
+2016-08-30 17:51:04,149 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:04,149 DEBUG: ### Classification - Database:Fake Feature:View5 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:51:04,150 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:04,150 DEBUG: Info: Shape X_train:(210, 12), Length of y_train:210
+2016-08-30 17:51:04,150 DEBUG: Info: Shape X_test:(90, 12), Length of y_test:90
+2016-08-30 17:51:04,150 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:04,150 DEBUG: Start: Classification
+2016-08-30 17:51:09,742 DEBUG: Info: Time for Classification: 5.59219312668[s]
+2016-08-30 17:51:09,742 DEBUG: Done: Classification
+2016-08-30 17:51:09,744 DEBUG: Start: Statistic Results
+2016-08-30 17:51:09,744 INFO: Accuracy :0.111111111111
+2016-08-30 17:51:09,745 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:09,745 DEBUG: ### Classification - Database:Fake Feature:View5 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMPoly
+2016-08-30 17:51:09,745 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:09,745 DEBUG: Info: Shape X_train:(210, 12), Length of y_train:210
+2016-08-30 17:51:09,745 DEBUG: Info: Shape X_test:(90, 12), Length of y_test:90
+2016-08-30 17:51:09,746 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:09,746 DEBUG: Start: Classification
+2016-08-30 17:51:11,154 DEBUG: Info: Time for Classification: 1.40862298012[s]
+2016-08-30 17:51:11,154 DEBUG: Done: Classification
+2016-08-30 17:51:11,156 DEBUG: Start: Statistic Results
+2016-08-30 17:51:11,156 INFO: Accuracy :0.133333333333
+2016-08-30 17:51:11,157 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:11,157 DEBUG: ### Classification - Database:Fake Feature:View5 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMRBF
+2016-08-30 17:51:11,157 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:11,157 DEBUG: Info: Shape X_train:(210, 12), Length of y_train:210
+2016-08-30 17:51:11,158 DEBUG: Info: Shape X_test:(90, 12), Length of y_test:90
+2016-08-30 17:51:11,158 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:11,158 DEBUG: Start: Classification
+2016-08-30 17:51:12,569 DEBUG: Info: Time for Classification: 1.41148209572[s]
+2016-08-30 17:51:12,569 DEBUG: Done: Classification
+2016-08-30 17:51:12,571 DEBUG: Start: Statistic Results
+2016-08-30 17:51:12,571 INFO: Accuracy :0.0666666666667
+2016-08-30 17:51:12,573 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:12,573 DEBUG: ### Classification - Database:Fake Feature:View6 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:51:12,573 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:12,573 DEBUG: Info: Shape X_train:(210, 10), Length of y_train:210
+2016-08-30 17:51:12,573 DEBUG: Info: Shape X_test:(90, 10), Length of y_test:90
+2016-08-30 17:51:12,573 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:12,573 DEBUG: Start: Classification
+2016-08-30 17:51:13,602 DEBUG: Info: Time for Classification: 1.02968478203[s]
+2016-08-30 17:51:13,603 DEBUG: Done: Classification
+2016-08-30 17:51:13,604 DEBUG: Start: Statistic Results
+2016-08-30 17:51:13,604 INFO: Accuracy :0.0666666666667
+2016-08-30 17:51:13,605 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:13,605 DEBUG: ### Classification - Database:Fake Feature:View6 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:51:13,605 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:13,606 DEBUG: Info: Shape X_train:(210, 10), Length of y_train:210
+2016-08-30 17:51:13,606 DEBUG: Info: Shape X_test:(90, 10), Length of y_test:90
+2016-08-30 17:51:13,606 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:13,606 DEBUG: Start: Classification
+2016-08-30 17:51:14,274 DEBUG: Info: Time for Classification: 0.668747901917[s]
+2016-08-30 17:51:14,274 DEBUG: Done: Classification
+2016-08-30 17:51:14,275 DEBUG: Start: Statistic Results
+2016-08-30 17:51:14,276 INFO: Accuracy :0.0888888888889
+2016-08-30 17:51:14,277 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:14,277 DEBUG: ### Classification - Database:Fake Feature:View6 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:51:14,277 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:14,277 DEBUG: Info: Shape X_train:(210, 10), Length of y_train:210
+2016-08-30 17:51:14,277 DEBUG: Info: Shape X_test:(90, 10), Length of y_test:90
+2016-08-30 17:51:14,277 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:14,277 DEBUG: Start: Classification
+2016-08-30 17:51:14,871 DEBUG: Info: Time for Classification: 0.594321012497[s]
+2016-08-30 17:51:14,871 DEBUG: Done: Classification
+2016-08-30 17:51:14,873 DEBUG: Start: Statistic Results
+2016-08-30 17:51:14,874 INFO: Accuracy :0.0777777777778
+2016-08-30 17:51:14,875 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:14,875 DEBUG: ### Classification - Database:Fake Feature:View6 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:51:14,875 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:14,875 DEBUG: Info: Shape X_train:(210, 10), Length of y_train:210
+2016-08-30 17:51:14,875 DEBUG: Info: Shape X_test:(90, 10), Length of y_test:90
+2016-08-30 17:51:14,875 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:14,875 DEBUG: Start: Classification
+2016-08-30 17:51:21,557 DEBUG: Info: Time for Classification: 6.68256592751[s]
+2016-08-30 17:51:21,557 DEBUG: Done: Classification
+2016-08-30 17:51:21,561 DEBUG: Start: Statistic Results
+2016-08-30 17:51:21,562 INFO: Accuracy :0.0444444444444
+2016-08-30 17:51:21,563 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:21,563 DEBUG: ### Classification - Database:Fake Feature:View6 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:51:21,563 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:21,563 DEBUG: Info: Shape X_train:(210, 10), Length of y_train:210
+2016-08-30 17:51:21,563 DEBUG: Info: Shape X_test:(90, 10), Length of y_test:90
+2016-08-30 17:51:21,563 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:21,563 DEBUG: Start: Classification
+2016-08-30 17:51:22,768 DEBUG: Info: Time for Classification: 1.2055990696[s]
+2016-08-30 17:51:22,768 DEBUG: Done: Classification
+2016-08-30 17:51:22,770 DEBUG: Start: Statistic Results
+2016-08-30 17:51:22,770 INFO: Accuracy :0.0888888888889
+2016-08-30 17:51:22,771 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:22,771 DEBUG: ### Classification - Database:Fake Feature:View6 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:51:22,771 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:22,771 DEBUG: Info: Shape X_train:(210, 10), Length of y_train:210
+2016-08-30 17:51:22,771 DEBUG: Info: Shape X_test:(90, 10), Length of y_test:90
+2016-08-30 17:51:22,772 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:22,772 DEBUG: Start: Classification
+2016-08-30 17:51:28,380 DEBUG: Info: Time for Classification: 5.6091439724[s]
+2016-08-30 17:51:28,380 DEBUG: Done: Classification
+2016-08-30 17:51:28,382 DEBUG: Start: Statistic Results
+2016-08-30 17:51:28,382 INFO: Accuracy :0.144444444444
+2016-08-30 17:51:28,383 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:28,384 DEBUG: ### Classification - Database:Fake Feature:View6 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMPoly
+2016-08-30 17:51:28,384 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:28,384 DEBUG: Info: Shape X_train:(210, 10), Length of y_train:210
+2016-08-30 17:51:28,384 DEBUG: Info: Shape X_test:(90, 10), Length of y_test:90
+2016-08-30 17:51:28,384 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:28,384 DEBUG: Start: Classification
+2016-08-30 17:51:29,824 DEBUG: Info: Time for Classification: 1.44074702263[s]
+2016-08-30 17:51:29,824 DEBUG: Done: Classification
+2016-08-30 17:51:29,826 DEBUG: Start: Statistic Results
+2016-08-30 17:51:29,827 INFO: Accuracy :0.0888888888889
+2016-08-30 17:51:29,828 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:29,828 DEBUG: ### Classification - Database:Fake Feature:View6 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMRBF
+2016-08-30 17:51:29,828 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:29,828 DEBUG: Info: Shape X_train:(210, 10), Length of y_train:210
+2016-08-30 17:51:29,828 DEBUG: Info: Shape X_test:(90, 10), Length of y_test:90
+2016-08-30 17:51:29,828 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:29,828 DEBUG: Start: Classification
+2016-08-30 17:51:31,195 DEBUG: Info: Time for Classification: 1.36721491814[s]
+2016-08-30 17:51:31,195 DEBUG: Done: Classification
+2016-08-30 17:51:31,197 DEBUG: Start: Statistic Results
+2016-08-30 17:51:31,198 INFO: Accuracy :0.0777777777778
+2016-08-30 17:51:31,199 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:31,199 DEBUG: ### Classification - Database:Fake Feature:View7 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:51:31,199 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:31,199 DEBUG: Info: Shape X_train:(210, 13), Length of y_train:210
+2016-08-30 17:51:31,199 DEBUG: Info: Shape X_test:(90, 13), Length of y_test:90
+2016-08-30 17:51:31,199 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:31,199 DEBUG: Start: Classification
+2016-08-30 17:51:32,288 DEBUG: Info: Time for Classification: 1.08883786201[s]
+2016-08-30 17:51:32,288 DEBUG: Done: Classification
+2016-08-30 17:51:32,289 DEBUG: Start: Statistic Results
+2016-08-30 17:51:32,289 INFO: Accuracy :0.0555555555556
+2016-08-30 17:51:32,290 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:32,291 DEBUG: ### Classification - Database:Fake Feature:View7 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:51:32,291 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:32,291 DEBUG: Info: Shape X_train:(210, 13), Length of y_train:210
+2016-08-30 17:51:32,291 DEBUG: Info: Shape X_test:(90, 13), Length of y_test:90
+2016-08-30 17:51:32,291 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:32,291 DEBUG: Start: Classification
+2016-08-30 17:51:32,976 DEBUG: Info: Time for Classification: 0.685235977173[s]
+2016-08-30 17:51:32,976 DEBUG: Done: Classification
+2016-08-30 17:51:32,977 DEBUG: Start: Statistic Results
+2016-08-30 17:51:32,977 INFO: Accuracy :0.0777777777778
+2016-08-30 17:51:32,978 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:32,979 DEBUG: ### Classification - Database:Fake Feature:View7 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:51:32,979 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:32,979 DEBUG: Info: Shape X_train:(210, 13), Length of y_train:210
+2016-08-30 17:51:32,979 DEBUG: Info: Shape X_test:(90, 13), Length of y_test:90
+2016-08-30 17:51:32,979 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:32,979 DEBUG: Start: Classification
+2016-08-30 17:51:33,581 DEBUG: Info: Time for Classification: 0.602411985397[s]
+2016-08-30 17:51:33,581 DEBUG: Done: Classification
+2016-08-30 17:51:33,584 DEBUG: Start: Statistic Results
+2016-08-30 17:51:33,585 INFO: Accuracy :0.0888888888889
+2016-08-30 17:51:33,586 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:33,586 DEBUG: ### Classification - Database:Fake Feature:View7 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:51:33,586 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:33,586 DEBUG: Info: Shape X_train:(210, 13), Length of y_train:210
+2016-08-30 17:51:33,586 DEBUG: Info: Shape X_test:(90, 13), Length of y_test:90
+2016-08-30 17:51:33,586 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:33,586 DEBUG: Start: Classification
+2016-08-30 17:51:41,290 DEBUG: Info: Time for Classification: 7.70460915565[s]
+2016-08-30 17:51:41,290 DEBUG: Done: Classification
+2016-08-30 17:51:41,294 DEBUG: Start: Statistic Results
+2016-08-30 17:51:41,294 INFO: Accuracy :0.1
+2016-08-30 17:51:41,295 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:41,295 DEBUG: ### Classification - Database:Fake Feature:View7 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:51:41,295 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:41,296 DEBUG: Info: Shape X_train:(210, 13), Length of y_train:210
+2016-08-30 17:51:41,296 DEBUG: Info: Shape X_test:(90, 13), Length of y_test:90
+2016-08-30 17:51:41,296 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:41,296 DEBUG: Start: Classification
+2016-08-30 17:51:42,607 DEBUG: Info: Time for Classification: 1.31203889847[s]
+2016-08-30 17:51:42,607 DEBUG: Done: Classification
+2016-08-30 17:51:42,609 DEBUG: Start: Statistic Results
+2016-08-30 17:51:42,609 INFO: Accuracy :0.0888888888889
+2016-08-30 17:51:42,610 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:42,610 DEBUG: ### Classification - Database:Fake Feature:View7 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:51:42,610 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:42,611 DEBUG: Info: Shape X_train:(210, 13), Length of y_train:210
+2016-08-30 17:51:42,611 DEBUG: Info: Shape X_test:(90, 13), Length of y_test:90
+2016-08-30 17:51:42,611 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:42,611 DEBUG: Start: Classification
+2016-08-30 17:51:47,693 DEBUG: Info: Time for Classification: 5.08244395256[s]
+2016-08-30 17:51:47,693 DEBUG: Done: Classification
+2016-08-30 17:51:47,695 DEBUG: Start: Statistic Results
+2016-08-30 17:51:47,695 INFO: Accuracy :0.0444444444444
+2016-08-30 17:51:47,697 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:47,697 DEBUG: ### Classification - Database:Fake Feature:View7 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMPoly
+2016-08-30 17:51:47,697 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:47,697 DEBUG: Info: Shape X_train:(210, 13), Length of y_train:210
+2016-08-30 17:51:47,697 DEBUG: Info: Shape X_test:(90, 13), Length of y_test:90
+2016-08-30 17:51:47,697 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:47,697 DEBUG: Start: Classification
+2016-08-30 17:51:49,378 DEBUG: Info: Time for Classification: 1.68096709251[s]
+2016-08-30 17:51:49,378 DEBUG: Done: Classification
+2016-08-30 17:51:49,380 DEBUG: Start: Statistic Results
+2016-08-30 17:51:49,380 INFO: Accuracy :0.0888888888889
+2016-08-30 17:51:49,381 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:49,381 DEBUG: ### Classification - Database:Fake Feature:View7 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMRBF
+2016-08-30 17:51:49,381 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:49,382 DEBUG: Info: Shape X_train:(210, 13), Length of y_train:210
+2016-08-30 17:51:49,382 DEBUG: Info: Shape X_test:(90, 13), Length of y_test:90
+2016-08-30 17:51:49,382 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:49,382 DEBUG: Start: Classification
+2016-08-30 17:51:50,832 DEBUG: Info: Time for Classification: 1.45047497749[s]
+2016-08-30 17:51:50,832 DEBUG: Done: Classification
+2016-08-30 17:51:50,834 DEBUG: Start: Statistic Results
+2016-08-30 17:51:50,834 INFO: Accuracy :0.111111111111
+2016-08-30 17:51:50,835 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:50,836 DEBUG: ### Classification - Database:Fake Feature:View8 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:51:50,836 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:50,836 DEBUG: Info: Shape X_train:(210, 5), Length of y_train:210
+2016-08-30 17:51:50,836 DEBUG: Info: Shape X_test:(90, 5), Length of y_test:90
+2016-08-30 17:51:50,836 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:50,836 DEBUG: Start: Classification
+2016-08-30 17:51:51,784 DEBUG: Info: Time for Classification: 0.948651790619[s]
+2016-08-30 17:51:51,784 DEBUG: Done: Classification
+2016-08-30 17:51:51,786 DEBUG: Start: Statistic Results
+2016-08-30 17:51:51,786 INFO: Accuracy :0.0666666666667
+2016-08-30 17:51:51,787 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:51,787 DEBUG: ### Classification - Database:Fake Feature:View8 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:51:51,787 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:51,787 DEBUG: Info: Shape X_train:(210, 5), Length of y_train:210
+2016-08-30 17:51:51,788 DEBUG: Info: Shape X_test:(90, 5), Length of y_test:90
+2016-08-30 17:51:51,788 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:51,788 DEBUG: Start: Classification
+2016-08-30 17:51:52,381 DEBUG: Info: Time for Classification: 0.593647003174[s]
+2016-08-30 17:51:52,381 DEBUG: Done: Classification
+2016-08-30 17:51:52,382 DEBUG: Start: Statistic Results
+2016-08-30 17:51:52,382 INFO: Accuracy :0.0666666666667
+2016-08-30 17:51:52,383 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:52,383 DEBUG: ### Classification - Database:Fake Feature:View8 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:51:52,384 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:52,384 DEBUG: Info: Shape X_train:(210, 5), Length of y_train:210
+2016-08-30 17:51:52,384 DEBUG: Info: Shape X_test:(90, 5), Length of y_test:90
+2016-08-30 17:51:52,384 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:52,384 DEBUG: Start: Classification
+2016-08-30 17:51:52,998 DEBUG: Info: Time for Classification: 0.614758014679[s]
+2016-08-30 17:51:52,998 DEBUG: Done: Classification
+2016-08-30 17:51:53,001 DEBUG: Start: Statistic Results
+2016-08-30 17:51:53,002 INFO: Accuracy :0.0888888888889
+2016-08-30 17:51:53,003 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:53,003 DEBUG: ### Classification - Database:Fake Feature:View8 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:51:53,003 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:53,003 DEBUG: Info: Shape X_train:(210, 5), Length of y_train:210
+2016-08-30 17:51:53,003 DEBUG: Info: Shape X_test:(90, 5), Length of y_test:90
+2016-08-30 17:51:53,003 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:53,003 DEBUG: Start: Classification
+2016-08-30 17:51:59,629 DEBUG: Info: Time for Classification: 6.62646508217[s]
+2016-08-30 17:51:59,629 DEBUG: Done: Classification
+2016-08-30 17:51:59,632 DEBUG: Start: Statistic Results
+2016-08-30 17:51:59,632 INFO: Accuracy :0.0666666666667
+2016-08-30 17:51:59,633 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:51:59,633 DEBUG: ### Classification - Database:Fake Feature:View8 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:51:59,633 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:51:59,633 DEBUG: Info: Shape X_train:(210, 5), Length of y_train:210
+2016-08-30 17:51:59,633 DEBUG: Info: Shape X_test:(90, 5), Length of y_test:90
+2016-08-30 17:51:59,634 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:51:59,634 DEBUG: Start: Classification
+2016-08-30 17:52:00,771 DEBUG: Info: Time for Classification: 1.13798594475[s]
+2016-08-30 17:52:00,771 DEBUG: Done: Classification
+2016-08-30 17:52:00,772 DEBUG: Start: Statistic Results
+2016-08-30 17:52:00,773 INFO: Accuracy :0.0666666666667
+2016-08-30 17:52:00,774 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:00,774 DEBUG: ### Classification - Database:Fake Feature:View8 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:52:00,774 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:00,774 DEBUG: Info: Shape X_train:(210, 5), Length of y_train:210
+2016-08-30 17:52:00,774 DEBUG: Info: Shape X_test:(90, 5), Length of y_test:90
+2016-08-30 17:52:00,774 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:00,774 DEBUG: Start: Classification
+2016-08-30 17:52:06,741 DEBUG: Info: Time for Classification: 5.9670548439[s]
+2016-08-30 17:52:06,741 DEBUG: Done: Classification
+2016-08-30 17:52:06,743 DEBUG: Start: Statistic Results
+2016-08-30 17:52:06,743 INFO: Accuracy :0.0666666666667
+2016-08-30 17:52:06,744 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:06,744 DEBUG: ### Classification - Database:Fake Feature:View8 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMPoly
+2016-08-30 17:52:06,744 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:06,745 DEBUG: Info: Shape X_train:(210, 5), Length of y_train:210
+2016-08-30 17:52:06,745 DEBUG: Info: Shape X_test:(90, 5), Length of y_test:90
+2016-08-30 17:52:06,745 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:06,745 DEBUG: Start: Classification
+2016-08-30 17:52:08,944 DEBUG: Info: Time for Classification: 2.20023298264[s]
+2016-08-30 17:52:08,945 DEBUG: Done: Classification
+2016-08-30 17:52:08,946 DEBUG: Start: Statistic Results
+2016-08-30 17:52:08,947 INFO: Accuracy :0.1
+2016-08-30 17:52:08,948 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:08,948 DEBUG: ### Classification - Database:Fake Feature:View8 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMRBF
+2016-08-30 17:52:08,948 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:08,948 DEBUG: Info: Shape X_train:(210, 5), Length of y_train:210
+2016-08-30 17:52:08,948 DEBUG: Info: Shape X_test:(90, 5), Length of y_test:90
+2016-08-30 17:52:08,948 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:08,949 DEBUG: Start: Classification
+2016-08-30 17:52:10,301 DEBUG: Info: Time for Classification: 1.35304808617[s]
+2016-08-30 17:52:10,301 DEBUG: Done: Classification
+2016-08-30 17:52:10,308 DEBUG: Start: Statistic Results
+2016-08-30 17:52:10,308 INFO: Accuracy :0.0666666666667
+2016-08-30 17:52:10,311 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:10,311 DEBUG: ### Classification - Database:Fake Feature:View9 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:52:10,311 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:10,311 DEBUG: Info: Shape X_train:(210, 15), Length of y_train:210
+2016-08-30 17:52:10,312 DEBUG: Info: Shape X_test:(90, 15), Length of y_test:90
+2016-08-30 17:52:10,312 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:10,312 DEBUG: Start: Classification
+2016-08-30 17:52:11,664 DEBUG: Info: Time for Classification: 1.35363411903[s]
+2016-08-30 17:52:11,664 DEBUG: Done: Classification
+2016-08-30 17:52:11,665 DEBUG: Start: Statistic Results
+2016-08-30 17:52:11,666 INFO: Accuracy :0.0333333333333
+2016-08-30 17:52:11,667 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:11,667 DEBUG: ### Classification - Database:Fake Feature:View9 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:52:11,667 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:11,667 DEBUG: Info: Shape X_train:(210, 15), Length of y_train:210
+2016-08-30 17:52:11,667 DEBUG: Info: Shape X_test:(90, 15), Length of y_test:90
+2016-08-30 17:52:11,668 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:11,668 DEBUG: Start: Classification
+2016-08-30 17:52:12,436 DEBUG: Info: Time for Classification: 0.769148111343[s]
+2016-08-30 17:52:12,436 DEBUG: Done: Classification
+2016-08-30 17:52:12,437 DEBUG: Start: Statistic Results
+2016-08-30 17:52:12,438 INFO: Accuracy :0.0222222222222
+2016-08-30 17:52:12,439 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:12,439 DEBUG: ### Classification - Database:Fake Feature:View9 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:52:12,439 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:12,439 DEBUG: Info: Shape X_train:(210, 15), Length of y_train:210
+2016-08-30 17:52:12,439 DEBUG: Info: Shape X_test:(90, 15), Length of y_test:90
+2016-08-30 17:52:12,439 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:12,439 DEBUG: Start: Classification
+2016-08-30 17:52:13,114 DEBUG: Info: Time for Classification: 0.675167798996[s]
+2016-08-30 17:52:13,114 DEBUG: Done: Classification
+2016-08-30 17:52:13,117 DEBUG: Start: Statistic Results
+2016-08-30 17:52:13,117 INFO: Accuracy :0.0666666666667
+2016-08-30 17:52:13,118 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:13,118 DEBUG: ### Classification - Database:Fake Feature:View9 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:52:13,118 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:13,118 DEBUG: Info: Shape X_train:(210, 15), Length of y_train:210
+2016-08-30 17:52:13,119 DEBUG: Info: Shape X_test:(90, 15), Length of y_test:90
+2016-08-30 17:52:13,119 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:13,119 DEBUG: Start: Classification
diff --git a/Code/MonoMutliViewClassifiers/Results/20160830-175215-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160830-175215-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..5abb4a25
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160830-175215-CMultiV-Benchmark-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,9477 @@
+2016-08-30 17:52:15,116 INFO: Start: Finding all available mono- & multiview algorithms
+2016-08-30 17:52:15,118 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:15,118 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:52:15,118 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:15,118 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:52:15,119 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:52:15,119 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:15,119 DEBUG: Start: Classification
+2016-08-30 17:52:16,324 DEBUG: Info: Time for Classification: 1.20567297935[s]
+2016-08-30 17:52:16,324 DEBUG: Done: Classification
+2016-08-30 17:52:16,326 DEBUG: Start: Statistic Results
+2016-08-30 17:52:16,326 INFO: Accuracy :0.0888888888889
+2016-08-30 17:52:16,327 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:16,327 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:52:16,327 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:16,327 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:52:16,327 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:52:16,328 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:16,328 DEBUG: Start: Classification
+2016-08-30 17:52:17,113 DEBUG: Info: Time for Classification: 0.78587603569[s]
+2016-08-30 17:52:17,113 DEBUG: Done: Classification
+2016-08-30 17:52:17,114 DEBUG: Start: Statistic Results
+2016-08-30 17:52:17,115 INFO: Accuracy :0.0666666666667
+2016-08-30 17:52:17,116 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:17,116 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:52:17,116 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:17,116 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:52:17,116 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:52:17,116 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:17,116 DEBUG: Start: Classification
+2016-08-30 17:52:17,726 DEBUG: Info: Time for Classification: 0.610716104507[s]
+2016-08-30 17:52:17,726 DEBUG: Done: Classification
+2016-08-30 17:52:17,729 DEBUG: Start: Statistic Results
+2016-08-30 17:52:17,730 INFO: Accuracy :0.0666666666667
+2016-08-30 17:52:17,731 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:17,731 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:52:17,731 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:17,731 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:52:17,731 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:52:17,731 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:17,732 DEBUG: Start: Classification
+2016-08-30 17:52:24,180 DEBUG: Info: Time for Classification: 6.44868612289[s]
+2016-08-30 17:52:24,180 DEBUG: Done: Classification
+2016-08-30 17:52:24,183 DEBUG: Start: Statistic Results
+2016-08-30 17:52:24,183 INFO: Accuracy :0.1
+2016-08-30 17:52:24,184 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:24,184 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:52:24,184 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:24,184 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:52:24,185 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:52:24,185 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:24,185 DEBUG: Start: Classification
+2016-08-30 17:52:25,494 DEBUG: Info: Time for Classification: 1.31040716171[s]
+2016-08-30 17:52:25,495 DEBUG: Done: Classification
+2016-08-30 17:52:25,496 DEBUG: Start: Statistic Results
+2016-08-30 17:52:25,496 INFO: Accuracy :0.133333333333
+2016-08-30 17:52:25,497 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:25,497 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:52:25,497 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:25,498 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:52:25,498 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:52:25,498 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:25,498 DEBUG: Start: Classification
+2016-08-30 17:52:29,171 DEBUG: Info: Time for Classification: 3.6736907959[s]
+2016-08-30 17:52:29,171 DEBUG: Done: Classification
+2016-08-30 17:52:29,173 DEBUG: Start: Statistic Results
+2016-08-30 17:52:29,173 INFO: Accuracy :0.1
+2016-08-30 17:52:29,174 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:29,175 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMPoly
+2016-08-30 17:52:29,175 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:29,175 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:52:29,175 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:52:29,175 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:29,175 DEBUG: Start: Classification
+2016-08-30 17:52:30,755 DEBUG: Info: Time for Classification: 1.58054304123[s]
+2016-08-30 17:52:30,755 DEBUG: Done: Classification
+2016-08-30 17:52:30,757 DEBUG: Start: Statistic Results
+2016-08-30 17:52:30,758 INFO: Accuracy :0.0555555555556
+2016-08-30 17:52:30,759 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:30,759 DEBUG: ### Classification - Database:Fake Feature:View0 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMRBF
+2016-08-30 17:52:30,759 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:30,759 DEBUG: Info: Shape X_train:(210, 20), Length of y_train:210
+2016-08-30 17:52:30,759 DEBUG: Info: Shape X_test:(90, 20), Length of y_test:90
+2016-08-30 17:52:30,759 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:30,759 DEBUG: Start: Classification
+2016-08-30 17:52:32,241 DEBUG: Info: Time for Classification: 1.48236107826[s]
+2016-08-30 17:52:32,241 DEBUG: Done: Classification
+2016-08-30 17:52:32,244 DEBUG: Start: Statistic Results
+2016-08-30 17:52:32,244 INFO: Accuracy :0.0777777777778
+2016-08-30 17:52:32,245 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:32,245 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:52:32,245 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:32,246 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:52:32,246 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:52:32,246 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:32,246 DEBUG: Start: Classification
+2016-08-30 17:52:33,433 DEBUG: Info: Time for Classification: 1.18808889389[s]
+2016-08-30 17:52:33,433 DEBUG: Done: Classification
+2016-08-30 17:52:33,435 DEBUG: Start: Statistic Results
+2016-08-30 17:52:33,435 INFO: Accuracy :0.0777777777778
+2016-08-30 17:52:33,436 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:33,436 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:52:33,436 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:33,437 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:52:33,437 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:52:33,437 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:33,437 DEBUG: Start: Classification
+2016-08-30 17:52:34,175 DEBUG: Info: Time for Classification: 0.738460063934[s]
+2016-08-30 17:52:34,175 DEBUG: Done: Classification
+2016-08-30 17:52:34,176 DEBUG: Start: Statistic Results
+2016-08-30 17:52:34,176 INFO: Accuracy :0.0777777777778
+2016-08-30 17:52:34,177 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:34,177 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:52:34,177 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:34,178 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:52:34,178 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:52:34,178 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:34,178 DEBUG: Start: Classification
+2016-08-30 17:52:34,776 DEBUG: Info: Time for Classification: 0.59827709198[s]
+2016-08-30 17:52:34,776 DEBUG: Done: Classification
+2016-08-30 17:52:34,779 DEBUG: Start: Statistic Results
+2016-08-30 17:52:34,779 INFO: Accuracy :0.0777777777778
+2016-08-30 17:52:34,780 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:34,780 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:52:34,780 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:34,780 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:52:34,781 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:52:34,781 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:34,781 DEBUG: Start: Classification
+2016-08-30 17:52:42,224 DEBUG: Info: Time for Classification: 7.44349002838[s]
+2016-08-30 17:52:42,224 DEBUG: Done: Classification
+2016-08-30 17:52:42,226 DEBUG: Start: Statistic Results
+2016-08-30 17:52:42,226 INFO: Accuracy :0.0555555555556
+2016-08-30 17:52:42,227 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:42,227 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:52:42,227 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:42,228 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:52:42,228 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:52:42,228 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:42,228 DEBUG: Start: Classification
+2016-08-30 17:52:43,430 DEBUG: Info: Time for Classification: 1.20295190811[s]
+2016-08-30 17:52:43,430 DEBUG: Done: Classification
+2016-08-30 17:52:43,432 DEBUG: Start: Statistic Results
+2016-08-30 17:52:43,432 INFO: Accuracy :0.0444444444444
+2016-08-30 17:52:43,433 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:43,433 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:52:43,433 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:43,433 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:52:43,433 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:52:43,433 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:43,434 DEBUG: Start: Classification
+2016-08-30 17:52:47,729 DEBUG: Info: Time for Classification: 4.29624199867[s]
+2016-08-30 17:52:47,729 DEBUG: Done: Classification
+2016-08-30 17:52:47,731 DEBUG: Start: Statistic Results
+2016-08-30 17:52:47,731 INFO: Accuracy :0.0555555555556
+2016-08-30 17:52:47,732 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:47,733 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMPoly
+2016-08-30 17:52:47,733 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:47,733 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:52:47,733 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:52:47,733 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:47,733 DEBUG: Start: Classification
+2016-08-30 17:52:49,483 DEBUG: Info: Time for Classification: 1.75093483925[s]
+2016-08-30 17:52:49,484 DEBUG: Done: Classification
+2016-08-30 17:52:49,485 DEBUG: Start: Statistic Results
+2016-08-30 17:52:49,486 INFO: Accuracy :0.0777777777778
+2016-08-30 17:52:49,487 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:49,487 DEBUG: ### Classification - Database:Fake Feature:View1 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMRBF
+2016-08-30 17:52:49,487 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:49,487 DEBUG: Info: Shape X_train:(210, 16), Length of y_train:210
+2016-08-30 17:52:49,487 DEBUG: Info: Shape X_test:(90, 16), Length of y_test:90
+2016-08-30 17:52:49,487 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:49,488 DEBUG: Start: Classification
+2016-08-30 17:52:50,980 DEBUG: Info: Time for Classification: 1.4932551384[s]
+2016-08-30 17:52:50,980 DEBUG: Done: Classification
+2016-08-30 17:52:50,983 DEBUG: Start: Statistic Results
+2016-08-30 17:52:50,983 INFO: Accuracy :0.0777777777778
+2016-08-30 17:52:50,984 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:50,984 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:52:50,984 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:50,985 DEBUG: Info: Shape X_train:(210, 19), Length of y_train:210
+2016-08-30 17:52:50,985 DEBUG: Info: Shape X_test:(90, 19), Length of y_test:90
+2016-08-30 17:52:50,985 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:50,985 DEBUG: Start: Classification
+2016-08-30 17:52:52,181 DEBUG: Info: Time for Classification: 1.19678902626[s]
+2016-08-30 17:52:52,181 DEBUG: Done: Classification
+2016-08-30 17:52:52,182 DEBUG: Start: Statistic Results
+2016-08-30 17:52:52,183 INFO: Accuracy :0.0888888888889
+2016-08-30 17:52:52,184 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:52,184 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:52:52,184 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:52,184 DEBUG: Info: Shape X_train:(210, 19), Length of y_train:210
+2016-08-30 17:52:52,184 DEBUG: Info: Shape X_test:(90, 19), Length of y_test:90
+2016-08-30 17:52:52,184 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:52,184 DEBUG: Start: Classification
+2016-08-30 17:52:53,009 DEBUG: Info: Time for Classification: 0.825353145599[s]
+2016-08-30 17:52:53,009 DEBUG: Done: Classification
+2016-08-30 17:52:53,010 DEBUG: Start: Statistic Results
+2016-08-30 17:52:53,011 INFO: Accuracy :0.1
+2016-08-30 17:52:53,012 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:53,012 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:52:53,012 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:53,012 DEBUG: Info: Shape X_train:(210, 19), Length of y_train:210
+2016-08-30 17:52:53,012 DEBUG: Info: Shape X_test:(90, 19), Length of y_test:90
+2016-08-30 17:52:53,012 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:53,012 DEBUG: Start: Classification
+2016-08-30 17:52:53,628 DEBUG: Info: Time for Classification: 0.616662979126[s]
+2016-08-30 17:52:53,629 DEBUG: Done: Classification
+2016-08-30 17:52:53,632 DEBUG: Start: Statistic Results
+2016-08-30 17:52:53,632 INFO: Accuracy :0.0777777777778
+2016-08-30 17:52:53,633 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:52:53,633 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:52:53,633 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:52:53,633 DEBUG: Info: Shape X_train:(210, 19), Length of y_train:210
+2016-08-30 17:52:53,633 DEBUG: Info: Shape X_test:(90, 19), Length of y_test:90
+2016-08-30 17:52:53,633 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:52:53,633 DEBUG: Start: Classification
+2016-08-30 17:53:00,974 DEBUG: Info: Time for Classification: 7.34109997749[s]
+2016-08-30 17:53:00,974 DEBUG: Done: Classification
+2016-08-30 17:53:00,976 DEBUG: Start: Statistic Results
+2016-08-30 17:53:00,976 INFO: Accuracy :0.0777777777778
+2016-08-30 17:53:00,977 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:53:00,977 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:53:00,977 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:53:00,977 DEBUG: Info: Shape X_train:(210, 19), Length of y_train:210
+2016-08-30 17:53:00,978 DEBUG: Info: Shape X_test:(90, 19), Length of y_test:90
+2016-08-30 17:53:00,978 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:53:00,978 DEBUG: Start: Classification
+2016-08-30 17:53:02,278 DEBUG: Info: Time for Classification: 1.30113506317[s]
+2016-08-30 17:53:02,278 DEBUG: Done: Classification
+2016-08-30 17:53:02,280 DEBUG: Start: Statistic Results
+2016-08-30 17:53:02,280 INFO: Accuracy :0.0555555555556
+2016-08-30 17:53:02,281 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:53:02,281 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:53:02,281 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:53:02,281 DEBUG: Info: Shape X_train:(210, 19), Length of y_train:210
+2016-08-30 17:53:02,281 DEBUG: Info: Shape X_test:(90, 19), Length of y_test:90
+2016-08-30 17:53:02,282 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:53:02,282 DEBUG: Start: Classification
+2016-08-30 17:53:05,967 DEBUG: Info: Time for Classification: 3.68570899963[s]
+2016-08-30 17:53:05,967 DEBUG: Done: Classification
+2016-08-30 17:53:05,969 DEBUG: Start: Statistic Results
+2016-08-30 17:53:05,969 INFO: Accuracy :0.122222222222
+2016-08-30 17:53:05,970 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:53:05,970 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMPoly
+2016-08-30 17:53:05,970 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:53:05,970 DEBUG: Info: Shape X_train:(210, 19), Length of y_train:210
+2016-08-30 17:53:05,971 DEBUG: Info: Shape X_test:(90, 19), Length of y_test:90
+2016-08-30 17:53:05,971 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:53:05,971 DEBUG: Start: Classification
+2016-08-30 17:53:07,535 DEBUG: Info: Time for Classification: 1.56464409828[s]
+2016-08-30 17:53:07,535 DEBUG: Done: Classification
+2016-08-30 17:53:07,537 DEBUG: Start: Statistic Results
+2016-08-30 17:53:07,537 INFO: Accuracy :0.0222222222222
+2016-08-30 17:53:07,538 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:53:07,538 DEBUG: ### Classification - Database:Fake Feature:View2 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMRBF
+2016-08-30 17:53:07,538 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:53:07,539 DEBUG: Info: Shape X_train:(210, 19), Length of y_train:210
+2016-08-30 17:53:07,539 DEBUG: Info: Shape X_test:(90, 19), Length of y_test:90
+2016-08-30 17:53:07,539 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:53:07,539 DEBUG: Start: Classification
+2016-08-30 17:53:09,046 DEBUG: Info: Time for Classification: 1.50818490982[s]
+2016-08-30 17:53:09,047 DEBUG: Done: Classification
+2016-08-30 17:53:09,049 DEBUG: Start: Statistic Results
+2016-08-30 17:53:09,049 INFO: Accuracy :0.0333333333333
+2016-08-30 17:53:09,050 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:53:09,051 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : Adaboost
+2016-08-30 17:53:09,051 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:53:09,051 DEBUG: Info: Shape X_train:(210, 6), Length of y_train:210
+2016-08-30 17:53:09,051 DEBUG: Info: Shape X_test:(90, 6), Length of y_test:90
+2016-08-30 17:53:09,051 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:53:09,051 DEBUG: Start: Classification
+2016-08-30 17:53:10,040 DEBUG: Info: Time for Classification: 0.989593982697[s]
+2016-08-30 17:53:10,040 DEBUG: Done: Classification
+2016-08-30 17:53:10,042 DEBUG: Start: Statistic Results
+2016-08-30 17:53:10,042 INFO: Accuracy :0.0777777777778
+2016-08-30 17:53:10,043 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:53:10,043 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : DecisionTree
+2016-08-30 17:53:10,043 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:53:10,043 DEBUG: Info: Shape X_train:(210, 6), Length of y_train:210
+2016-08-30 17:53:10,043 DEBUG: Info: Shape X_test:(90, 6), Length of y_test:90
+2016-08-30 17:53:10,044 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:53:10,044 DEBUG: Start: Classification
+2016-08-30 17:53:10,635 DEBUG: Info: Time for Classification: 0.59154009819[s]
+2016-08-30 17:53:10,635 DEBUG: Done: Classification
+2016-08-30 17:53:10,636 DEBUG: Start: Statistic Results
+2016-08-30 17:53:10,636 INFO: Accuracy :0.111111111111
+2016-08-30 17:53:10,637 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:53:10,637 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : KNN
+2016-08-30 17:53:10,637 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:53:10,638 DEBUG: Info: Shape X_train:(210, 6), Length of y_train:210
+2016-08-30 17:53:10,638 DEBUG: Info: Shape X_test:(90, 6), Length of y_test:90
+2016-08-30 17:53:10,638 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:53:10,638 DEBUG: Start: Classification
+2016-08-30 17:53:11,228 DEBUG: Info: Time for Classification: 0.590969085693[s]
+2016-08-30 17:53:11,228 DEBUG: Done: Classification
+2016-08-30 17:53:11,231 DEBUG: Start: Statistic Results
+2016-08-30 17:53:11,231 INFO: Accuracy :0.1
+2016-08-30 17:53:11,232 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:53:11,232 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : RandomForest
+2016-08-30 17:53:11,232 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:53:11,232 DEBUG: Info: Shape X_train:(210, 6), Length of y_train:210
+2016-08-30 17:53:11,232 DEBUG: Info: Shape X_test:(90, 6), Length of y_test:90
+2016-08-30 17:53:11,233 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:53:11,233 DEBUG: Start: Classification
+2016-08-30 17:53:17,605 DEBUG: Info: Time for Classification: 6.37281298637[s]
+2016-08-30 17:53:17,605 DEBUG: Done: Classification
+2016-08-30 17:53:17,607 DEBUG: Start: Statistic Results
+2016-08-30 17:53:17,607 INFO: Accuracy :0.0444444444444
+2016-08-30 17:53:17,608 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:53:17,608 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SGD
+2016-08-30 17:53:17,608 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:53:17,609 DEBUG: Info: Shape X_train:(210, 6), Length of y_train:210
+2016-08-30 17:53:17,609 DEBUG: Info: Shape X_test:(90, 6), Length of y_test:90
+2016-08-30 17:53:17,609 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:53:17,609 DEBUG: Start: Classification
+2016-08-30 17:53:18,735 DEBUG: Info: Time for Classification: 1.12645411491[s]
+2016-08-30 17:53:18,735 DEBUG: Done: Classification
+2016-08-30 17:53:18,736 DEBUG: Start: Statistic Results
+2016-08-30 17:53:18,736 INFO: Accuracy :0.0777777777778
+2016-08-30 17:53:18,737 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:53:18,737 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMLinear
+2016-08-30 17:53:18,737 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:53:18,738 DEBUG: Info: Shape X_train:(210, 6), Length of y_train:210
+2016-08-30 17:53:18,738 DEBUG: Info: Shape X_test:(90, 6), Length of y_test:90
+2016-08-30 17:53:18,738 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:53:18,738 DEBUG: Start: Classification
+2016-08-30 17:53:24,618 DEBUG: Info: Time for Classification: 5.88113307953[s]
+2016-08-30 17:53:24,619 DEBUG: Done: Classification
+2016-08-30 17:53:24,620 DEBUG: Start: Statistic Results
+2016-08-30 17:53:24,621 INFO: Accuracy :0.0333333333333
+2016-08-30 17:53:24,622 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:53:24,622 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMPoly
+2016-08-30 17:53:24,622 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:53:24,622 DEBUG: Info: Shape X_train:(210, 6), Length of y_train:210
+2016-08-30 17:53:24,622 DEBUG: Info: Shape X_test:(90, 6), Length of y_test:90
+2016-08-30 17:53:24,622 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:53:24,622 DEBUG: Start: Classification
+2016-08-30 17:53:26,084 DEBUG: Info: Time for Classification: 1.46259999275[s]
+2016-08-30 17:53:26,084 DEBUG: Done: Classification
+2016-08-30 17:53:26,086 DEBUG: Start: Statistic Results
+2016-08-30 17:53:26,087 INFO: Accuracy :0.0333333333333
+2016-08-30 17:53:26,088 DEBUG: ### Main Programm for Classification MonoView
+2016-08-30 17:53:26,088 DEBUG: ### Classification - Database:Fake Feature:View3 train_size:0.7, CrossValidation k-folds:5, cores:1, algorithm : SVMRBF
+2016-08-30 17:53:26,088 DEBUG: Start: Determine Train/Test split
+2016-08-30 17:53:26,088 DEBUG: Info: Shape X_train:(210, 6), Length of y_train:210
+2016-08-30 17:53:26,088 DEBUG: Info: Shape X_test:(90, 6), Length of y_test:90
+2016-08-30 17:53:26,088 DEBUG: Done: Determine Train/Test split
+2016-08-30 17:53:26,088 DEBUG: Start: Classification
+2016-08-30 17:53:27,405 DEBUG: Info: Time for Classification: 1.3173429966[s]
+2016-08-30 17:53:27,405 DEBUG: Done: Classification
+2016-08-30 17:53:27,407 DEBUG: Start: Statistic Results
+2016-08-30 17:53:27,408 INFO: Accuracy :0.0777777777778
+2016-08-30 17:53:27,409 INFO: ### Main Programm for Multiview Classification
+2016-08-30 17:53:27,409 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-08-30 17:53:27,410 INFO: Info: Shape of View0 :(300, 20)
+2016-08-30 17:53:27,410 INFO: Info: Shape of View1 :(300, 16)
+2016-08-30 17:53:27,411 INFO: Info: Shape of View2 :(300, 19)
+2016-08-30 17:53:27,411 INFO: Info: Shape of View3 :(300, 6)
+2016-08-30 17:53:27,411 INFO: Done: Read Database Files
+2016-08-30 17:53:27,411 INFO: Start: Determine validation split for ratio 0.7
+2016-08-30 17:53:27,422 INFO: Done: Determine validation split
+2016-08-30 17:53:27,422 INFO: Start: Determine 5 folds
+2016-08-30 17:53:27,432 INFO: Info: Length of Learning Sets: 179
+2016-08-30 17:53:27,433 INFO: Info: Length of Testing Sets: 37
+2016-08-30 17:53:27,433 INFO: Info: Length of Validation Set: 84
+2016-08-30 17:53:27,433 INFO: Done: Determine folds
+2016-08-30 17:53:27,433 INFO: Start: Learning with Mumbo and 5 folds
+2016-08-30 17:53:27,433 INFO: Start: Gridsearching best settings for monoview classifiers
+2016-08-30 17:53:27,433 DEBUG: Start: Gridsearch for DecisionTree on View0
+2016-08-30 17:57:30,784 DEBUG: Info: Best Reslut : 0.592592592593
+2016-08-30 17:57:30,784 DEBUG: Done: Gridsearch for DecisionTree
+2016-08-30 17:57:30,786 DEBUG: Start: Gridsearch for DecisionTree on View1
+2016-08-30 18:01:30,563 DEBUG: Info: Best Reslut : 0.59962962963
+2016-08-30 18:01:30,564 DEBUG: Done: Gridsearch for DecisionTree
+2016-08-30 18:01:30,564 DEBUG: Start: Gridsearch for DecisionTree on View2
+2016-08-30 18:05:32,662 DEBUG: Info: Best Reslut : 0.50462962963
+2016-08-30 18:05:32,662 DEBUG: Done: Gridsearch for DecisionTree
+2016-08-30 18:05:32,663 DEBUG: Start: Gridsearch for DecisionTree on View3
+2016-08-30 18:09:22,062 DEBUG: Info: Best Reslut : 0.575833333333
+2016-08-30 18:09:22,063 DEBUG: Done: Gridsearch for DecisionTree
+2016-08-30 18:09:22,063 INFO: Done: Gridsearching best settings for monoview classifiers
+2016-08-30 18:09:22,063 INFO: Start: Fold number 1
+2016-08-30 18:09:30,300 DEBUG: Start: Iteration 1
+2016-08-30 18:09:30,348 DEBUG: View 0 : 0.217616580311
+2016-08-30 18:09:30,367 DEBUG: View 1 : 0.233160621762
+2016-08-30 18:09:30,385 DEBUG: View 2 : 0.212435233161
+2016-08-30 18:09:30,409 DEBUG: View 3 : 0.248704663212
+2016-08-30 18:09:30,409 WARNING: WARNING: All bad for iteration 0
+2016-08-30 18:09:30,711 DEBUG: Best view : View2
+2016-08-30 18:09:30,833 DEBUG: Start: Iteration 2
+2016-08-30 18:09:30,855 DEBUG: View 0 : 0.725388601036
+2016-08-30 18:09:30,874 DEBUG: View 1 : 0.564766839378
+2016-08-30 18:09:30,894 DEBUG: View 2 : 0.575129533679
+2016-08-30 18:09:30,917 DEBUG: View 3 : 0.694300518135
+2016-08-30 18:09:31,182 DEBUG: Best view : View0
+2016-08-30 18:09:31,381 DEBUG: Start: Iteration 3
+2016-08-30 18:09:31,403 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:09:31,423 DEBUG: View 1 : 0.461139896373
+2016-08-30 18:09:31,444 DEBUG: View 2 : 0.518134715026
+2016-08-30 18:09:31,467 DEBUG: View 3 : 0.559585492228
+2016-08-30 18:09:31,870 DEBUG: Best view : View0
+2016-08-30 18:09:32,158 DEBUG: Start: Iteration 4
+2016-08-30 18:09:32,180 DEBUG: View 0 : 0.709844559585
+2016-08-30 18:09:32,199 DEBUG: View 1 : 0.512953367876
+2016-08-30 18:09:32,219 DEBUG: View 2 : 0.362694300518
+2016-08-30 18:09:32,242 DEBUG: View 3 : 0.621761658031
+2016-08-30 18:09:32,617 DEBUG: Best view : View0
+2016-08-30 18:09:32,966 DEBUG: Start: Iteration 5
+2016-08-30 18:09:32,988 DEBUG: View 0 : 0.777202072539
+2016-08-30 18:09:33,007 DEBUG: View 1 : 0.383419689119
+2016-08-30 18:09:33,028 DEBUG: View 2 : 0.39896373057
+2016-08-30 18:09:33,051 DEBUG: View 3 : 0.59067357513
+2016-08-30 18:09:33,393 DEBUG: Best view : View0
+2016-08-30 18:09:33,811 DEBUG: Start: Iteration 6
+2016-08-30 18:09:33,833 DEBUG: View 0 : 0.616580310881
+2016-08-30 18:09:33,853 DEBUG: View 1 : 0.450777202073
+2016-08-30 18:09:33,873 DEBUG: View 2 : 0.476683937824
+2016-08-30 18:09:33,896 DEBUG: View 3 : 0.761658031088
+2016-08-30 18:09:34,241 DEBUG: Best view : View3
+2016-08-30 18:09:34,729 DEBUG: Start: Iteration 7
+2016-08-30 18:09:34,751 DEBUG: View 0 : 0.60103626943
+2016-08-30 18:09:34,771 DEBUG: View 1 : 0.518134715026
+2016-08-30 18:09:34,791 DEBUG: View 2 : 0.642487046632
+2016-08-30 18:09:34,814 DEBUG: View 3 : 0.777202072539
+2016-08-30 18:09:35,165 DEBUG: Best view : View3
+2016-08-30 18:09:35,725 DEBUG: Start: Iteration 8
+2016-08-30 18:09:35,747 DEBUG: View 0 : 0.642487046632
+2016-08-30 18:09:35,768 DEBUG: View 1 : 0.554404145078
+2016-08-30 18:09:35,788 DEBUG: View 2 : 0.466321243523
+2016-08-30 18:09:35,813 DEBUG: View 3 : 0.751295336788
+2016-08-30 18:09:36,176 DEBUG: Best view : View3
+2016-08-30 18:09:36,804 DEBUG: Start: Iteration 9
+2016-08-30 18:09:36,826 DEBUG: View 0 : 0.652849740933
+2016-08-30 18:09:36,846 DEBUG: View 1 : 0.538860103627
+2016-08-30 18:09:36,866 DEBUG: View 2 : 0.435233160622
+2016-08-30 18:09:36,889 DEBUG: View 3 : 0.59585492228
+2016-08-30 18:09:37,257 DEBUG: Best view : View0
+2016-08-30 18:09:37,956 DEBUG: Start: Iteration 10
+2016-08-30 18:09:37,978 DEBUG: View 0 : 0.642487046632
+2016-08-30 18:09:37,998 DEBUG: View 1 : 0.362694300518
+2016-08-30 18:09:38,018 DEBUG: View 2 : 0.538860103627
+2016-08-30 18:09:38,042 DEBUG: View 3 : 0.699481865285
+2016-08-30 18:09:38,417 DEBUG: Best view : View3
+2016-08-30 18:09:39,186 DEBUG: Start: Iteration 11
+2016-08-30 18:09:39,208 DEBUG: View 0 : 0.575129533679
+2016-08-30 18:09:39,228 DEBUG: View 1 : 0.476683937824
+2016-08-30 18:09:39,248 DEBUG: View 2 : 0.538860103627
+2016-08-30 18:09:39,271 DEBUG: View 3 : 0.689119170984
+2016-08-30 18:09:39,657 DEBUG: Best view : View3
+2016-08-30 18:09:40,496 DEBUG: Start: Iteration 12
+2016-08-30 18:09:40,518 DEBUG: View 0 : 0.59067357513
+2016-08-30 18:09:40,538 DEBUG: View 1 : 0.336787564767
+2016-08-30 18:09:40,558 DEBUG: View 2 : 0.435233160622
+2016-08-30 18:09:40,581 DEBUG: View 3 : 0.813471502591
+2016-08-30 18:09:40,975 DEBUG: Best view : View3
+2016-08-30 18:09:41,897 DEBUG: Start: Iteration 13
+2016-08-30 18:09:41,919 DEBUG: View 0 : 0.60621761658
+2016-08-30 18:09:41,940 DEBUG: View 1 : 0.383419689119
+2016-08-30 18:09:41,961 DEBUG: View 2 : 0.378238341969
+2016-08-30 18:09:41,983 DEBUG: View 3 : 0.818652849741
+2016-08-30 18:09:42,384 DEBUG: Best view : View3
+2016-08-30 18:09:43,361 DEBUG: Start: Iteration 14
+2016-08-30 18:09:43,382 DEBUG: View 0 : 0.730569948187
+2016-08-30 18:09:43,402 DEBUG: View 1 : 0.347150259067
+2016-08-30 18:09:43,422 DEBUG: View 2 : 0.419689119171
+2016-08-30 18:09:43,445 DEBUG: View 3 : 0.829015544041
+2016-08-30 18:09:43,855 DEBUG: Best view : View3
+2016-08-30 18:09:44,906 DEBUG: Start: Iteration 15
+2016-08-30 18:09:44,928 DEBUG: View 0 : 0.632124352332
+2016-08-30 18:09:44,948 DEBUG: View 1 : 0.336787564767
+2016-08-30 18:09:44,968 DEBUG: View 2 : 0.544041450777
+2016-08-30 18:09:44,991 DEBUG: View 3 : 0.772020725389
+2016-08-30 18:09:45,403 DEBUG: Best view : View3
+2016-08-30 18:09:46,522 DEBUG: Start: Iteration 16
+2016-08-30 18:09:46,543 DEBUG: View 0 : 0.580310880829
+2016-08-30 18:09:46,564 DEBUG: View 1 : 0.336787564767
+2016-08-30 18:09:46,584 DEBUG: View 2 : 0.40932642487
+2016-08-30 18:09:46,607 DEBUG: View 3 : 0.632124352332
+2016-08-30 18:09:47,029 DEBUG: Best view : View3
+2016-08-30 18:09:48,217 DEBUG: Start: Iteration 17
+2016-08-30 18:09:48,239 DEBUG: View 0 : 0.585492227979
+2016-08-30 18:09:48,259 DEBUG: View 1 : 0.373056994819
+2016-08-30 18:09:48,279 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:09:48,302 DEBUG: View 3 : 0.642487046632
+2016-08-30 18:09:48,734 DEBUG: Best view : View3
+2016-08-30 18:09:49,997 DEBUG: Start: Iteration 18
+2016-08-30 18:09:50,019 DEBUG: View 0 : 0.725388601036
+2016-08-30 18:09:50,038 DEBUG: View 1 : 0.414507772021
+2016-08-30 18:09:50,059 DEBUG: View 2 : 0.450777202073
+2016-08-30 18:09:50,081 DEBUG: View 3 : 0.813471502591
+2016-08-30 18:09:50,520 DEBUG: Best view : View3
+2016-08-30 18:09:51,850 DEBUG: Start: Iteration 19
+2016-08-30 18:09:51,873 DEBUG: View 0 : 0.652849740933
+2016-08-30 18:09:51,892 DEBUG: View 1 : 0.347150259067
+2016-08-30 18:09:51,913 DEBUG: View 2 : 0.512953367876
+2016-08-30 18:09:51,936 DEBUG: View 3 : 0.79274611399
+2016-08-30 18:09:52,385 DEBUG: Best view : View3
+2016-08-30 18:09:53,784 DEBUG: Start: Iteration 20
+2016-08-30 18:09:53,806 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:09:53,826 DEBUG: View 1 : 0.564766839378
+2016-08-30 18:09:53,846 DEBUG: View 2 : 0.362694300518
+2016-08-30 18:09:53,869 DEBUG: View 3 : 0.663212435233
+2016-08-30 18:09:54,330 DEBUG: Best view : View0
+2016-08-30 18:09:55,811 DEBUG: Start: Iteration 21
+2016-08-30 18:09:55,832 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:09:55,852 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:09:55,872 DEBUG: View 2 : 0.357512953368
+2016-08-30 18:09:55,896 DEBUG: View 3 : 0.787564766839
+2016-08-30 18:09:56,361 DEBUG: Best view : View3
+2016-08-30 18:09:57,901 DEBUG: Start: Iteration 22
+2016-08-30 18:09:57,923 DEBUG: View 0 : 0.663212435233
+2016-08-30 18:09:57,943 DEBUG: View 1 : 0.316062176166
+2016-08-30 18:09:57,963 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:09:57,986 DEBUG: View 3 : 0.611398963731
+2016-08-30 18:09:58,462 DEBUG: Best view : View0
+2016-08-30 18:10:00,073 DEBUG: Start: Iteration 23
+2016-08-30 18:10:00,095 DEBUG: View 0 : 0.637305699482
+2016-08-30 18:10:00,115 DEBUG: View 1 : 0.321243523316
+2016-08-30 18:10:00,135 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:10:00,159 DEBUG: View 3 : 0.611398963731
+2016-08-30 18:10:00,640 DEBUG: Best view : View0
+2016-08-30 18:10:02,323 DEBUG: Start: Iteration 24
+2016-08-30 18:10:02,345 DEBUG: View 0 : 0.751295336788
+2016-08-30 18:10:02,365 DEBUG: View 1 : 0.352331606218
+2016-08-30 18:10:02,386 DEBUG: View 2 : 0.40932642487
+2016-08-30 18:10:02,409 DEBUG: View 3 : 0.616580310881
+2016-08-30 18:10:02,906 DEBUG: Best view : View0
+2016-08-30 18:10:04,659 DEBUG: Start: Iteration 25
+2016-08-30 18:10:04,681 DEBUG: View 0 : 0.746113989637
+2016-08-30 18:10:04,701 DEBUG: View 1 : 0.414507772021
+2016-08-30 18:10:04,721 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:10:04,744 DEBUG: View 3 : 0.647668393782
+2016-08-30 18:10:05,243 DEBUG: Best view : View0
+2016-08-30 18:10:07,077 DEBUG: Start: Iteration 26
+2016-08-30 18:10:07,100 DEBUG: View 0 : 0.616580310881
+2016-08-30 18:10:07,120 DEBUG: View 1 : 0.414507772021
+2016-08-30 18:10:07,139 DEBUG: View 2 : 0.481865284974
+2016-08-30 18:10:07,162 DEBUG: View 3 : 0.616580310881
+2016-08-30 18:10:07,670 DEBUG: Best view : View3
+2016-08-30 18:10:09,564 DEBUG: Start: Iteration 27
+2016-08-30 18:10:09,585 DEBUG: View 0 : 0.59067357513
+2016-08-30 18:10:09,605 DEBUG: View 1 : 0.357512953368
+2016-08-30 18:10:09,625 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:10:09,648 DEBUG: View 3 : 0.585492227979
+2016-08-30 18:10:10,165 DEBUG: Best view : View3
+2016-08-30 18:10:12,150 DEBUG: Start: Iteration 28
+2016-08-30 18:10:12,171 DEBUG: View 0 : 0.487046632124
+2016-08-30 18:10:12,192 DEBUG: View 1 : 0.424870466321
+2016-08-30 18:10:12,212 DEBUG: View 2 : 0.430051813472
+2016-08-30 18:10:12,235 DEBUG: View 3 : 0.585492227979
+2016-08-30 18:10:12,756 DEBUG: Best view : View3
+2016-08-30 18:10:14,785 DEBUG: Start: Iteration 29
+2016-08-30 18:10:14,806 DEBUG: View 0 : 0.751295336788
+2016-08-30 18:10:14,826 DEBUG: View 1 : 0.383419689119
+2016-08-30 18:10:14,846 DEBUG: View 2 : 0.502590673575
+2016-08-30 18:10:14,869 DEBUG: View 3 : 0.544041450777
+2016-08-30 18:10:15,401 DEBUG: Best view : View0
+2016-08-30 18:10:17,498 DEBUG: Start: Iteration 30
+2016-08-30 18:10:17,519 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:10:17,540 DEBUG: View 1 : 0.440414507772
+2016-08-30 18:10:17,560 DEBUG: View 2 : 0.518134715026
+2016-08-30 18:10:17,584 DEBUG: View 3 : 0.673575129534
+2016-08-30 18:10:18,124 DEBUG: Best view : View0
+2016-08-30 18:10:20,301 DEBUG: Start: Iteration 31
+2016-08-30 18:10:20,322 DEBUG: View 0 : 0.673575129534
+2016-08-30 18:10:20,342 DEBUG: View 1 : 0.424870466321
+2016-08-30 18:10:20,363 DEBUG: View 2 : 0.512953367876
+2016-08-30 18:10:20,386 DEBUG: View 3 : 0.564766839378
+2016-08-30 18:10:20,930 DEBUG: Best view : View0
+2016-08-30 18:10:23,207 DEBUG: Start: Iteration 32
+2016-08-30 18:10:23,229 DEBUG: View 0 : 0.642487046632
+2016-08-30 18:10:23,249 DEBUG: View 1 : 0.569948186528
+2016-08-30 18:10:23,269 DEBUG: View 2 : 0.518134715026
+2016-08-30 18:10:23,292 DEBUG: View 3 : 0.689119170984
+2016-08-30 18:10:23,847 DEBUG: Best view : View3
+2016-08-30 18:10:26,168 DEBUG: Start: Iteration 33
+2016-08-30 18:10:26,190 DEBUG: View 0 : 0.59067357513
+2016-08-30 18:10:26,210 DEBUG: View 1 : 0.383419689119
+2016-08-30 18:10:26,230 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:10:26,254 DEBUG: View 3 : 0.683937823834
+2016-08-30 18:10:26,817 DEBUG: Best view : View3
+2016-08-30 18:10:29,211 DEBUG: Start: Iteration 34
+2016-08-30 18:10:29,233 DEBUG: View 0 : 0.658031088083
+2016-08-30 18:10:29,253 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:10:29,273 DEBUG: View 2 : 0.466321243523
+2016-08-30 18:10:29,296 DEBUG: View 3 : 0.715025906736
+2016-08-30 18:10:29,868 DEBUG: Best view : View3
+2016-08-30 18:10:32,322 DEBUG: Start: Iteration 35
+2016-08-30 18:10:32,344 DEBUG: View 0 : 0.694300518135
+2016-08-30 18:10:32,364 DEBUG: View 1 : 0.59067357513
+2016-08-30 18:10:32,385 DEBUG: View 2 : 0.533678756477
+2016-08-30 18:10:32,408 DEBUG: View 3 : 0.621761658031
+2016-08-30 18:10:32,984 DEBUG: Best view : View0
+2016-08-30 18:10:35,511 DEBUG: Start: Iteration 36
+2016-08-30 18:10:35,533 DEBUG: View 0 : 0.559585492228
+2016-08-30 18:10:35,553 DEBUG: View 1 : 0.585492227979
+2016-08-30 18:10:35,573 DEBUG: View 2 : 0.523316062176
+2016-08-30 18:10:35,596 DEBUG: View 3 : 0.652849740933
+2016-08-30 18:10:36,179 DEBUG: Best view : View3
+2016-08-30 18:10:38,779 DEBUG: Start: Iteration 37
+2016-08-30 18:10:38,800 DEBUG: View 0 : 0.663212435233
+2016-08-30 18:10:38,820 DEBUG: View 1 : 0.40414507772
+2016-08-30 18:10:38,841 DEBUG: View 2 : 0.554404145078
+2016-08-30 18:10:38,864 DEBUG: View 3 : 0.689119170984
+2016-08-30 18:10:39,460 DEBUG: Best view : View3
+2016-08-30 18:10:42,127 DEBUG: Start: Iteration 38
+2016-08-30 18:10:42,149 DEBUG: View 0 : 0.523316062176
+2016-08-30 18:10:42,169 DEBUG: View 1 : 0.362694300518
+2016-08-30 18:10:42,189 DEBUG: View 2 : 0.40932642487
+2016-08-30 18:10:42,212 DEBUG: View 3 : 0.725388601036
+2016-08-30 18:10:42,817 DEBUG: Best view : View3
+2016-08-30 18:10:45,566 DEBUG: Start: Iteration 39
+2016-08-30 18:10:45,588 DEBUG: View 0 : 0.585492227979
+2016-08-30 18:10:45,608 DEBUG: View 1 : 0.523316062176
+2016-08-30 18:10:45,628 DEBUG: View 2 : 0.321243523316
+2016-08-30 18:10:45,651 DEBUG: View 3 : 0.699481865285
+2016-08-30 18:10:46,263 DEBUG: Best view : View3
+2016-08-30 18:10:49,086 DEBUG: Start: Iteration 40
+2016-08-30 18:10:49,108 DEBUG: View 0 : 0.689119170984
+2016-08-30 18:10:49,128 DEBUG: View 1 : 0.430051813472
+2016-08-30 18:10:49,148 DEBUG: View 2 : 0.455958549223
+2016-08-30 18:10:49,171 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:10:49,802 DEBUG: Best view : View0
+2016-08-30 18:10:52,797 DEBUG: Start: Iteration 41
+2016-08-30 18:10:52,819 DEBUG: View 0 : 0.569948186528
+2016-08-30 18:10:52,839 DEBUG: View 1 : 0.461139896373
+2016-08-30 18:10:52,860 DEBUG: View 2 : 0.383419689119
+2016-08-30 18:10:52,884 DEBUG: View 3 : 0.611398963731
+2016-08-30 18:10:53,513 DEBUG: Best view : View3
+2016-08-30 18:10:56,575 DEBUG: Start: Iteration 42
+2016-08-30 18:10:56,597 DEBUG: View 0 : 0.694300518135
+2016-08-30 18:10:56,618 DEBUG: View 1 : 0.424870466321
+2016-08-30 18:10:56,638 DEBUG: View 2 : 0.440414507772
+2016-08-30 18:10:56,661 DEBUG: View 3 : 0.60103626943
+2016-08-30 18:10:57,410 DEBUG: Best view : View0
+2016-08-30 18:11:00,568 DEBUG: Start: Iteration 43
+2016-08-30 18:11:00,590 DEBUG: View 0 : 0.59067357513
+2016-08-30 18:11:00,610 DEBUG: View 1 : 0.471502590674
+2016-08-30 18:11:00,630 DEBUG: View 2 : 0.59585492228
+2016-08-30 18:11:00,653 DEBUG: View 3 : 0.647668393782
+2016-08-30 18:11:01,405 DEBUG: Best view : View3
+2016-08-30 18:11:04,640 DEBUG: Start: Iteration 44
+2016-08-30 18:11:04,663 DEBUG: View 0 : 0.523316062176
+2016-08-30 18:11:04,683 DEBUG: View 1 : 0.59067357513
+2016-08-30 18:11:04,704 DEBUG: View 2 : 0.497409326425
+2016-08-30 18:11:04,728 DEBUG: View 3 : 0.652849740933
+2016-08-30 18:11:05,492 DEBUG: Best view : View3
+2016-08-30 18:11:08,793 DEBUG: Start: Iteration 45
+2016-08-30 18:11:08,815 DEBUG: View 0 : 0.735751295337
+2016-08-30 18:11:08,835 DEBUG: View 1 : 0.383419689119
+2016-08-30 18:11:08,856 DEBUG: View 2 : 0.533678756477
+2016-08-30 18:11:08,880 DEBUG: View 3 : 0.523316062176
+2016-08-30 18:11:09,653 DEBUG: Best view : View0
+2016-08-30 18:11:13,033 DEBUG: Start: Iteration 46
+2016-08-30 18:11:13,054 DEBUG: View 0 : 0.694300518135
+2016-08-30 18:11:13,074 DEBUG: View 1 : 0.414507772021
+2016-08-30 18:11:13,094 DEBUG: View 2 : 0.455958549223
+2016-08-30 18:11:13,117 DEBUG: View 3 : 0.59067357513
+2016-08-30 18:11:13,787 DEBUG: Best view : View0
+2016-08-30 18:11:17,093 DEBUG: Start: Iteration 47
+2016-08-30 18:11:17,115 DEBUG: View 0 : 0.668393782383
+2016-08-30 18:11:17,135 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:11:17,155 DEBUG: View 2 : 0.455958549223
+2016-08-30 18:11:17,179 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:11:17,866 DEBUG: Best view : View0
+2016-08-30 18:11:21,240 DEBUG: Start: Iteration 48
+2016-08-30 18:11:21,263 DEBUG: View 0 : 0.575129533679
+2016-08-30 18:11:21,283 DEBUG: View 1 : 0.424870466321
+2016-08-30 18:11:21,303 DEBUG: View 2 : 0.544041450777
+2016-08-30 18:11:21,327 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:11:22,019 DEBUG: Best view : View0
+2016-08-30 18:11:25,454 DEBUG: Start: Iteration 49
+2016-08-30 18:11:25,475 DEBUG: View 0 : 0.559585492228
+2016-08-30 18:11:25,496 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:11:25,516 DEBUG: View 2 : 0.430051813472
+2016-08-30 18:11:25,539 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:11:26,232 DEBUG: Best view : View0
+2016-08-30 18:11:29,749 DEBUG: Start: Iteration 50
+2016-08-30 18:11:29,771 DEBUG: View 0 : 0.512953367876
+2016-08-30 18:11:29,792 DEBUG: View 1 : 0.40414507772
+2016-08-30 18:11:29,812 DEBUG: View 2 : 0.481865284974
+2016-08-30 18:11:29,835 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:11:30,534 DEBUG: Best view : View3
+2016-08-30 18:11:34,164 DEBUG: Start: Iteration 51
+2016-08-30 18:11:34,186 DEBUG: View 0 : 0.766839378238
+2016-08-30 18:11:34,207 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:11:34,228 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:11:34,252 DEBUG: View 3 : 0.544041450777
+2016-08-30 18:11:34,967 DEBUG: Best view : View0
+2016-08-30 18:11:38,620 DEBUG: Start: Iteration 52
+2016-08-30 18:11:38,642 DEBUG: View 0 : 0.720207253886
+2016-08-30 18:11:38,663 DEBUG: View 1 : 0.445595854922
+2016-08-30 18:11:38,683 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:11:38,706 DEBUG: View 3 : 0.40932642487
+2016-08-30 18:11:39,418 DEBUG: Best view : View0
+2016-08-30 18:11:43,148 DEBUG: Start: Iteration 53
+2016-08-30 18:11:43,170 DEBUG: View 0 : 0.60103626943
+2016-08-30 18:11:43,189 DEBUG: View 1 : 0.40932642487
+2016-08-30 18:11:43,209 DEBUG: View 2 : 0.378238341969
+2016-08-30 18:11:43,233 DEBUG: View 3 : 0.518134715026
+2016-08-30 18:11:43,953 DEBUG: Best view : View0
+2016-08-30 18:11:47,762 DEBUG: Start: Iteration 54
+2016-08-30 18:11:47,784 DEBUG: View 0 : 0.621761658031
+2016-08-30 18:11:47,805 DEBUG: View 1 : 0.341968911917
+2016-08-30 18:11:47,825 DEBUG: View 2 : 0.445595854922
+2016-08-30 18:11:47,848 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:11:48,580 DEBUG: Best view : View0
+2016-08-30 18:11:52,460 DEBUG: Start: Iteration 55
+2016-08-30 18:11:52,482 DEBUG: View 0 : 0.626943005181
+2016-08-30 18:11:52,503 DEBUG: View 1 : 0.419689119171
+2016-08-30 18:11:52,524 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:11:52,548 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:11:53,285 DEBUG: Best view : View0
+2016-08-30 18:11:57,231 DEBUG: Start: Iteration 56
+2016-08-30 18:11:57,253 DEBUG: View 0 : 0.611398963731
+2016-08-30 18:11:57,273 DEBUG: View 1 : 0.569948186528
+2016-08-30 18:11:57,294 DEBUG: View 2 : 0.455958549223
+2016-08-30 18:11:57,317 DEBUG: View 3 : 0.59067357513
+2016-08-30 18:11:58,080 DEBUG: Best view : View0
+2016-08-30 18:12:02,101 DEBUG: Start: Iteration 57
+2016-08-30 18:12:02,122 DEBUG: View 0 : 0.647668393782
+2016-08-30 18:12:02,143 DEBUG: View 1 : 0.347150259067
+2016-08-30 18:12:02,163 DEBUG: View 2 : 0.497409326425
+2016-08-30 18:12:02,186 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:12:02,936 DEBUG: Best view : View0
+2016-08-30 18:12:07,012 DEBUG: Start: Iteration 58
+2016-08-30 18:12:07,034 DEBUG: View 0 : 0.683937823834
+2016-08-30 18:12:07,053 DEBUG: View 1 : 0.523316062176
+2016-08-30 18:12:07,074 DEBUG: View 2 : 0.533678756477
+2016-08-30 18:12:07,097 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:12:07,868 DEBUG: Best view : View0
+2016-08-30 18:12:12,014 DEBUG: Start: Iteration 59
+2016-08-30 18:12:12,035 DEBUG: View 0 : 0.564766839378
+2016-08-30 18:12:12,055 DEBUG: View 1 : 0.383419689119
+2016-08-30 18:12:12,075 DEBUG: View 2 : 0.461139896373
+2016-08-30 18:12:12,098 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:12:12,869 DEBUG: Best view : View0
+2016-08-30 18:12:17,102 DEBUG: Start: Iteration 60
+2016-08-30 18:12:17,124 DEBUG: View 0 : 0.637305699482
+2016-08-30 18:12:17,144 DEBUG: View 1 : 0.40932642487
+2016-08-30 18:12:17,164 DEBUG: View 2 : 0.310880829016
+2016-08-30 18:12:17,188 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:12:17,967 DEBUG: Best view : View0
+2016-08-30 18:12:22,260 DEBUG: Start: Iteration 61
+2016-08-30 18:12:22,282 DEBUG: View 0 : 0.704663212435
+2016-08-30 18:12:22,302 DEBUG: View 1 : 0.445595854922
+2016-08-30 18:12:22,322 DEBUG: View 2 : 0.476683937824
+2016-08-30 18:12:22,345 DEBUG: View 3 : 0.647668393782
+2016-08-30 18:12:23,130 DEBUG: Best view : View0
+2016-08-30 18:12:27,517 DEBUG: Start: Iteration 62
+2016-08-30 18:12:27,539 DEBUG: View 0 : 0.637305699482
+2016-08-30 18:12:27,559 DEBUG: View 1 : 0.440414507772
+2016-08-30 18:12:27,580 DEBUG: View 2 : 0.383419689119
+2016-08-30 18:12:27,603 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:12:28,398 DEBUG: Best view : View0
+2016-08-30 18:12:32,854 DEBUG: Start: Iteration 63
+2016-08-30 18:12:32,876 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:12:32,896 DEBUG: View 1 : 0.455958549223
+2016-08-30 18:12:32,916 DEBUG: View 2 : 0.471502590674
+2016-08-30 18:12:32,939 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:12:33,743 DEBUG: Best view : View0
+2016-08-30 18:12:38,247 DEBUG: Start: Iteration 64
+2016-08-30 18:12:38,269 DEBUG: View 0 : 0.715025906736
+2016-08-30 18:12:38,289 DEBUG: View 1 : 0.487046632124
+2016-08-30 18:12:38,309 DEBUG: View 2 : 0.419689119171
+2016-08-30 18:12:38,331 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:12:39,141 DEBUG: Best view : View0
+2016-08-30 18:12:43,720 DEBUG: Start: Iteration 65
+2016-08-30 18:12:43,742 DEBUG: View 0 : 0.564766839378
+2016-08-30 18:12:43,762 DEBUG: View 1 : 0.424870466321
+2016-08-30 18:12:43,782 DEBUG: View 2 : 0.466321243523
+2016-08-30 18:12:43,805 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:12:44,626 DEBUG: Best view : View0
+2016-08-30 18:12:49,278 DEBUG: Start: Iteration 66
+2016-08-30 18:12:49,300 DEBUG: View 0 : 0.580310880829
+2016-08-30 18:12:49,320 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:12:49,341 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:12:49,364 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:12:50,205 DEBUG: Best view : View0
+2016-08-30 18:12:54,913 DEBUG: Start: Iteration 67
+2016-08-30 18:12:54,935 DEBUG: View 0 : 0.704663212435
+2016-08-30 18:12:54,955 DEBUG: View 1 : 0.430051813472
+2016-08-30 18:12:54,975 DEBUG: View 2 : 0.440414507772
+2016-08-30 18:12:54,998 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:12:55,833 DEBUG: Best view : View0
+2016-08-30 18:13:00,621 DEBUG: Start: Iteration 68
+2016-08-30 18:13:00,643 DEBUG: View 0 : 0.673575129534
+2016-08-30 18:13:00,663 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:13:00,683 DEBUG: View 2 : 0.40414507772
+2016-08-30 18:13:00,706 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:13:01,552 DEBUG: Best view : View0
+2016-08-30 18:13:06,395 DEBUG: Start: Iteration 69
+2016-08-30 18:13:06,416 DEBUG: View 0 : 0.621761658031
+2016-08-30 18:13:06,437 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:13:06,457 DEBUG: View 2 : 0.575129533679
+2016-08-30 18:13:06,481 DEBUG: View 3 : 0.60103626943
+2016-08-30 18:13:07,332 DEBUG: Best view : View0
+2016-08-30 18:13:12,270 DEBUG: Start: Iteration 70
+2016-08-30 18:13:12,292 DEBUG: View 0 : 0.668393782383
+2016-08-30 18:13:12,312 DEBUG: View 1 : 0.300518134715
+2016-08-30 18:13:12,332 DEBUG: View 2 : 0.523316062176
+2016-08-30 18:13:12,355 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:13:13,213 DEBUG: Best view : View0
+2016-08-30 18:13:18,225 DEBUG: Start: Iteration 71
+2016-08-30 18:13:18,248 DEBUG: View 0 : 0.704663212435
+2016-08-30 18:13:18,269 DEBUG: View 1 : 0.430051813472
+2016-08-30 18:13:18,289 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:13:18,311 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:13:19,177 DEBUG: Best view : View0
+2016-08-30 18:13:24,253 DEBUG: Start: Iteration 72
+2016-08-30 18:13:24,275 DEBUG: View 0 : 0.694300518135
+2016-08-30 18:13:24,294 DEBUG: View 1 : 0.455958549223
+2016-08-30 18:13:24,315 DEBUG: View 2 : 0.461139896373
+2016-08-30 18:13:24,338 DEBUG: View 3 : 0.59585492228
+2016-08-30 18:13:25,216 DEBUG: Best view : View0
+2016-08-30 18:13:30,373 DEBUG: Start: Iteration 73
+2016-08-30 18:13:30,394 DEBUG: View 0 : 0.60103626943
+2016-08-30 18:13:30,415 DEBUG: View 1 : 0.373056994819
+2016-08-30 18:13:30,435 DEBUG: View 2 : 0.528497409326
+2016-08-30 18:13:30,458 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:13:31,345 DEBUG: Best view : View0
+2016-08-30 18:13:36,596 DEBUG: Start: Iteration 74
+2016-08-30 18:13:36,618 DEBUG: View 0 : 0.549222797927
+2016-08-30 18:13:36,638 DEBUG: View 1 : 0.430051813472
+2016-08-30 18:13:36,658 DEBUG: View 2 : 0.424870466321
+2016-08-30 18:13:36,681 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:13:37,576 DEBUG: Best view : View0
+2016-08-30 18:13:42,892 DEBUG: Start: Iteration 75
+2016-08-30 18:13:42,914 DEBUG: View 0 : 0.507772020725
+2016-08-30 18:13:42,935 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:13:42,955 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:13:42,978 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:13:43,885 DEBUG: Best view : View3
+2016-08-30 18:13:49,276 DEBUG: Start: Iteration 76
+2016-08-30 18:13:49,297 DEBUG: View 0 : 0.59067357513
+2016-08-30 18:13:49,316 DEBUG: View 1 : 0.492227979275
+2016-08-30 18:13:49,337 DEBUG: View 2 : 0.455958549223
+2016-08-30 18:13:49,360 DEBUG: View 3 : 0.616580310881
+2016-08-30 18:13:50,280 DEBUG: Best view : View3
+2016-08-30 18:13:55,719 DEBUG: Start: Iteration 77
+2016-08-30 18:13:55,741 DEBUG: View 0 : 0.668393782383
+2016-08-30 18:13:55,761 DEBUG: View 1 : 0.326424870466
+2016-08-30 18:13:55,782 DEBUG: View 2 : 0.497409326425
+2016-08-30 18:13:55,807 DEBUG: View 3 : 0.575129533679
+2016-08-30 18:13:56,721 DEBUG: Best view : View0
+2016-08-30 18:14:02,230 DEBUG: Start: Iteration 78
+2016-08-30 18:14:02,252 DEBUG: View 0 : 0.626943005181
+2016-08-30 18:14:02,272 DEBUG: View 1 : 0.383419689119
+2016-08-30 18:14:02,292 DEBUG: View 2 : 0.39896373057
+2016-08-30 18:14:02,316 DEBUG: View 3 : 0.575129533679
+2016-08-30 18:14:03,248 DEBUG: Best view : View0
+2016-08-30 18:14:08,839 DEBUG: Start: Iteration 79
+2016-08-30 18:14:08,861 DEBUG: View 0 : 0.678756476684
+2016-08-30 18:14:08,880 DEBUG: View 1 : 0.445595854922
+2016-08-30 18:14:08,900 DEBUG: View 2 : 0.528497409326
+2016-08-30 18:14:08,923 DEBUG: View 3 : 0.580310880829
+2016-08-30 18:14:09,860 DEBUG: Best view : View0
+2016-08-30 18:14:15,500 DEBUG: Start: Iteration 80
+2016-08-30 18:14:15,522 DEBUG: View 0 : 0.616580310881
+2016-08-30 18:14:15,542 DEBUG: View 1 : 0.419689119171
+2016-08-30 18:14:15,562 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:14:15,585 DEBUG: View 3 : 0.616580310881
+2016-08-30 18:14:16,527 DEBUG: Best view : View3
+2016-08-30 18:14:22,247 DEBUG: Start: Iteration 81
+2016-08-30 18:14:22,269 DEBUG: View 0 : 0.709844559585
+2016-08-30 18:14:22,289 DEBUG: View 1 : 0.352331606218
+2016-08-30 18:14:22,309 DEBUG: View 2 : 0.497409326425
+2016-08-30 18:14:22,332 DEBUG: View 3 : 0.689119170984
+2016-08-30 18:14:23,284 DEBUG: Best view : View0
+2016-08-30 18:14:29,071 DEBUG: Start: Iteration 82
+2016-08-30 18:14:29,093 DEBUG: View 0 : 0.735751295337
+2016-08-30 18:14:29,114 DEBUG: View 1 : 0.352331606218
+2016-08-30 18:14:29,133 DEBUG: View 2 : 0.471502590674
+2016-08-30 18:14:29,156 DEBUG: View 3 : 0.683937823834
+2016-08-30 18:14:30,109 DEBUG: Best view : View0
+2016-08-30 18:14:35,965 DEBUG: Start: Iteration 83
+2016-08-30 18:14:35,987 DEBUG: View 0 : 0.59067357513
+2016-08-30 18:14:36,007 DEBUG: View 1 : 0.362694300518
+2016-08-30 18:14:36,027 DEBUG: View 2 : 0.39378238342
+2016-08-30 18:14:36,050 DEBUG: View 3 : 0.487046632124
+2016-08-30 18:14:37,027 DEBUG: Best view : View0
+2016-08-30 18:14:42,964 DEBUG: Start: Iteration 84
+2016-08-30 18:14:42,985 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:14:43,005 DEBUG: View 1 : 0.430051813472
+2016-08-30 18:14:43,025 DEBUG: View 2 : 0.523316062176
+2016-08-30 18:14:43,048 DEBUG: View 3 : 0.673575129534
+2016-08-30 18:14:44,024 DEBUG: Best view : View0
+2016-08-30 18:14:50,051 DEBUG: Start: Iteration 85
+2016-08-30 18:14:50,074 DEBUG: View 0 : 0.678756476684
+2016-08-30 18:14:50,094 DEBUG: View 1 : 0.481865284974
+2016-08-30 18:14:50,114 DEBUG: View 2 : 0.481865284974
+2016-08-30 18:14:50,138 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:14:51,118 DEBUG: Best view : View0
+2016-08-30 18:14:57,216 DEBUG: Start: Iteration 86
+2016-08-30 18:14:57,238 DEBUG: View 0 : 0.668393782383
+2016-08-30 18:14:57,258 DEBUG: View 1 : 0.492227979275
+2016-08-30 18:14:57,279 DEBUG: View 2 : 0.533678756477
+2016-08-30 18:14:57,302 DEBUG: View 3 : 0.658031088083
+2016-08-30 18:14:58,296 DEBUG: Best view : View0
+2016-08-30 18:15:04,438 DEBUG: Start: Iteration 87
+2016-08-30 18:15:04,460 DEBUG: View 0 : 0.658031088083
+2016-08-30 18:15:04,481 DEBUG: View 1 : 0.378238341969
+2016-08-30 18:15:04,501 DEBUG: View 2 : 0.471502590674
+2016-08-30 18:15:04,526 DEBUG: View 3 : 0.658031088083
+2016-08-30 18:15:05,533 DEBUG: Best view : View3
+2016-08-30 18:15:11,746 DEBUG: Start: Iteration 88
+2016-08-30 18:15:11,768 DEBUG: View 0 : 0.621761658031
+2016-08-30 18:15:11,788 DEBUG: View 1 : 0.362694300518
+2016-08-30 18:15:11,808 DEBUG: View 2 : 0.507772020725
+2016-08-30 18:15:11,831 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:15:12,827 DEBUG: Best view : View0
+2016-08-30 18:15:19,098 DEBUG: Start: Iteration 89
+2016-08-30 18:15:19,120 DEBUG: View 0 : 0.60103626943
+2016-08-30 18:15:19,140 DEBUG: View 1 : 0.326424870466
+2016-08-30 18:15:19,159 DEBUG: View 2 : 0.336787564767
+2016-08-30 18:15:19,182 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:15:20,192 DEBUG: Best view : View0
+2016-08-30 18:15:26,555 DEBUG: Start: Iteration 90
+2016-08-30 18:15:26,576 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:15:26,596 DEBUG: View 1 : 0.40414507772
+2016-08-30 18:15:26,616 DEBUG: View 2 : 0.419689119171
+2016-08-30 18:15:26,639 DEBUG: View 3 : 0.585492227979
+2016-08-30 18:15:27,660 DEBUG: Best view : View0
+2016-08-30 18:15:34,088 DEBUG: Start: Iteration 91
+2016-08-30 18:15:34,109 DEBUG: View 0 : 0.673575129534
+2016-08-30 18:15:34,129 DEBUG: View 1 : 0.430051813472
+2016-08-30 18:15:34,149 DEBUG: View 2 : 0.518134715026
+2016-08-30 18:15:34,172 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:15:35,197 DEBUG: Best view : View0
+2016-08-30 18:15:41,717 DEBUG: Start: Iteration 92
+2016-08-30 18:15:41,740 DEBUG: View 0 : 0.632124352332
+2016-08-30 18:15:41,760 DEBUG: View 1 : 0.352331606218
+2016-08-30 18:15:41,780 DEBUG: View 2 : 0.481865284974
+2016-08-30 18:15:41,804 DEBUG: View 3 : 0.414507772021
+2016-08-30 18:15:42,855 DEBUG: Best view : View0
+2016-08-30 18:15:49,424 DEBUG: Start: Iteration 93
+2016-08-30 18:15:49,445 DEBUG: View 0 : 0.689119170984
+2016-08-30 18:15:49,465 DEBUG: View 1 : 0.663212435233
+2016-08-30 18:15:49,485 DEBUG: View 2 : 0.528497409326
+2016-08-30 18:15:49,508 DEBUG: View 3 : 0.424870466321
+2016-08-30 18:15:50,550 DEBUG: Best view : View1
+2016-08-30 18:15:57,193 DEBUG: Start: Iteration 94
+2016-08-30 18:15:57,215 DEBUG: View 0 : 0.616580310881
+2016-08-30 18:15:57,235 DEBUG: View 1 : 0.383419689119
+2016-08-30 18:15:57,255 DEBUG: View 2 : 0.419689119171
+2016-08-30 18:15:57,278 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:15:58,327 DEBUG: Best view : View0
+2016-08-30 18:16:05,060 DEBUG: Start: Iteration 95
+2016-08-30 18:16:05,082 DEBUG: View 0 : 0.715025906736
+2016-08-30 18:16:05,102 DEBUG: View 1 : 0.502590673575
+2016-08-30 18:16:05,122 DEBUG: View 2 : 0.497409326425
+2016-08-30 18:16:05,146 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:16:06,198 DEBUG: Best view : View0
+2016-08-30 18:16:12,972 DEBUG: Start: Iteration 96
+2016-08-30 18:16:12,993 DEBUG: View 0 : 0.611398963731
+2016-08-30 18:16:13,014 DEBUG: View 1 : 0.466321243523
+2016-08-30 18:16:13,034 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:16:13,058 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:16:14,121 DEBUG: Best view : View0
+2016-08-30 18:16:20,958 DEBUG: Start: Iteration 97
+2016-08-30 18:16:20,980 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:16:21,000 DEBUG: View 1 : 0.59067357513
+2016-08-30 18:16:21,020 DEBUG: View 2 : 0.461139896373
+2016-08-30 18:16:21,044 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:16:22,111 DEBUG: Best view : View0
+2016-08-30 18:16:29,051 DEBUG: Start: Iteration 98
+2016-08-30 18:16:29,072 DEBUG: View 0 : 0.663212435233
+2016-08-30 18:16:29,092 DEBUG: View 1 : 0.580310880829
+2016-08-30 18:16:29,112 DEBUG: View 2 : 0.559585492228
+2016-08-30 18:16:29,136 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:16:30,220 DEBUG: Best view : View0
+2016-08-30 18:16:37,238 DEBUG: Start: Iteration 99
+2016-08-30 18:16:37,260 DEBUG: View 0 : 0.528497409326
+2016-08-30 18:16:37,279 DEBUG: View 1 : 0.414507772021
+2016-08-30 18:16:37,300 DEBUG: View 2 : 0.549222797927
+2016-08-30 18:16:37,323 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:16:38,423 DEBUG: Best view : View2
+2016-08-30 18:16:45,506 DEBUG: Start: Iteration 100
+2016-08-30 18:16:45,528 DEBUG: View 0 : 0.621761658031
+2016-08-30 18:16:45,548 DEBUG: View 1 : 0.373056994819
+2016-08-30 18:16:45,569 DEBUG: View 2 : 0.471502590674
+2016-08-30 18:16:45,592 DEBUG: View 3 : 0.647668393782
+2016-08-30 18:16:46,692 DEBUG: Best view : View3
+2016-08-30 18:16:53,824 DEBUG: Start: Iteration 101
+2016-08-30 18:16:53,845 DEBUG: View 0 : 0.663212435233
+2016-08-30 18:16:53,865 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:16:53,886 DEBUG: View 2 : 0.430051813472
+2016-08-30 18:16:53,909 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:16:55,008 DEBUG: Best view : View0
+2016-08-30 18:17:02,206 DEBUG: Start: Iteration 102
+2016-08-30 18:17:02,228 DEBUG: View 0 : 0.559585492228
+2016-08-30 18:17:02,247 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:17:02,267 DEBUG: View 2 : 0.580310880829
+2016-08-30 18:17:02,290 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:17:03,405 DEBUG: Best view : View2
+2016-08-30 18:17:10,654 DEBUG: Start: Iteration 103
+2016-08-30 18:17:10,676 DEBUG: View 0 : 0.689119170984
+2016-08-30 18:17:10,696 DEBUG: View 1 : 0.40932642487
+2016-08-30 18:17:10,716 DEBUG: View 2 : 0.430051813472
+2016-08-30 18:17:10,740 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:17:11,862 DEBUG: Best view : View0
+2016-08-30 18:17:19,214 DEBUG: Start: Iteration 104
+2016-08-30 18:17:19,236 DEBUG: View 0 : 0.637305699482
+2016-08-30 18:17:19,257 DEBUG: View 1 : 0.40932642487
+2016-08-30 18:17:19,277 DEBUG: View 2 : 0.450777202073
+2016-08-30 18:17:19,300 DEBUG: View 3 : 0.766839378238
+2016-08-30 18:17:20,434 DEBUG: Best view : View3
+2016-08-30 18:17:27,855 DEBUG: Start: Iteration 105
+2016-08-30 18:17:27,877 DEBUG: View 0 : 0.658031088083
+2016-08-30 18:17:27,896 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:17:27,917 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:17:27,940 DEBUG: View 3 : 0.528497409326
+2016-08-30 18:17:29,074 DEBUG: Best view : View0
+2016-08-30 18:17:36,566 DEBUG: Start: Iteration 106
+2016-08-30 18:17:36,588 DEBUG: View 0 : 0.720207253886
+2016-08-30 18:17:36,609 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:17:36,629 DEBUG: View 2 : 0.497409326425
+2016-08-30 18:17:36,653 DEBUG: View 3 : 0.435233160622
+2016-08-30 18:17:37,795 DEBUG: Best view : View0
+2016-08-30 18:17:45,375 DEBUG: Start: Iteration 107
+2016-08-30 18:17:45,396 DEBUG: View 0 : 0.683937823834
+2016-08-30 18:17:45,416 DEBUG: View 1 : 0.569948186528
+2016-08-30 18:17:45,437 DEBUG: View 2 : 0.430051813472
+2016-08-30 18:17:45,461 DEBUG: View 3 : 0.699481865285
+2016-08-30 18:17:46,611 DEBUG: Best view : View3
+2016-08-30 18:17:54,238 DEBUG: Start: Iteration 108
+2016-08-30 18:17:54,260 DEBUG: View 0 : 0.709844559585
+2016-08-30 18:17:54,280 DEBUG: View 1 : 0.435233160622
+2016-08-30 18:17:54,300 DEBUG: View 2 : 0.424870466321
+2016-08-30 18:17:54,324 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:17:55,480 DEBUG: Best view : View0
+2016-08-30 18:18:03,222 DEBUG: Start: Iteration 109
+2016-08-30 18:18:03,244 DEBUG: View 0 : 0.523316062176
+2016-08-30 18:18:03,264 DEBUG: View 1 : 0.455958549223
+2016-08-30 18:18:03,284 DEBUG: View 2 : 0.435233160622
+2016-08-30 18:18:03,308 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:18:04,471 DEBUG: Best view : View0
+2016-08-30 18:18:12,234 DEBUG: Start: Iteration 110
+2016-08-30 18:18:12,255 DEBUG: View 0 : 0.642487046632
+2016-08-30 18:18:12,275 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:18:12,295 DEBUG: View 2 : 0.564766839378
+2016-08-30 18:18:12,318 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:18:13,490 DEBUG: Best view : View0
+2016-08-30 18:18:21,373 DEBUG: Start: Iteration 111
+2016-08-30 18:18:21,395 DEBUG: View 0 : 0.709844559585
+2016-08-30 18:18:21,415 DEBUG: View 1 : 0.435233160622
+2016-08-30 18:18:21,435 DEBUG: View 2 : 0.523316062176
+2016-08-30 18:18:21,459 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:18:22,644 DEBUG: Best view : View0
+2016-08-30 18:18:30,560 DEBUG: Start: Iteration 112
+2016-08-30 18:18:30,581 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:18:30,601 DEBUG: View 1 : 0.362694300518
+2016-08-30 18:18:30,621 DEBUG: View 2 : 0.430051813472
+2016-08-30 18:18:30,644 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:18:31,831 DEBUG: Best view : View0
+2016-08-30 18:18:39,812 DEBUG: Start: Iteration 113
+2016-08-30 18:18:39,835 DEBUG: View 0 : 0.60621761658
+2016-08-30 18:18:39,854 DEBUG: View 1 : 0.533678756477
+2016-08-30 18:18:39,875 DEBUG: View 2 : 0.518134715026
+2016-08-30 18:18:39,898 DEBUG: View 3 : 0.689119170984
+2016-08-30 18:18:41,100 DEBUG: Best view : View3
+2016-08-30 18:18:49,192 DEBUG: Start: Iteration 114
+2016-08-30 18:18:49,213 DEBUG: View 0 : 0.683937823834
+2016-08-30 18:18:49,233 DEBUG: View 1 : 0.487046632124
+2016-08-30 18:18:49,254 DEBUG: View 2 : 0.461139896373
+2016-08-30 18:18:49,278 DEBUG: View 3 : 0.538860103627
+2016-08-30 18:18:50,482 DEBUG: Best view : View0
+2016-08-30 18:18:58,649 DEBUG: Start: Iteration 115
+2016-08-30 18:18:58,671 DEBUG: View 0 : 0.683937823834
+2016-08-30 18:18:58,692 DEBUG: View 1 : 0.59067357513
+2016-08-30 18:18:58,712 DEBUG: View 2 : 0.445595854922
+2016-08-30 18:18:58,735 DEBUG: View 3 : 0.440414507772
+2016-08-30 18:18:59,959 DEBUG: Best view : View0
+2016-08-30 18:19:08,174 DEBUG: Start: Iteration 116
+2016-08-30 18:19:08,196 DEBUG: View 0 : 0.683937823834
+2016-08-30 18:19:08,216 DEBUG: View 1 : 0.373056994819
+2016-08-30 18:19:08,236 DEBUG: View 2 : 0.419689119171
+2016-08-30 18:19:08,259 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:19:09,476 DEBUG: Best view : View0
+2016-08-30 18:19:17,772 DEBUG: Start: Iteration 117
+2016-08-30 18:19:17,794 DEBUG: View 0 : 0.694300518135
+2016-08-30 18:19:17,813 DEBUG: View 1 : 0.430051813472
+2016-08-30 18:19:17,834 DEBUG: View 2 : 0.60103626943
+2016-08-30 18:19:17,857 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:19:19,088 DEBUG: Best view : View0
+2016-08-30 18:19:27,475 DEBUG: Start: Iteration 118
+2016-08-30 18:19:27,497 DEBUG: View 0 : 0.549222797927
+2016-08-30 18:19:27,517 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:19:27,540 DEBUG: View 2 : 0.481865284974
+2016-08-30 18:19:27,564 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:19:28,813 DEBUG: Best view : View0
+2016-08-30 18:19:37,257 DEBUG: Start: Iteration 119
+2016-08-30 18:19:37,279 DEBUG: View 0 : 0.626943005181
+2016-08-30 18:19:37,299 DEBUG: View 1 : 0.414507772021
+2016-08-30 18:19:37,320 DEBUG: View 2 : 0.445595854922
+2016-08-30 18:19:37,344 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:19:38,590 DEBUG: Best view : View0
+2016-08-30 18:19:47,097 DEBUG: Start: Iteration 120
+2016-08-30 18:19:47,119 DEBUG: View 0 : 0.502590673575
+2016-08-30 18:19:47,139 DEBUG: View 1 : 0.455958549223
+2016-08-30 18:19:47,159 DEBUG: View 2 : 0.60103626943
+2016-08-30 18:19:47,182 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:19:48,464 DEBUG: Best view : View2
+2016-08-30 18:19:57,033 DEBUG: Start: Iteration 121
+2016-08-30 18:19:57,056 DEBUG: View 0 : 0.60621761658
+2016-08-30 18:19:57,076 DEBUG: View 1 : 0.357512953368
+2016-08-30 18:19:57,097 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:19:57,121 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:19:58,374 DEBUG: Best view : View0
+2016-08-30 18:20:07,044 DEBUG: Start: Iteration 122
+2016-08-30 18:20:07,067 DEBUG: View 0 : 0.709844559585
+2016-08-30 18:20:07,087 DEBUG: View 1 : 0.362694300518
+2016-08-30 18:20:07,108 DEBUG: View 2 : 0.512953367876
+2016-08-30 18:20:07,132 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:20:08,401 DEBUG: Best view : View0
+2016-08-30 18:20:17,128 DEBUG: Start: Iteration 123
+2016-08-30 18:20:17,150 DEBUG: View 0 : 0.626943005181
+2016-08-30 18:20:17,170 DEBUG: View 1 : 0.580310880829
+2016-08-30 18:20:17,190 DEBUG: View 2 : 0.455958549223
+2016-08-30 18:20:17,214 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:20:18,496 DEBUG: Best view : View0
+2016-08-30 18:20:27,323 DEBUG: Start: Iteration 124
+2016-08-30 18:20:27,345 DEBUG: View 0 : 0.637305699482
+2016-08-30 18:20:27,365 DEBUG: View 1 : 0.528497409326
+2016-08-30 18:20:27,386 DEBUG: View 2 : 0.461139896373
+2016-08-30 18:20:27,409 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:20:28,697 DEBUG: Best view : View0
+2016-08-30 18:20:37,595 DEBUG: Start: Iteration 125
+2016-08-30 18:20:37,617 DEBUG: View 0 : 0.704663212435
+2016-08-30 18:20:37,637 DEBUG: View 1 : 0.487046632124
+2016-08-30 18:20:37,657 DEBUG: View 2 : 0.466321243523
+2016-08-30 18:20:37,680 DEBUG: View 3 : 0.575129533679
+2016-08-30 18:20:38,969 DEBUG: Best view : View0
+2016-08-30 18:20:47,953 DEBUG: Start: Iteration 126
+2016-08-30 18:20:47,975 DEBUG: View 0 : 0.632124352332
+2016-08-30 18:20:47,995 DEBUG: View 1 : 0.430051813472
+2016-08-30 18:20:48,015 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:20:48,038 DEBUG: View 3 : 0.616580310881
+2016-08-30 18:20:49,341 DEBUG: Best view : View3
+2016-08-30 18:20:58,368 DEBUG: Start: Iteration 127
+2016-08-30 18:20:58,391 DEBUG: View 0 : 0.694300518135
+2016-08-30 18:20:58,411 DEBUG: View 1 : 0.414507772021
+2016-08-30 18:20:58,431 DEBUG: View 2 : 0.445595854922
+2016-08-30 18:20:58,455 DEBUG: View 3 : 0.652849740933
+2016-08-30 18:20:59,765 DEBUG: Best view : View0
+2016-08-30 18:21:08,909 DEBUG: Start: Iteration 128
+2016-08-30 18:21:08,931 DEBUG: View 0 : 0.694300518135
+2016-08-30 18:21:08,951 DEBUG: View 1 : 0.440414507772
+2016-08-30 18:21:08,971 DEBUG: View 2 : 0.435233160622
+2016-08-30 18:21:08,994 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:21:10,327 DEBUG: Best view : View0
+2016-08-30 18:21:19,511 DEBUG: Start: Iteration 129
+2016-08-30 18:21:19,533 DEBUG: View 0 : 0.523316062176
+2016-08-30 18:21:19,553 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:21:19,573 DEBUG: View 2 : 0.440414507772
+2016-08-30 18:21:19,597 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:21:20,923 DEBUG: Best view : View0
+2016-08-30 18:21:30,171 DEBUG: Start: Iteration 130
+2016-08-30 18:21:30,194 DEBUG: View 0 : 0.642487046632
+2016-08-30 18:21:30,214 DEBUG: View 1 : 0.471502590674
+2016-08-30 18:21:30,234 DEBUG: View 2 : 0.512953367876
+2016-08-30 18:21:30,257 DEBUG: View 3 : 0.611398963731
+2016-08-30 18:21:31,614 DEBUG: Best view : View0
+2016-08-30 18:21:40,927 DEBUG: Start: Iteration 131
+2016-08-30 18:21:40,949 DEBUG: View 0 : 0.668393782383
+2016-08-30 18:21:40,969 DEBUG: View 1 : 0.492227979275
+2016-08-30 18:21:40,989 DEBUG: View 2 : 0.341968911917
+2016-08-30 18:21:41,012 DEBUG: View 3 : 0.658031088083
+2016-08-30 18:21:42,383 DEBUG: Best view : View0
+2016-08-30 18:21:51,754 DEBUG: Start: Iteration 132
+2016-08-30 18:21:51,776 DEBUG: View 0 : 0.59585492228
+2016-08-30 18:21:51,796 DEBUG: View 1 : 0.326424870466
+2016-08-30 18:21:51,816 DEBUG: View 2 : 0.512953367876
+2016-08-30 18:21:51,840 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:21:53,231 DEBUG: Best view : View0
+2016-08-30 18:22:02,700 DEBUG: Start: Iteration 133
+2016-08-30 18:22:02,722 DEBUG: View 0 : 0.616580310881
+2016-08-30 18:22:02,742 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:22:02,762 DEBUG: View 2 : 0.60621761658
+2016-08-30 18:22:02,785 DEBUG: View 3 : 0.559585492228
+2016-08-30 18:22:04,181 DEBUG: Best view : View0
+2016-08-30 18:22:13,718 DEBUG: Start: Iteration 134
+2016-08-30 18:22:13,741 DEBUG: View 0 : 0.689119170984
+2016-08-30 18:22:13,760 DEBUG: View 1 : 0.341968911917
+2016-08-30 18:22:13,781 DEBUG: View 2 : 0.321243523316
+2016-08-30 18:22:13,804 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:22:15,219 DEBUG: Best view : View0
+2016-08-30 18:22:24,830 DEBUG: Start: Iteration 135
+2016-08-30 18:22:24,852 DEBUG: View 0 : 0.652849740933
+2016-08-30 18:22:24,872 DEBUG: View 1 : 0.564766839378
+2016-08-30 18:22:24,893 DEBUG: View 2 : 0.455958549223
+2016-08-30 18:22:24,916 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:22:26,334 DEBUG: Best view : View0
+2016-08-30 18:22:36,060 DEBUG: Start: Iteration 136
+2016-08-30 18:22:36,082 DEBUG: View 0 : 0.616580310881
+2016-08-30 18:22:36,103 DEBUG: View 1 : 0.40932642487
+2016-08-30 18:22:36,123 DEBUG: View 2 : 0.373056994819
+2016-08-30 18:22:36,147 DEBUG: View 3 : 0.60621761658
+2016-08-30 18:22:37,575 DEBUG: Best view : View0
+2016-08-30 18:22:47,313 DEBUG: Start: Iteration 137
+2016-08-30 18:22:47,335 DEBUG: View 0 : 0.730569948187
+2016-08-30 18:22:47,356 DEBUG: View 1 : 0.300518134715
+2016-08-30 18:22:47,376 DEBUG: View 2 : 0.461139896373
+2016-08-30 18:22:47,399 DEBUG: View 3 : 0.652849740933
+2016-08-30 18:22:48,879 DEBUG: Best view : View0
+2016-08-30 18:22:58,711 DEBUG: Start: Iteration 138
+2016-08-30 18:22:58,733 DEBUG: View 0 : 0.709844559585
+2016-08-30 18:22:58,753 DEBUG: View 1 : 0.331606217617
+2016-08-30 18:22:58,773 DEBUG: View 2 : 0.357512953368
+2016-08-30 18:22:58,796 DEBUG: View 3 : 0.414507772021
+2016-08-30 18:23:00,239 DEBUG: Best view : View0
+2016-08-30 18:23:10,104 DEBUG: Start: Iteration 139
+2016-08-30 18:23:10,126 DEBUG: View 0 : 0.668393782383
+2016-08-30 18:23:10,146 DEBUG: View 1 : 0.450777202073
+2016-08-30 18:23:10,166 DEBUG: View 2 : 0.60621761658
+2016-08-30 18:23:10,190 DEBUG: View 3 : 0.621761658031
+2016-08-30 18:23:11,626 DEBUG: Best view : View0
+2016-08-30 18:23:21,587 DEBUG: Start: Iteration 140
+2016-08-30 18:23:21,609 DEBUG: View 0 : 0.538860103627
+2016-08-30 18:23:21,628 DEBUG: View 1 : 0.300518134715
+2016-08-30 18:23:21,648 DEBUG: View 2 : 0.585492227979
+2016-08-30 18:23:21,671 DEBUG: View 3 : 0.694300518135
+2016-08-30 18:23:23,119 DEBUG: Best view : View3
+2016-08-30 18:23:33,147 DEBUG: Start: Iteration 141
+2016-08-30 18:23:33,170 DEBUG: View 0 : 0.466321243523
+2016-08-30 18:23:33,191 DEBUG: View 1 : 0.481865284974
+2016-08-30 18:23:33,211 DEBUG: View 2 : 0.476683937824
+2016-08-30 18:23:33,236 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:23:33,236 WARNING: WARNING: All bad for iteration 140
+2016-08-30 18:23:34,705 DEBUG: Best view : View3
+2016-08-30 18:23:44,842 DEBUG: Start: Iteration 142
+2016-08-30 18:23:44,863 DEBUG: View 0 : 0.704663212435
+2016-08-30 18:23:44,883 DEBUG: View 1 : 0.383419689119
+2016-08-30 18:23:44,904 DEBUG: View 2 : 0.564766839378
+2016-08-30 18:23:44,927 DEBUG: View 3 : 0.844559585492
+2016-08-30 18:23:46,405 DEBUG: Best view : View3
+2016-08-30 18:23:56,560 DEBUG: Start: Iteration 143
+2016-08-30 18:23:56,582 DEBUG: View 0 : 0.538860103627
+2016-08-30 18:23:56,602 DEBUG: View 1 : 0.40932642487
+2016-08-30 18:23:56,623 DEBUG: View 2 : 0.497409326425
+2016-08-30 18:23:56,646 DEBUG: View 3 : 0.689119170984
+2016-08-30 18:23:58,123 DEBUG: Best view : View3
+2016-08-30 18:24:08,416 DEBUG: Start: Iteration 144
+2016-08-30 18:24:08,437 DEBUG: View 0 : 0.647668393782
+2016-08-30 18:24:08,457 DEBUG: View 1 : 0.471502590674
+2016-08-30 18:24:08,477 DEBUG: View 2 : 0.538860103627
+2016-08-30 18:24:08,500 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:24:09,976 DEBUG: Best view : View0
+2016-08-30 18:24:20,283 DEBUG: Start: Iteration 145
+2016-08-30 18:24:20,305 DEBUG: View 0 : 0.704663212435
+2016-08-30 18:24:20,325 DEBUG: View 1 : 0.424870466321
+2016-08-30 18:24:20,346 DEBUG: View 2 : 0.512953367876
+2016-08-30 18:24:20,369 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:24:21,859 DEBUG: Best view : View0
+2016-08-30 18:24:32,236 DEBUG: Start: Iteration 146
+2016-08-30 18:24:32,258 DEBUG: View 0 : 0.79792746114
+2016-08-30 18:24:32,278 DEBUG: View 1 : 0.419689119171
+2016-08-30 18:24:32,298 DEBUG: View 2 : 0.445595854922
+2016-08-30 18:24:32,322 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:24:33,830 DEBUG: Best view : View0
+2016-08-30 18:24:44,294 DEBUG: Start: Iteration 147
+2016-08-30 18:24:44,317 DEBUG: View 0 : 0.580310880829
+2016-08-30 18:24:44,336 DEBUG: View 1 : 0.471502590674
+2016-08-30 18:24:44,356 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:24:44,380 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:24:45,901 DEBUG: Best view : View0
+2016-08-30 18:24:56,446 DEBUG: Start: Iteration 148
+2016-08-30 18:24:56,468 DEBUG: View 0 : 0.518134715026
+2016-08-30 18:24:56,488 DEBUG: View 1 : 0.40932642487
+2016-08-30 18:24:56,508 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:24:56,532 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:24:58,049 DEBUG: Best view : View0
+2016-08-30 18:25:08,670 DEBUG: Start: Iteration 149
+2016-08-30 18:25:08,692 DEBUG: View 0 : 0.569948186528
+2016-08-30 18:25:08,712 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:25:08,732 DEBUG: View 2 : 0.414507772021
+2016-08-30 18:25:08,755 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:25:10,266 DEBUG: Best view : View0
+2016-08-30 18:25:20,921 DEBUG: Start: Iteration 150
+2016-08-30 18:25:20,943 DEBUG: View 0 : 0.59585492228
+2016-08-30 18:25:20,962 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:25:20,983 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:25:21,006 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:25:22,500 DEBUG: Best view : View0
+2016-08-30 18:25:33,269 DEBUG: Start: Iteration 151
+2016-08-30 18:25:33,291 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:25:33,311 DEBUG: View 1 : 0.533678756477
+2016-08-30 18:25:33,331 DEBUG: View 2 : 0.455958549223
+2016-08-30 18:25:33,354 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:25:34,880 DEBUG: Best view : View0
+2016-08-30 18:25:45,689 DEBUG: Start: Iteration 152
+2016-08-30 18:25:45,711 DEBUG: View 0 : 0.735751295337
+2016-08-30 18:25:45,730 DEBUG: View 1 : 0.383419689119
+2016-08-30 18:25:45,751 DEBUG: View 2 : 0.40414507772
+2016-08-30 18:25:45,774 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:25:47,312 DEBUG: Best view : View0
+2016-08-30 18:25:58,204 DEBUG: Start: Iteration 153
+2016-08-30 18:25:58,226 DEBUG: View 0 : 0.694300518135
+2016-08-30 18:25:58,246 DEBUG: View 1 : 0.373056994819
+2016-08-30 18:25:58,266 DEBUG: View 2 : 0.533678756477
+2016-08-30 18:25:58,289 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:25:59,853 DEBUG: Best view : View0
+2016-08-30 18:26:10,815 DEBUG: Start: Iteration 154
+2016-08-30 18:26:10,836 DEBUG: View 0 : 0.533678756477
+2016-08-30 18:26:10,856 DEBUG: View 1 : 0.528497409326
+2016-08-30 18:26:10,877 DEBUG: View 2 : 0.637305699482
+2016-08-30 18:26:10,901 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:26:12,484 DEBUG: Best view : View2
+2016-08-30 18:26:23,551 DEBUG: Start: Iteration 155
+2016-08-30 18:26:23,573 DEBUG: View 0 : 0.60621761658
+2016-08-30 18:26:23,593 DEBUG: View 1 : 0.419689119171
+2016-08-30 18:26:23,614 DEBUG: View 2 : 0.435233160622
+2016-08-30 18:26:23,637 DEBUG: View 3 : 0.533678756477
+2016-08-30 18:26:25,212 DEBUG: Best view : View0
+2016-08-30 18:26:36,357 DEBUG: Start: Iteration 156
+2016-08-30 18:26:36,378 DEBUG: View 0 : 0.528497409326
+2016-08-30 18:26:36,397 DEBUG: View 1 : 0.455958549223
+2016-08-30 18:26:36,417 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:26:36,440 DEBUG: View 3 : 0.689119170984
+2016-08-30 18:26:38,033 DEBUG: Best view : View3
+2016-08-30 18:26:49,204 DEBUG: Start: Iteration 157
+2016-08-30 18:26:49,226 DEBUG: View 0 : 0.497409326425
+2016-08-30 18:26:49,245 DEBUG: View 1 : 0.575129533679
+2016-08-30 18:26:49,266 DEBUG: View 2 : 0.471502590674
+2016-08-30 18:26:49,289 DEBUG: View 3 : 0.658031088083
+2016-08-30 18:26:50,889 DEBUG: Best view : View3
+2016-08-30 18:27:02,187 DEBUG: Start: Iteration 158
+2016-08-30 18:27:02,209 DEBUG: View 0 : 0.709844559585
+2016-08-30 18:27:02,229 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:27:02,250 DEBUG: View 2 : 0.367875647668
+2016-08-30 18:27:02,274 DEBUG: View 3 : 0.455958549223
+2016-08-30 18:27:03,871 DEBUG: Best view : View0
+2016-08-30 18:27:15,186 DEBUG: Start: Iteration 159
+2016-08-30 18:27:15,208 DEBUG: View 0 : 0.668393782383
+2016-08-30 18:27:15,228 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:27:15,249 DEBUG: View 2 : 0.518134715026
+2016-08-30 18:27:15,271 DEBUG: View 3 : 0.481865284974
+2016-08-30 18:27:16,875 DEBUG: Best view : View0
+2016-08-30 18:27:28,290 DEBUG: Start: Iteration 160
+2016-08-30 18:27:28,312 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:27:28,331 DEBUG: View 1 : 0.538860103627
+2016-08-30 18:27:28,352 DEBUG: View 2 : 0.435233160622
+2016-08-30 18:27:28,376 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:27:29,990 DEBUG: Best view : View0
+2016-08-30 18:27:41,396 DEBUG: Start: Iteration 161
+2016-08-30 18:27:41,418 DEBUG: View 0 : 0.658031088083
+2016-08-30 18:27:41,438 DEBUG: View 1 : 0.373056994819
+2016-08-30 18:27:41,458 DEBUG: View 2 : 0.435233160622
+2016-08-30 18:27:41,481 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:27:43,097 DEBUG: Best view : View0
+2016-08-30 18:27:54,547 DEBUG: Start: Iteration 162
+2016-08-30 18:27:54,569 DEBUG: View 0 : 0.658031088083
+2016-08-30 18:27:54,589 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:27:54,609 DEBUG: View 2 : 0.440414507772
+2016-08-30 18:27:54,632 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:27:56,248 DEBUG: Best view : View0
+2016-08-30 18:28:07,785 DEBUG: Start: Iteration 163
+2016-08-30 18:28:07,807 DEBUG: View 0 : 0.611398963731
+2016-08-30 18:28:07,827 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:28:07,847 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:28:07,871 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:28:09,518 DEBUG: Best view : View0
+2016-08-30 18:28:21,187 DEBUG: Start: Iteration 164
+2016-08-30 18:28:21,209 DEBUG: View 0 : 0.621761658031
+2016-08-30 18:28:21,229 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:28:21,250 DEBUG: View 2 : 0.471502590674
+2016-08-30 18:28:21,272 DEBUG: View 3 : 0.642487046632
+2016-08-30 18:28:22,920 DEBUG: Best view : View3
+2016-08-30 18:28:34,617 DEBUG: Start: Iteration 165
+2016-08-30 18:28:34,638 DEBUG: View 0 : 0.730569948187
+2016-08-30 18:28:34,659 DEBUG: View 1 : 0.316062176166
+2016-08-30 18:28:34,679 DEBUG: View 2 : 0.383419689119
+2016-08-30 18:28:34,701 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:28:36,351 DEBUG: Best view : View0
+2016-08-30 18:28:48,083 DEBUG: Start: Iteration 166
+2016-08-30 18:28:48,105 DEBUG: View 0 : 0.60621761658
+2016-08-30 18:28:48,126 DEBUG: View 1 : 0.40932642487
+2016-08-30 18:28:48,146 DEBUG: View 2 : 0.362694300518
+2016-08-30 18:28:48,169 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:28:49,835 DEBUG: Best view : View0
+2016-08-30 18:29:01,688 DEBUG: Start: Iteration 167
+2016-08-30 18:29:01,710 DEBUG: View 0 : 0.626943005181
+2016-08-30 18:29:01,730 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:29:01,750 DEBUG: View 2 : 0.528497409326
+2016-08-30 18:29:01,773 DEBUG: View 3 : 0.663212435233
+2016-08-30 18:29:03,424 DEBUG: Best view : View3
+2016-08-30 18:29:15,373 DEBUG: Start: Iteration 168
+2016-08-30 18:29:15,395 DEBUG: View 0 : 0.528497409326
+2016-08-30 18:29:15,415 DEBUG: View 1 : 0.414507772021
+2016-08-30 18:29:15,435 DEBUG: View 2 : 0.512953367876
+2016-08-30 18:29:15,459 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:29:17,143 DEBUG: Best view : View2
+2016-08-30 18:29:29,163 DEBUG: Start: Iteration 169
+2016-08-30 18:29:29,185 DEBUG: View 0 : 0.637305699482
+2016-08-30 18:29:29,205 DEBUG: View 1 : 0.347150259067
+2016-08-30 18:29:29,225 DEBUG: View 2 : 0.518134715026
+2016-08-30 18:29:29,249 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:29:30,926 DEBUG: Best view : View0
+2016-08-30 18:29:43,014 DEBUG: Start: Iteration 170
+2016-08-30 18:29:43,035 DEBUG: View 0 : 0.725388601036
+2016-08-30 18:29:43,054 DEBUG: View 1 : 0.40414507772
+2016-08-30 18:29:43,074 DEBUG: View 2 : 0.461139896373
+2016-08-30 18:29:43,098 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:29:44,788 DEBUG: Best view : View0
+2016-08-30 18:29:56,884 DEBUG: Start: Iteration 171
+2016-08-30 18:29:56,905 DEBUG: View 0 : 0.678756476684
+2016-08-30 18:29:56,926 DEBUG: View 1 : 0.414507772021
+2016-08-30 18:29:56,946 DEBUG: View 2 : 0.528497409326
+2016-08-30 18:29:56,969 DEBUG: View 3 : 0.668393782383
+2016-08-30 18:29:58,661 DEBUG: Best view : View0
+2016-08-30 18:30:10,854 DEBUG: Start: Iteration 172
+2016-08-30 18:30:10,875 DEBUG: View 0 : 0.751295336788
+2016-08-30 18:30:10,895 DEBUG: View 1 : 0.435233160622
+2016-08-30 18:30:10,916 DEBUG: View 2 : 0.455958549223
+2016-08-30 18:30:10,939 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:30:12,634 DEBUG: Best view : View0
+2016-08-30 18:30:24,931 DEBUG: Start: Iteration 173
+2016-08-30 18:30:24,952 DEBUG: View 0 : 0.756476683938
+2016-08-30 18:30:24,972 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:30:24,993 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:30:25,016 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:30:26,715 DEBUG: Best view : View0
+2016-08-30 18:30:39,089 DEBUG: Start: Iteration 174
+2016-08-30 18:30:39,111 DEBUG: View 0 : 0.632124352332
+2016-08-30 18:30:39,130 DEBUG: View 1 : 0.445595854922
+2016-08-30 18:30:39,150 DEBUG: View 2 : 0.544041450777
+2016-08-30 18:30:39,174 DEBUG: View 3 : 0.663212435233
+2016-08-30 18:30:40,883 DEBUG: Best view : View3
+2016-08-30 18:30:53,276 DEBUG: Start: Iteration 175
+2016-08-30 18:30:53,298 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:30:53,318 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:30:53,338 DEBUG: View 2 : 0.39896373057
+2016-08-30 18:30:53,362 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:30:55,078 DEBUG: Best view : View0
+2016-08-30 18:31:07,540 DEBUG: Start: Iteration 176
+2016-08-30 18:31:07,562 DEBUG: View 0 : 0.704663212435
+2016-08-30 18:31:07,582 DEBUG: View 1 : 0.373056994819
+2016-08-30 18:31:07,602 DEBUG: View 2 : 0.40932642487
+2016-08-30 18:31:07,626 DEBUG: View 3 : 0.621761658031
+2016-08-30 18:31:09,345 DEBUG: Best view : View0
+2016-08-30 18:31:21,931 DEBUG: Start: Iteration 177
+2016-08-30 18:31:21,952 DEBUG: View 0 : 0.616580310881
+2016-08-30 18:31:21,973 DEBUG: View 1 : 0.414507772021
+2016-08-30 18:31:21,993 DEBUG: View 2 : 0.461139896373
+2016-08-30 18:31:22,016 DEBUG: View 3 : 0.694300518135
+2016-08-30 18:31:23,770 DEBUG: Best view : View3
+2016-08-30 18:31:36,410 DEBUG: Start: Iteration 178
+2016-08-30 18:31:36,433 DEBUG: View 0 : 0.689119170984
+2016-08-30 18:31:36,453 DEBUG: View 1 : 0.430051813472
+2016-08-30 18:31:36,473 DEBUG: View 2 : 0.440414507772
+2016-08-30 18:31:36,496 DEBUG: View 3 : 0.632124352332
+2016-08-30 18:31:38,246 DEBUG: Best view : View0
+2016-08-30 18:31:50,942 DEBUG: Start: Iteration 179
+2016-08-30 18:31:50,964 DEBUG: View 0 : 0.497409326425
+2016-08-30 18:31:50,984 DEBUG: View 1 : 0.414507772021
+2016-08-30 18:31:51,004 DEBUG: View 2 : 0.507772020725
+2016-08-30 18:31:51,028 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:31:52,790 DEBUG: Best view : View2
+2016-08-30 18:32:05,585 DEBUG: Start: Iteration 180
+2016-08-30 18:32:05,607 DEBUG: View 0 : 0.704663212435
+2016-08-30 18:32:05,627 DEBUG: View 1 : 0.40414507772
+2016-08-30 18:32:05,648 DEBUG: View 2 : 0.321243523316
+2016-08-30 18:32:05,671 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:32:07,428 DEBUG: Best view : View0
+2016-08-30 18:32:20,280 DEBUG: Start: Iteration 181
+2016-08-30 18:32:20,301 DEBUG: View 0 : 0.642487046632
+2016-08-30 18:32:20,321 DEBUG: View 1 : 0.383419689119
+2016-08-30 18:32:20,341 DEBUG: View 2 : 0.461139896373
+2016-08-30 18:32:20,364 DEBUG: View 3 : 0.507772020725
+2016-08-30 18:32:22,126 DEBUG: Best view : View0
+2016-08-30 18:32:35,037 DEBUG: Start: Iteration 182
+2016-08-30 18:32:35,058 DEBUG: View 0 : 0.704663212435
+2016-08-30 18:32:35,078 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:32:35,099 DEBUG: View 2 : 0.450777202073
+2016-08-30 18:32:35,122 DEBUG: View 3 : 0.637305699482
+2016-08-30 18:32:36,902 DEBUG: Best view : View0
+2016-08-30 18:32:49,879 DEBUG: Start: Iteration 183
+2016-08-30 18:32:49,901 DEBUG: View 0 : 0.704663212435
+2016-08-30 18:32:49,921 DEBUG: View 1 : 0.367875647668
+2016-08-30 18:32:49,942 DEBUG: View 2 : 0.497409326425
+2016-08-30 18:32:49,965 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:32:51,741 DEBUG: Best view : View0
+2016-08-30 18:33:04,797 DEBUG: Start: Iteration 184
+2016-08-30 18:33:04,819 DEBUG: View 0 : 0.518134715026
+2016-08-30 18:33:04,838 DEBUG: View 1 : 0.549222797927
+2016-08-30 18:33:04,859 DEBUG: View 2 : 0.461139896373
+2016-08-30 18:33:04,882 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:33:06,663 DEBUG: Best view : View1
+2016-08-30 18:33:19,812 DEBUG: Start: Iteration 185
+2016-08-30 18:33:19,834 DEBUG: View 0 : 0.725388601036
+2016-08-30 18:33:19,854 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:33:19,874 DEBUG: View 2 : 0.440414507772
+2016-08-30 18:33:19,899 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:33:21,692 DEBUG: Best view : View0
+2016-08-30 18:33:34,851 DEBUG: Start: Iteration 186
+2016-08-30 18:33:34,873 DEBUG: View 0 : 0.60103626943
+2016-08-30 18:33:34,895 DEBUG: View 1 : 0.445595854922
+2016-08-30 18:33:34,915 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:33:34,939 DEBUG: View 3 : 0.673575129534
+2016-08-30 18:33:36,752 DEBUG: Best view : View3
+2016-08-30 18:33:50,021 DEBUG: Start: Iteration 187
+2016-08-30 18:33:50,044 DEBUG: View 0 : 0.518134715026
+2016-08-30 18:33:50,064 DEBUG: View 1 : 0.419689119171
+2016-08-30 18:33:50,085 DEBUG: View 2 : 0.585492227979
+2016-08-30 18:33:50,108 DEBUG: View 3 : 0.709844559585
+2016-08-30 18:33:51,955 DEBUG: Best view : View3
+2016-08-30 18:34:05,279 DEBUG: Start: Iteration 188
+2016-08-30 18:34:05,300 DEBUG: View 0 : 0.621761658031
+2016-08-30 18:34:05,321 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:34:05,341 DEBUG: View 2 : 0.481865284974
+2016-08-30 18:34:05,364 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:34:07,185 DEBUG: Best view : View0
+2016-08-30 18:34:20,631 DEBUG: Start: Iteration 189
+2016-08-30 18:34:20,652 DEBUG: View 0 : 0.678756476684
+2016-08-30 18:34:20,672 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:34:20,693 DEBUG: View 2 : 0.616580310881
+2016-08-30 18:34:20,716 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:34:22,552 DEBUG: Best view : View0
+2016-08-30 18:34:36,046 DEBUG: Start: Iteration 190
+2016-08-30 18:34:36,068 DEBUG: View 0 : 0.569948186528
+2016-08-30 18:34:36,087 DEBUG: View 1 : 0.40932642487
+2016-08-30 18:34:36,107 DEBUG: View 2 : 0.461139896373
+2016-08-30 18:34:36,132 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:34:37,994 DEBUG: Best view : View0
+2016-08-30 18:34:51,575 DEBUG: Start: Iteration 191
+2016-08-30 18:34:51,597 DEBUG: View 0 : 0.689119170984
+2016-08-30 18:34:51,617 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:34:51,638 DEBUG: View 2 : 0.528497409326
+2016-08-30 18:34:51,661 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:34:53,516 DEBUG: Best view : View0
+2016-08-30 18:35:07,159 DEBUG: Start: Iteration 192
+2016-08-30 18:35:07,181 DEBUG: View 0 : 0.528497409326
+2016-08-30 18:35:07,201 DEBUG: View 1 : 0.373056994819
+2016-08-30 18:35:07,222 DEBUG: View 2 : 0.435233160622
+2016-08-30 18:35:07,245 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:35:09,111 DEBUG: Best view : View0
+2016-08-30 18:35:22,785 DEBUG: Start: Iteration 193
+2016-08-30 18:35:22,807 DEBUG: View 0 : 0.637305699482
+2016-08-30 18:35:22,828 DEBUG: View 1 : 0.40932642487
+2016-08-30 18:35:22,848 DEBUG: View 2 : 0.507772020725
+2016-08-30 18:35:22,872 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:35:24,743 DEBUG: Best view : View0
+2016-08-30 18:35:38,505 DEBUG: Start: Iteration 194
+2016-08-30 18:35:38,527 DEBUG: View 0 : 0.663212435233
+2016-08-30 18:35:38,547 DEBUG: View 1 : 0.424870466321
+2016-08-30 18:35:38,568 DEBUG: View 2 : 0.507772020725
+2016-08-30 18:35:38,591 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:35:40,477 DEBUG: Best view : View0
+2016-08-30 18:35:54,320 DEBUG: Start: Iteration 195
+2016-08-30 18:35:54,342 DEBUG: View 0 : 0.632124352332
+2016-08-30 18:35:54,362 DEBUG: View 1 : 0.445595854922
+2016-08-30 18:35:54,381 DEBUG: View 2 : 0.559585492228
+2016-08-30 18:35:54,405 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:35:56,298 DEBUG: Best view : View0
+2016-08-30 18:36:10,203 DEBUG: Start: Iteration 196
+2016-08-30 18:36:10,225 DEBUG: View 0 : 0.673575129534
+2016-08-30 18:36:10,245 DEBUG: View 1 : 0.533678756477
+2016-08-30 18:36:10,266 DEBUG: View 2 : 0.455958549223
+2016-08-30 18:36:10,289 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:36:12,177 DEBUG: Best view : View0
+2016-08-30 18:36:26,203 DEBUG: Start: Iteration 197
+2016-08-30 18:36:26,225 DEBUG: View 0 : 0.580310880829
+2016-08-30 18:36:26,245 DEBUG: View 1 : 0.357512953368
+2016-08-30 18:36:26,266 DEBUG: View 2 : 0.435233160622
+2016-08-30 18:36:26,290 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:36:28,192 DEBUG: Best view : View0
+2016-08-30 18:36:42,286 DEBUG: Start: Iteration 198
+2016-08-30 18:36:42,308 DEBUG: View 0 : 0.709844559585
+2016-08-30 18:36:42,329 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:36:42,349 DEBUG: View 2 : 0.362694300518
+2016-08-30 18:36:42,373 DEBUG: View 3 : 0.709844559585
+2016-08-30 18:36:44,279 DEBUG: Best view : View3
+2016-08-30 18:36:58,480 DEBUG: Start: Iteration 199
+2016-08-30 18:36:58,502 DEBUG: View 0 : 0.611398963731
+2016-08-30 18:36:58,522 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:36:58,542 DEBUG: View 2 : 0.585492227979
+2016-08-30 18:36:58,565 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:37:00,488 DEBUG: Best view : View0
+2016-08-30 18:37:14,694 DEBUG: Start: Iteration 200
+2016-08-30 18:37:14,715 DEBUG: View 0 : 0.59067357513
+2016-08-30 18:37:14,736 DEBUG: View 1 : 0.357512953368
+2016-08-30 18:37:14,756 DEBUG: View 2 : 0.419689119171
+2016-08-30 18:37:14,780 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:37:16,684 DEBUG: Best view : View0
+2016-08-30 18:37:30,929 DEBUG: Start: Iteration 201
+2016-08-30 18:37:30,951 DEBUG: View 0 : 0.538860103627
+2016-08-30 18:37:30,971 DEBUG: View 1 : 0.414507772021
+2016-08-30 18:37:30,992 DEBUG: View 2 : 0.40414507772
+2016-08-30 18:37:31,015 DEBUG: View 3 : 0.642487046632
+2016-08-30 18:37:32,937 DEBUG: Best view : View3
+2016-08-30 18:37:47,248 DEBUG: Start: Iteration 202
+2016-08-30 18:37:47,270 DEBUG: View 0 : 0.642487046632
+2016-08-30 18:37:47,290 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:37:47,311 DEBUG: View 2 : 0.512953367876
+2016-08-30 18:37:47,335 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:37:49,270 DEBUG: Best view : View0
+2016-08-30 18:38:03,672 DEBUG: Start: Iteration 203
+2016-08-30 18:38:03,694 DEBUG: View 0 : 0.647668393782
+2016-08-30 18:38:03,715 DEBUG: View 1 : 0.445595854922
+2016-08-30 18:38:03,735 DEBUG: View 2 : 0.424870466321
+2016-08-30 18:38:03,758 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:38:05,716 DEBUG: Best view : View0
+2016-08-30 18:38:20,172 DEBUG: Start: Iteration 204
+2016-08-30 18:38:20,193 DEBUG: View 0 : 0.585492227979
+2016-08-30 18:38:20,212 DEBUG: View 1 : 0.378238341969
+2016-08-30 18:38:20,233 DEBUG: View 2 : 0.450777202073
+2016-08-30 18:38:20,257 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:38:22,213 DEBUG: Best view : View0
+2016-08-30 18:38:36,764 DEBUG: Start: Iteration 205
+2016-08-30 18:38:36,786 DEBUG: View 0 : 0.689119170984
+2016-08-30 18:38:36,805 DEBUG: View 1 : 0.507772020725
+2016-08-30 18:38:36,826 DEBUG: View 2 : 0.518134715026
+2016-08-30 18:38:36,849 DEBUG: View 3 : 0.59585492228
+2016-08-30 18:38:38,803 DEBUG: Best view : View0
+2016-08-30 18:38:53,387 DEBUG: Start: Iteration 206
+2016-08-30 18:38:53,408 DEBUG: View 0 : 0.652849740933
+2016-08-30 18:38:53,428 DEBUG: View 1 : 0.544041450777
+2016-08-30 18:38:53,448 DEBUG: View 2 : 0.466321243523
+2016-08-30 18:38:53,471 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:38:55,426 DEBUG: Best view : View0
+2016-08-30 18:39:10,111 DEBUG: Start: Iteration 207
+2016-08-30 18:39:10,133 DEBUG: View 0 : 0.626943005181
+2016-08-30 18:39:10,154 DEBUG: View 1 : 0.440414507772
+2016-08-30 18:39:10,174 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:39:10,197 DEBUG: View 3 : 0.761658031088
+2016-08-30 18:39:12,167 DEBUG: Best view : View3
+2016-08-30 18:39:26,948 DEBUG: Start: Iteration 208
+2016-08-30 18:39:26,969 DEBUG: View 0 : 0.549222797927
+2016-08-30 18:39:26,989 DEBUG: View 1 : 0.40414507772
+2016-08-30 18:39:27,010 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:39:27,034 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:39:29,011 DEBUG: Best view : View0
+2016-08-30 18:39:43,812 DEBUG: Start: Iteration 209
+2016-08-30 18:39:43,833 DEBUG: View 0 : 0.663212435233
+2016-08-30 18:39:43,853 DEBUG: View 1 : 0.487046632124
+2016-08-30 18:39:43,873 DEBUG: View 2 : 0.471502590674
+2016-08-30 18:39:43,898 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:39:45,883 DEBUG: Best view : View0
+2016-08-30 18:40:00,769 DEBUG: Start: Iteration 210
+2016-08-30 18:40:00,791 DEBUG: View 0 : 0.761658031088
+2016-08-30 18:40:00,811 DEBUG: View 1 : 0.445595854922
+2016-08-30 18:40:00,832 DEBUG: View 2 : 0.445595854922
+2016-08-30 18:40:00,854 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:40:02,867 DEBUG: Best view : View0
+2016-08-30 18:40:17,810 DEBUG: Start: Iteration 211
+2016-08-30 18:40:17,832 DEBUG: View 0 : 0.694300518135
+2016-08-30 18:40:17,852 DEBUG: View 1 : 0.435233160622
+2016-08-30 18:40:17,872 DEBUG: View 2 : 0.497409326425
+2016-08-30 18:40:17,895 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:40:19,901 DEBUG: Best view : View0
+2016-08-30 18:40:34,928 DEBUG: Start: Iteration 212
+2016-08-30 18:40:34,950 DEBUG: View 0 : 0.673575129534
+2016-08-30 18:40:34,970 DEBUG: View 1 : 0.378238341969
+2016-08-30 18:40:34,990 DEBUG: View 2 : 0.424870466321
+2016-08-30 18:40:35,013 DEBUG: View 3 : 0.538860103627
+2016-08-30 18:40:37,018 DEBUG: Best view : View0
+2016-08-30 18:40:52,103 DEBUG: Start: Iteration 213
+2016-08-30 18:40:52,125 DEBUG: View 0 : 0.632124352332
+2016-08-30 18:40:52,145 DEBUG: View 1 : 0.362694300518
+2016-08-30 18:40:52,165 DEBUG: View 2 : 0.497409326425
+2016-08-30 18:40:52,188 DEBUG: View 3 : 0.559585492228
+2016-08-30 18:40:54,212 DEBUG: Best view : View0
+2016-08-30 18:41:09,402 DEBUG: Start: Iteration 214
+2016-08-30 18:41:09,423 DEBUG: View 0 : 0.663212435233
+2016-08-30 18:41:09,444 DEBUG: View 1 : 0.435233160622
+2016-08-30 18:41:09,464 DEBUG: View 2 : 0.481865284974
+2016-08-30 18:41:09,487 DEBUG: View 3 : 0.616580310881
+2016-08-30 18:41:11,527 DEBUG: Best view : View0
+2016-08-30 18:41:26,772 DEBUG: Start: Iteration 215
+2016-08-30 18:41:26,794 DEBUG: View 0 : 0.538860103627
+2016-08-30 18:41:26,814 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:41:26,834 DEBUG: View 2 : 0.424870466321
+2016-08-30 18:41:26,857 DEBUG: View 3 : 0.621761658031
+2016-08-30 18:41:28,911 DEBUG: Best view : View3
+2016-08-30 18:41:44,269 DEBUG: Start: Iteration 216
+2016-08-30 18:41:44,292 DEBUG: View 0 : 0.611398963731
+2016-08-30 18:41:44,312 DEBUG: View 1 : 0.430051813472
+2016-08-30 18:41:44,332 DEBUG: View 2 : 0.357512953368
+2016-08-30 18:41:44,355 DEBUG: View 3 : 0.621761658031
+2016-08-30 18:41:46,410 DEBUG: Best view : View3
+2016-08-30 18:42:01,845 DEBUG: Start: Iteration 217
+2016-08-30 18:42:01,866 DEBUG: View 0 : 0.626943005181
+2016-08-30 18:42:01,887 DEBUG: View 1 : 0.466321243523
+2016-08-30 18:42:01,907 DEBUG: View 2 : 0.445595854922
+2016-08-30 18:42:01,930 DEBUG: View 3 : 0.715025906736
+2016-08-30 18:42:04,012 DEBUG: Best view : View3
+2016-08-30 18:42:19,456 DEBUG: Start: Iteration 218
+2016-08-30 18:42:19,478 DEBUG: View 0 : 0.580310880829
+2016-08-30 18:42:19,498 DEBUG: View 1 : 0.40932642487
+2016-08-30 18:42:19,519 DEBUG: View 2 : 0.39896373057
+2016-08-30 18:42:19,542 DEBUG: View 3 : 0.476683937824
+2016-08-30 18:42:21,601 DEBUG: Best view : View0
+2016-08-30 18:42:37,119 DEBUG: Start: Iteration 219
+2016-08-30 18:42:37,141 DEBUG: View 0 : 0.673575129534
+2016-08-30 18:42:37,160 DEBUG: View 1 : 0.414507772021
+2016-08-30 18:42:37,181 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:42:37,204 DEBUG: View 3 : 0.476683937824
+2016-08-30 18:42:39,278 DEBUG: Best view : View0
+2016-08-30 18:42:54,884 DEBUG: Start: Iteration 220
+2016-08-30 18:42:54,905 DEBUG: View 0 : 0.694300518135
+2016-08-30 18:42:54,925 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:42:54,945 DEBUG: View 2 : 0.430051813472
+2016-08-30 18:42:54,968 DEBUG: View 3 : 0.761658031088
+2016-08-30 18:42:57,051 DEBUG: Best view : View3
+2016-08-30 18:43:12,769 DEBUG: Start: Iteration 221
+2016-08-30 18:43:12,790 DEBUG: View 0 : 0.720207253886
+2016-08-30 18:43:12,812 DEBUG: View 1 : 0.383419689119
+2016-08-30 18:43:12,832 DEBUG: View 2 : 0.523316062176
+2016-08-30 18:43:12,855 DEBUG: View 3 : 0.476683937824
+2016-08-30 18:43:14,947 DEBUG: Best view : View0
+2016-08-30 18:43:30,684 DEBUG: Start: Iteration 222
+2016-08-30 18:43:30,706 DEBUG: View 0 : 0.481865284974
+2016-08-30 18:43:30,726 DEBUG: View 1 : 0.383419689119
+2016-08-30 18:43:30,746 DEBUG: View 2 : 0.39896373057
+2016-08-30 18:43:30,770 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:43:30,770 WARNING: WARNING: All bad for iteration 221
+2016-08-30 18:43:32,872 DEBUG: Best view : View0
+2016-08-30 18:43:48,711 DEBUG: Start: Iteration 223
+2016-08-30 18:43:48,733 DEBUG: View 0 : 0.647668393782
+2016-08-30 18:43:48,753 DEBUG: View 1 : 0.554404145078
+2016-08-30 18:43:48,773 DEBUG: View 2 : 0.461139896373
+2016-08-30 18:43:48,797 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:43:50,895 DEBUG: Best view : View0
+2016-08-30 18:44:06,811 DEBUG: Start: Iteration 224
+2016-08-30 18:44:06,832 DEBUG: View 0 : 0.637305699482
+2016-08-30 18:44:06,853 DEBUG: View 1 : 0.331606217617
+2016-08-30 18:44:06,874 DEBUG: View 2 : 0.538860103627
+2016-08-30 18:44:06,897 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:44:08,987 DEBUG: Best view : View0
+2016-08-30 18:44:24,942 DEBUG: Start: Iteration 225
+2016-08-30 18:44:24,963 DEBUG: View 0 : 0.575129533679
+2016-08-30 18:44:24,983 DEBUG: View 1 : 0.40414507772
+2016-08-30 18:44:25,004 DEBUG: View 2 : 0.533678756477
+2016-08-30 18:44:25,027 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:44:27,137 DEBUG: Best view : View0
+2016-08-30 18:44:43,223 DEBUG: Start: Iteration 226
+2016-08-30 18:44:43,245 DEBUG: View 0 : 0.642487046632
+2016-08-30 18:44:43,265 DEBUG: View 1 : 0.435233160622
+2016-08-30 18:44:43,285 DEBUG: View 2 : 0.569948186528
+2016-08-30 18:44:43,308 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:44:45,448 DEBUG: Best view : View0
+2016-08-30 18:45:01,638 DEBUG: Start: Iteration 227
+2016-08-30 18:45:01,660 DEBUG: View 0 : 0.626943005181
+2016-08-30 18:45:01,680 DEBUG: View 1 : 0.419689119171
+2016-08-30 18:45:01,701 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:45:01,724 DEBUG: View 3 : 0.476683937824
+2016-08-30 18:45:03,855 DEBUG: Best view : View0
+2016-08-30 18:45:20,025 DEBUG: Start: Iteration 228
+2016-08-30 18:45:20,047 DEBUG: View 0 : 0.668393782383
+2016-08-30 18:45:20,068 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:45:20,088 DEBUG: View 2 : 0.497409326425
+2016-08-30 18:45:20,111 DEBUG: View 3 : 0.476683937824
+2016-08-30 18:45:22,239 DEBUG: Best view : View0
+2016-08-30 18:45:38,476 DEBUG: Start: Iteration 229
+2016-08-30 18:45:38,498 DEBUG: View 0 : 0.668393782383
+2016-08-30 18:45:38,518 DEBUG: View 1 : 0.419689119171
+2016-08-30 18:45:38,538 DEBUG: View 2 : 0.471502590674
+2016-08-30 18:45:38,561 DEBUG: View 3 : 0.559585492228
+2016-08-30 18:45:40,709 DEBUG: Best view : View0
+2016-08-30 18:45:57,027 DEBUG: Start: Iteration 230
+2016-08-30 18:45:57,049 DEBUG: View 0 : 0.689119170984
+2016-08-30 18:45:57,069 DEBUG: View 1 : 0.414507772021
+2016-08-30 18:45:57,090 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:45:57,114 DEBUG: View 3 : 0.559585492228
+2016-08-30 18:45:59,266 DEBUG: Best view : View0
+2016-08-30 18:46:15,701 DEBUG: Start: Iteration 231
+2016-08-30 18:46:15,723 DEBUG: View 0 : 0.694300518135
+2016-08-30 18:46:15,743 DEBUG: View 1 : 0.440414507772
+2016-08-30 18:46:15,763 DEBUG: View 2 : 0.481865284974
+2016-08-30 18:46:15,787 DEBUG: View 3 : 0.559585492228
+2016-08-30 18:46:17,954 DEBUG: Best view : View0
+2016-08-30 18:46:34,401 DEBUG: Start: Iteration 232
+2016-08-30 18:46:34,423 DEBUG: View 0 : 0.518134715026
+2016-08-30 18:46:34,442 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:46:34,463 DEBUG: View 2 : 0.445595854922
+2016-08-30 18:46:34,486 DEBUG: View 3 : 0.616580310881
+2016-08-30 18:46:36,661 DEBUG: Best view : View3
+2016-08-30 18:46:53,178 DEBUG: Start: Iteration 233
+2016-08-30 18:46:53,200 DEBUG: View 0 : 0.668393782383
+2016-08-30 18:46:53,221 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:46:53,241 DEBUG: View 2 : 0.341968911917
+2016-08-30 18:46:53,264 DEBUG: View 3 : 0.663212435233
+2016-08-30 18:46:55,444 DEBUG: Best view : View3
+2016-08-30 18:47:12,038 DEBUG: Start: Iteration 234
+2016-08-30 18:47:12,060 DEBUG: View 0 : 0.626943005181
+2016-08-30 18:47:12,080 DEBUG: View 1 : 0.341968911917
+2016-08-30 18:47:12,101 DEBUG: View 2 : 0.507772020725
+2016-08-30 18:47:12,124 DEBUG: View 3 : 0.663212435233
+2016-08-30 18:47:14,303 DEBUG: Best view : View3
+2016-08-30 18:47:30,943 DEBUG: Start: Iteration 235
+2016-08-30 18:47:30,965 DEBUG: View 0 : 0.715025906736
+2016-08-30 18:47:30,984 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:47:31,004 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:47:31,027 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:47:33,245 DEBUG: Best view : View0
+2016-08-30 18:47:49,962 DEBUG: Start: Iteration 236
+2016-08-30 18:47:49,984 DEBUG: View 0 : 0.663212435233
+2016-08-30 18:47:50,005 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:47:50,025 DEBUG: View 2 : 0.580310880829
+2016-08-30 18:47:50,049 DEBUG: View 3 : 0.476683937824
+2016-08-30 18:47:52,258 DEBUG: Best view : View0
+2016-08-30 18:48:09,047 DEBUG: Start: Iteration 237
+2016-08-30 18:48:09,069 DEBUG: View 0 : 0.642487046632
+2016-08-30 18:48:09,089 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:48:09,110 DEBUG: View 2 : 0.512953367876
+2016-08-30 18:48:09,133 DEBUG: View 3 : 0.476683937824
+2016-08-30 18:48:11,334 DEBUG: Best view : View0
+2016-08-30 18:48:28,263 DEBUG: Start: Iteration 238
+2016-08-30 18:48:28,286 DEBUG: View 0 : 0.725388601036
+2016-08-30 18:48:28,307 DEBUG: View 1 : 0.435233160622
+2016-08-30 18:48:28,328 DEBUG: View 2 : 0.59067357513
+2016-08-30 18:48:28,352 DEBUG: View 3 : 0.476683937824
+2016-08-30 18:48:30,587 DEBUG: Best view : View0
+2016-08-30 18:48:47,514 DEBUG: Start: Iteration 239
+2016-08-30 18:48:47,536 DEBUG: View 0 : 0.689119170984
+2016-08-30 18:48:47,555 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:48:47,575 DEBUG: View 2 : 0.580310880829
+2016-08-30 18:48:47,600 DEBUG: View 3 : 0.59585492228
+2016-08-30 18:48:49,821 DEBUG: Best view : View0
+2016-08-30 18:49:06,901 DEBUG: Start: Iteration 240
+2016-08-30 18:49:06,923 DEBUG: View 0 : 0.507772020725
+2016-08-30 18:49:06,943 DEBUG: View 1 : 0.559585492228
+2016-08-30 18:49:06,963 DEBUG: View 2 : 0.585492227979
+2016-08-30 18:49:06,986 DEBUG: View 3 : 0.476683937824
+2016-08-30 18:49:09,209 DEBUG: Best view : View2
+2016-08-30 18:49:26,368 DEBUG: Start: Iteration 241
+2016-08-30 18:49:26,390 DEBUG: View 0 : 0.60103626943
+2016-08-30 18:49:26,410 DEBUG: View 1 : 0.290155440415
+2016-08-30 18:49:26,431 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:49:26,453 DEBUG: View 3 : 0.689119170984
+2016-08-30 18:49:28,755 DEBUG: Best view : View3
+2016-08-30 18:49:45,906 DEBUG: Start: Iteration 242
+2016-08-30 18:49:45,928 DEBUG: View 0 : 0.632124352332
+2016-08-30 18:49:45,948 DEBUG: View 1 : 0.424870466321
+2016-08-30 18:49:45,968 DEBUG: View 2 : 0.523316062176
+2016-08-30 18:49:45,992 DEBUG: View 3 : 0.476683937824
+2016-08-30 18:49:48,251 DEBUG: Best view : View0
+2016-08-30 18:50:05,627 DEBUG: Start: Iteration 243
+2016-08-30 18:50:05,648 DEBUG: View 0 : 0.709844559585
+2016-08-30 18:50:05,668 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:50:05,689 DEBUG: View 2 : 0.455958549223
+2016-08-30 18:50:05,713 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:50:07,984 DEBUG: Best view : View0
+2016-08-30 18:50:25,292 DEBUG: Start: Iteration 244
+2016-08-30 18:50:25,313 DEBUG: View 0 : 0.709844559585
+2016-08-30 18:50:25,334 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:50:25,354 DEBUG: View 2 : 0.518134715026
+2016-08-30 18:50:25,377 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:50:27,643 DEBUG: Best view : View0
+2016-08-30 18:50:45,081 DEBUG: Start: Iteration 245
+2016-08-30 18:50:45,103 DEBUG: View 0 : 0.554404145078
+2016-08-30 18:50:45,123 DEBUG: View 1 : 0.362694300518
+2016-08-30 18:50:45,144 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:50:45,167 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:50:47,445 DEBUG: Best view : View0
+2016-08-30 18:51:04,938 DEBUG: Start: Iteration 246
+2016-08-30 18:51:04,960 DEBUG: View 0 : 0.678756476684
+2016-08-30 18:51:04,980 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:51:05,000 DEBUG: View 2 : 0.523316062176
+2016-08-30 18:51:05,024 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:51:07,315 DEBUG: Best view : View0
+2016-08-30 18:51:24,935 DEBUG: Start: Iteration 247
+2016-08-30 18:51:24,956 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:51:24,976 DEBUG: View 1 : 0.378238341969
+2016-08-30 18:51:24,996 DEBUG: View 2 : 0.455958549223
+2016-08-30 18:51:25,021 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:51:27,330 DEBUG: Best view : View0
+2016-08-30 18:51:44,954 DEBUG: Start: Iteration 248
+2016-08-30 18:51:44,975 DEBUG: View 0 : 0.704663212435
+2016-08-30 18:51:44,995 DEBUG: View 1 : 0.450777202073
+2016-08-30 18:51:45,016 DEBUG: View 2 : 0.471502590674
+2016-08-30 18:51:45,039 DEBUG: View 3 : 0.611398963731
+2016-08-30 18:51:47,345 DEBUG: Best view : View0
+2016-08-30 18:52:04,991 DEBUG: Start: Iteration 249
+2016-08-30 18:52:05,013 DEBUG: View 0 : 0.59067357513
+2016-08-30 18:52:05,032 DEBUG: View 1 : 0.388601036269
+2016-08-30 18:52:05,053 DEBUG: View 2 : 0.523316062176
+2016-08-30 18:52:05,077 DEBUG: View 3 : 0.497409326425
+2016-08-30 18:52:07,374 DEBUG: Best view : View0
+2016-08-30 18:52:25,054 DEBUG: Start: Iteration 250
+2016-08-30 18:52:25,076 DEBUG: View 0 : 0.59585492228
+2016-08-30 18:52:25,096 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:52:25,117 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:52:25,141 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:52:27,467 DEBUG: Best view : View0
+2016-08-30 18:52:45,249 DEBUG: Start: Iteration 251
+2016-08-30 18:52:45,271 DEBUG: View 0 : 0.621761658031
+2016-08-30 18:52:45,291 DEBUG: View 1 : 0.435233160622
+2016-08-30 18:52:45,311 DEBUG: View 2 : 0.492227979275
+2016-08-30 18:52:45,334 DEBUG: View 3 : 0.694300518135
+2016-08-30 18:52:47,658 DEBUG: Best view : View3
+2016-08-30 18:53:05,560 DEBUG: Start: Iteration 252
+2016-08-30 18:53:05,581 DEBUG: View 0 : 0.689119170984
+2016-08-30 18:53:05,602 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:53:05,622 DEBUG: View 2 : 0.512953367876
+2016-08-30 18:53:05,645 DEBUG: View 3 : 0.694300518135
+2016-08-30 18:53:07,958 DEBUG: Best view : View3
+2016-08-30 18:53:25,979 DEBUG: Start: Iteration 253
+2016-08-30 18:53:26,001 DEBUG: View 0 : 0.715025906736
+2016-08-30 18:53:26,021 DEBUG: View 1 : 0.383419689119
+2016-08-30 18:53:26,042 DEBUG: View 2 : 0.424870466321
+2016-08-30 18:53:26,066 DEBUG: View 3 : 0.471502590674
+2016-08-30 18:53:28,396 DEBUG: Best view : View0
+2016-08-30 18:53:46,399 DEBUG: Start: Iteration 254
+2016-08-30 18:53:46,421 DEBUG: View 0 : 0.689119170984
+2016-08-30 18:53:46,441 DEBUG: View 1 : 0.549222797927
+2016-08-30 18:53:46,462 DEBUG: View 2 : 0.476683937824
+2016-08-30 18:53:46,485 DEBUG: View 3 : 0.668393782383
+2016-08-30 18:53:48,834 DEBUG: Best view : View3
+2016-08-30 18:54:06,943 DEBUG: Start: Iteration 255
+2016-08-30 18:54:06,965 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:54:06,985 DEBUG: View 1 : 0.497409326425
+2016-08-30 18:54:07,005 DEBUG: View 2 : 0.414507772021
+2016-08-30 18:54:07,028 DEBUG: View 3 : 0.476683937824
+2016-08-30 18:54:09,383 DEBUG: Best view : View0
+2016-08-30 18:54:27,574 DEBUG: Start: Iteration 256
+2016-08-30 18:54:27,595 DEBUG: View 0 : 0.709844559585
+2016-08-30 18:54:27,616 DEBUG: View 1 : 0.341968911917
+2016-08-30 18:54:27,637 DEBUG: View 2 : 0.481865284974
+2016-08-30 18:54:27,660 DEBUG: View 3 : 0.704663212435
+2016-08-30 18:54:30,034 DEBUG: Best view : View3
+2016-08-30 18:54:48,322 DEBUG: Start: Iteration 257
+2016-08-30 18:54:48,343 DEBUG: View 0 : 0.492227979275
+2016-08-30 18:54:48,363 DEBUG: View 1 : 0.39378238342
+2016-08-30 18:54:48,383 DEBUG: View 2 : 0.435233160622
+2016-08-30 18:54:48,407 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:54:48,407 WARNING: WARNING: All bad for iteration 256
+2016-08-30 18:54:50,797 DEBUG: Best view : View0
+2016-08-30 18:55:09,260 DEBUG: Start: Iteration 258
+2016-08-30 18:55:09,281 DEBUG: View 0 : 0.730569948187
+2016-08-30 18:55:09,302 DEBUG: View 1 : 0.378238341969
+2016-08-30 18:55:09,322 DEBUG: View 2 : 0.497409326425
+2016-08-30 18:55:09,345 DEBUG: View 3 : 0.554404145078
+2016-08-30 18:55:11,739 DEBUG: Best view : View0
+2016-08-30 18:55:30,094 DEBUG: Start: Iteration 259
+2016-08-30 18:55:30,115 DEBUG: View 0 : 0.616580310881
+2016-08-30 18:55:30,135 DEBUG: View 1 : 0.559585492228
+2016-08-30 18:55:30,156 DEBUG: View 2 : 0.507772020725
+2016-08-30 18:55:30,180 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:55:32,575 DEBUG: Best view : View0
+2016-08-30 18:55:50,982 DEBUG: Start: Iteration 260
+2016-08-30 18:55:51,004 DEBUG: View 0 : 0.704663212435
+2016-08-30 18:55:51,024 DEBUG: View 1 : 0.373056994819
+2016-08-30 18:55:51,044 DEBUG: View 2 : 0.512953367876
+2016-08-30 18:55:51,066 DEBUG: View 3 : 0.699481865285
+2016-08-30 18:55:53,457 DEBUG: Best view : View3
+2016-08-30 18:56:11,979 DEBUG: Start: Iteration 261
+2016-08-30 18:56:12,001 DEBUG: View 0 : 0.626943005181
+2016-08-30 18:56:12,021 DEBUG: View 1 : 0.352331606218
+2016-08-30 18:56:12,041 DEBUG: View 2 : 0.487046632124
+2016-08-30 18:56:12,064 DEBUG: View 3 : 0.580310880829
+2016-08-30 18:56:14,470 DEBUG: Best view : View0
+2016-08-30 18:56:32,999 DEBUG: Start: Iteration 262
+2016-08-30 18:56:33,021 DEBUG: View 0 : 0.60621761658
+2016-08-30 18:56:33,040 DEBUG: View 1 : 0.564766839378
+2016-08-30 18:56:33,061 DEBUG: View 2 : 0.507772020725
+2016-08-30 18:56:33,084 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:56:35,493 DEBUG: Best view : View0
+2016-08-30 18:56:54,119 DEBUG: Start: Iteration 263
+2016-08-30 18:56:54,141 DEBUG: View 0 : 0.637305699482
+2016-08-30 18:56:54,161 DEBUG: View 1 : 0.39896373057
+2016-08-30 18:56:54,181 DEBUG: View 2 : 0.523316062176
+2016-08-30 18:56:54,205 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:56:56,627 DEBUG: Best view : View0
+2016-08-30 18:57:15,318 DEBUG: Start: Iteration 264
+2016-08-30 18:57:15,340 DEBUG: View 0 : 0.683937823834
+2016-08-30 18:57:15,360 DEBUG: View 1 : 0.40932642487
+2016-08-30 18:57:15,381 DEBUG: View 2 : 0.523316062176
+2016-08-30 18:57:15,404 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:57:17,827 DEBUG: Best view : View0
+2016-08-30 18:57:36,641 DEBUG: Start: Iteration 265
+2016-08-30 18:57:36,663 DEBUG: View 0 : 0.518134715026
+2016-08-30 18:57:36,683 DEBUG: View 1 : 0.362694300518
+2016-08-30 18:57:36,704 DEBUG: View 2 : 0.440414507772
+2016-08-30 18:57:36,727 DEBUG: View 3 : 0.476683937824
+2016-08-30 18:57:39,153 DEBUG: Best view : View0
+2016-08-30 18:57:58,000 DEBUG: Start: Iteration 266
+2016-08-30 18:57:58,022 DEBUG: View 0 : 0.637305699482
+2016-08-30 18:57:58,043 DEBUG: View 1 : 0.461139896373
+2016-08-30 18:57:58,064 DEBUG: View 2 : 0.455958549223
+2016-08-30 18:57:58,087 DEBUG: View 3 : 0.611398963731
+2016-08-30 18:58:00,520 DEBUG: Best view : View3
+2016-08-30 18:58:19,388 DEBUG: Start: Iteration 267
+2016-08-30 18:58:19,409 DEBUG: View 0 : 0.699481865285
+2016-08-30 18:58:19,429 DEBUG: View 1 : 0.367875647668
+2016-08-30 18:58:19,449 DEBUG: View 2 : 0.430051813472
+2016-08-30 18:58:19,472 DEBUG: View 3 : 0.663212435233
+2016-08-30 18:58:21,928 DEBUG: Best view : View0
+2016-08-30 18:58:40,914 DEBUG: Start: Iteration 268
+2016-08-30 18:58:40,936 DEBUG: View 0 : 0.626943005181
+2016-08-30 18:58:40,956 DEBUG: View 1 : 0.424870466321
+2016-08-30 18:58:40,975 DEBUG: View 2 : 0.549222797927
+2016-08-30 18:58:40,999 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:58:43,450 DEBUG: Best view : View0
+2016-08-30 18:59:02,531 DEBUG: Start: Iteration 269
+2016-08-30 18:59:02,552 DEBUG: View 0 : 0.544041450777
+2016-08-30 18:59:02,573 DEBUG: View 1 : 0.528497409326
+2016-08-30 18:59:02,593 DEBUG: View 2 : 0.59585492228
+2016-08-30 18:59:02,616 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:59:05,079 DEBUG: Best view : View2
+2016-08-30 18:59:24,193 DEBUG: Start: Iteration 270
+2016-08-30 18:59:24,215 DEBUG: View 0 : 0.621761658031
+2016-08-30 18:59:24,236 DEBUG: View 1 : 0.471502590674
+2016-08-30 18:59:24,257 DEBUG: View 2 : 0.466321243523
+2016-08-30 18:59:24,281 DEBUG: View 3 : 0.419689119171
+2016-08-30 18:59:26,738 DEBUG: Best view : View0
+2016-08-30 18:59:45,968 DEBUG: Start: Iteration 271
+2016-08-30 18:59:45,989 DEBUG: View 0 : 0.637305699482
+2016-08-30 18:59:46,009 DEBUG: View 1 : 0.378238341969
+2016-08-30 18:59:46,030 DEBUG: View 2 : 0.60103626943
+2016-08-30 18:59:46,054 DEBUG: View 3 : 0.740932642487
+2016-08-30 18:59:48,500 DEBUG: Best view : View3
+2016-08-30 19:00:07,929 DEBUG: Start: Iteration 272
+2016-08-30 19:00:07,951 DEBUG: View 0 : 0.689119170984
+2016-08-30 19:00:07,971 DEBUG: View 1 : 0.378238341969
+2016-08-30 19:00:07,992 DEBUG: View 2 : 0.580310880829
+2016-08-30 19:00:08,015 DEBUG: View 3 : 0.476683937824
+2016-08-30 19:00:10,495 DEBUG: Best view : View0
+2016-08-30 19:00:29,841 DEBUG: Start: Iteration 273
+2016-08-30 19:00:29,864 DEBUG: View 0 : 0.694300518135
+2016-08-30 19:00:29,883 DEBUG: View 1 : 0.445595854922
+2016-08-30 19:00:29,903 DEBUG: View 2 : 0.60621761658
+2016-08-30 19:00:29,927 DEBUG: View 3 : 0.658031088083
+2016-08-30 19:00:32,414 DEBUG: Best view : View0
+2016-08-30 19:00:51,895 DEBUG: Start: Iteration 274
+2016-08-30 19:00:51,916 DEBUG: View 0 : 0.611398963731
+2016-08-30 19:00:51,936 DEBUG: View 1 : 0.414507772021
+2016-08-30 19:00:51,956 DEBUG: View 2 : 0.419689119171
+2016-08-30 19:00:51,979 DEBUG: View 3 : 0.476683937824
+2016-08-30 19:00:54,524 DEBUG: Best view : View0
+2016-08-30 19:01:14,022 DEBUG: Start: Iteration 275
+2016-08-30 19:01:14,043 DEBUG: View 0 : 0.730569948187
+2016-08-30 19:01:14,063 DEBUG: View 1 : 0.39378238342
+2016-08-30 19:01:14,084 DEBUG: View 2 : 0.450777202073
+2016-08-30 19:01:14,108 DEBUG: View 3 : 0.435233160622
+2016-08-30 19:01:16,631 DEBUG: Best view : View0
+2016-08-30 19:01:36,236 DEBUG: Start: Iteration 276
+2016-08-30 19:01:36,258 DEBUG: View 0 : 0.497409326425
+2016-08-30 19:01:36,278 DEBUG: View 1 : 0.388601036269
+2016-08-30 19:01:36,298 DEBUG: View 2 : 0.39896373057
+2016-08-30 19:01:36,322 DEBUG: View 3 : 0.476683937824
+2016-08-30 19:01:36,323 WARNING: WARNING: All bad for iteration 275
+2016-08-30 19:01:38,854 DEBUG: Best view : View0
+2016-08-30 19:01:58,482 DEBUG: Start: Iteration 277
+2016-08-30 19:01:58,504 DEBUG: View 0 : 0.694300518135
+2016-08-30 19:01:58,525 DEBUG: View 1 : 0.419689119171
+2016-08-30 19:01:58,545 DEBUG: View 2 : 0.383419689119
+2016-08-30 19:01:58,568 DEBUG: View 3 : 0.476683937824
+2016-08-30 19:02:01,091 DEBUG: Best view : View0
+2016-08-30 19:02:20,792 DEBUG: Start: Iteration 278
+2016-08-30 19:02:20,813 DEBUG: View 0 : 0.663212435233
+2016-08-30 19:02:20,834 DEBUG: View 1 : 0.414507772021
+2016-08-30 19:02:20,854 DEBUG: View 2 : 0.388601036269
+2016-08-30 19:02:20,877 DEBUG: View 3 : 0.580310880829
+2016-08-30 19:02:23,418 DEBUG: Best view : View0
+2016-08-30 19:02:43,216 DEBUG: Start: Iteration 279
+2016-08-30 19:02:43,238 DEBUG: View 0 : 0.704663212435
+2016-08-30 19:02:43,258 DEBUG: View 1 : 0.549222797927
+2016-08-30 19:02:43,279 DEBUG: View 2 : 0.40414507772
+2016-08-30 19:02:43,303 DEBUG: View 3 : 0.476683937824
+2016-08-30 19:02:45,863 DEBUG: Best view : View0
+2016-08-30 19:03:05,777 DEBUG: Start: Iteration 280
+2016-08-30 19:03:05,798 DEBUG: View 0 : 0.704663212435
+2016-08-30 19:03:05,818 DEBUG: View 1 : 0.424870466321
+2016-08-30 19:03:05,840 DEBUG: View 2 : 0.471502590674
+2016-08-30 19:03:05,864 DEBUG: View 3 : 0.476683937824
+2016-08-30 19:03:08,395 DEBUG: Best view : View0
+2016-08-30 19:03:28,321 DEBUG: Start: Iteration 281
+2016-08-30 19:03:28,343 DEBUG: View 0 : 0.720207253886
+2016-08-30 19:03:28,363 DEBUG: View 1 : 0.40414507772
+2016-08-30 19:03:28,383 DEBUG: View 2 : 0.512953367876
+2016-08-30 19:03:28,407 DEBUG: View 3 : 0.476683937824
+2016-08-30 19:03:30,981 DEBUG: Best view : View0
+2016-08-30 19:03:51,054 DEBUG: Start: Iteration 282
+2016-08-30 19:03:51,076 DEBUG: View 0 : 0.725388601036
+2016-08-30 19:03:51,097 DEBUG: View 1 : 0.39896373057
+2016-08-30 19:03:51,118 DEBUG: View 2 : 0.549222797927
+2016-08-30 19:03:51,142 DEBUG: View 3 : 0.689119170984
+2016-08-30 19:03:53,740 DEBUG: Best view : View0
+2016-08-30 19:04:13,796 DEBUG: Start: Iteration 283
+2016-08-30 19:04:13,818 DEBUG: View 0 : 0.642487046632
+2016-08-30 19:04:13,838 DEBUG: View 1 : 0.383419689119
+2016-08-30 19:04:13,858 DEBUG: View 2 : 0.549222797927
+2016-08-30 19:04:13,881 DEBUG: View 3 : 0.616580310881
+2016-08-30 19:04:16,436 DEBUG: Best view : View3
+2016-08-30 19:04:36,554 DEBUG: Start: Iteration 284
+2016-08-30 19:04:36,576 DEBUG: View 0 : 0.699481865285
+2016-08-30 19:04:36,596 DEBUG: View 1 : 0.388601036269
+2016-08-30 19:04:36,617 DEBUG: View 2 : 0.455958549223
+2016-08-30 19:04:36,641 DEBUG: View 3 : 0.476683937824
+2016-08-30 19:04:39,208 DEBUG: Best view : View0
+2016-08-30 19:04:59,433 DEBUG: Start: Iteration 285
+2016-08-30 19:04:59,455 DEBUG: View 0 : 0.699481865285
+2016-08-30 19:04:59,475 DEBUG: View 1 : 0.39378238342
+2016-08-30 19:04:59,496 DEBUG: View 2 : 0.559585492228
+2016-08-30 19:04:59,518 DEBUG: View 3 : 0.632124352332
+2016-08-30 19:05:02,113 DEBUG: Best view : View0
+2016-08-30 19:05:22,370 DEBUG: Start: Iteration 286
+2016-08-30 19:05:22,392 DEBUG: View 0 : 0.689119170984
+2016-08-30 19:05:22,412 DEBUG: View 1 : 0.414507772021
+2016-08-30 19:05:22,432 DEBUG: View 2 : 0.455958549223
+2016-08-30 19:05:22,455 DEBUG: View 3 : 0.611398963731
+2016-08-30 19:05:25,049 DEBUG: Best view : View0
+2016-08-30 19:05:45,427 DEBUG: Start: Iteration 287
+2016-08-30 19:05:45,448 DEBUG: View 0 : 0.704663212435
+2016-08-30 19:05:45,468 DEBUG: View 1 : 0.378238341969
+2016-08-30 19:05:45,488 DEBUG: View 2 : 0.528497409326
+2016-08-30 19:05:45,512 DEBUG: View 3 : 0.476683937824
+2016-08-30 19:05:48,139 DEBUG: Best view : View0
+2016-08-30 19:06:08,564 DEBUG: Start: Iteration 288
+2016-08-30 19:06:08,586 DEBUG: View 0 : 0.611398963731
+2016-08-30 19:06:08,606 DEBUG: View 1 : 0.388601036269
+2016-08-30 19:06:08,627 DEBUG: View 2 : 0.316062176166
+2016-08-30 19:06:08,651 DEBUG: View 3 : 0.621761658031
+2016-08-30 19:06:11,268 DEBUG: Best view : View3
+2016-08-30 19:06:31,739 DEBUG: Start: Iteration 289
+2016-08-30 19:06:31,761 DEBUG: View 0 : 0.512953367876
+2016-08-30 19:06:31,781 DEBUG: View 1 : 0.40414507772
+2016-08-30 19:06:31,802 DEBUG: View 2 : 0.461139896373
+2016-08-30 19:06:31,825 DEBUG: View 3 : 0.538860103627
+2016-08-30 19:06:34,457 DEBUG: Best view : View3
+2016-08-30 19:06:55,024 DEBUG: Start: Iteration 290
+2016-08-30 19:06:55,046 DEBUG: View 0 : 0.720207253886
+2016-08-30 19:06:55,067 DEBUG: View 1 : 0.388601036269
+2016-08-30 19:06:55,087 DEBUG: View 2 : 0.383419689119
+2016-08-30 19:06:55,111 DEBUG: View 3 : 0.476683937824
+2016-08-30 19:06:57,748 DEBUG: Best view : View0
+2016-08-30 19:07:18,358 DEBUG: Start: Iteration 291
+2016-08-30 19:07:18,380 DEBUG: View 0 : 0.663212435233
+2016-08-30 19:07:18,400 DEBUG: View 1 : 0.497409326425
+2016-08-30 19:07:18,421 DEBUG: View 2 : 0.544041450777
+2016-08-30 19:07:18,444 DEBUG: View 3 : 0.476683937824
+2016-08-30 19:07:21,123 DEBUG: Best view : View0
+2016-08-30 19:07:41,853 DEBUG: Start: Iteration 292
+2016-08-30 19:07:41,875 DEBUG: View 0 : 0.699481865285
+2016-08-30 19:07:41,895 DEBUG: View 1 : 0.569948186528
+2016-08-30 19:07:41,915 DEBUG: View 2 : 0.430051813472
+2016-08-30 19:07:41,938 DEBUG: View 3 : 0.709844559585
+2016-08-30 19:07:44,589 DEBUG: Best view : View3
+2016-08-30 19:08:05,368 DEBUG: Start: Iteration 293
+2016-08-30 19:08:05,389 DEBUG: View 0 : 0.60621761658
+2016-08-30 19:08:05,409 DEBUG: View 1 : 0.367875647668
+2016-08-30 19:08:05,429 DEBUG: View 2 : 0.497409326425
+2016-08-30 19:08:05,452 DEBUG: View 3 : 0.455958549223
+2016-08-30 19:08:08,113 DEBUG: Best view : View0
+2016-08-30 19:08:28,962 DEBUG: Start: Iteration 294
+2016-08-30 19:08:28,984 DEBUG: View 0 : 0.658031088083
+2016-08-30 19:08:29,004 DEBUG: View 1 : 0.440414507772
+2016-08-30 19:08:29,025 DEBUG: View 2 : 0.502590673575
+2016-08-30 19:08:29,048 DEBUG: View 3 : 0.699481865285
+2016-08-30 19:08:31,755 DEBUG: Best view : View3
+2016-08-30 19:08:52,661 DEBUG: Start: Iteration 295
+2016-08-30 19:08:52,684 DEBUG: View 0 : 0.637305699482
+2016-08-30 19:08:52,705 DEBUG: View 1 : 0.388601036269
+2016-08-30 19:08:52,727 DEBUG: View 2 : 0.450777202073
+2016-08-30 19:08:52,751 DEBUG: View 3 : 0.476683937824
+2016-08-30 19:08:55,436 DEBUG: Best view : View0
+2016-08-30 19:09:16,454 DEBUG: Start: Iteration 296
+2016-08-30 19:09:16,476 DEBUG: View 0 : 0.694300518135
+2016-08-30 19:09:16,496 DEBUG: View 1 : 0.445595854922
+2016-08-30 19:09:16,516 DEBUG: View 2 : 0.455958549223
+2016-08-30 19:09:16,539 DEBUG: View 3 : 0.419689119171
+2016-08-30 19:09:19,232 DEBUG: Best view : View0
+2016-08-30 19:09:40,341 DEBUG: Start: Iteration 297
+2016-08-30 19:09:40,362 DEBUG: View 0 : 0.704663212435
+2016-08-30 19:09:40,382 DEBUG: View 1 : 0.310880829016
+2016-08-30 19:09:40,403 DEBUG: View 2 : 0.39896373057
+2016-08-30 19:09:40,426 DEBUG: View 3 : 0.419689119171
+2016-08-30 19:09:43,103 DEBUG: Best view : View0
+2016-08-30 19:10:04,295 DEBUG: Start: Iteration 298
+2016-08-30 19:10:04,317 DEBUG: View 0 : 0.580310880829
+2016-08-30 19:10:04,338 DEBUG: View 1 : 0.414507772021
+2016-08-30 19:10:04,358 DEBUG: View 2 : 0.367875647668
+2016-08-30 19:10:04,381 DEBUG: View 3 : 0.497409326425
+2016-08-30 19:10:07,044 DEBUG: Best view : View0
+2016-08-30 19:10:28,271 DEBUG: Start: Iteration 299
+2016-08-30 19:10:28,293 DEBUG: View 0 : 0.756476683938
+2016-08-30 19:10:28,313 DEBUG: View 1 : 0.487046632124
+2016-08-30 19:10:28,334 DEBUG: View 2 : 0.59585492228
+2016-08-30 19:10:28,357 DEBUG: View 3 : 0.637305699482
+2016-08-30 19:10:31,053 DEBUG: Best view : View0
+2016-08-30 19:10:52,289 DEBUG: Start: Iteration 300
+2016-08-30 19:10:52,311 DEBUG: View 0 : 0.559585492228
+2016-08-30 19:10:52,331 DEBUG: View 1 : 0.326424870466
+2016-08-30 19:10:52,352 DEBUG: View 2 : 0.435233160622
+2016-08-30 19:10:52,375 DEBUG: View 3 : 0.419689119171
+2016-08-30 19:10:55,054 DEBUG: Best view : View0
+2016-08-30 19:11:16,389 DEBUG: Start: Iteration 301
+2016-08-30 19:11:16,411 DEBUG: View 0 : 0.518134715026
+2016-08-30 19:11:16,431 DEBUG: View 1 : 0.40932642487
+2016-08-30 19:11:16,452 DEBUG: View 2 : 0.528497409326
+2016-08-30 19:11:16,475 DEBUG: View 3 : 0.419689119171
+2016-08-30 19:11:19,162 DEBUG: Best view : View2
+2016-08-30 19:11:41,155 DEBUG: Start: Iteration 302
+2016-08-30 19:11:41,180 DEBUG: View 0 : 0.668393782383
+2016-08-30 19:11:41,203 DEBUG: View 1 : 0.60103626943
+2016-08-30 19:11:41,226 DEBUG: View 2 : 0.497409326425
+2016-08-30 19:11:41,253 DEBUG: View 3 : 0.476683937824
+2016-08-30 19:11:43,995 DEBUG: Best view : View0
+2016-08-30 19:12:05,467 INFO: Start: Classification
+2016-08-30 19:12:39,622 INFO: Done: Fold number 1
+2016-08-30 19:12:39,622 INFO: Start: Fold number 2
+2016-08-30 19:12:47,589 DEBUG: Start: Iteration 1
+2016-08-30 19:12:47,609 DEBUG: View 0 : 0.133689839572
+2016-08-30 19:12:47,628 DEBUG: View 1 : 0.128342245989
+2016-08-30 19:12:47,647 DEBUG: View 2 : 0.155080213904
+2016-08-30 19:12:47,668 DEBUG: View 3 : 0.128342245989
+2016-08-30 19:12:47,668 WARNING: WARNING: All bad for iteration 0
+2016-08-30 19:12:47,988 DEBUG: Best view : View2
+2016-08-30 19:12:48,111 DEBUG: Start: Iteration 2
+2016-08-30 19:12:48,132 DEBUG: View 0 : 0.75935828877
+2016-08-30 19:12:48,152 DEBUG: View 1 : 0.422459893048
+2016-08-30 19:12:48,172 DEBUG: View 2 : 0.502673796791
+2016-08-30 19:12:48,194 DEBUG: View 3 : 0.775401069519
+2016-08-30 19:12:48,498 DEBUG: Best view : View3
+2016-08-30 19:12:48,688 DEBUG: Start: Iteration 3
+2016-08-30 19:12:48,710 DEBUG: View 0 : 0.72192513369
+2016-08-30 19:12:48,730 DEBUG: View 1 : 0.459893048128
+2016-08-30 19:12:48,750 DEBUG: View 2 : 0.395721925134
+2016-08-30 19:12:48,772 DEBUG: View 3 : 0.775401069519
+2016-08-30 19:12:49,171 DEBUG: Best view : View3
+2016-08-30 19:12:49,447 DEBUG: Start: Iteration 4
+2016-08-30 19:12:49,468 DEBUG: View 0 : 0.663101604278
+2016-08-30 19:12:49,488 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:12:49,508 DEBUG: View 2 : 0.572192513369
+2016-08-30 19:12:49,531 DEBUG: View 3 : 0.636363636364
+2016-08-30 19:12:49,902 DEBUG: Best view : View0
+2016-08-30 19:12:50,238 DEBUG: Start: Iteration 5
+2016-08-30 19:12:50,260 DEBUG: View 0 : 0.609625668449
+2016-08-30 19:12:50,280 DEBUG: View 1 : 0.475935828877
+2016-08-30 19:12:50,299 DEBUG: View 2 : 0.524064171123
+2016-08-30 19:12:50,322 DEBUG: View 3 : 0.582887700535
+2016-08-30 19:12:50,679 DEBUG: Best view : View0
+2016-08-30 19:12:51,083 DEBUG: Start: Iteration 6
+2016-08-30 19:12:51,104 DEBUG: View 0 : 0.598930481283
+2016-08-30 19:12:51,124 DEBUG: View 1 : 0.438502673797
+2016-08-30 19:12:51,144 DEBUG: View 2 : 0.385026737968
+2016-08-30 19:12:51,167 DEBUG: View 3 : 0.780748663102
+2016-08-30 19:12:51,533 DEBUG: Best view : View3
+2016-08-30 19:12:52,007 DEBUG: Start: Iteration 7
+2016-08-30 19:12:52,028 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:12:52,047 DEBUG: View 1 : 0.438502673797
+2016-08-30 19:12:52,067 DEBUG: View 2 : 0.550802139037
+2016-08-30 19:12:52,090 DEBUG: View 3 : 0.657754010695
+2016-08-30 19:12:52,506 DEBUG: Best view : View0
+2016-08-30 19:12:53,047 DEBUG: Start: Iteration 8
+2016-08-30 19:12:53,069 DEBUG: View 0 : 0.75935828877
+2016-08-30 19:12:53,089 DEBUG: View 1 : 0.411764705882
+2016-08-30 19:12:53,109 DEBUG: View 2 : 0.497326203209
+2016-08-30 19:12:53,132 DEBUG: View 3 : 0.641711229947
+2016-08-30 19:12:53,515 DEBUG: Best view : View0
+2016-08-30 19:12:54,124 DEBUG: Start: Iteration 9
+2016-08-30 19:12:54,145 DEBUG: View 0 : 0.754010695187
+2016-08-30 19:12:54,165 DEBUG: View 1 : 0.534759358289
+2016-08-30 19:12:54,185 DEBUG: View 2 : 0.390374331551
+2016-08-30 19:12:54,208 DEBUG: View 3 : 0.679144385027
+2016-08-30 19:12:54,610 DEBUG: Best view : View0
+2016-08-30 19:12:55,289 DEBUG: Start: Iteration 10
+2016-08-30 19:12:55,310 DEBUG: View 0 : 0.620320855615
+2016-08-30 19:12:55,330 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:12:55,349 DEBUG: View 2 : 0.540106951872
+2016-08-30 19:12:55,372 DEBUG: View 3 : 0.679144385027
+2016-08-30 19:12:55,770 DEBUG: Best view : View3
+2016-08-30 19:12:56,516 DEBUG: Start: Iteration 11
+2016-08-30 19:12:56,537 DEBUG: View 0 : 0.689839572193
+2016-08-30 19:12:56,557 DEBUG: View 1 : 0.368983957219
+2016-08-30 19:12:56,576 DEBUG: View 2 : 0.427807486631
+2016-08-30 19:12:56,599 DEBUG: View 3 : 0.679144385027
+2016-08-30 19:12:57,006 DEBUG: Best view : View3
+2016-08-30 19:12:57,819 DEBUG: Start: Iteration 12
+2016-08-30 19:12:57,841 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:12:57,860 DEBUG: View 1 : 0.411764705882
+2016-08-30 19:12:57,880 DEBUG: View 2 : 0.390374331551
+2016-08-30 19:12:57,903 DEBUG: View 3 : 0.689839572193
+2016-08-30 19:12:58,323 DEBUG: Best view : View0
+2016-08-30 19:12:59,206 DEBUG: Start: Iteration 13
+2016-08-30 19:12:59,227 DEBUG: View 0 : 0.641711229947
+2016-08-30 19:12:59,247 DEBUG: View 1 : 0.459893048128
+2016-08-30 19:12:59,267 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:12:59,290 DEBUG: View 3 : 0.673796791444
+2016-08-30 19:12:59,721 DEBUG: Best view : View3
+2016-08-30 19:13:00,675 DEBUG: Start: Iteration 14
+2016-08-30 19:13:00,696 DEBUG: View 0 : 0.705882352941
+2016-08-30 19:13:00,715 DEBUG: View 1 : 0.502673796791
+2016-08-30 19:13:00,736 DEBUG: View 2 : 0.470588235294
+2016-08-30 19:13:00,759 DEBUG: View 3 : 0.700534759358
+2016-08-30 19:13:01,193 DEBUG: Best view : View0
+2016-08-30 19:13:02,212 DEBUG: Start: Iteration 15
+2016-08-30 19:13:02,233 DEBUG: View 0 : 0.732620320856
+2016-08-30 19:13:02,253 DEBUG: View 1 : 0.502673796791
+2016-08-30 19:13:02,273 DEBUG: View 2 : 0.540106951872
+2016-08-30 19:13:02,296 DEBUG: View 3 : 0.732620320856
+2016-08-30 19:13:02,740 DEBUG: Best view : View3
+2016-08-30 19:13:03,827 DEBUG: Start: Iteration 16
+2016-08-30 19:13:03,849 DEBUG: View 0 : 0.786096256684
+2016-08-30 19:13:03,868 DEBUG: View 1 : 0.347593582888
+2016-08-30 19:13:03,888 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:13:03,911 DEBUG: View 3 : 0.780748663102
+2016-08-30 19:13:04,357 DEBUG: Best view : View3
+2016-08-30 19:13:05,513 DEBUG: Start: Iteration 17
+2016-08-30 19:13:05,534 DEBUG: View 0 : 0.737967914439
+2016-08-30 19:13:05,554 DEBUG: View 1 : 0.390374331551
+2016-08-30 19:13:05,573 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:13:05,596 DEBUG: View 3 : 0.668449197861
+2016-08-30 19:13:06,051 DEBUG: Best view : View0
+2016-08-30 19:13:07,273 DEBUG: Start: Iteration 18
+2016-08-30 19:13:07,294 DEBUG: View 0 : 0.727272727273
+2016-08-30 19:13:07,313 DEBUG: View 1 : 0.566844919786
+2016-08-30 19:13:07,333 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:13:07,355 DEBUG: View 3 : 0.716577540107
+2016-08-30 19:13:07,826 DEBUG: Best view : View3
+2016-08-30 19:13:09,128 DEBUG: Start: Iteration 19
+2016-08-30 19:13:09,148 DEBUG: View 0 : 0.716577540107
+2016-08-30 19:13:09,168 DEBUG: View 1 : 0.406417112299
+2016-08-30 19:13:09,187 DEBUG: View 2 : 0.454545454545
+2016-08-30 19:13:09,210 DEBUG: View 3 : 0.689839572193
+2016-08-30 19:13:09,697 DEBUG: Best view : View0
+2016-08-30 19:13:11,059 DEBUG: Start: Iteration 20
+2016-08-30 19:13:11,080 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:13:11,099 DEBUG: View 1 : 0.363636363636
+2016-08-30 19:13:11,119 DEBUG: View 2 : 0.566844919786
+2016-08-30 19:13:11,141 DEBUG: View 3 : 0.679144385027
+2016-08-30 19:13:11,628 DEBUG: Best view : View3
+2016-08-30 19:13:13,057 DEBUG: Start: Iteration 21
+2016-08-30 19:13:13,078 DEBUG: View 0 : 0.68449197861
+2016-08-30 19:13:13,098 DEBUG: View 1 : 0.331550802139
+2016-08-30 19:13:13,118 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:13:13,140 DEBUG: View 3 : 0.732620320856
+2016-08-30 19:13:13,630 DEBUG: Best view : View3
+2016-08-30 19:13:15,134 DEBUG: Start: Iteration 22
+2016-08-30 19:13:15,155 DEBUG: View 0 : 0.791443850267
+2016-08-30 19:13:15,175 DEBUG: View 1 : 0.395721925134
+2016-08-30 19:13:15,195 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:13:15,218 DEBUG: View 3 : 0.705882352941
+2016-08-30 19:13:15,713 DEBUG: Best view : View0
+2016-08-30 19:13:17,283 DEBUG: Start: Iteration 23
+2016-08-30 19:13:17,304 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:13:17,323 DEBUG: View 1 : 0.513368983957
+2016-08-30 19:13:17,343 DEBUG: View 2 : 0.374331550802
+2016-08-30 19:13:17,366 DEBUG: View 3 : 0.716577540107
+2016-08-30 19:13:17,870 DEBUG: Best view : View3
+2016-08-30 19:13:19,510 DEBUG: Start: Iteration 24
+2016-08-30 19:13:19,532 DEBUG: View 0 : 0.663101604278
+2016-08-30 19:13:19,552 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:13:19,571 DEBUG: View 2 : 0.454545454545
+2016-08-30 19:13:19,593 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:13:20,103 DEBUG: Best view : View0
+2016-08-30 19:13:21,816 DEBUG: Start: Iteration 25
+2016-08-30 19:13:21,838 DEBUG: View 0 : 0.72192513369
+2016-08-30 19:13:21,857 DEBUG: View 1 : 0.502673796791
+2016-08-30 19:13:21,877 DEBUG: View 2 : 0.454545454545
+2016-08-30 19:13:21,900 DEBUG: View 3 : 0.732620320856
+2016-08-30 19:13:22,421 DEBUG: Best view : View3
+2016-08-30 19:13:24,194 DEBUG: Start: Iteration 26
+2016-08-30 19:13:24,216 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:13:24,235 DEBUG: View 1 : 0.48128342246
+2016-08-30 19:13:24,255 DEBUG: View 2 : 0.459893048128
+2016-08-30 19:13:24,278 DEBUG: View 3 : 0.807486631016
+2016-08-30 19:13:24,808 DEBUG: Best view : View3
+2016-08-30 19:13:26,647 DEBUG: Start: Iteration 27
+2016-08-30 19:13:26,668 DEBUG: View 0 : 0.716577540107
+2016-08-30 19:13:26,688 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:13:26,708 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:13:26,730 DEBUG: View 3 : 0.818181818182
+2016-08-30 19:13:27,267 DEBUG: Best view : View3
+2016-08-30 19:13:29,181 DEBUG: Start: Iteration 28
+2016-08-30 19:13:29,202 DEBUG: View 0 : 0.631016042781
+2016-08-30 19:13:29,221 DEBUG: View 1 : 0.486631016043
+2016-08-30 19:13:29,241 DEBUG: View 2 : 0.433155080214
+2016-08-30 19:13:29,265 DEBUG: View 3 : 0.775401069519
+2016-08-30 19:13:29,812 DEBUG: Best view : View3
+2016-08-30 19:13:31,786 DEBUG: Start: Iteration 29
+2016-08-30 19:13:31,807 DEBUG: View 0 : 0.663101604278
+2016-08-30 19:13:31,827 DEBUG: View 1 : 0.336898395722
+2016-08-30 19:13:31,847 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:13:31,869 DEBUG: View 3 : 0.470588235294
+2016-08-30 19:13:32,421 DEBUG: Best view : View0
+2016-08-30 19:13:34,469 DEBUG: Start: Iteration 30
+2016-08-30 19:13:34,490 DEBUG: View 0 : 0.663101604278
+2016-08-30 19:13:34,509 DEBUG: View 1 : 0.433155080214
+2016-08-30 19:13:34,529 DEBUG: View 2 : 0.534759358289
+2016-08-30 19:13:34,552 DEBUG: View 3 : 0.828877005348
+2016-08-30 19:13:35,107 DEBUG: Best view : View3
+2016-08-30 19:13:37,221 DEBUG: Start: Iteration 31
+2016-08-30 19:13:37,242 DEBUG: View 0 : 0.679144385027
+2016-08-30 19:13:37,262 DEBUG: View 1 : 0.502673796791
+2016-08-30 19:13:37,281 DEBUG: View 2 : 0.427807486631
+2016-08-30 19:13:37,304 DEBUG: View 3 : 0.812834224599
+2016-08-30 19:13:37,872 DEBUG: Best view : View3
+2016-08-30 19:13:40,057 DEBUG: Start: Iteration 32
+2016-08-30 19:13:40,078 DEBUG: View 0 : 0.68449197861
+2016-08-30 19:13:40,098 DEBUG: View 1 : 0.577540106952
+2016-08-30 19:13:40,118 DEBUG: View 2 : 0.449197860963
+2016-08-30 19:13:40,141 DEBUG: View 3 : 0.470588235294
+2016-08-30 19:13:40,712 DEBUG: Best view : View0
+2016-08-30 19:13:42,964 DEBUG: Start: Iteration 33
+2016-08-30 19:13:42,986 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:13:43,005 DEBUG: View 1 : 0.31550802139
+2016-08-30 19:13:43,025 DEBUG: View 2 : 0.465240641711
+2016-08-30 19:13:43,049 DEBUG: View 3 : 0.791443850267
+2016-08-30 19:13:43,628 DEBUG: Best view : View3
+2016-08-30 19:13:45,951 DEBUG: Start: Iteration 34
+2016-08-30 19:13:45,972 DEBUG: View 0 : 0.68449197861
+2016-08-30 19:13:45,992 DEBUG: View 1 : 0.390374331551
+2016-08-30 19:13:46,012 DEBUG: View 2 : 0.475935828877
+2016-08-30 19:13:46,035 DEBUG: View 3 : 0.454545454545
+2016-08-30 19:13:46,637 DEBUG: Best view : View0
+2016-08-30 19:13:49,021 DEBUG: Start: Iteration 35
+2016-08-30 19:13:49,043 DEBUG: View 0 : 0.716577540107
+2016-08-30 19:13:49,063 DEBUG: View 1 : 0.417112299465
+2016-08-30 19:13:49,083 DEBUG: View 2 : 0.534759358289
+2016-08-30 19:13:49,106 DEBUG: View 3 : 0.83422459893
+2016-08-30 19:13:49,721 DEBUG: Best view : View3
+2016-08-30 19:13:52,184 DEBUG: Start: Iteration 36
+2016-08-30 19:13:52,205 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:13:52,225 DEBUG: View 1 : 0.438502673797
+2016-08-30 19:13:52,244 DEBUG: View 2 : 0.44385026738
+2016-08-30 19:13:52,267 DEBUG: View 3 : 0.748663101604
+2016-08-30 19:13:52,886 DEBUG: Best view : View3
+2016-08-30 19:13:55,413 DEBUG: Start: Iteration 37
+2016-08-30 19:13:55,435 DEBUG: View 0 : 0.614973262032
+2016-08-30 19:13:55,454 DEBUG: View 1 : 0.491978609626
+2016-08-30 19:13:55,474 DEBUG: View 2 : 0.465240641711
+2016-08-30 19:13:55,497 DEBUG: View 3 : 0.454545454545
+2016-08-30 19:13:56,123 DEBUG: Best view : View0
+2016-08-30 19:13:58,724 DEBUG: Start: Iteration 38
+2016-08-30 19:13:58,745 DEBUG: View 0 : 0.68449197861
+2016-08-30 19:13:58,765 DEBUG: View 1 : 0.48128342246
+2016-08-30 19:13:58,784 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:13:58,807 DEBUG: View 3 : 0.454545454545
+2016-08-30 19:13:59,446 DEBUG: Best view : View0
+2016-08-30 19:14:02,110 DEBUG: Start: Iteration 39
+2016-08-30 19:14:02,131 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:14:02,151 DEBUG: View 1 : 0.470588235294
+2016-08-30 19:14:02,170 DEBUG: View 2 : 0.390374331551
+2016-08-30 19:14:02,193 DEBUG: View 3 : 0.454545454545
+2016-08-30 19:14:02,845 DEBUG: Best view : View0
+2016-08-30 19:14:05,578 DEBUG: Start: Iteration 40
+2016-08-30 19:14:05,600 DEBUG: View 0 : 0.604278074866
+2016-08-30 19:14:05,619 DEBUG: View 1 : 0.406417112299
+2016-08-30 19:14:05,639 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:14:05,663 DEBUG: View 3 : 0.465240641711
+2016-08-30 19:14:06,322 DEBUG: Best view : View0
+2016-08-30 19:14:09,125 DEBUG: Start: Iteration 41
+2016-08-30 19:14:09,147 DEBUG: View 0 : 0.689839572193
+2016-08-30 19:14:09,167 DEBUG: View 1 : 0.401069518717
+2016-08-30 19:14:09,187 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:14:09,209 DEBUG: View 3 : 0.470588235294
+2016-08-30 19:14:09,871 DEBUG: Best view : View0
+2016-08-30 19:14:12,739 DEBUG: Start: Iteration 42
+2016-08-30 19:14:12,760 DEBUG: View 0 : 0.75935828877
+2016-08-30 19:14:12,780 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:14:12,800 DEBUG: View 2 : 0.449197860963
+2016-08-30 19:14:12,823 DEBUG: View 3 : 0.470588235294
+2016-08-30 19:14:13,547 DEBUG: Best view : View0
+2016-08-30 19:14:16,501 DEBUG: Start: Iteration 43
+2016-08-30 19:14:16,522 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:14:16,542 DEBUG: View 1 : 0.422459893048
+2016-08-30 19:14:16,562 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:14:16,584 DEBUG: View 3 : 0.470588235294
+2016-08-30 19:14:17,256 DEBUG: Best view : View0
+2016-08-30 19:14:20,292 DEBUG: Start: Iteration 44
+2016-08-30 19:14:20,313 DEBUG: View 0 : 0.705882352941
+2016-08-30 19:14:20,332 DEBUG: View 1 : 0.475935828877
+2016-08-30 19:14:20,352 DEBUG: View 2 : 0.385026737968
+2016-08-30 19:14:20,375 DEBUG: View 3 : 0.524064171123
+2016-08-30 19:14:21,064 DEBUG: Best view : View0
+2016-08-30 19:14:24,153 DEBUG: Start: Iteration 45
+2016-08-30 19:14:24,175 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:14:24,194 DEBUG: View 1 : 0.352941176471
+2016-08-30 19:14:24,215 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:14:24,238 DEBUG: View 3 : 0.780748663102
+2016-08-30 19:14:24,931 DEBUG: Best view : View3
+2016-08-30 19:14:28,081 DEBUG: Start: Iteration 46
+2016-08-30 19:14:28,102 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:14:28,121 DEBUG: View 1 : 0.524064171123
+2016-08-30 19:14:28,141 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:14:28,164 DEBUG: View 3 : 0.743315508021
+2016-08-30 19:14:28,873 DEBUG: Best view : View3
+2016-08-30 19:14:32,103 DEBUG: Start: Iteration 47
+2016-08-30 19:14:32,124 DEBUG: View 0 : 0.68449197861
+2016-08-30 19:14:32,144 DEBUG: View 1 : 0.438502673797
+2016-08-30 19:14:32,164 DEBUG: View 2 : 0.641711229947
+2016-08-30 19:14:32,187 DEBUG: View 3 : 0.459893048128
+2016-08-30 19:14:32,893 DEBUG: Best view : View0
+2016-08-30 19:14:36,204 DEBUG: Start: Iteration 48
+2016-08-30 19:14:36,225 DEBUG: View 0 : 0.711229946524
+2016-08-30 19:14:36,244 DEBUG: View 1 : 0.374331550802
+2016-08-30 19:14:36,264 DEBUG: View 2 : 0.390374331551
+2016-08-30 19:14:36,287 DEBUG: View 3 : 0.459893048128
+2016-08-30 19:14:37,001 DEBUG: Best view : View0
+2016-08-30 19:14:40,372 DEBUG: Start: Iteration 49
+2016-08-30 19:14:40,394 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:14:40,413 DEBUG: View 1 : 0.401069518717
+2016-08-30 19:14:40,433 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:14:40,456 DEBUG: View 3 : 0.475935828877
+2016-08-30 19:14:41,197 DEBUG: Best view : View0
+2016-08-30 19:14:44,632 DEBUG: Start: Iteration 50
+2016-08-30 19:14:44,654 DEBUG: View 0 : 0.72192513369
+2016-08-30 19:14:44,674 DEBUG: View 1 : 0.417112299465
+2016-08-30 19:14:44,693 DEBUG: View 2 : 0.545454545455
+2016-08-30 19:14:44,716 DEBUG: View 3 : 0.764705882353
+2016-08-30 19:14:45,447 DEBUG: Best view : View3
+2016-08-30 19:14:48,933 DEBUG: Start: Iteration 51
+2016-08-30 19:14:48,954 DEBUG: View 0 : 0.641711229947
+2016-08-30 19:14:48,973 DEBUG: View 1 : 0.497326203209
+2016-08-30 19:14:48,993 DEBUG: View 2 : 0.529411764706
+2016-08-30 19:14:49,016 DEBUG: View 3 : 0.588235294118
+2016-08-30 19:14:49,755 DEBUG: Best view : View0
+2016-08-30 19:14:53,319 DEBUG: Start: Iteration 52
+2016-08-30 19:14:53,341 DEBUG: View 0 : 0.72192513369
+2016-08-30 19:14:53,361 DEBUG: View 1 : 0.427807486631
+2016-08-30 19:14:53,380 DEBUG: View 2 : 0.598930481283
+2016-08-30 19:14:53,403 DEBUG: View 3 : 0.502673796791
+2016-08-30 19:14:54,148 DEBUG: Best view : View0
+2016-08-30 19:14:57,771 DEBUG: Start: Iteration 53
+2016-08-30 19:14:57,793 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:14:57,812 DEBUG: View 1 : 0.545454545455
+2016-08-30 19:14:57,832 DEBUG: View 2 : 0.545454545455
+2016-08-30 19:14:57,854 DEBUG: View 3 : 0.700534759358
+2016-08-30 19:14:58,595 DEBUG: Best view : View3
+2016-08-30 19:15:02,350 DEBUG: Start: Iteration 54
+2016-08-30 19:15:02,372 DEBUG: View 0 : 0.663101604278
+2016-08-30 19:15:02,391 DEBUG: View 1 : 0.465240641711
+2016-08-30 19:15:02,411 DEBUG: View 2 : 0.433155080214
+2016-08-30 19:15:02,434 DEBUG: View 3 : 0.700534759358
+2016-08-30 19:15:03,199 DEBUG: Best view : View3
+2016-08-30 19:15:06,986 DEBUG: Start: Iteration 55
+2016-08-30 19:15:07,007 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:15:07,027 DEBUG: View 1 : 0.51871657754
+2016-08-30 19:15:07,046 DEBUG: View 2 : 0.449197860963
+2016-08-30 19:15:07,069 DEBUG: View 3 : 0.770053475936
+2016-08-30 19:15:07,836 DEBUG: Best view : View3
+2016-08-30 19:15:11,701 DEBUG: Start: Iteration 56
+2016-08-30 19:15:11,722 DEBUG: View 0 : 0.711229946524
+2016-08-30 19:15:11,742 DEBUG: View 1 : 0.44385026738
+2016-08-30 19:15:11,762 DEBUG: View 2 : 0.427807486631
+2016-08-30 19:15:11,785 DEBUG: View 3 : 0.673796791444
+2016-08-30 19:15:12,561 DEBUG: Best view : View0
+2016-08-30 19:15:16,524 DEBUG: Start: Iteration 57
+2016-08-30 19:15:16,547 DEBUG: View 0 : 0.743315508021
+2016-08-30 19:15:16,566 DEBUG: View 1 : 0.44385026738
+2016-08-30 19:15:16,586 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:15:16,609 DEBUG: View 3 : 0.673796791444
+2016-08-30 19:15:17,397 DEBUG: Best view : View0
+2016-08-30 19:15:21,415 DEBUG: Start: Iteration 58
+2016-08-30 19:15:21,436 DEBUG: View 0 : 0.647058823529
+2016-08-30 19:15:21,455 DEBUG: View 1 : 0.534759358289
+2016-08-30 19:15:21,475 DEBUG: View 2 : 0.454545454545
+2016-08-30 19:15:21,497 DEBUG: View 3 : 0.673796791444
+2016-08-30 19:15:22,299 DEBUG: Best view : View3
+2016-08-30 19:15:26,368 DEBUG: Start: Iteration 59
+2016-08-30 19:15:26,389 DEBUG: View 0 : 0.732620320856
+2016-08-30 19:15:26,409 DEBUG: View 1 : 0.513368983957
+2016-08-30 19:15:26,429 DEBUG: View 2 : 0.470588235294
+2016-08-30 19:15:26,451 DEBUG: View 3 : 0.668449197861
+2016-08-30 19:15:27,249 DEBUG: Best view : View0
+2016-08-30 19:15:31,392 DEBUG: Start: Iteration 60
+2016-08-30 19:15:31,412 DEBUG: View 0 : 0.75935828877
+2016-08-30 19:15:31,432 DEBUG: View 1 : 0.385026737968
+2016-08-30 19:15:31,452 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:15:31,475 DEBUG: View 3 : 0.705882352941
+2016-08-30 19:15:32,279 DEBUG: Best view : View0
+2016-08-30 19:15:36,482 DEBUG: Start: Iteration 61
+2016-08-30 19:15:36,504 DEBUG: View 0 : 0.652406417112
+2016-08-30 19:15:36,524 DEBUG: View 1 : 0.395721925134
+2016-08-30 19:15:36,544 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:15:36,566 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:15:37,376 DEBUG: Best view : View0
+2016-08-30 19:15:41,642 DEBUG: Start: Iteration 62
+2016-08-30 19:15:41,664 DEBUG: View 0 : 0.679144385027
+2016-08-30 19:15:41,683 DEBUG: View 1 : 0.577540106952
+2016-08-30 19:15:41,703 DEBUG: View 2 : 0.368983957219
+2016-08-30 19:15:41,726 DEBUG: View 3 : 0.737967914439
+2016-08-30 19:15:42,547 DEBUG: Best view : View3
+2016-08-30 19:15:46,878 DEBUG: Start: Iteration 63
+2016-08-30 19:15:46,899 DEBUG: View 0 : 0.679144385027
+2016-08-30 19:15:46,919 DEBUG: View 1 : 0.379679144385
+2016-08-30 19:15:46,938 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:15:46,961 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:15:47,792 DEBUG: Best view : View0
+2016-08-30 19:15:52,219 DEBUG: Start: Iteration 64
+2016-08-30 19:15:52,240 DEBUG: View 0 : 0.68449197861
+2016-08-30 19:15:52,259 DEBUG: View 1 : 0.374331550802
+2016-08-30 19:15:52,279 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:15:52,302 DEBUG: View 3 : 0.68449197861
+2016-08-30 19:15:53,144 DEBUG: Best view : View0
+2016-08-30 19:15:57,623 DEBUG: Start: Iteration 65
+2016-08-30 19:15:57,644 DEBUG: View 0 : 0.668449197861
+2016-08-30 19:15:57,663 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:15:57,683 DEBUG: View 2 : 0.524064171123
+2016-08-30 19:15:57,705 DEBUG: View 3 : 0.68449197861
+2016-08-30 19:15:58,557 DEBUG: Best view : View3
+2016-08-30 19:16:03,103 DEBUG: Start: Iteration 66
+2016-08-30 19:16:03,125 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:16:03,144 DEBUG: View 1 : 0.427807486631
+2016-08-30 19:16:03,164 DEBUG: View 2 : 0.582887700535
+2016-08-30 19:16:03,186 DEBUG: View 3 : 0.764705882353
+2016-08-30 19:16:04,042 DEBUG: Best view : View3
+2016-08-30 19:16:08,663 DEBUG: Start: Iteration 67
+2016-08-30 19:16:08,685 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:16:08,704 DEBUG: View 1 : 0.411764705882
+2016-08-30 19:16:08,724 DEBUG: View 2 : 0.508021390374
+2016-08-30 19:16:08,747 DEBUG: View 3 : 0.727272727273
+2016-08-30 19:16:09,600 DEBUG: Best view : View3
+2016-08-30 19:16:14,279 DEBUG: Start: Iteration 68
+2016-08-30 19:16:14,300 DEBUG: View 0 : 0.770053475936
+2016-08-30 19:16:14,319 DEBUG: View 1 : 0.465240641711
+2016-08-30 19:16:14,339 DEBUG: View 2 : 0.433155080214
+2016-08-30 19:16:14,362 DEBUG: View 3 : 0.75935828877
+2016-08-30 19:16:15,226 DEBUG: Best view : View3
+2016-08-30 19:16:19,979 DEBUG: Start: Iteration 69
+2016-08-30 19:16:20,000 DEBUG: View 0 : 0.786096256684
+2016-08-30 19:16:20,020 DEBUG: View 1 : 0.395721925134
+2016-08-30 19:16:20,040 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:16:20,062 DEBUG: View 3 : 0.75935828877
+2016-08-30 19:16:20,931 DEBUG: Best view : View0
+2016-08-30 19:16:25,766 DEBUG: Start: Iteration 70
+2016-08-30 19:16:25,787 DEBUG: View 0 : 0.743315508021
+2016-08-30 19:16:25,807 DEBUG: View 1 : 0.433155080214
+2016-08-30 19:16:25,827 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:16:25,850 DEBUG: View 3 : 0.748663101604
+2016-08-30 19:16:26,723 DEBUG: Best view : View3
+2016-08-30 19:16:31,633 DEBUG: Start: Iteration 71
+2016-08-30 19:16:31,654 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:16:31,673 DEBUG: View 1 : 0.449197860963
+2016-08-30 19:16:31,693 DEBUG: View 2 : 0.550802139037
+2016-08-30 19:16:31,715 DEBUG: View 3 : 0.705882352941
+2016-08-30 19:16:32,595 DEBUG: Best view : View3
+2016-08-30 19:16:37,585 DEBUG: Start: Iteration 72
+2016-08-30 19:16:37,605 DEBUG: View 0 : 0.716577540107
+2016-08-30 19:16:37,625 DEBUG: View 1 : 0.427807486631
+2016-08-30 19:16:37,645 DEBUG: View 2 : 0.497326203209
+2016-08-30 19:16:37,668 DEBUG: View 3 : 0.700534759358
+2016-08-30 19:16:38,556 DEBUG: Best view : View3
+2016-08-30 19:16:43,577 DEBUG: Start: Iteration 73
+2016-08-30 19:16:43,597 DEBUG: View 0 : 0.68449197861
+2016-08-30 19:16:43,617 DEBUG: View 1 : 0.417112299465
+2016-08-30 19:16:43,637 DEBUG: View 2 : 0.593582887701
+2016-08-30 19:16:43,659 DEBUG: View 3 : 0.732620320856
+2016-08-30 19:16:44,576 DEBUG: Best view : View3
+2016-08-30 19:16:49,681 DEBUG: Start: Iteration 74
+2016-08-30 19:16:49,702 DEBUG: View 0 : 0.550802139037
+2016-08-30 19:16:49,722 DEBUG: View 1 : 0.427807486631
+2016-08-30 19:16:49,742 DEBUG: View 2 : 0.374331550802
+2016-08-30 19:16:49,765 DEBUG: View 3 : 0.700534759358
+2016-08-30 19:16:50,682 DEBUG: Best view : View3
+2016-08-30 19:16:55,843 DEBUG: Start: Iteration 75
+2016-08-30 19:16:55,864 DEBUG: View 0 : 0.679144385027
+2016-08-30 19:16:55,884 DEBUG: View 1 : 0.395721925134
+2016-08-30 19:16:55,904 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:16:55,926 DEBUG: View 3 : 0.770053475936
+2016-08-30 19:16:56,848 DEBUG: Best view : View3
+2016-08-30 19:17:02,094 DEBUG: Start: Iteration 76
+2016-08-30 19:17:02,116 DEBUG: View 0 : 0.732620320856
+2016-08-30 19:17:02,135 DEBUG: View 1 : 0.524064171123
+2016-08-30 19:17:02,154 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:17:02,177 DEBUG: View 3 : 0.770053475936
+2016-08-30 19:17:03,103 DEBUG: Best view : View3
+2016-08-30 19:17:08,399 DEBUG: Start: Iteration 77
+2016-08-30 19:17:08,420 DEBUG: View 0 : 0.727272727273
+2016-08-30 19:17:08,439 DEBUG: View 1 : 0.459893048128
+2016-08-30 19:17:08,459 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:17:08,482 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:17:09,413 DEBUG: Best view : View0
+2016-08-30 19:17:14,793 DEBUG: Start: Iteration 78
+2016-08-30 19:17:14,815 DEBUG: View 0 : 0.743315508021
+2016-08-30 19:17:14,834 DEBUG: View 1 : 0.534759358289
+2016-08-30 19:17:14,854 DEBUG: View 2 : 0.475935828877
+2016-08-30 19:17:14,877 DEBUG: View 3 : 0.491978609626
+2016-08-30 19:17:15,816 DEBUG: Best view : View0
+2016-08-30 19:17:21,257 DEBUG: Start: Iteration 79
+2016-08-30 19:17:21,278 DEBUG: View 0 : 0.770053475936
+2016-08-30 19:17:21,297 DEBUG: View 1 : 0.390374331551
+2016-08-30 19:17:21,317 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:17:21,339 DEBUG: View 3 : 0.486631016043
+2016-08-30 19:17:22,304 DEBUG: Best view : View0
+2016-08-30 19:17:27,820 DEBUG: Start: Iteration 80
+2016-08-30 19:17:27,841 DEBUG: View 0 : 0.716577540107
+2016-08-30 19:17:27,860 DEBUG: View 1 : 0.459893048128
+2016-08-30 19:17:27,881 DEBUG: View 2 : 0.491978609626
+2016-08-30 19:17:27,904 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:17:28,852 DEBUG: Best view : View0
+2016-08-30 19:17:34,441 DEBUG: Start: Iteration 81
+2016-08-30 19:17:34,462 DEBUG: View 0 : 0.689839572193
+2016-08-30 19:17:34,482 DEBUG: View 1 : 0.422459893048
+2016-08-30 19:17:34,501 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:17:34,524 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:17:35,477 DEBUG: Best view : View0
+2016-08-30 19:17:41,127 DEBUG: Start: Iteration 82
+2016-08-30 19:17:41,148 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:17:41,168 DEBUG: View 1 : 0.449197860963
+2016-08-30 19:17:41,187 DEBUG: View 2 : 0.534759358289
+2016-08-30 19:17:41,210 DEBUG: View 3 : 0.737967914439
+2016-08-30 19:17:42,171 DEBUG: Best view : View3
+2016-08-30 19:17:47,880 DEBUG: Start: Iteration 83
+2016-08-30 19:17:47,901 DEBUG: View 0 : 0.625668449198
+2016-08-30 19:17:47,920 DEBUG: View 1 : 0.320855614973
+2016-08-30 19:17:47,939 DEBUG: View 2 : 0.508021390374
+2016-08-30 19:17:47,962 DEBUG: View 3 : 0.737967914439
+2016-08-30 19:17:48,927 DEBUG: Best view : View3
+2016-08-30 19:17:54,716 DEBUG: Start: Iteration 84
+2016-08-30 19:17:54,738 DEBUG: View 0 : 0.689839572193
+2016-08-30 19:17:54,757 DEBUG: View 1 : 0.379679144385
+2016-08-30 19:17:54,777 DEBUG: View 2 : 0.475935828877
+2016-08-30 19:17:54,800 DEBUG: View 3 : 0.764705882353
+2016-08-30 19:17:55,772 DEBUG: Best view : View3
+2016-08-30 19:18:01,646 DEBUG: Start: Iteration 85
+2016-08-30 19:18:01,667 DEBUG: View 0 : 0.561497326203
+2016-08-30 19:18:01,687 DEBUG: View 1 : 0.438502673797
+2016-08-30 19:18:01,707 DEBUG: View 2 : 0.491978609626
+2016-08-30 19:18:01,730 DEBUG: View 3 : 0.764705882353
+2016-08-30 19:18:02,707 DEBUG: Best view : View3
+2016-08-30 19:18:08,640 DEBUG: Start: Iteration 86
+2016-08-30 19:18:08,661 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:18:08,681 DEBUG: View 1 : 0.534759358289
+2016-08-30 19:18:08,700 DEBUG: View 2 : 0.465240641711
+2016-08-30 19:18:08,723 DEBUG: View 3 : 0.764705882353
+2016-08-30 19:18:09,709 DEBUG: Best view : View3
+2016-08-30 19:18:15,697 DEBUG: Start: Iteration 87
+2016-08-30 19:18:15,718 DEBUG: View 0 : 0.764705882353
+2016-08-30 19:18:15,738 DEBUG: View 1 : 0.497326203209
+2016-08-30 19:18:15,758 DEBUG: View 2 : 0.433155080214
+2016-08-30 19:18:15,780 DEBUG: View 3 : 0.491978609626
+2016-08-30 19:18:16,778 DEBUG: Best view : View0
+2016-08-30 19:18:22,845 DEBUG: Start: Iteration 88
+2016-08-30 19:18:22,866 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:18:22,885 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:18:22,905 DEBUG: View 2 : 0.449197860963
+2016-08-30 19:18:22,928 DEBUG: View 3 : 0.491978609626
+2016-08-30 19:18:23,923 DEBUG: Best view : View0
+2016-08-30 19:18:30,058 DEBUG: Start: Iteration 89
+2016-08-30 19:18:30,080 DEBUG: View 0 : 0.657754010695
+2016-08-30 19:18:30,100 DEBUG: View 1 : 0.411764705882
+2016-08-30 19:18:30,119 DEBUG: View 2 : 0.427807486631
+2016-08-30 19:18:30,142 DEBUG: View 3 : 0.491978609626
+2016-08-30 19:18:31,158 DEBUG: Best view : View0
+2016-08-30 19:18:37,377 DEBUG: Start: Iteration 90
+2016-08-30 19:18:37,399 DEBUG: View 0 : 0.72192513369
+2016-08-30 19:18:37,419 DEBUG: View 1 : 0.44385026738
+2016-08-30 19:18:37,439 DEBUG: View 2 : 0.449197860963
+2016-08-30 19:18:37,462 DEBUG: View 3 : 0.748663101604
+2016-08-30 19:18:38,483 DEBUG: Best view : View3
+2016-08-30 19:18:44,765 DEBUG: Start: Iteration 91
+2016-08-30 19:18:44,786 DEBUG: View 0 : 0.727272727273
+2016-08-30 19:18:44,806 DEBUG: View 1 : 0.427807486631
+2016-08-30 19:18:44,825 DEBUG: View 2 : 0.48128342246
+2016-08-30 19:18:44,848 DEBUG: View 3 : 0.491978609626
+2016-08-30 19:18:45,890 DEBUG: Best view : View0
+2016-08-30 19:18:52,252 DEBUG: Start: Iteration 92
+2016-08-30 19:18:52,273 DEBUG: View 0 : 0.647058823529
+2016-08-30 19:18:52,292 DEBUG: View 1 : 0.395721925134
+2016-08-30 19:18:52,312 DEBUG: View 2 : 0.513368983957
+2016-08-30 19:18:52,335 DEBUG: View 3 : 0.491978609626
+2016-08-30 19:18:53,374 DEBUG: Best view : View0
+2016-08-30 19:18:59,794 DEBUG: Start: Iteration 93
+2016-08-30 19:18:59,815 DEBUG: View 0 : 0.732620320856
+2016-08-30 19:18:59,835 DEBUG: View 1 : 0.540106951872
+2016-08-30 19:18:59,854 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:18:59,877 DEBUG: View 3 : 0.802139037433
+2016-08-30 19:19:00,917 DEBUG: Best view : View3
+2016-08-30 19:19:07,396 DEBUG: Start: Iteration 94
+2016-08-30 19:19:07,416 DEBUG: View 0 : 0.545454545455
+2016-08-30 19:19:07,436 DEBUG: View 1 : 0.368983957219
+2016-08-30 19:19:07,456 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:19:07,479 DEBUG: View 3 : 0.491978609626
+2016-08-30 19:19:08,536 DEBUG: Best view : View0
+2016-08-30 19:19:15,091 DEBUG: Start: Iteration 95
+2016-08-30 19:19:15,112 DEBUG: View 0 : 0.588235294118
+2016-08-30 19:19:15,131 DEBUG: View 1 : 0.502673796791
+2016-08-30 19:19:15,151 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:19:15,173 DEBUG: View 3 : 0.491978609626
+2016-08-30 19:19:16,244 DEBUG: Best view : View0
+2016-08-30 19:19:22,857 DEBUG: Start: Iteration 96
+2016-08-30 19:19:22,878 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:19:22,898 DEBUG: View 1 : 0.374331550802
+2016-08-30 19:19:22,918 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:19:22,941 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:19:24,002 DEBUG: Best view : View0
+2016-08-30 19:19:30,686 DEBUG: Start: Iteration 97
+2016-08-30 19:19:30,707 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:19:30,726 DEBUG: View 1 : 0.513368983957
+2016-08-30 19:19:30,746 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:19:30,769 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:19:31,840 DEBUG: Best view : View0
+2016-08-30 19:19:38,597 DEBUG: Start: Iteration 98
+2016-08-30 19:19:38,618 DEBUG: View 0 : 0.657754010695
+2016-08-30 19:19:38,637 DEBUG: View 1 : 0.566844919786
+2016-08-30 19:19:38,657 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:19:38,680 DEBUG: View 3 : 0.770053475936
+2016-08-30 19:19:39,755 DEBUG: Best view : View3
+2016-08-30 19:19:46,574 DEBUG: Start: Iteration 99
+2016-08-30 19:19:46,595 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:19:46,614 DEBUG: View 1 : 0.550802139037
+2016-08-30 19:19:46,634 DEBUG: View 2 : 0.497326203209
+2016-08-30 19:19:46,657 DEBUG: View 3 : 0.770053475936
+2016-08-30 19:19:47,738 DEBUG: Best view : View3
+2016-08-30 19:19:54,651 DEBUG: Start: Iteration 100
+2016-08-30 19:19:54,672 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:19:54,691 DEBUG: View 1 : 0.502673796791
+2016-08-30 19:19:54,711 DEBUG: View 2 : 0.390374331551
+2016-08-30 19:19:54,734 DEBUG: View 3 : 0.780748663102
+2016-08-30 19:19:55,810 DEBUG: Best view : View3
+2016-08-30 19:20:02,756 DEBUG: Start: Iteration 101
+2016-08-30 19:20:02,777 DEBUG: View 0 : 0.68449197861
+2016-08-30 19:20:02,796 DEBUG: View 1 : 0.459893048128
+2016-08-30 19:20:02,816 DEBUG: View 2 : 0.459893048128
+2016-08-30 19:20:02,839 DEBUG: View 3 : 0.764705882353
+2016-08-30 19:20:03,922 DEBUG: Best view : View3
+2016-08-30 19:20:10,949 DEBUG: Start: Iteration 102
+2016-08-30 19:20:10,970 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:20:10,990 DEBUG: View 1 : 0.422459893048
+2016-08-30 19:20:11,009 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:20:11,032 DEBUG: View 3 : 0.732620320856
+2016-08-30 19:20:12,127 DEBUG: Best view : View3
+2016-08-30 19:20:19,257 DEBUG: Start: Iteration 103
+2016-08-30 19:20:19,278 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:20:19,298 DEBUG: View 1 : 0.417112299465
+2016-08-30 19:20:19,317 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:20:19,340 DEBUG: View 3 : 0.593582887701
+2016-08-30 19:20:20,447 DEBUG: Best view : View0
+2016-08-30 19:20:27,610 DEBUG: Start: Iteration 104
+2016-08-30 19:20:27,632 DEBUG: View 0 : 0.75935828877
+2016-08-30 19:20:27,651 DEBUG: View 1 : 0.44385026738
+2016-08-30 19:20:27,671 DEBUG: View 2 : 0.491978609626
+2016-08-30 19:20:27,694 DEBUG: View 3 : 0.588235294118
+2016-08-30 19:20:28,809 DEBUG: Best view : View0
+2016-08-30 19:20:36,090 DEBUG: Start: Iteration 105
+2016-08-30 19:20:36,111 DEBUG: View 0 : 0.737967914439
+2016-08-30 19:20:36,131 DEBUG: View 1 : 0.374331550802
+2016-08-30 19:20:36,151 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:20:36,173 DEBUG: View 3 : 0.55614973262
+2016-08-30 19:20:37,285 DEBUG: Best view : View0
+2016-08-30 19:20:44,586 DEBUG: Start: Iteration 106
+2016-08-30 19:20:44,607 DEBUG: View 0 : 0.754010695187
+2016-08-30 19:20:44,627 DEBUG: View 1 : 0.545454545455
+2016-08-30 19:20:44,646 DEBUG: View 2 : 0.44385026738
+2016-08-30 19:20:44,670 DEBUG: View 3 : 0.754010695187
+2016-08-30 19:20:45,791 DEBUG: Best view : View3
+2016-08-30 19:20:53,171 DEBUG: Start: Iteration 107
+2016-08-30 19:20:53,192 DEBUG: View 0 : 0.75935828877
+2016-08-30 19:20:53,212 DEBUG: View 1 : 0.449197860963
+2016-08-30 19:20:53,232 DEBUG: View 2 : 0.438502673797
+2016-08-30 19:20:53,254 DEBUG: View 3 : 0.754010695187
+2016-08-30 19:20:54,426 DEBUG: Best view : View3
+2016-08-30 19:21:01,884 DEBUG: Start: Iteration 108
+2016-08-30 19:21:01,905 DEBUG: View 0 : 0.764705882353
+2016-08-30 19:21:01,924 DEBUG: View 1 : 0.422459893048
+2016-08-30 19:21:01,944 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:21:01,967 DEBUG: View 3 : 0.75935828877
+2016-08-30 19:21:03,173 DEBUG: Best view : View3
+2016-08-30 19:21:10,675 DEBUG: Start: Iteration 109
+2016-08-30 19:21:10,696 DEBUG: View 0 : 0.620320855615
+2016-08-30 19:21:10,715 DEBUG: View 1 : 0.497326203209
+2016-08-30 19:21:10,734 DEBUG: View 2 : 0.454545454545
+2016-08-30 19:21:10,757 DEBUG: View 3 : 0.770053475936
+2016-08-30 19:21:11,943 DEBUG: Best view : View3
+2016-08-30 19:21:19,564 DEBUG: Start: Iteration 110
+2016-08-30 19:21:19,585 DEBUG: View 0 : 0.748663101604
+2016-08-30 19:21:19,605 DEBUG: View 1 : 0.459893048128
+2016-08-30 19:21:19,625 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:21:19,647 DEBUG: View 3 : 0.695187165775
+2016-08-30 19:21:20,865 DEBUG: Best view : View0
+2016-08-30 19:21:28,482 DEBUG: Start: Iteration 111
+2016-08-30 19:21:28,504 DEBUG: View 0 : 0.727272727273
+2016-08-30 19:21:28,524 DEBUG: View 1 : 0.438502673797
+2016-08-30 19:21:28,544 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:21:28,567 DEBUG: View 3 : 0.754010695187
+2016-08-30 19:21:29,779 DEBUG: Best view : View3
+2016-08-30 19:21:37,489 DEBUG: Start: Iteration 112
+2016-08-30 19:21:37,510 DEBUG: View 0 : 0.668449197861
+2016-08-30 19:21:37,531 DEBUG: View 1 : 0.438502673797
+2016-08-30 19:21:37,551 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:21:37,573 DEBUG: View 3 : 0.802139037433
+2016-08-30 19:21:38,787 DEBUG: Best view : View3
+2016-08-30 19:21:46,577 DEBUG: Start: Iteration 113
+2016-08-30 19:21:46,598 DEBUG: View 0 : 0.743315508021
+2016-08-30 19:21:46,618 DEBUG: View 1 : 0.422459893048
+2016-08-30 19:21:46,638 DEBUG: View 2 : 0.395721925134
+2016-08-30 19:21:46,662 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:21:47,887 DEBUG: Best view : View0
+2016-08-30 19:21:55,757 DEBUG: Start: Iteration 114
+2016-08-30 19:21:55,778 DEBUG: View 0 : 0.572192513369
+2016-08-30 19:21:55,798 DEBUG: View 1 : 0.417112299465
+2016-08-30 19:21:55,818 DEBUG: View 2 : 0.465240641711
+2016-08-30 19:21:55,841 DEBUG: View 3 : 0.657754010695
+2016-08-30 19:21:57,088 DEBUG: Best view : View3
+2016-08-30 19:22:05,042 DEBUG: Start: Iteration 115
+2016-08-30 19:22:05,064 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:22:05,083 DEBUG: View 1 : 0.486631016043
+2016-08-30 19:22:05,103 DEBUG: View 2 : 0.545454545455
+2016-08-30 19:22:05,125 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:22:06,377 DEBUG: Best view : View0
+2016-08-30 19:22:14,400 DEBUG: Start: Iteration 116
+2016-08-30 19:22:14,421 DEBUG: View 0 : 0.561497326203
+2016-08-30 19:22:14,441 DEBUG: View 1 : 0.524064171123
+2016-08-30 19:22:14,461 DEBUG: View 2 : 0.342245989305
+2016-08-30 19:22:14,485 DEBUG: View 3 : 0.657754010695
+2016-08-30 19:22:15,797 DEBUG: Best view : View3
+2016-08-30 19:22:23,867 DEBUG: Start: Iteration 117
+2016-08-30 19:22:23,889 DEBUG: View 0 : 0.754010695187
+2016-08-30 19:22:23,908 DEBUG: View 1 : 0.513368983957
+2016-08-30 19:22:23,928 DEBUG: View 2 : 0.48128342246
+2016-08-30 19:22:23,951 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:22:25,219 DEBUG: Best view : View0
+2016-08-30 19:22:33,404 DEBUG: Start: Iteration 118
+2016-08-30 19:22:33,425 DEBUG: View 0 : 0.572192513369
+2016-08-30 19:22:33,445 DEBUG: View 1 : 0.449197860963
+2016-08-30 19:22:33,464 DEBUG: View 2 : 0.433155080214
+2016-08-30 19:22:33,487 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:22:34,797 DEBUG: Best view : View0
+2016-08-30 19:22:42,993 DEBUG: Start: Iteration 119
+2016-08-30 19:22:43,015 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:22:43,036 DEBUG: View 1 : 0.449197860963
+2016-08-30 19:22:43,057 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:22:43,081 DEBUG: View 3 : 0.79679144385
+2016-08-30 19:22:44,377 DEBUG: Best view : View3
+2016-08-30 19:22:52,642 DEBUG: Start: Iteration 120
+2016-08-30 19:22:52,664 DEBUG: View 0 : 0.743315508021
+2016-08-30 19:22:52,684 DEBUG: View 1 : 0.44385026738
+2016-08-30 19:22:52,704 DEBUG: View 2 : 0.427807486631
+2016-08-30 19:22:52,727 DEBUG: View 3 : 0.770053475936
+2016-08-30 19:22:54,049 DEBUG: Best view : View3
+2016-08-30 19:23:02,441 DEBUG: Start: Iteration 121
+2016-08-30 19:23:02,464 DEBUG: View 0 : 0.72192513369
+2016-08-30 19:23:02,483 DEBUG: View 1 : 0.513368983957
+2016-08-30 19:23:02,503 DEBUG: View 2 : 0.513368983957
+2016-08-30 19:23:02,526 DEBUG: View 3 : 0.770053475936
+2016-08-30 19:23:03,876 DEBUG: Best view : View3
+2016-08-30 19:23:12,448 DEBUG: Start: Iteration 122
+2016-08-30 19:23:12,470 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:23:12,489 DEBUG: View 1 : 0.486631016043
+2016-08-30 19:23:12,509 DEBUG: View 2 : 0.438502673797
+2016-08-30 19:23:12,531 DEBUG: View 3 : 0.732620320856
+2016-08-30 19:23:13,836 DEBUG: Best view : View3
+2016-08-30 19:23:22,304 DEBUG: Start: Iteration 123
+2016-08-30 19:23:22,325 DEBUG: View 0 : 0.705882352941
+2016-08-30 19:23:22,345 DEBUG: View 1 : 0.44385026738
+2016-08-30 19:23:22,364 DEBUG: View 2 : 0.374331550802
+2016-08-30 19:23:22,387 DEBUG: View 3 : 0.775401069519
+2016-08-30 19:23:23,724 DEBUG: Best view : View3
+2016-08-30 19:23:32,254 DEBUG: Start: Iteration 124
+2016-08-30 19:23:32,275 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:23:32,294 DEBUG: View 1 : 0.411764705882
+2016-08-30 19:23:32,315 DEBUG: View 2 : 0.427807486631
+2016-08-30 19:23:32,337 DEBUG: View 3 : 0.780748663102
+2016-08-30 19:23:33,680 DEBUG: Best view : View3
+2016-08-30 19:23:42,314 DEBUG: Start: Iteration 125
+2016-08-30 19:23:42,335 DEBUG: View 0 : 0.711229946524
+2016-08-30 19:23:42,355 DEBUG: View 1 : 0.433155080214
+2016-08-30 19:23:42,375 DEBUG: View 2 : 0.44385026738
+2016-08-30 19:23:42,398 DEBUG: View 3 : 0.700534759358
+2016-08-30 19:23:43,738 DEBUG: Best view : View3
+2016-08-30 19:23:52,414 DEBUG: Start: Iteration 126
+2016-08-30 19:23:52,435 DEBUG: View 0 : 0.652406417112
+2016-08-30 19:23:52,455 DEBUG: View 1 : 0.491978609626
+2016-08-30 19:23:52,475 DEBUG: View 2 : 0.465240641711
+2016-08-30 19:23:52,498 DEBUG: View 3 : 0.588235294118
+2016-08-30 19:23:53,862 DEBUG: Best view : View0
+2016-08-30 19:24:02,571 DEBUG: Start: Iteration 127
+2016-08-30 19:24:02,593 DEBUG: View 0 : 0.657754010695
+2016-08-30 19:24:02,612 DEBUG: View 1 : 0.475935828877
+2016-08-30 19:24:02,632 DEBUG: View 2 : 0.577540106952
+2016-08-30 19:24:02,655 DEBUG: View 3 : 0.802139037433
+2016-08-30 19:24:04,026 DEBUG: Best view : View3
+2016-08-30 19:24:12,879 DEBUG: Start: Iteration 128
+2016-08-30 19:24:12,901 DEBUG: View 0 : 0.705882352941
+2016-08-30 19:24:12,921 DEBUG: View 1 : 0.44385026738
+2016-08-30 19:24:12,941 DEBUG: View 2 : 0.508021390374
+2016-08-30 19:24:12,963 DEBUG: View 3 : 0.812834224599
+2016-08-30 19:24:14,294 DEBUG: Best view : View3
+2016-08-30 19:24:23,140 DEBUG: Start: Iteration 129
+2016-08-30 19:24:23,162 DEBUG: View 0 : 0.540106951872
+2016-08-30 19:24:23,181 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:24:23,201 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:24:23,223 DEBUG: View 3 : 0.812834224599
+2016-08-30 19:24:24,612 DEBUG: Best view : View3
+2016-08-30 19:24:33,552 DEBUG: Start: Iteration 130
+2016-08-30 19:24:33,573 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:24:33,592 DEBUG: View 1 : 0.545454545455
+2016-08-30 19:24:33,612 DEBUG: View 2 : 0.534759358289
+2016-08-30 19:24:33,634 DEBUG: View 3 : 0.770053475936
+2016-08-30 19:24:35,007 DEBUG: Best view : View3
+2016-08-30 19:24:44,015 DEBUG: Start: Iteration 131
+2016-08-30 19:24:44,036 DEBUG: View 0 : 0.743315508021
+2016-08-30 19:24:44,057 DEBUG: View 1 : 0.577540106952
+2016-08-30 19:24:44,077 DEBUG: View 2 : 0.438502673797
+2016-08-30 19:24:44,099 DEBUG: View 3 : 0.598930481283
+2016-08-30 19:24:45,440 DEBUG: Best view : View0
+2016-08-30 19:24:54,506 DEBUG: Start: Iteration 132
+2016-08-30 19:24:54,527 DEBUG: View 0 : 0.663101604278
+2016-08-30 19:24:54,547 DEBUG: View 1 : 0.475935828877
+2016-08-30 19:24:54,567 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:24:54,589 DEBUG: View 3 : 0.79679144385
+2016-08-30 19:24:55,949 DEBUG: Best view : View3
+2016-08-30 19:25:05,119 DEBUG: Start: Iteration 133
+2016-08-30 19:25:05,140 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:25:05,160 DEBUG: View 1 : 0.427807486631
+2016-08-30 19:25:05,180 DEBUG: View 2 : 0.497326203209
+2016-08-30 19:25:05,203 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:25:06,550 DEBUG: Best view : View0
+2016-08-30 19:25:15,748 DEBUG: Start: Iteration 134
+2016-08-30 19:25:15,769 DEBUG: View 0 : 0.72192513369
+2016-08-30 19:25:15,788 DEBUG: View 1 : 0.491978609626
+2016-08-30 19:25:15,808 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:25:15,830 DEBUG: View 3 : 0.593582887701
+2016-08-30 19:25:17,184 DEBUG: Best view : View0
+2016-08-30 19:25:26,513 DEBUG: Start: Iteration 135
+2016-08-30 19:25:26,535 DEBUG: View 0 : 0.732620320856
+2016-08-30 19:25:26,554 DEBUG: View 1 : 0.417112299465
+2016-08-30 19:25:26,574 DEBUG: View 2 : 0.433155080214
+2016-08-30 19:25:26,597 DEBUG: View 3 : 0.598930481283
+2016-08-30 19:25:27,959 DEBUG: Best view : View0
+2016-08-30 19:25:37,325 DEBUG: Start: Iteration 136
+2016-08-30 19:25:37,346 DEBUG: View 0 : 0.679144385027
+2016-08-30 19:25:37,366 DEBUG: View 1 : 0.652406417112
+2016-08-30 19:25:37,386 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:25:37,409 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:25:38,797 DEBUG: Best view : View1
+2016-08-30 19:25:48,267 DEBUG: Start: Iteration 137
+2016-08-30 19:25:48,289 DEBUG: View 0 : 0.641711229947
+2016-08-30 19:25:48,309 DEBUG: View 1 : 0.433155080214
+2016-08-30 19:25:48,328 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:25:48,351 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:25:49,734 DEBUG: Best view : View0
+2016-08-30 19:25:59,285 DEBUG: Start: Iteration 138
+2016-08-30 19:25:59,306 DEBUG: View 0 : 0.657754010695
+2016-08-30 19:25:59,327 DEBUG: View 1 : 0.449197860963
+2016-08-30 19:25:59,347 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:25:59,371 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:26:00,774 DEBUG: Best view : View0
+2016-08-30 19:26:10,346 DEBUG: Start: Iteration 139
+2016-08-30 19:26:10,367 DEBUG: View 0 : 0.716577540107
+2016-08-30 19:26:10,387 DEBUG: View 1 : 0.540106951872
+2016-08-30 19:26:10,406 DEBUG: View 2 : 0.385026737968
+2016-08-30 19:26:10,428 DEBUG: View 3 : 0.561497326203
+2016-08-30 19:26:11,835 DEBUG: Best view : View0
+2016-08-30 19:26:21,481 DEBUG: Start: Iteration 140
+2016-08-30 19:26:21,502 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:26:21,522 DEBUG: View 1 : 0.470588235294
+2016-08-30 19:26:21,541 DEBUG: View 2 : 0.438502673797
+2016-08-30 19:26:21,565 DEBUG: View 3 : 0.75935828877
+2016-08-30 19:26:22,969 DEBUG: Best view : View3
+2016-08-30 19:26:32,714 DEBUG: Start: Iteration 141
+2016-08-30 19:26:32,735 DEBUG: View 0 : 0.641711229947
+2016-08-30 19:26:32,755 DEBUG: View 1 : 0.529411764706
+2016-08-30 19:26:32,775 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:26:32,798 DEBUG: View 3 : 0.754010695187
+2016-08-30 19:26:34,221 DEBUG: Best view : View3
+2016-08-30 19:26:44,036 DEBUG: Start: Iteration 142
+2016-08-30 19:26:44,057 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:26:44,077 DEBUG: View 1 : 0.497326203209
+2016-08-30 19:26:44,097 DEBUG: View 2 : 0.433155080214
+2016-08-30 19:26:44,121 DEBUG: View 3 : 0.754010695187
+2016-08-30 19:26:45,530 DEBUG: Best view : View3
+2016-08-30 19:26:55,412 DEBUG: Start: Iteration 143
+2016-08-30 19:26:55,433 DEBUG: View 0 : 0.737967914439
+2016-08-30 19:26:55,452 DEBUG: View 1 : 0.433155080214
+2016-08-30 19:26:55,472 DEBUG: View 2 : 0.427807486631
+2016-08-30 19:26:55,495 DEBUG: View 3 : 0.598930481283
+2016-08-30 19:26:56,913 DEBUG: Best view : View0
+2016-08-30 19:27:06,818 DEBUG: Start: Iteration 144
+2016-08-30 19:27:06,839 DEBUG: View 0 : 0.754010695187
+2016-08-30 19:27:06,859 DEBUG: View 1 : 0.411764705882
+2016-08-30 19:27:06,879 DEBUG: View 2 : 0.566844919786
+2016-08-30 19:27:06,902 DEBUG: View 3 : 0.598930481283
+2016-08-30 19:27:08,316 DEBUG: Best view : View0
+2016-08-30 19:27:18,293 DEBUG: Start: Iteration 145
+2016-08-30 19:27:18,314 DEBUG: View 0 : 0.72192513369
+2016-08-30 19:27:18,334 DEBUG: View 1 : 0.577540106952
+2016-08-30 19:27:18,353 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:27:18,375 DEBUG: View 3 : 0.652406417112
+2016-08-30 19:27:19,794 DEBUG: Best view : View0
+2016-08-30 19:27:29,861 DEBUG: Start: Iteration 146
+2016-08-30 19:27:29,883 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:27:29,902 DEBUG: View 1 : 0.459893048128
+2016-08-30 19:27:29,922 DEBUG: View 2 : 0.465240641711
+2016-08-30 19:27:29,945 DEBUG: View 3 : 0.582887700535
+2016-08-30 19:27:31,375 DEBUG: Best view : View0
+2016-08-30 19:27:41,530 DEBUG: Start: Iteration 147
+2016-08-30 19:27:41,551 DEBUG: View 0 : 0.663101604278
+2016-08-30 19:27:41,570 DEBUG: View 1 : 0.438502673797
+2016-08-30 19:27:41,590 DEBUG: View 2 : 0.433155080214
+2016-08-30 19:27:41,613 DEBUG: View 3 : 0.582887700535
+2016-08-30 19:27:43,050 DEBUG: Best view : View0
+2016-08-30 19:27:53,255 DEBUG: Start: Iteration 148
+2016-08-30 19:27:53,276 DEBUG: View 0 : 0.737967914439
+2016-08-30 19:27:53,296 DEBUG: View 1 : 0.433155080214
+2016-08-30 19:27:53,316 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:27:53,339 DEBUG: View 3 : 0.593582887701
+2016-08-30 19:27:54,790 DEBUG: Best view : View0
+2016-08-30 19:28:05,128 DEBUG: Start: Iteration 149
+2016-08-30 19:28:05,149 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:28:05,169 DEBUG: View 1 : 0.417112299465
+2016-08-30 19:28:05,188 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:28:05,211 DEBUG: View 3 : 0.770053475936
+2016-08-30 19:28:06,684 DEBUG: Best view : View3
+2016-08-30 19:28:16,977 DEBUG: Start: Iteration 150
+2016-08-30 19:28:16,998 DEBUG: View 0 : 0.705882352941
+2016-08-30 19:28:17,018 DEBUG: View 1 : 0.486631016043
+2016-08-30 19:28:17,038 DEBUG: View 2 : 0.358288770053
+2016-08-30 19:28:17,061 DEBUG: View 3 : 0.764705882353
+2016-08-30 19:28:18,534 DEBUG: Best view : View3
+2016-08-30 19:28:28,948 DEBUG: Start: Iteration 151
+2016-08-30 19:28:28,970 DEBUG: View 0 : 0.72192513369
+2016-08-30 19:28:28,990 DEBUG: View 1 : 0.449197860963
+2016-08-30 19:28:29,010 DEBUG: View 2 : 0.438502673797
+2016-08-30 19:28:29,034 DEBUG: View 3 : 0.764705882353
+2016-08-30 19:28:30,514 DEBUG: Best view : View3
+2016-08-30 19:28:40,940 DEBUG: Start: Iteration 152
+2016-08-30 19:28:40,961 DEBUG: View 0 : 0.732620320856
+2016-08-30 19:28:40,981 DEBUG: View 1 : 0.475935828877
+2016-08-30 19:28:41,000 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:28:41,023 DEBUG: View 3 : 0.72192513369
+2016-08-30 19:28:42,510 DEBUG: Best view : View3
+2016-08-30 19:28:52,964 DEBUG: Start: Iteration 153
+2016-08-30 19:28:52,985 DEBUG: View 0 : 0.689839572193
+2016-08-30 19:28:53,004 DEBUG: View 1 : 0.502673796791
+2016-08-30 19:28:53,023 DEBUG: View 2 : 0.379679144385
+2016-08-30 19:28:53,047 DEBUG: View 3 : 0.764705882353
+2016-08-30 19:28:54,549 DEBUG: Best view : View3
+2016-08-30 19:29:05,108 DEBUG: Start: Iteration 154
+2016-08-30 19:29:05,130 DEBUG: View 0 : 0.711229946524
+2016-08-30 19:29:05,149 DEBUG: View 1 : 0.491978609626
+2016-08-30 19:29:05,169 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:29:05,192 DEBUG: View 3 : 0.737967914439
+2016-08-30 19:29:06,702 DEBUG: Best view : View3
+2016-08-30 19:29:17,313 DEBUG: Start: Iteration 155
+2016-08-30 19:29:17,335 DEBUG: View 0 : 0.620320855615
+2016-08-30 19:29:17,355 DEBUG: View 1 : 0.540106951872
+2016-08-30 19:29:17,375 DEBUG: View 2 : 0.454545454545
+2016-08-30 19:29:17,399 DEBUG: View 3 : 0.780748663102
+2016-08-30 19:29:18,912 DEBUG: Best view : View3
+2016-08-30 19:29:29,595 DEBUG: Start: Iteration 156
+2016-08-30 19:29:29,616 DEBUG: View 0 : 0.743315508021
+2016-08-30 19:29:29,635 DEBUG: View 1 : 0.433155080214
+2016-08-30 19:29:29,655 DEBUG: View 2 : 0.475935828877
+2016-08-30 19:29:29,677 DEBUG: View 3 : 0.780748663102
+2016-08-30 19:29:31,198 DEBUG: Best view : View3
+2016-08-30 19:29:42,002 DEBUG: Start: Iteration 157
+2016-08-30 19:29:42,023 DEBUG: View 0 : 0.764705882353
+2016-08-30 19:29:42,043 DEBUG: View 1 : 0.411764705882
+2016-08-30 19:29:42,063 DEBUG: View 2 : 0.438502673797
+2016-08-30 19:29:42,085 DEBUG: View 3 : 0.780748663102
+2016-08-30 19:29:43,613 DEBUG: Best view : View3
+2016-08-30 19:29:54,437 DEBUG: Start: Iteration 158
+2016-08-30 19:29:54,458 DEBUG: View 0 : 0.727272727273
+2016-08-30 19:29:54,477 DEBUG: View 1 : 0.363636363636
+2016-08-30 19:29:54,497 DEBUG: View 2 : 0.48128342246
+2016-08-30 19:29:54,520 DEBUG: View 3 : 0.641711229947
+2016-08-30 19:29:56,049 DEBUG: Best view : View0
+2016-08-30 19:30:06,933 DEBUG: Start: Iteration 159
+2016-08-30 19:30:06,955 DEBUG: View 0 : 0.636363636364
+2016-08-30 19:30:06,975 DEBUG: View 1 : 0.411764705882
+2016-08-30 19:30:06,995 DEBUG: View 2 : 0.51871657754
+2016-08-30 19:30:07,018 DEBUG: View 3 : 0.588235294118
+2016-08-30 19:30:08,575 DEBUG: Best view : View0
+2016-08-30 19:30:19,415 DEBUG: Start: Iteration 160
+2016-08-30 19:30:19,436 DEBUG: View 0 : 0.737967914439
+2016-08-30 19:30:19,456 DEBUG: View 1 : 0.524064171123
+2016-08-30 19:30:19,477 DEBUG: View 2 : 0.454545454545
+2016-08-30 19:30:19,499 DEBUG: View 3 : 0.588235294118
+2016-08-30 19:30:21,043 DEBUG: Best view : View0
+2016-08-30 19:30:31,988 DEBUG: Start: Iteration 161
+2016-08-30 19:30:32,010 DEBUG: View 0 : 0.668449197861
+2016-08-30 19:30:32,029 DEBUG: View 1 : 0.406417112299
+2016-08-30 19:30:32,049 DEBUG: View 2 : 0.475935828877
+2016-08-30 19:30:32,072 DEBUG: View 3 : 0.588235294118
+2016-08-30 19:30:33,642 DEBUG: Best view : View0
+2016-08-30 19:30:44,662 DEBUG: Start: Iteration 162
+2016-08-30 19:30:44,683 DEBUG: View 0 : 0.732620320856
+2016-08-30 19:30:44,702 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:30:44,722 DEBUG: View 2 : 0.368983957219
+2016-08-30 19:30:44,744 DEBUG: View 3 : 0.588235294118
+2016-08-30 19:30:46,321 DEBUG: Best view : View0
+2016-08-30 19:30:57,359 DEBUG: Start: Iteration 163
+2016-08-30 19:30:57,380 DEBUG: View 0 : 0.764705882353
+2016-08-30 19:30:57,400 DEBUG: View 1 : 0.433155080214
+2016-08-30 19:30:57,419 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:30:57,442 DEBUG: View 3 : 0.593582887701
+2016-08-30 19:30:59,014 DEBUG: Best view : View0
+2016-08-30 19:31:10,158 DEBUG: Start: Iteration 164
+2016-08-30 19:31:10,179 DEBUG: View 0 : 0.657754010695
+2016-08-30 19:31:10,199 DEBUG: View 1 : 0.449197860963
+2016-08-30 19:31:10,219 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:31:10,241 DEBUG: View 3 : 0.786096256684
+2016-08-30 19:31:11,816 DEBUG: Best view : View3
+2016-08-30 19:31:23,016 DEBUG: Start: Iteration 165
+2016-08-30 19:31:23,037 DEBUG: View 0 : 0.711229946524
+2016-08-30 19:31:23,057 DEBUG: View 1 : 0.395721925134
+2016-08-30 19:31:23,077 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:31:23,100 DEBUG: View 3 : 0.764705882353
+2016-08-30 19:31:24,696 DEBUG: Best view : View3
+2016-08-30 19:31:36,007 DEBUG: Start: Iteration 166
+2016-08-30 19:31:36,027 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:31:36,047 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:31:36,067 DEBUG: View 2 : 0.427807486631
+2016-08-30 19:31:36,089 DEBUG: View 3 : 0.524064171123
+2016-08-30 19:31:37,687 DEBUG: Best view : View0
+2016-08-30 19:31:48,987 DEBUG: Start: Iteration 167
+2016-08-30 19:31:49,010 DEBUG: View 0 : 0.652406417112
+2016-08-30 19:31:49,030 DEBUG: View 1 : 0.540106951872
+2016-08-30 19:31:49,050 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:31:49,073 DEBUG: View 3 : 0.609625668449
+2016-08-30 19:31:50,681 DEBUG: Best view : View0
+2016-08-30 19:32:02,107 DEBUG: Start: Iteration 168
+2016-08-30 19:32:02,128 DEBUG: View 0 : 0.647058823529
+2016-08-30 19:32:02,148 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:32:02,168 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:32:02,190 DEBUG: View 3 : 0.609625668449
+2016-08-30 19:32:03,809 DEBUG: Best view : View0
+2016-08-30 19:32:15,328 DEBUG: Start: Iteration 169
+2016-08-30 19:32:15,349 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:32:15,369 DEBUG: View 1 : 0.427807486631
+2016-08-30 19:32:15,389 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:32:15,412 DEBUG: View 3 : 0.737967914439
+2016-08-30 19:32:17,035 DEBUG: Best view : View3
+2016-08-30 19:32:28,613 DEBUG: Start: Iteration 170
+2016-08-30 19:32:28,634 DEBUG: View 0 : 0.679144385027
+2016-08-30 19:32:28,653 DEBUG: View 1 : 0.491978609626
+2016-08-30 19:32:28,675 DEBUG: View 2 : 0.475935828877
+2016-08-30 19:32:28,698 DEBUG: View 3 : 0.737967914439
+2016-08-30 19:32:30,340 DEBUG: Best view : View3
+2016-08-30 19:32:42,016 DEBUG: Start: Iteration 171
+2016-08-30 19:32:42,037 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:32:42,057 DEBUG: View 1 : 0.422459893048
+2016-08-30 19:32:42,076 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:32:42,099 DEBUG: View 3 : 0.695187165775
+2016-08-30 19:32:43,739 DEBUG: Best view : View3
+2016-08-30 19:32:55,430 DEBUG: Start: Iteration 172
+2016-08-30 19:32:55,452 DEBUG: View 0 : 0.732620320856
+2016-08-30 19:32:55,471 DEBUG: View 1 : 0.465240641711
+2016-08-30 19:32:55,491 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:32:55,515 DEBUG: View 3 : 0.775401069519
+2016-08-30 19:32:57,174 DEBUG: Best view : View3
+2016-08-30 19:33:08,901 DEBUG: Start: Iteration 173
+2016-08-30 19:33:08,923 DEBUG: View 0 : 0.737967914439
+2016-08-30 19:33:08,942 DEBUG: View 1 : 0.566844919786
+2016-08-30 19:33:08,961 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:33:08,984 DEBUG: View 3 : 0.775401069519
+2016-08-30 19:33:10,628 DEBUG: Best view : View3
+2016-08-30 19:33:22,412 DEBUG: Start: Iteration 174
+2016-08-30 19:33:22,433 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:33:22,453 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:33:22,473 DEBUG: View 2 : 0.433155080214
+2016-08-30 19:33:22,495 DEBUG: View 3 : 0.732620320856
+2016-08-30 19:33:24,153 DEBUG: Best view : View3
+2016-08-30 19:33:35,994 DEBUG: Start: Iteration 175
+2016-08-30 19:33:36,015 DEBUG: View 0 : 0.770053475936
+2016-08-30 19:33:36,034 DEBUG: View 1 : 0.486631016043
+2016-08-30 19:33:36,054 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:33:36,077 DEBUG: View 3 : 0.770053475936
+2016-08-30 19:33:37,727 DEBUG: Best view : View3
+2016-08-30 19:33:49,649 DEBUG: Start: Iteration 176
+2016-08-30 19:33:49,670 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:33:49,689 DEBUG: View 1 : 0.465240641711
+2016-08-30 19:33:49,709 DEBUG: View 2 : 0.508021390374
+2016-08-30 19:33:49,732 DEBUG: View 3 : 0.764705882353
+2016-08-30 19:33:51,376 DEBUG: Best view : View3
+2016-08-30 19:34:03,365 DEBUG: Start: Iteration 177
+2016-08-30 19:34:03,386 DEBUG: View 0 : 0.647058823529
+2016-08-30 19:34:03,406 DEBUG: View 1 : 0.502673796791
+2016-08-30 19:34:03,426 DEBUG: View 2 : 0.44385026738
+2016-08-30 19:34:03,448 DEBUG: View 3 : 0.775401069519
+2016-08-30 19:34:05,104 DEBUG: Best view : View3
+2016-08-30 19:34:17,911 DEBUG: Start: Iteration 178
+2016-08-30 19:34:17,932 DEBUG: View 0 : 0.652406417112
+2016-08-30 19:34:17,951 DEBUG: View 1 : 0.51871657754
+2016-08-30 19:34:17,970 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:34:17,993 DEBUG: View 3 : 0.791443850267
+2016-08-30 19:34:19,659 DEBUG: Best view : View3
+2016-08-30 19:34:31,766 DEBUG: Start: Iteration 179
+2016-08-30 19:34:31,787 DEBUG: View 0 : 0.657754010695
+2016-08-30 19:34:31,808 DEBUG: View 1 : 0.465240641711
+2016-08-30 19:34:31,828 DEBUG: View 2 : 0.433155080214
+2016-08-30 19:34:31,851 DEBUG: View 3 : 0.636363636364
+2016-08-30 19:34:33,530 DEBUG: Best view : View0
+2016-08-30 19:34:45,732 DEBUG: Start: Iteration 180
+2016-08-30 19:34:45,754 DEBUG: View 0 : 0.593582887701
+2016-08-30 19:34:45,775 DEBUG: View 1 : 0.508021390374
+2016-08-30 19:34:45,795 DEBUG: View 2 : 0.491978609626
+2016-08-30 19:34:45,818 DEBUG: View 3 : 0.604278074866
+2016-08-30 19:34:47,510 DEBUG: Best view : View0
+2016-08-30 19:34:59,759 DEBUG: Start: Iteration 181
+2016-08-30 19:34:59,780 DEBUG: View 0 : 0.641711229947
+2016-08-30 19:34:59,799 DEBUG: View 1 : 0.566844919786
+2016-08-30 19:34:59,819 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:34:59,841 DEBUG: View 3 : 0.604278074866
+2016-08-30 19:35:01,553 DEBUG: Best view : View0
+2016-08-30 19:35:13,867 DEBUG: Start: Iteration 182
+2016-08-30 19:35:13,888 DEBUG: View 0 : 0.72192513369
+2016-08-30 19:35:13,907 DEBUG: View 1 : 0.475935828877
+2016-08-30 19:35:13,927 DEBUG: View 2 : 0.572192513369
+2016-08-30 19:35:13,950 DEBUG: View 3 : 0.72192513369
+2016-08-30 19:35:15,666 DEBUG: Best view : View3
+2016-08-30 19:35:28,018 DEBUG: Start: Iteration 183
+2016-08-30 19:35:28,040 DEBUG: View 0 : 0.732620320856
+2016-08-30 19:35:28,060 DEBUG: View 1 : 0.502673796791
+2016-08-30 19:35:28,079 DEBUG: View 2 : 0.572192513369
+2016-08-30 19:35:28,102 DEBUG: View 3 : 0.609625668449
+2016-08-30 19:35:29,824 DEBUG: Best view : View0
+2016-08-30 19:35:42,234 DEBUG: Start: Iteration 184
+2016-08-30 19:35:42,255 DEBUG: View 0 : 0.743315508021
+2016-08-30 19:35:42,274 DEBUG: View 1 : 0.561497326203
+2016-08-30 19:35:42,295 DEBUG: View 2 : 0.438502673797
+2016-08-30 19:35:42,317 DEBUG: View 3 : 0.764705882353
+2016-08-30 19:35:44,049 DEBUG: Best view : View3
+2016-08-30 19:35:56,558 DEBUG: Start: Iteration 185
+2016-08-30 19:35:56,580 DEBUG: View 0 : 0.732620320856
+2016-08-30 19:35:56,600 DEBUG: View 1 : 0.491978609626
+2016-08-30 19:35:56,620 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:35:56,642 DEBUG: View 3 : 0.775401069519
+2016-08-30 19:35:58,370 DEBUG: Best view : View3
+2016-08-30 19:36:10,942 DEBUG: Start: Iteration 186
+2016-08-30 19:36:10,964 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:36:10,983 DEBUG: View 1 : 0.486631016043
+2016-08-30 19:36:11,003 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:36:11,027 DEBUG: View 3 : 0.663101604278
+2016-08-30 19:36:12,767 DEBUG: Best view : View3
+2016-08-30 19:36:25,397 DEBUG: Start: Iteration 187
+2016-08-30 19:36:25,418 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:36:25,437 DEBUG: View 1 : 0.422459893048
+2016-08-30 19:36:25,457 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:36:25,480 DEBUG: View 3 : 0.647058823529
+2016-08-30 19:36:27,240 DEBUG: Best view : View0
+2016-08-30 19:36:39,946 DEBUG: Start: Iteration 188
+2016-08-30 19:36:39,967 DEBUG: View 0 : 0.72192513369
+2016-08-30 19:36:39,986 DEBUG: View 1 : 0.486631016043
+2016-08-30 19:36:40,006 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:36:40,029 DEBUG: View 3 : 0.604278074866
+2016-08-30 19:36:41,782 DEBUG: Best view : View0
+2016-08-30 19:36:54,595 DEBUG: Start: Iteration 189
+2016-08-30 19:36:54,616 DEBUG: View 0 : 0.75935828877
+2016-08-30 19:36:54,636 DEBUG: View 1 : 0.433155080214
+2016-08-30 19:36:54,655 DEBUG: View 2 : 0.438502673797
+2016-08-30 19:36:54,678 DEBUG: View 3 : 0.593582887701
+2016-08-30 19:36:56,446 DEBUG: Best view : View0
+2016-08-30 19:37:09,296 DEBUG: Start: Iteration 190
+2016-08-30 19:37:09,318 DEBUG: View 0 : 0.636363636364
+2016-08-30 19:37:09,337 DEBUG: View 1 : 0.427807486631
+2016-08-30 19:37:09,357 DEBUG: View 2 : 0.475935828877
+2016-08-30 19:37:09,379 DEBUG: View 3 : 0.663101604278
+2016-08-30 19:37:11,160 DEBUG: Best view : View3
+2016-08-30 19:37:24,050 DEBUG: Start: Iteration 191
+2016-08-30 19:37:24,071 DEBUG: View 0 : 0.711229946524
+2016-08-30 19:37:24,091 DEBUG: View 1 : 0.51871657754
+2016-08-30 19:37:24,111 DEBUG: View 2 : 0.497326203209
+2016-08-30 19:37:24,134 DEBUG: View 3 : 0.663101604278
+2016-08-30 19:37:25,936 DEBUG: Best view : View0
+2016-08-30 19:37:38,914 DEBUG: Start: Iteration 192
+2016-08-30 19:37:38,935 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:37:38,954 DEBUG: View 1 : 0.475935828877
+2016-08-30 19:37:38,973 DEBUG: View 2 : 0.363636363636
+2016-08-30 19:37:38,996 DEBUG: View 3 : 0.663101604278
+2016-08-30 19:37:40,896 DEBUG: Best view : View0
+2016-08-30 19:37:54,010 DEBUG: Start: Iteration 193
+2016-08-30 19:37:54,032 DEBUG: View 0 : 0.711229946524
+2016-08-30 19:37:54,052 DEBUG: View 1 : 0.561497326203
+2016-08-30 19:37:54,073 DEBUG: View 2 : 0.48128342246
+2016-08-30 19:37:54,100 DEBUG: View 3 : 0.823529411765
+2016-08-30 19:37:55,987 DEBUG: Best view : View3
+2016-08-30 19:38:09,132 DEBUG: Start: Iteration 194
+2016-08-30 19:38:09,154 DEBUG: View 0 : 0.711229946524
+2016-08-30 19:38:09,173 DEBUG: View 1 : 0.411764705882
+2016-08-30 19:38:09,195 DEBUG: View 2 : 0.598930481283
+2016-08-30 19:38:09,220 DEBUG: View 3 : 0.609625668449
+2016-08-30 19:38:11,029 DEBUG: Best view : View0
+2016-08-30 19:38:24,247 DEBUG: Start: Iteration 195
+2016-08-30 19:38:24,268 DEBUG: View 0 : 0.657754010695
+2016-08-30 19:38:24,288 DEBUG: View 1 : 0.459893048128
+2016-08-30 19:38:24,308 DEBUG: View 2 : 0.508021390374
+2016-08-30 19:38:24,330 DEBUG: View 3 : 0.609625668449
+2016-08-30 19:38:26,153 DEBUG: Best view : View0
+2016-08-30 19:38:39,402 DEBUG: Start: Iteration 196
+2016-08-30 19:38:39,424 DEBUG: View 0 : 0.716577540107
+2016-08-30 19:38:39,444 DEBUG: View 1 : 0.502673796791
+2016-08-30 19:38:39,464 DEBUG: View 2 : 0.438502673797
+2016-08-30 19:38:39,486 DEBUG: View 3 : 0.582887700535
+2016-08-30 19:38:41,285 DEBUG: Best view : View0
+2016-08-30 19:38:54,639 DEBUG: Start: Iteration 197
+2016-08-30 19:38:54,660 DEBUG: View 0 : 0.652406417112
+2016-08-30 19:38:54,680 DEBUG: View 1 : 0.48128342246
+2016-08-30 19:38:54,699 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:38:54,722 DEBUG: View 3 : 0.582887700535
+2016-08-30 19:38:56,556 DEBUG: Best view : View0
+2016-08-30 19:39:09,962 DEBUG: Start: Iteration 198
+2016-08-30 19:39:09,983 DEBUG: View 0 : 0.663101604278
+2016-08-30 19:39:10,003 DEBUG: View 1 : 0.417112299465
+2016-08-30 19:39:10,023 DEBUG: View 2 : 0.390374331551
+2016-08-30 19:39:10,045 DEBUG: View 3 : 0.786096256684
+2016-08-30 19:39:11,864 DEBUG: Best view : View3
+2016-08-30 19:39:25,412 DEBUG: Start: Iteration 199
+2016-08-30 19:39:25,433 DEBUG: View 0 : 0.775401069519
+2016-08-30 19:39:25,453 DEBUG: View 1 : 0.449197860963
+2016-08-30 19:39:25,473 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:39:25,497 DEBUG: View 3 : 0.582887700535
+2016-08-30 19:39:27,333 DEBUG: Best view : View0
+2016-08-30 19:39:40,864 DEBUG: Start: Iteration 200
+2016-08-30 19:39:40,886 DEBUG: View 0 : 0.652406417112
+2016-08-30 19:39:40,905 DEBUG: View 1 : 0.508021390374
+2016-08-30 19:39:40,926 DEBUG: View 2 : 0.433155080214
+2016-08-30 19:39:40,948 DEBUG: View 3 : 0.716577540107
+2016-08-30 19:39:42,788 DEBUG: Best view : View3
+2016-08-30 19:39:56,387 DEBUG: Start: Iteration 201
+2016-08-30 19:39:56,408 DEBUG: View 0 : 0.727272727273
+2016-08-30 19:39:56,427 DEBUG: View 1 : 0.459893048128
+2016-08-30 19:39:56,447 DEBUG: View 2 : 0.51871657754
+2016-08-30 19:39:56,470 DEBUG: View 3 : 0.775401069519
+2016-08-30 19:39:58,312 DEBUG: Best view : View3
+2016-08-30 19:40:11,982 DEBUG: Start: Iteration 202
+2016-08-30 19:40:12,003 DEBUG: View 0 : 0.689839572193
+2016-08-30 19:40:12,023 DEBUG: View 1 : 0.497326203209
+2016-08-30 19:40:12,043 DEBUG: View 2 : 0.540106951872
+2016-08-30 19:40:12,065 DEBUG: View 3 : 0.727272727273
+2016-08-30 19:40:13,915 DEBUG: Best view : View3
+2016-08-30 19:40:27,663 DEBUG: Start: Iteration 203
+2016-08-30 19:40:27,684 DEBUG: View 0 : 0.748663101604
+2016-08-30 19:40:27,704 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:40:27,723 DEBUG: View 2 : 0.427807486631
+2016-08-30 19:40:27,746 DEBUG: View 3 : 0.764705882353
+2016-08-30 19:40:29,615 DEBUG: Best view : View3
+2016-08-30 19:40:43,455 DEBUG: Start: Iteration 204
+2016-08-30 19:40:43,477 DEBUG: View 0 : 0.663101604278
+2016-08-30 19:40:43,496 DEBUG: View 1 : 0.406417112299
+2016-08-30 19:40:43,516 DEBUG: View 2 : 0.44385026738
+2016-08-30 19:40:43,540 DEBUG: View 3 : 0.604278074866
+2016-08-30 19:40:45,409 DEBUG: Best view : View0
+2016-08-30 19:40:59,410 DEBUG: Start: Iteration 205
+2016-08-30 19:40:59,431 DEBUG: View 0 : 0.764705882353
+2016-08-30 19:40:59,451 DEBUG: View 1 : 0.508021390374
+2016-08-30 19:40:59,471 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:40:59,493 DEBUG: View 3 : 0.636363636364
+2016-08-30 19:41:01,364 DEBUG: Best view : View0
+2016-08-30 19:41:15,366 DEBUG: Start: Iteration 206
+2016-08-30 19:41:15,388 DEBUG: View 0 : 0.775401069519
+2016-08-30 19:41:15,408 DEBUG: View 1 : 0.417112299465
+2016-08-30 19:41:15,428 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:41:15,451 DEBUG: View 3 : 0.609625668449
+2016-08-30 19:41:17,351 DEBUG: Best view : View0
+2016-08-30 19:41:31,370 DEBUG: Start: Iteration 207
+2016-08-30 19:41:31,392 DEBUG: View 0 : 0.679144385027
+2016-08-30 19:41:31,412 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:41:31,431 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:41:31,454 DEBUG: View 3 : 0.51871657754
+2016-08-30 19:41:33,337 DEBUG: Best view : View0
+2016-08-30 19:41:47,416 DEBUG: Start: Iteration 208
+2016-08-30 19:41:47,436 DEBUG: View 0 : 0.754010695187
+2016-08-30 19:41:47,456 DEBUG: View 1 : 0.417112299465
+2016-08-30 19:41:47,475 DEBUG: View 2 : 0.475935828877
+2016-08-30 19:41:47,497 DEBUG: View 3 : 0.657754010695
+2016-08-30 19:41:49,384 DEBUG: Best view : View0
+2016-08-30 19:42:03,515 DEBUG: Start: Iteration 209
+2016-08-30 19:42:03,536 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:42:03,556 DEBUG: View 1 : 0.449197860963
+2016-08-30 19:42:03,576 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:42:03,598 DEBUG: View 3 : 0.540106951872
+2016-08-30 19:42:05,513 DEBUG: Best view : View0
+2016-08-30 19:42:19,764 DEBUG: Start: Iteration 210
+2016-08-30 19:42:19,785 DEBUG: View 0 : 0.727272727273
+2016-08-30 19:42:19,805 DEBUG: View 1 : 0.395721925134
+2016-08-30 19:42:19,824 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:42:19,847 DEBUG: View 3 : 0.812834224599
+2016-08-30 19:42:21,791 DEBUG: Best view : View3
+2016-08-30 19:42:36,114 DEBUG: Start: Iteration 211
+2016-08-30 19:42:36,134 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:42:36,154 DEBUG: View 1 : 0.502673796791
+2016-08-30 19:42:36,173 DEBUG: View 2 : 0.395721925134
+2016-08-30 19:42:36,196 DEBUG: View 3 : 0.828877005348
+2016-08-30 19:42:38,110 DEBUG: Best view : View3
+2016-08-30 19:42:52,464 DEBUG: Start: Iteration 212
+2016-08-30 19:42:52,485 DEBUG: View 0 : 0.743315508021
+2016-08-30 19:42:52,505 DEBUG: View 1 : 0.486631016043
+2016-08-30 19:42:52,525 DEBUG: View 2 : 0.524064171123
+2016-08-30 19:42:52,547 DEBUG: View 3 : 0.700534759358
+2016-08-30 19:42:54,474 DEBUG: Best view : View0
+2016-08-30 19:43:08,904 DEBUG: Start: Iteration 213
+2016-08-30 19:43:08,926 DEBUG: View 0 : 0.732620320856
+2016-08-30 19:43:08,945 DEBUG: View 1 : 0.352941176471
+2016-08-30 19:43:08,966 DEBUG: View 2 : 0.454545454545
+2016-08-30 19:43:08,989 DEBUG: View 3 : 0.657754010695
+2016-08-30 19:43:10,918 DEBUG: Best view : View0
+2016-08-30 19:43:25,390 DEBUG: Start: Iteration 214
+2016-08-30 19:43:25,411 DEBUG: View 0 : 0.695187165775
+2016-08-30 19:43:25,431 DEBUG: View 1 : 0.497326203209
+2016-08-30 19:43:25,451 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:43:25,474 DEBUG: View 3 : 0.652406417112
+2016-08-30 19:43:27,417 DEBUG: Best view : View0
+2016-08-30 19:43:41,995 DEBUG: Start: Iteration 215
+2016-08-30 19:43:42,016 DEBUG: View 0 : 0.663101604278
+2016-08-30 19:43:42,036 DEBUG: View 1 : 0.508021390374
+2016-08-30 19:43:42,056 DEBUG: View 2 : 0.545454545455
+2016-08-30 19:43:42,079 DEBUG: View 3 : 0.748663101604
+2016-08-30 19:43:44,044 DEBUG: Best view : View3
+2016-08-30 19:43:58,677 DEBUG: Start: Iteration 216
+2016-08-30 19:43:58,699 DEBUG: View 0 : 0.689839572193
+2016-08-30 19:43:58,719 DEBUG: View 1 : 0.385026737968
+2016-08-30 19:43:58,738 DEBUG: View 2 : 0.438502673797
+2016-08-30 19:43:58,761 DEBUG: View 3 : 0.748663101604
+2016-08-30 19:44:00,706 DEBUG: Best view : View3
+2016-08-30 19:44:15,499 DEBUG: Start: Iteration 217
+2016-08-30 19:44:15,521 DEBUG: View 0 : 0.775401069519
+2016-08-30 19:44:15,541 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:44:15,561 DEBUG: View 2 : 0.352941176471
+2016-08-30 19:44:15,583 DEBUG: View 3 : 0.689839572193
+2016-08-30 19:44:17,548 DEBUG: Best view : View0
+2016-08-30 19:44:32,312 DEBUG: Start: Iteration 218
+2016-08-30 19:44:32,332 DEBUG: View 0 : 0.727272727273
+2016-08-30 19:44:32,352 DEBUG: View 1 : 0.459893048128
+2016-08-30 19:44:32,372 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:44:32,394 DEBUG: View 3 : 0.737967914439
+2016-08-30 19:44:34,366 DEBUG: Best view : View3
+2016-08-30 19:44:49,209 DEBUG: Start: Iteration 219
+2016-08-30 19:44:49,230 DEBUG: View 0 : 0.754010695187
+2016-08-30 19:44:49,249 DEBUG: View 1 : 0.459893048128
+2016-08-30 19:44:49,269 DEBUG: View 2 : 0.470588235294
+2016-08-30 19:44:49,291 DEBUG: View 3 : 0.711229946524
+2016-08-30 19:44:51,267 DEBUG: Best view : View0
+2016-08-30 19:45:06,194 DEBUG: Start: Iteration 220
+2016-08-30 19:45:06,215 DEBUG: View 0 : 0.72192513369
+2016-08-30 19:45:06,234 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:45:06,254 DEBUG: View 2 : 0.465240641711
+2016-08-30 19:45:06,277 DEBUG: View 3 : 0.711229946524
+2016-08-30 19:45:08,252 DEBUG: Best view : View3
+2016-08-30 19:45:23,210 DEBUG: Start: Iteration 221
+2016-08-30 19:45:23,231 DEBUG: View 0 : 0.764705882353
+2016-08-30 19:45:23,251 DEBUG: View 1 : 0.347593582888
+2016-08-30 19:45:23,271 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:45:23,293 DEBUG: View 3 : 0.582887700535
+2016-08-30 19:45:25,280 DEBUG: Best view : View0
+2016-08-30 19:45:40,361 DEBUG: Start: Iteration 222
+2016-08-30 19:45:40,382 DEBUG: View 0 : 0.657754010695
+2016-08-30 19:45:40,401 DEBUG: View 1 : 0.395721925134
+2016-08-30 19:45:40,420 DEBUG: View 2 : 0.438502673797
+2016-08-30 19:45:40,443 DEBUG: View 3 : 0.582887700535
+2016-08-30 19:45:42,470 DEBUG: Best view : View0
+2016-08-30 19:45:57,565 DEBUG: Start: Iteration 223
+2016-08-30 19:45:57,587 DEBUG: View 0 : 0.679144385027
+2016-08-30 19:45:57,606 DEBUG: View 1 : 0.502673796791
+2016-08-30 19:45:57,626 DEBUG: View 2 : 0.55614973262
+2016-08-30 19:45:57,648 DEBUG: View 3 : 0.566844919786
+2016-08-30 19:45:59,683 DEBUG: Best view : View0
+2016-08-30 19:46:14,924 DEBUG: Start: Iteration 224
+2016-08-30 19:46:14,945 DEBUG: View 0 : 0.705882352941
+2016-08-30 19:46:14,964 DEBUG: View 1 : 0.55614973262
+2016-08-30 19:46:14,984 DEBUG: View 2 : 0.454545454545
+2016-08-30 19:46:15,006 DEBUG: View 3 : 0.743315508021
+2016-08-30 19:46:17,020 DEBUG: Best view : View3
+2016-08-30 19:46:32,270 DEBUG: Start: Iteration 225
+2016-08-30 19:46:32,291 DEBUG: View 0 : 0.748663101604
+2016-08-30 19:46:32,310 DEBUG: View 1 : 0.475935828877
+2016-08-30 19:46:32,330 DEBUG: View 2 : 0.449197860963
+2016-08-30 19:46:32,352 DEBUG: View 3 : 0.700534759358
+2016-08-30 19:46:34,380 DEBUG: Best view : View0
+2016-08-30 19:46:49,685 DEBUG: Start: Iteration 226
+2016-08-30 19:46:49,707 DEBUG: View 0 : 0.812834224599
+2016-08-30 19:46:49,727 DEBUG: View 1 : 0.497326203209
+2016-08-30 19:46:49,746 DEBUG: View 2 : 0.390374331551
+2016-08-30 19:46:49,769 DEBUG: View 3 : 0.786096256684
+2016-08-30 19:46:51,814 DEBUG: Best view : View0
+2016-08-30 19:47:07,225 DEBUG: Start: Iteration 227
+2016-08-30 19:47:07,245 DEBUG: View 0 : 0.754010695187
+2016-08-30 19:47:07,265 DEBUG: View 1 : 0.513368983957
+2016-08-30 19:47:07,284 DEBUG: View 2 : 0.657754010695
+2016-08-30 19:47:07,307 DEBUG: View 3 : 0.566844919786
+2016-08-30 19:47:09,357 DEBUG: Best view : View0
+2016-08-30 19:47:24,823 DEBUG: Start: Iteration 228
+2016-08-30 19:47:24,844 DEBUG: View 0 : 0.625668449198
+2016-08-30 19:47:24,864 DEBUG: View 1 : 0.513368983957
+2016-08-30 19:47:24,883 DEBUG: View 2 : 0.497326203209
+2016-08-30 19:47:24,906 DEBUG: View 3 : 0.609625668449
+2016-08-30 19:47:26,941 DEBUG: Best view : View0
+2016-08-30 19:47:42,483 DEBUG: Start: Iteration 229
+2016-08-30 19:47:42,504 DEBUG: View 0 : 0.625668449198
+2016-08-30 19:47:42,523 DEBUG: View 1 : 0.540106951872
+2016-08-30 19:47:42,543 DEBUG: View 2 : 0.454545454545
+2016-08-30 19:47:42,565 DEBUG: View 3 : 0.780748663102
+2016-08-30 19:47:44,613 DEBUG: Best view : View3
+2016-08-30 19:48:00,268 DEBUG: Start: Iteration 230
+2016-08-30 19:48:00,289 DEBUG: View 0 : 0.657754010695
+2016-08-30 19:48:00,309 DEBUG: View 1 : 0.486631016043
+2016-08-30 19:48:00,328 DEBUG: View 2 : 0.449197860963
+2016-08-30 19:48:00,350 DEBUG: View 3 : 0.737967914439
+2016-08-30 19:48:02,438 DEBUG: Best view : View3
+2016-08-30 19:48:18,162 DEBUG: Start: Iteration 231
+2016-08-30 19:48:18,182 DEBUG: View 0 : 0.748663101604
+2016-08-30 19:48:18,201 DEBUG: View 1 : 0.44385026738
+2016-08-30 19:48:18,221 DEBUG: View 2 : 0.427807486631
+2016-08-30 19:48:18,245 DEBUG: View 3 : 0.711229946524
+2016-08-30 19:48:20,350 DEBUG: Best view : View0
+2016-08-30 19:48:36,093 DEBUG: Start: Iteration 232
+2016-08-30 19:48:36,115 DEBUG: View 0 : 0.737967914439
+2016-08-30 19:48:36,134 DEBUG: View 1 : 0.385026737968
+2016-08-30 19:48:36,153 DEBUG: View 2 : 0.508021390374
+2016-08-30 19:48:36,176 DEBUG: View 3 : 0.604278074866
+2016-08-30 19:48:38,253 DEBUG: Best view : View0
+2016-08-30 19:48:54,042 DEBUG: Start: Iteration 233
+2016-08-30 19:48:54,063 DEBUG: View 0 : 0.663101604278
+2016-08-30 19:48:54,084 DEBUG: View 1 : 0.486631016043
+2016-08-30 19:48:54,104 DEBUG: View 2 : 0.427807486631
+2016-08-30 19:48:54,127 DEBUG: View 3 : 0.604278074866
+2016-08-30 19:48:56,200 DEBUG: Best view : View0
+2016-08-30 19:49:12,070 DEBUG: Start: Iteration 234
+2016-08-30 19:49:12,092 DEBUG: View 0 : 0.716577540107
+2016-08-30 19:49:12,112 DEBUG: View 1 : 0.48128342246
+2016-08-30 19:49:12,131 DEBUG: View 2 : 0.550802139037
+2016-08-30 19:49:12,153 DEBUG: View 3 : 0.748663101604
+2016-08-30 19:49:14,251 DEBUG: Best view : View3
+2016-08-30 19:49:30,223 DEBUG: Start: Iteration 235
+2016-08-30 19:49:30,245 DEBUG: View 0 : 0.732620320856
+2016-08-30 19:49:30,264 DEBUG: View 1 : 0.475935828877
+2016-08-30 19:49:30,283 DEBUG: View 2 : 0.401069518717
+2016-08-30 19:49:30,307 DEBUG: View 3 : 0.748663101604
+2016-08-30 19:49:32,413 DEBUG: Best view : View3
+2016-08-30 19:49:48,419 DEBUG: Start: Iteration 236
+2016-08-30 19:49:48,440 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:49:48,459 DEBUG: View 1 : 0.401069518717
+2016-08-30 19:49:48,479 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:49:48,501 DEBUG: View 3 : 0.711229946524
+2016-08-30 19:49:50,623 DEBUG: Best view : View3
+2016-08-30 19:50:06,664 DEBUG: Start: Iteration 237
+2016-08-30 19:50:06,685 DEBUG: View 0 : 0.775401069519
+2016-08-30 19:50:06,705 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:50:06,724 DEBUG: View 2 : 0.433155080214
+2016-08-30 19:50:06,747 DEBUG: View 3 : 0.609625668449
+2016-08-30 19:50:08,861 DEBUG: Best view : View0
+2016-08-30 19:50:25,001 DEBUG: Start: Iteration 238
+2016-08-30 19:50:25,022 DEBUG: View 0 : 0.732620320856
+2016-08-30 19:50:25,041 DEBUG: View 1 : 0.454545454545
+2016-08-30 19:50:25,061 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:50:25,083 DEBUG: View 3 : 0.609625668449
+2016-08-30 19:50:27,230 DEBUG: Best view : View0
+2016-08-30 19:50:43,429 DEBUG: Start: Iteration 239
+2016-08-30 19:50:43,450 DEBUG: View 0 : 0.668449197861
+2016-08-30 19:50:43,469 DEBUG: View 1 : 0.449197860963
+2016-08-30 19:50:43,489 DEBUG: View 2 : 0.422459893048
+2016-08-30 19:50:43,511 DEBUG: View 3 : 0.764705882353
+2016-08-30 19:50:45,647 DEBUG: Best view : View3
+2016-08-30 19:51:01,900 DEBUG: Start: Iteration 240
+2016-08-30 19:51:01,922 DEBUG: View 0 : 0.668449197861
+2016-08-30 19:51:01,941 DEBUG: View 1 : 0.459893048128
+2016-08-30 19:51:01,961 DEBUG: View 2 : 0.385026737968
+2016-08-30 19:51:01,984 DEBUG: View 3 : 0.705882352941
+2016-08-30 19:51:04,123 DEBUG: Best view : View3
+2016-08-30 19:51:20,585 DEBUG: Start: Iteration 241
+2016-08-30 19:51:20,606 DEBUG: View 0 : 0.657754010695
+2016-08-30 19:51:20,625 DEBUG: View 1 : 0.502673796791
+2016-08-30 19:51:20,645 DEBUG: View 2 : 0.540106951872
+2016-08-30 19:51:20,668 DEBUG: View 3 : 0.748663101604
+2016-08-30 19:51:22,808 DEBUG: Best view : View3
+2016-08-30 19:51:39,195 DEBUG: Start: Iteration 242
+2016-08-30 19:51:39,216 DEBUG: View 0 : 0.663101604278
+2016-08-30 19:51:39,236 DEBUG: View 1 : 0.449197860963
+2016-08-30 19:51:39,256 DEBUG: View 2 : 0.566844919786
+2016-08-30 19:51:39,278 DEBUG: View 3 : 0.748663101604
+2016-08-30 19:51:41,438 DEBUG: Best view : View3
+2016-08-30 19:51:57,875 DEBUG: Start: Iteration 243
+2016-08-30 19:51:57,896 DEBUG: View 0 : 0.711229946524
+2016-08-30 19:51:57,916 DEBUG: View 1 : 0.561497326203
+2016-08-30 19:51:57,936 DEBUG: View 2 : 0.508021390374
+2016-08-30 19:51:57,958 DEBUG: View 3 : 0.668449197861
+2016-08-30 19:52:00,133 DEBUG: Best view : View0
+2016-08-30 19:52:16,689 DEBUG: Start: Iteration 244
+2016-08-30 19:52:16,710 DEBUG: View 0 : 0.657754010695
+2016-08-30 19:52:16,730 DEBUG: View 1 : 0.427807486631
+2016-08-30 19:52:16,750 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:52:16,773 DEBUG: View 3 : 0.711229946524
+2016-08-30 19:52:18,953 DEBUG: Best view : View3
+2016-08-30 19:52:35,562 DEBUG: Start: Iteration 245
+2016-08-30 19:52:35,584 DEBUG: View 0 : 0.566844919786
+2016-08-30 19:52:35,603 DEBUG: View 1 : 0.379679144385
+2016-08-30 19:52:35,623 DEBUG: View 2 : 0.433155080214
+2016-08-30 19:52:35,645 DEBUG: View 3 : 0.711229946524
+2016-08-30 19:52:37,821 DEBUG: Best view : View3
+2016-08-30 19:52:54,493 DEBUG: Start: Iteration 246
+2016-08-30 19:52:54,514 DEBUG: View 0 : 0.727272727273
+2016-08-30 19:52:54,533 DEBUG: View 1 : 0.561497326203
+2016-08-30 19:52:54,553 DEBUG: View 2 : 0.566844919786
+2016-08-30 19:52:54,576 DEBUG: View 3 : 0.780748663102
+2016-08-30 19:52:56,770 DEBUG: Best view : View3
+2016-08-30 19:53:13,536 DEBUG: Start: Iteration 247
+2016-08-30 19:53:13,558 DEBUG: View 0 : 0.668449197861
+2016-08-30 19:53:13,578 DEBUG: View 1 : 0.508021390374
+2016-08-30 19:53:13,598 DEBUG: View 2 : 0.390374331551
+2016-08-30 19:53:13,621 DEBUG: View 3 : 0.652406417112
+2016-08-30 19:53:15,814 DEBUG: Best view : View3
+2016-08-30 19:53:32,597 DEBUG: Start: Iteration 248
+2016-08-30 19:53:32,618 DEBUG: View 0 : 0.68449197861
+2016-08-30 19:53:32,639 DEBUG: View 1 : 0.363636363636
+2016-08-30 19:53:32,658 DEBUG: View 2 : 0.561497326203
+2016-08-30 19:53:32,680 DEBUG: View 3 : 0.566844919786
+2016-08-30 19:53:34,884 DEBUG: Best view : View0
+2016-08-30 19:53:51,814 DEBUG: Start: Iteration 249
+2016-08-30 19:53:51,835 DEBUG: View 0 : 0.609625668449
+2016-08-30 19:53:51,855 DEBUG: View 1 : 0.513368983957
+2016-08-30 19:53:51,874 DEBUG: View 2 : 0.508021390374
+2016-08-30 19:53:51,896 DEBUG: View 3 : 0.754010695187
+2016-08-30 19:53:54,128 DEBUG: Best view : View3
+2016-08-30 19:54:11,158 DEBUG: Start: Iteration 250
+2016-08-30 19:54:11,179 DEBUG: View 0 : 0.668449197861
+2016-08-30 19:54:11,198 DEBUG: View 1 : 0.438502673797
+2016-08-30 19:54:11,219 DEBUG: View 2 : 0.395721925134
+2016-08-30 19:54:11,241 DEBUG: View 3 : 0.705882352941
+2016-08-30 19:54:13,460 DEBUG: Best view : View3
+2016-08-30 19:54:30,526 DEBUG: Start: Iteration 251
+2016-08-30 19:54:30,547 DEBUG: View 0 : 0.711229946524
+2016-08-30 19:54:30,567 DEBUG: View 1 : 0.438502673797
+2016-08-30 19:54:30,588 DEBUG: View 2 : 0.411764705882
+2016-08-30 19:54:30,611 DEBUG: View 3 : 0.748663101604
+2016-08-30 19:54:32,832 DEBUG: Best view : View3
+2016-08-30 19:54:49,949 DEBUG: Start: Iteration 252
+2016-08-30 19:54:49,970 DEBUG: View 0 : 0.652406417112
+2016-08-30 19:54:49,990 DEBUG: View 1 : 0.406417112299
+2016-08-30 19:54:50,010 DEBUG: View 2 : 0.395721925134
+2016-08-30 19:54:50,032 DEBUG: View 3 : 0.737967914439
+2016-08-30 19:54:52,282 DEBUG: Best view : View3
+2016-08-30 19:55:09,470 DEBUG: Start: Iteration 253
+2016-08-30 19:55:09,491 DEBUG: View 0 : 0.770053475936
+2016-08-30 19:55:09,510 DEBUG: View 1 : 0.529411764706
+2016-08-30 19:55:09,530 DEBUG: View 2 : 0.438502673797
+2016-08-30 19:55:09,553 DEBUG: View 3 : 0.775401069519
+2016-08-30 19:55:11,800 DEBUG: Best view : View3
+2016-08-30 19:55:28,982 DEBUG: Start: Iteration 254
+2016-08-30 19:55:29,002 DEBUG: View 0 : 0.743315508021
+2016-08-30 19:55:29,022 DEBUG: View 1 : 0.385026737968
+2016-08-30 19:55:29,042 DEBUG: View 2 : 0.454545454545
+2016-08-30 19:55:29,064 DEBUG: View 3 : 0.716577540107
+2016-08-30 19:55:31,303 DEBUG: Best view : View0
+2016-08-30 19:55:48,621 DEBUG: Start: Iteration 255
+2016-08-30 19:55:48,642 DEBUG: View 0 : 0.631016042781
+2016-08-30 19:55:48,661 DEBUG: View 1 : 0.534759358289
+2016-08-30 19:55:48,680 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:55:48,703 DEBUG: View 3 : 0.657754010695
+2016-08-30 19:55:50,960 DEBUG: Best view : View0
+2016-08-30 19:56:08,283 DEBUG: Start: Iteration 256
+2016-08-30 19:56:08,304 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:56:08,324 DEBUG: View 1 : 0.508021390374
+2016-08-30 19:56:08,344 DEBUG: View 2 : 0.390374331551
+2016-08-30 19:56:08,368 DEBUG: View 3 : 0.577540106952
+2016-08-30 19:56:10,624 DEBUG: Best view : View0
+2016-08-30 19:56:28,068 DEBUG: Start: Iteration 257
+2016-08-30 19:56:28,089 DEBUG: View 0 : 0.68449197861
+2016-08-30 19:56:28,108 DEBUG: View 1 : 0.342245989305
+2016-08-30 19:56:28,128 DEBUG: View 2 : 0.363636363636
+2016-08-30 19:56:28,150 DEBUG: View 3 : 0.737967914439
+2016-08-30 19:56:30,429 DEBUG: Best view : View3
+2016-08-30 19:56:47,958 DEBUG: Start: Iteration 258
+2016-08-30 19:56:47,980 DEBUG: View 0 : 0.673796791444
+2016-08-30 19:56:47,999 DEBUG: View 1 : 0.433155080214
+2016-08-30 19:56:48,019 DEBUG: View 2 : 0.491978609626
+2016-08-30 19:56:48,041 DEBUG: View 3 : 0.711229946524
+2016-08-30 19:56:50,309 DEBUG: Best view : View3
+2016-08-30 19:57:07,823 DEBUG: Start: Iteration 259
+2016-08-30 19:57:07,844 DEBUG: View 0 : 0.754010695187
+2016-08-30 19:57:07,863 DEBUG: View 1 : 0.465240641711
+2016-08-30 19:57:07,883 DEBUG: View 2 : 0.48128342246
+2016-08-30 19:57:07,906 DEBUG: View 3 : 0.737967914439
+2016-08-30 19:57:10,198 DEBUG: Best view : View0
+2016-08-30 19:57:27,810 DEBUG: Start: Iteration 260
+2016-08-30 19:57:27,832 DEBUG: View 0 : 0.727272727273
+2016-08-30 19:57:27,851 DEBUG: View 1 : 0.497326203209
+2016-08-30 19:57:27,871 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:57:27,893 DEBUG: View 3 : 0.657754010695
+2016-08-30 19:57:30,175 DEBUG: Best view : View0
+2016-08-30 19:57:47,877 DEBUG: Start: Iteration 261
+2016-08-30 19:57:47,898 DEBUG: View 0 : 0.689839572193
+2016-08-30 19:57:47,917 DEBUG: View 1 : 0.566844919786
+2016-08-30 19:57:47,937 DEBUG: View 2 : 0.352941176471
+2016-08-30 19:57:47,960 DEBUG: View 3 : 0.818181818182
+2016-08-30 19:57:50,251 DEBUG: Best view : View3
+2016-08-30 19:58:07,993 DEBUG: Start: Iteration 262
+2016-08-30 19:58:08,014 DEBUG: View 0 : 0.679144385027
+2016-08-30 19:58:08,034 DEBUG: View 1 : 0.459893048128
+2016-08-30 19:58:08,054 DEBUG: View 2 : 0.395721925134
+2016-08-30 19:58:08,077 DEBUG: View 3 : 0.818181818182
+2016-08-30 19:58:10,401 DEBUG: Best view : View3
+2016-08-30 19:58:28,241 DEBUG: Start: Iteration 263
+2016-08-30 19:58:28,262 DEBUG: View 0 : 0.577540106952
+2016-08-30 19:58:28,281 DEBUG: View 1 : 0.486631016043
+2016-08-30 19:58:28,301 DEBUG: View 2 : 0.417112299465
+2016-08-30 19:58:28,324 DEBUG: View 3 : 0.791443850267
+2016-08-30 19:58:30,664 DEBUG: Best view : View3
+2016-08-30 19:58:48,641 DEBUG: Start: Iteration 264
+2016-08-30 19:58:48,663 DEBUG: View 0 : 0.737967914439
+2016-08-30 19:58:48,682 DEBUG: View 1 : 0.51871657754
+2016-08-30 19:58:48,703 DEBUG: View 2 : 0.491978609626
+2016-08-30 19:58:48,727 DEBUG: View 3 : 0.604278074866
+2016-08-30 19:58:51,078 DEBUG: Best view : View0
+2016-08-30 19:59:09,066 DEBUG: Start: Iteration 265
+2016-08-30 19:59:09,088 DEBUG: View 0 : 0.68449197861
+2016-08-30 19:59:09,107 DEBUG: View 1 : 0.427807486631
+2016-08-30 19:59:09,127 DEBUG: View 2 : 0.497326203209
+2016-08-30 19:59:09,150 DEBUG: View 3 : 0.604278074866
+2016-08-30 19:59:11,469 DEBUG: Best view : View0
+2016-08-30 19:59:29,499 DEBUG: Start: Iteration 266
+2016-08-30 19:59:29,519 DEBUG: View 0 : 0.700534759358
+2016-08-30 19:59:29,539 DEBUG: View 1 : 0.406417112299
+2016-08-30 19:59:29,558 DEBUG: View 2 : 0.406417112299
+2016-08-30 19:59:29,581 DEBUG: View 3 : 0.641711229947
+2016-08-30 19:59:31,899 DEBUG: Best view : View0
+2016-08-30 19:59:50,073 DEBUG: Start: Iteration 267
+2016-08-30 19:59:50,094 DEBUG: View 0 : 0.566844919786
+2016-08-30 19:59:50,113 DEBUG: View 1 : 0.545454545455
+2016-08-30 19:59:50,133 DEBUG: View 2 : 0.427807486631
+2016-08-30 19:59:50,156 DEBUG: View 3 : 0.716577540107
+2016-08-30 19:59:52,487 DEBUG: Best view : View3
+2016-08-30 20:00:10,676 DEBUG: Start: Iteration 268
+2016-08-30 20:00:10,699 DEBUG: View 0 : 0.700534759358
+2016-08-30 20:00:10,720 DEBUG: View 1 : 0.48128342246
+2016-08-30 20:00:10,740 DEBUG: View 2 : 0.433155080214
+2016-08-30 20:00:10,763 DEBUG: View 3 : 0.818181818182
+2016-08-30 20:00:13,100 DEBUG: Best view : View3
+2016-08-30 20:00:31,414 DEBUG: Start: Iteration 269
+2016-08-30 20:00:31,435 DEBUG: View 0 : 0.700534759358
+2016-08-30 20:00:31,455 DEBUG: View 1 : 0.508021390374
+2016-08-30 20:00:31,475 DEBUG: View 2 : 0.454545454545
+2016-08-30 20:00:31,498 DEBUG: View 3 : 0.711229946524
+2016-08-30 20:00:33,849 DEBUG: Best view : View3
+2016-08-30 20:00:52,130 DEBUG: Start: Iteration 270
+2016-08-30 20:00:52,151 DEBUG: View 0 : 0.727272727273
+2016-08-30 20:00:52,172 DEBUG: View 1 : 0.459893048128
+2016-08-30 20:00:52,192 DEBUG: View 2 : 0.411764705882
+2016-08-30 20:00:52,215 DEBUG: View 3 : 0.598930481283
+2016-08-30 20:00:54,575 DEBUG: Best view : View0
+2016-08-30 20:01:13,000 DEBUG: Start: Iteration 271
+2016-08-30 20:01:13,021 DEBUG: View 0 : 0.545454545455
+2016-08-30 20:01:13,041 DEBUG: View 1 : 0.459893048128
+2016-08-30 20:01:13,061 DEBUG: View 2 : 0.406417112299
+2016-08-30 20:01:13,083 DEBUG: View 3 : 0.614973262032
+2016-08-30 20:01:15,457 DEBUG: Best view : View3
+2016-08-30 20:01:33,872 DEBUG: Start: Iteration 272
+2016-08-30 20:01:33,894 DEBUG: View 0 : 0.727272727273
+2016-08-30 20:01:33,913 DEBUG: View 1 : 0.497326203209
+2016-08-30 20:01:33,932 DEBUG: View 2 : 0.438502673797
+2016-08-30 20:01:33,955 DEBUG: View 3 : 0.614973262032
+2016-08-30 20:01:36,331 DEBUG: Best view : View0
+2016-08-30 20:01:54,856 DEBUG: Start: Iteration 273
+2016-08-30 20:01:54,877 DEBUG: View 0 : 0.75935828877
+2016-08-30 20:01:54,897 DEBUG: View 1 : 0.609625668449
+2016-08-30 20:01:54,916 DEBUG: View 2 : 0.374331550802
+2016-08-30 20:01:54,939 DEBUG: View 3 : 0.802139037433
+2016-08-30 20:01:57,321 DEBUG: Best view : View3
+2016-08-30 20:02:15,948 DEBUG: Start: Iteration 274
+2016-08-30 20:02:15,969 DEBUG: View 0 : 0.72192513369
+2016-08-30 20:02:15,989 DEBUG: View 1 : 0.422459893048
+2016-08-30 20:02:16,009 DEBUG: View 2 : 0.454545454545
+2016-08-30 20:02:16,031 DEBUG: View 3 : 0.598930481283
+2016-08-30 20:02:18,430 DEBUG: Best view : View0
+2016-08-30 20:02:37,120 DEBUG: Start: Iteration 275
+2016-08-30 20:02:37,141 DEBUG: View 0 : 0.641711229947
+2016-08-30 20:02:37,160 DEBUG: View 1 : 0.470588235294
+2016-08-30 20:02:37,180 DEBUG: View 2 : 0.433155080214
+2016-08-30 20:02:37,203 DEBUG: View 3 : 0.657754010695
+2016-08-30 20:02:39,610 DEBUG: Best view : View0
+2016-08-30 20:02:58,341 DEBUG: Start: Iteration 276
+2016-08-30 20:02:58,362 DEBUG: View 0 : 0.700534759358
+2016-08-30 20:02:58,382 DEBUG: View 1 : 0.475935828877
+2016-08-30 20:02:58,401 DEBUG: View 2 : 0.427807486631
+2016-08-30 20:02:58,424 DEBUG: View 3 : 0.582887700535
+2016-08-30 20:03:00,815 DEBUG: Best view : View0
+2016-08-30 20:03:19,557 DEBUG: Start: Iteration 277
+2016-08-30 20:03:19,578 DEBUG: View 0 : 0.732620320856
+2016-08-30 20:03:19,597 DEBUG: View 1 : 0.422459893048
+2016-08-30 20:03:19,616 DEBUG: View 2 : 0.540106951872
+2016-08-30 20:03:19,638 DEBUG: View 3 : 0.716577540107
+2016-08-30 20:03:22,058 DEBUG: Best view : View3
+2016-08-30 20:03:40,859 DEBUG: Start: Iteration 278
+2016-08-30 20:03:40,880 DEBUG: View 0 : 0.668449197861
+2016-08-30 20:03:40,900 DEBUG: View 1 : 0.454545454545
+2016-08-30 20:03:40,919 DEBUG: View 2 : 0.51871657754
+2016-08-30 20:03:40,942 DEBUG: View 3 : 0.711229946524
+2016-08-30 20:03:43,363 DEBUG: Best view : View3
+2016-08-30 20:04:02,292 DEBUG: Start: Iteration 279
+2016-08-30 20:04:02,312 DEBUG: View 0 : 0.737967914439
+2016-08-30 20:04:02,332 DEBUG: View 1 : 0.411764705882
+2016-08-30 20:04:02,352 DEBUG: View 2 : 0.459893048128
+2016-08-30 20:04:02,375 DEBUG: View 3 : 0.711229946524
+2016-08-30 20:04:04,819 DEBUG: Best view : View3
+2016-08-30 20:04:23,844 DEBUG: Start: Iteration 280
+2016-08-30 20:04:23,865 DEBUG: View 0 : 0.679144385027
+2016-08-30 20:04:23,884 DEBUG: View 1 : 0.513368983957
+2016-08-30 20:04:23,904 DEBUG: View 2 : 0.502673796791
+2016-08-30 20:04:23,927 DEBUG: View 3 : 0.572192513369
+2016-08-30 20:04:26,338 DEBUG: Best view : View0
+2016-08-30 20:04:45,469 DEBUG: Start: Iteration 281
+2016-08-30 20:04:45,490 DEBUG: View 0 : 0.657754010695
+2016-08-30 20:04:45,510 DEBUG: View 1 : 0.347593582888
+2016-08-30 20:04:45,529 DEBUG: View 2 : 0.497326203209
+2016-08-30 20:04:45,552 DEBUG: View 3 : 0.68449197861
+2016-08-30 20:04:48,000 DEBUG: Best view : View3
+2016-08-30 20:05:07,162 DEBUG: Start: Iteration 282
+2016-08-30 20:05:07,184 DEBUG: View 0 : 0.807486631016
+2016-08-30 20:05:07,203 DEBUG: View 1 : 0.379679144385
+2016-08-30 20:05:07,223 DEBUG: View 2 : 0.454545454545
+2016-08-30 20:05:07,246 DEBUG: View 3 : 0.561497326203
+2016-08-30 20:05:09,721 DEBUG: Best view : View0
+2016-08-30 20:05:28,980 DEBUG: Start: Iteration 283
+2016-08-30 20:05:29,001 DEBUG: View 0 : 0.770053475936
+2016-08-30 20:05:29,021 DEBUG: View 1 : 0.347593582888
+2016-08-30 20:05:29,040 DEBUG: View 2 : 0.529411764706
+2016-08-30 20:05:29,062 DEBUG: View 3 : 0.716577540107
+2016-08-30 20:05:31,516 DEBUG: Best view : View0
+2016-08-30 20:05:50,875 DEBUG: Start: Iteration 284
+2016-08-30 20:05:50,896 DEBUG: View 0 : 0.72192513369
+2016-08-30 20:05:50,916 DEBUG: View 1 : 0.449197860963
+2016-08-30 20:05:50,936 DEBUG: View 2 : 0.417112299465
+2016-08-30 20:05:50,959 DEBUG: View 3 : 0.716577540107
+2016-08-30 20:05:53,409 DEBUG: Best view : View3
+2016-08-30 20:06:12,791 DEBUG: Start: Iteration 285
+2016-08-30 20:06:12,813 DEBUG: View 0 : 0.737967914439
+2016-08-30 20:06:12,832 DEBUG: View 1 : 0.524064171123
+2016-08-30 20:06:12,852 DEBUG: View 2 : 0.395721925134
+2016-08-30 20:06:12,874 DEBUG: View 3 : 0.791443850267
+2016-08-30 20:06:15,348 DEBUG: Best view : View3
+2016-08-30 20:06:34,807 DEBUG: Start: Iteration 286
+2016-08-30 20:06:34,828 DEBUG: View 0 : 0.689839572193
+2016-08-30 20:06:34,848 DEBUG: View 1 : 0.449197860963
+2016-08-30 20:06:34,868 DEBUG: View 2 : 0.395721925134
+2016-08-30 20:06:34,891 DEBUG: View 3 : 0.737967914439
+2016-08-30 20:06:37,367 DEBUG: Best view : View3
+2016-08-30 20:06:56,815 DEBUG: Start: Iteration 287
+2016-08-30 20:06:56,837 DEBUG: View 0 : 0.700534759358
+2016-08-30 20:06:56,857 DEBUG: View 1 : 0.368983957219
+2016-08-30 20:06:56,877 DEBUG: View 2 : 0.598930481283
+2016-08-30 20:06:56,900 DEBUG: View 3 : 0.754010695187
+2016-08-30 20:06:59,414 DEBUG: Best view : View3
+2016-08-30 20:07:18,919 DEBUG: Start: Iteration 288
+2016-08-30 20:07:18,940 DEBUG: View 0 : 0.75935828877
+2016-08-30 20:07:18,959 DEBUG: View 1 : 0.390374331551
+2016-08-30 20:07:18,978 DEBUG: View 2 : 0.438502673797
+2016-08-30 20:07:19,000 DEBUG: View 3 : 0.754010695187
+2016-08-30 20:07:21,498 DEBUG: Best view : View3
+2016-08-30 20:07:41,188 DEBUG: Start: Iteration 289
+2016-08-30 20:07:41,209 DEBUG: View 0 : 0.748663101604
+2016-08-30 20:07:41,229 DEBUG: View 1 : 0.540106951872
+2016-08-30 20:07:41,249 DEBUG: View 2 : 0.417112299465
+2016-08-30 20:07:41,271 DEBUG: View 3 : 0.75935828877
+2016-08-30 20:07:43,774 DEBUG: Best view : View3
+2016-08-30 20:08:03,545 DEBUG: Start: Iteration 290
+2016-08-30 20:08:03,566 DEBUG: View 0 : 0.737967914439
+2016-08-30 20:08:03,586 DEBUG: View 1 : 0.475935828877
+2016-08-30 20:08:03,606 DEBUG: View 2 : 0.44385026738
+2016-08-30 20:08:03,629 DEBUG: View 3 : 0.775401069519
+2016-08-30 20:08:06,163 DEBUG: Best view : View3
+2016-08-30 20:08:25,905 DEBUG: Start: Iteration 291
+2016-08-30 20:08:25,926 DEBUG: View 0 : 0.727272727273
+2016-08-30 20:08:25,945 DEBUG: View 1 : 0.497326203209
+2016-08-30 20:08:25,965 DEBUG: View 2 : 0.465240641711
+2016-08-30 20:08:25,988 DEBUG: View 3 : 0.802139037433
+2016-08-30 20:08:28,500 DEBUG: Best view : View3
+2016-08-30 20:08:48,326 DEBUG: Start: Iteration 292
+2016-08-30 20:08:48,348 DEBUG: View 0 : 0.72192513369
+2016-08-30 20:08:48,368 DEBUG: View 1 : 0.433155080214
+2016-08-30 20:08:48,388 DEBUG: View 2 : 0.411764705882
+2016-08-30 20:08:48,410 DEBUG: View 3 : 0.802139037433
+2016-08-30 20:08:50,944 DEBUG: Best view : View3
+2016-08-30 20:09:10,802 DEBUG: Start: Iteration 293
+2016-08-30 20:09:10,823 DEBUG: View 0 : 0.679144385027
+2016-08-30 20:09:10,842 DEBUG: View 1 : 0.422459893048
+2016-08-30 20:09:10,862 DEBUG: View 2 : 0.438502673797
+2016-08-30 20:09:10,884 DEBUG: View 3 : 0.770053475936
+2016-08-30 20:09:13,413 DEBUG: Best view : View3
+2016-08-30 20:09:33,315 DEBUG: Start: Iteration 294
+2016-08-30 20:09:33,336 DEBUG: View 0 : 0.689839572193
+2016-08-30 20:09:33,355 DEBUG: View 1 : 0.48128342246
+2016-08-30 20:09:33,375 DEBUG: View 2 : 0.491978609626
+2016-08-30 20:09:33,397 DEBUG: View 3 : 0.770053475936
+2016-08-30 20:09:35,936 DEBUG: Best view : View3
+2016-08-30 20:09:55,893 DEBUG: Start: Iteration 295
+2016-08-30 20:09:55,914 DEBUG: View 0 : 0.700534759358
+2016-08-30 20:09:55,933 DEBUG: View 1 : 0.524064171123
+2016-08-30 20:09:55,953 DEBUG: View 2 : 0.422459893048
+2016-08-30 20:09:55,976 DEBUG: View 3 : 0.561497326203
+2016-08-30 20:09:58,523 DEBUG: Best view : View0
+2016-08-30 20:10:18,632 DEBUG: Start: Iteration 296
+2016-08-30 20:10:18,653 DEBUG: View 0 : 0.732620320856
+2016-08-30 20:10:18,673 DEBUG: View 1 : 0.449197860963
+2016-08-30 20:10:18,692 DEBUG: View 2 : 0.411764705882
+2016-08-30 20:10:18,715 DEBUG: View 3 : 0.561497326203
+2016-08-30 20:10:21,261 DEBUG: Best view : View0
+2016-08-30 20:10:41,369 DEBUG: Start: Iteration 297
+2016-08-30 20:10:41,390 DEBUG: View 0 : 0.770053475936
+2016-08-30 20:10:41,409 DEBUG: View 1 : 0.465240641711
+2016-08-30 20:10:41,429 DEBUG: View 2 : 0.401069518717
+2016-08-30 20:10:41,451 DEBUG: View 3 : 0.561497326203
+2016-08-30 20:10:44,003 DEBUG: Best view : View0
+2016-08-30 20:11:04,156 DEBUG: Start: Iteration 298
+2016-08-30 20:11:04,177 DEBUG: View 0 : 0.711229946524
+2016-08-30 20:11:04,196 DEBUG: View 1 : 0.438502673797
+2016-08-30 20:11:04,215 DEBUG: View 2 : 0.411764705882
+2016-08-30 20:11:04,238 DEBUG: View 3 : 0.754010695187
+2016-08-30 20:11:06,821 DEBUG: Best view : View3
+2016-08-30 20:11:27,078 DEBUG: Start: Iteration 299
+2016-08-30 20:11:27,099 DEBUG: View 0 : 0.673796791444
+2016-08-30 20:11:27,119 DEBUG: View 1 : 0.454545454545
+2016-08-30 20:11:27,139 DEBUG: View 2 : 0.513368983957
+2016-08-30 20:11:27,162 DEBUG: View 3 : 0.711229946524
+2016-08-30 20:11:29,751 DEBUG: Best view : View3
+2016-08-30 20:11:50,075 DEBUG: Start: Iteration 300
+2016-08-30 20:11:50,096 DEBUG: View 0 : 0.657754010695
+2016-08-30 20:11:50,116 DEBUG: View 1 : 0.406417112299
+2016-08-30 20:11:50,136 DEBUG: View 2 : 0.540106951872
+2016-08-30 20:11:50,158 DEBUG: View 3 : 0.711229946524
+2016-08-30 20:11:52,725 DEBUG: Best view : View3
+2016-08-30 20:12:13,142 DEBUG: Start: Iteration 301
+2016-08-30 20:12:13,163 DEBUG: View 0 : 0.72192513369
+2016-08-30 20:12:13,183 DEBUG: View 1 : 0.438502673797
+2016-08-30 20:12:13,203 DEBUG: View 2 : 0.411764705882
+2016-08-30 20:12:13,225 DEBUG: View 3 : 0.561497326203
+2016-08-30 20:12:15,826 DEBUG: Best view : View0
+2016-08-30 20:12:36,337 DEBUG: Start: Iteration 302
+2016-08-30 20:12:36,361 DEBUG: View 0 : 0.652406417112
+2016-08-30 20:12:36,383 DEBUG: View 1 : 0.433155080214
+2016-08-30 20:12:36,406 DEBUG: View 2 : 0.411764705882
+2016-08-30 20:12:36,433 DEBUG: View 3 : 0.727272727273
+2016-08-30 20:12:39,086 DEBUG: Best view : View3
+2016-08-30 20:12:59,599 INFO: Start: Classification
+2016-08-30 20:13:32,478 INFO: Done: Fold number 2
+2016-08-30 20:13:32,501 INFO: Start: Fold number 3
+2016-08-30 20:13:40,637 DEBUG: Start: Iteration 1
+2016-08-30 20:13:40,657 DEBUG: View 0 : 0.0846560846561
+2016-08-30 20:13:40,675 DEBUG: View 1 : 0.0846560846561
+2016-08-30 20:13:40,693 DEBUG: View 2 : 0.0846560846561
+2016-08-30 20:13:40,715 DEBUG: View 3 : 0.0846560846561
+2016-08-30 20:13:40,715 WARNING: WARNING: All bad for iteration 0
+2016-08-30 20:13:40,998 DEBUG: Best view : View0
+2016-08-30 20:13:41,122 DEBUG: Start: Iteration 2
+2016-08-30 20:13:41,143 DEBUG: View 0 : 0.68253968254
+2016-08-30 20:13:41,163 DEBUG: View 1 : 0.497354497354
+2016-08-30 20:13:41,183 DEBUG: View 2 : 0.560846560847
+2016-08-30 20:13:41,206 DEBUG: View 3 : 0.634920634921
+2016-08-30 20:13:41,499 DEBUG: Best view : View0
+2016-08-30 20:13:41,693 DEBUG: Start: Iteration 3
+2016-08-30 20:13:41,715 DEBUG: View 0 : 0.677248677249
+2016-08-30 20:13:41,735 DEBUG: View 1 : 0.375661375661
+2016-08-30 20:13:41,755 DEBUG: View 2 : 0.544973544974
+2016-08-30 20:13:41,778 DEBUG: View 3 : 0.634920634921
+2016-08-30 20:13:42,403 DEBUG: Best view : View0
+2016-08-30 20:13:42,678 DEBUG: Start: Iteration 4
+2016-08-30 20:13:42,700 DEBUG: View 0 : 0.544973544974
+2016-08-30 20:13:42,719 DEBUG: View 1 : 0.365079365079
+2016-08-30 20:13:42,739 DEBUG: View 2 : 0.407407407407
+2016-08-30 20:13:42,762 DEBUG: View 3 : 0.756613756614
+2016-08-30 20:13:43,201 DEBUG: Best view : View3
+2016-08-30 20:13:43,540 DEBUG: Start: Iteration 5
+2016-08-30 20:13:43,562 DEBUG: View 0 : 0.439153439153
+2016-08-30 20:13:43,581 DEBUG: View 1 : 0.460317460317
+2016-08-30 20:13:43,601 DEBUG: View 2 : 0.391534391534
+2016-08-30 20:13:43,623 DEBUG: View 3 : 0.671957671958
+2016-08-30 20:13:44,029 DEBUG: Best view : View3
+2016-08-30 20:13:44,445 DEBUG: Start: Iteration 6
+2016-08-30 20:13:44,467 DEBUG: View 0 : 0.708994708995
+2016-08-30 20:13:44,486 DEBUG: View 1 : 0.396825396825
+2016-08-30 20:13:44,506 DEBUG: View 2 : 0.550264550265
+2016-08-30 20:13:44,530 DEBUG: View 3 : 0.724867724868
+2016-08-30 20:13:44,893 DEBUG: Best view : View3
+2016-08-30 20:13:45,367 DEBUG: Start: Iteration 7
+2016-08-30 20:13:45,389 DEBUG: View 0 : 0.592592592593
+2016-08-30 20:13:45,410 DEBUG: View 1 : 0.349206349206
+2016-08-30 20:13:45,431 DEBUG: View 2 : 0.492063492063
+2016-08-30 20:13:45,455 DEBUG: View 3 : 0.746031746032
+2016-08-30 20:13:45,833 DEBUG: Best view : View3
+2016-08-30 20:13:46,373 DEBUG: Start: Iteration 8
+2016-08-30 20:13:46,395 DEBUG: View 0 : 0.703703703704
+2016-08-30 20:13:46,415 DEBUG: View 1 : 0.312169312169
+2016-08-30 20:13:46,435 DEBUG: View 2 : 0.449735449735
+2016-08-30 20:13:46,458 DEBUG: View 3 : 0.698412698413
+2016-08-30 20:13:46,842 DEBUG: Best view : View0
+2016-08-30 20:13:47,453 DEBUG: Start: Iteration 9
+2016-08-30 20:13:47,474 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:13:47,495 DEBUG: View 1 : 0.402116402116
+2016-08-30 20:13:47,515 DEBUG: View 2 : 0.597883597884
+2016-08-30 20:13:47,538 DEBUG: View 3 : 0.433862433862
+2016-08-30 20:13:47,927 DEBUG: Best view : View2
+2016-08-30 20:13:48,609 DEBUG: Start: Iteration 10
+2016-08-30 20:13:48,630 DEBUG: View 0 : 0.677248677249
+2016-08-30 20:13:48,651 DEBUG: View 1 : 0.412698412698
+2016-08-30 20:13:48,672 DEBUG: View 2 : 0.544973544974
+2016-08-30 20:13:48,694 DEBUG: View 3 : 0.439153439153
+2016-08-30 20:13:49,092 DEBUG: Best view : View0
+2016-08-30 20:13:49,843 DEBUG: Start: Iteration 11
+2016-08-30 20:13:49,864 DEBUG: View 0 : 0.507936507937
+2016-08-30 20:13:49,884 DEBUG: View 1 : 0.497354497354
+2016-08-30 20:13:49,905 DEBUG: View 2 : 0.455026455026
+2016-08-30 20:13:49,927 DEBUG: View 3 : 0.439153439153
+2016-08-30 20:13:50,344 DEBUG: Best view : View0
+2016-08-30 20:13:51,191 DEBUG: Start: Iteration 12
+2016-08-30 20:13:51,213 DEBUG: View 0 : 0.587301587302
+2016-08-30 20:13:51,233 DEBUG: View 1 : 0.439153439153
+2016-08-30 20:13:51,254 DEBUG: View 2 : 0.518518518519
+2016-08-30 20:13:51,276 DEBUG: View 3 : 0.439153439153
+2016-08-30 20:13:51,709 DEBUG: Best view : View0
+2016-08-30 20:13:52,605 DEBUG: Start: Iteration 13
+2016-08-30 20:13:52,628 DEBUG: View 0 : 0.661375661376
+2016-08-30 20:13:52,648 DEBUG: View 1 : 0.412698412698
+2016-08-30 20:13:52,669 DEBUG: View 2 : 0.486772486772
+2016-08-30 20:13:52,692 DEBUG: View 3 : 0.444444444444
+2016-08-30 20:13:53,117 DEBUG: Best view : View0
+2016-08-30 20:13:54,071 DEBUG: Start: Iteration 14
+2016-08-30 20:13:54,093 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:13:54,113 DEBUG: View 1 : 0.62962962963
+2016-08-30 20:13:54,133 DEBUG: View 2 : 0.539682539683
+2016-08-30 20:13:54,157 DEBUG: View 3 : 0.57671957672
+2016-08-30 20:13:54,610 DEBUG: Best view : View1
+2016-08-30 20:13:55,638 DEBUG: Start: Iteration 15
+2016-08-30 20:13:55,659 DEBUG: View 0 : 0.597883597884
+2016-08-30 20:13:55,680 DEBUG: View 1 : 0.417989417989
+2016-08-30 20:13:55,700 DEBUG: View 2 : 0.391534391534
+2016-08-30 20:13:55,723 DEBUG: View 3 : 0.444444444444
+2016-08-30 20:13:56,179 DEBUG: Best view : View0
+2016-08-30 20:13:57,276 DEBUG: Start: Iteration 16
+2016-08-30 20:13:57,298 DEBUG: View 0 : 0.571428571429
+2016-08-30 20:13:57,318 DEBUG: View 1 : 0.343915343915
+2016-08-30 20:13:57,338 DEBUG: View 2 : 0.529100529101
+2016-08-30 20:13:57,361 DEBUG: View 3 : 0.444444444444
+2016-08-30 20:13:57,834 DEBUG: Best view : View2
+2016-08-30 20:13:59,015 DEBUG: Start: Iteration 17
+2016-08-30 20:13:59,036 DEBUG: View 0 : 0.560846560847
+2016-08-30 20:13:59,056 DEBUG: View 1 : 0.359788359788
+2016-08-30 20:13:59,077 DEBUG: View 2 : 0.455026455026
+2016-08-30 20:13:59,100 DEBUG: View 3 : 0.587301587302
+2016-08-30 20:13:59,580 DEBUG: Best view : View3
+2016-08-30 20:14:00,830 DEBUG: Start: Iteration 18
+2016-08-30 20:14:00,852 DEBUG: View 0 : 0.582010582011
+2016-08-30 20:14:00,871 DEBUG: View 1 : 0.312169312169
+2016-08-30 20:14:00,892 DEBUG: View 2 : 0.412698412698
+2016-08-30 20:14:00,916 DEBUG: View 3 : 0.587301587302
+2016-08-30 20:14:01,388 DEBUG: Best view : View3
+2016-08-30 20:14:02,706 DEBUG: Start: Iteration 19
+2016-08-30 20:14:02,728 DEBUG: View 0 : 0.687830687831
+2016-08-30 20:14:02,747 DEBUG: View 1 : 0.31746031746
+2016-08-30 20:14:02,768 DEBUG: View 2 : 0.42328042328
+2016-08-30 20:14:02,790 DEBUG: View 3 : 0.597883597884
+2016-08-30 20:14:03,275 DEBUG: Best view : View0
+2016-08-30 20:14:04,649 DEBUG: Start: Iteration 20
+2016-08-30 20:14:04,671 DEBUG: View 0 : 0.634920634921
+2016-08-30 20:14:04,691 DEBUG: View 1 : 0.375661375661
+2016-08-30 20:14:04,711 DEBUG: View 2 : 0.486772486772
+2016-08-30 20:14:04,735 DEBUG: View 3 : 0.666666666667
+2016-08-30 20:14:05,230 DEBUG: Best view : View3
+2016-08-30 20:14:06,669 DEBUG: Start: Iteration 21
+2016-08-30 20:14:06,691 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:14:06,712 DEBUG: View 1 : 0.31746031746
+2016-08-30 20:14:06,732 DEBUG: View 2 : 0.417989417989
+2016-08-30 20:14:06,756 DEBUG: View 3 : 0.666666666667
+2016-08-30 20:14:07,264 DEBUG: Best view : View3
+2016-08-30 20:14:08,772 DEBUG: Start: Iteration 22
+2016-08-30 20:14:08,793 DEBUG: View 0 : 0.698412698413
+2016-08-30 20:14:08,812 DEBUG: View 1 : 0.328042328042
+2016-08-30 20:14:08,832 DEBUG: View 2 : 0.481481481481
+2016-08-30 20:14:08,854 DEBUG: View 3 : 0.534391534392
+2016-08-30 20:14:09,370 DEBUG: Best view : View0
+2016-08-30 20:14:10,944 DEBUG: Start: Iteration 23
+2016-08-30 20:14:10,965 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:14:10,984 DEBUG: View 1 : 0.571428571429
+2016-08-30 20:14:11,004 DEBUG: View 2 : 0.47619047619
+2016-08-30 20:14:11,027 DEBUG: View 3 : 0.534391534392
+2016-08-30 20:14:11,544 DEBUG: Best view : View0
+2016-08-30 20:14:13,187 DEBUG: Start: Iteration 24
+2016-08-30 20:14:13,209 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:14:13,229 DEBUG: View 1 : 0.396825396825
+2016-08-30 20:14:13,248 DEBUG: View 2 : 0.507936507937
+2016-08-30 20:14:13,271 DEBUG: View 3 : 0.529100529101
+2016-08-30 20:14:13,817 DEBUG: Best view : View0
+2016-08-30 20:14:15,532 DEBUG: Start: Iteration 25
+2016-08-30 20:14:15,553 DEBUG: View 0 : 0.603174603175
+2016-08-30 20:14:15,572 DEBUG: View 1 : 0.407407407407
+2016-08-30 20:14:15,592 DEBUG: View 2 : 0.534391534392
+2016-08-30 20:14:15,615 DEBUG: View 3 : 0.529100529101
+2016-08-30 20:14:16,151 DEBUG: Best view : View0
+2016-08-30 20:14:17,935 DEBUG: Start: Iteration 26
+2016-08-30 20:14:17,957 DEBUG: View 0 : 0.592592592593
+2016-08-30 20:14:17,976 DEBUG: View 1 : 0.428571428571
+2016-08-30 20:14:17,996 DEBUG: View 2 : 0.592592592593
+2016-08-30 20:14:18,019 DEBUG: View 3 : 0.460317460317
+2016-08-30 20:14:18,555 DEBUG: Best view : View2
+2016-08-30 20:14:20,412 DEBUG: Start: Iteration 27
+2016-08-30 20:14:20,434 DEBUG: View 0 : 0.592592592593
+2016-08-30 20:14:20,455 DEBUG: View 1 : 0.31746031746
+2016-08-30 20:14:20,475 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:14:20,498 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:14:21,047 DEBUG: Best view : View3
+2016-08-30 20:14:22,963 DEBUG: Start: Iteration 28
+2016-08-30 20:14:22,985 DEBUG: View 0 : 0.724867724868
+2016-08-30 20:14:23,004 DEBUG: View 1 : 0.375661375661
+2016-08-30 20:14:23,024 DEBUG: View 2 : 0.428571428571
+2016-08-30 20:14:23,047 DEBUG: View 3 : 0.68253968254
+2016-08-30 20:14:23,609 DEBUG: Best view : View0
+2016-08-30 20:14:25,600 DEBUG: Start: Iteration 29
+2016-08-30 20:14:25,621 DEBUG: View 0 : 0.656084656085
+2016-08-30 20:14:25,640 DEBUG: View 1 : 0.529100529101
+2016-08-30 20:14:25,660 DEBUG: View 2 : 0.544973544974
+2016-08-30 20:14:25,682 DEBUG: View 3 : 0.624338624339
+2016-08-30 20:14:26,244 DEBUG: Best view : View0
+2016-08-30 20:14:28,304 DEBUG: Start: Iteration 30
+2016-08-30 20:14:28,325 DEBUG: View 0 : 0.645502645503
+2016-08-30 20:14:28,344 DEBUG: View 1 : 0.417989417989
+2016-08-30 20:14:28,365 DEBUG: View 2 : 0.52380952381
+2016-08-30 20:14:28,387 DEBUG: View 3 : 0.708994708995
+2016-08-30 20:14:28,959 DEBUG: Best view : View3
+2016-08-30 20:14:31,100 DEBUG: Start: Iteration 31
+2016-08-30 20:14:31,122 DEBUG: View 0 : 0.603174603175
+2016-08-30 20:14:31,141 DEBUG: View 1 : 0.391534391534
+2016-08-30 20:14:31,161 DEBUG: View 2 : 0.507936507937
+2016-08-30 20:14:31,184 DEBUG: View 3 : 0.714285714286
+2016-08-30 20:14:31,758 DEBUG: Best view : View3
+2016-08-30 20:14:33,950 DEBUG: Start: Iteration 32
+2016-08-30 20:14:33,971 DEBUG: View 0 : 0.634920634921
+2016-08-30 20:14:33,991 DEBUG: View 1 : 0.343915343915
+2016-08-30 20:14:34,011 DEBUG: View 2 : 0.433862433862
+2016-08-30 20:14:34,034 DEBUG: View 3 : 0.492063492063
+2016-08-30 20:14:34,618 DEBUG: Best view : View0
+2016-08-30 20:14:36,880 DEBUG: Start: Iteration 33
+2016-08-30 20:14:36,901 DEBUG: View 0 : 0.714285714286
+2016-08-30 20:14:36,921 DEBUG: View 1 : 0.507936507937
+2016-08-30 20:14:36,941 DEBUG: View 2 : 0.455026455026
+2016-08-30 20:14:36,964 DEBUG: View 3 : 0.518518518519
+2016-08-30 20:14:37,556 DEBUG: Best view : View0
+2016-08-30 20:14:39,891 DEBUG: Start: Iteration 34
+2016-08-30 20:14:39,912 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:14:39,932 DEBUG: View 1 : 0.37037037037
+2016-08-30 20:14:39,952 DEBUG: View 2 : 0.497354497354
+2016-08-30 20:14:39,975 DEBUG: View 3 : 0.603174603175
+2016-08-30 20:14:40,581 DEBUG: Best view : View3
+2016-08-30 20:14:42,978 DEBUG: Start: Iteration 35
+2016-08-30 20:14:42,999 DEBUG: View 0 : 0.566137566138
+2016-08-30 20:14:43,019 DEBUG: View 1 : 0.507936507937
+2016-08-30 20:14:43,039 DEBUG: View 2 : 0.539682539683
+2016-08-30 20:14:43,062 DEBUG: View 3 : 0.449735449735
+2016-08-30 20:14:43,675 DEBUG: Best view : View2
+2016-08-30 20:14:46,154 DEBUG: Start: Iteration 36
+2016-08-30 20:14:46,175 DEBUG: View 0 : 0.582010582011
+2016-08-30 20:14:46,195 DEBUG: View 1 : 0.42328042328
+2016-08-30 20:14:46,215 DEBUG: View 2 : 0.518518518519
+2016-08-30 20:14:46,238 DEBUG: View 3 : 0.492063492063
+2016-08-30 20:14:46,853 DEBUG: Best view : View0
+2016-08-30 20:14:49,394 DEBUG: Start: Iteration 37
+2016-08-30 20:14:49,415 DEBUG: View 0 : 0.57671957672
+2016-08-30 20:14:49,435 DEBUG: View 1 : 0.449735449735
+2016-08-30 20:14:49,456 DEBUG: View 2 : 0.587301587302
+2016-08-30 20:14:49,479 DEBUG: View 3 : 0.539682539683
+2016-08-30 20:14:50,101 DEBUG: Best view : View2
+2016-08-30 20:14:52,708 DEBUG: Start: Iteration 38
+2016-08-30 20:14:52,729 DEBUG: View 0 : 0.666666666667
+2016-08-30 20:14:52,749 DEBUG: View 1 : 0.322751322751
+2016-08-30 20:14:52,769 DEBUG: View 2 : 0.391534391534
+2016-08-30 20:14:52,793 DEBUG: View 3 : 0.560846560847
+2016-08-30 20:14:53,422 DEBUG: Best view : View0
+2016-08-30 20:14:56,114 DEBUG: Start: Iteration 39
+2016-08-30 20:14:56,135 DEBUG: View 0 : 0.529100529101
+2016-08-30 20:14:56,154 DEBUG: View 1 : 0.380952380952
+2016-08-30 20:14:56,174 DEBUG: View 2 : 0.497354497354
+2016-08-30 20:14:56,197 DEBUG: View 3 : 0.62962962963
+2016-08-30 20:14:56,834 DEBUG: Best view : View3
+2016-08-30 20:14:59,583 DEBUG: Start: Iteration 40
+2016-08-30 20:14:59,605 DEBUG: View 0 : 0.52380952381
+2016-08-30 20:14:59,626 DEBUG: View 1 : 0.402116402116
+2016-08-30 20:14:59,645 DEBUG: View 2 : 0.539682539683
+2016-08-30 20:14:59,668 DEBUG: View 3 : 0.555555555556
+2016-08-30 20:15:00,321 DEBUG: Best view : View3
+2016-08-30 20:15:03,136 DEBUG: Start: Iteration 41
+2016-08-30 20:15:03,158 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:15:03,177 DEBUG: View 1 : 0.73544973545
+2016-08-30 20:15:03,196 DEBUG: View 2 : 0.497354497354
+2016-08-30 20:15:03,219 DEBUG: View 3 : 0.640211640212
+2016-08-30 20:15:03,881 DEBUG: Best view : View1
+2016-08-30 20:15:06,767 DEBUG: Start: Iteration 42
+2016-08-30 20:15:06,788 DEBUG: View 0 : 0.555555555556
+2016-08-30 20:15:06,808 DEBUG: View 1 : 0.306878306878
+2016-08-30 20:15:06,828 DEBUG: View 2 : 0.460317460317
+2016-08-30 20:15:06,851 DEBUG: View 3 : 0.645502645503
+2016-08-30 20:15:07,519 DEBUG: Best view : View3
+2016-08-30 20:15:10,475 DEBUG: Start: Iteration 43
+2016-08-30 20:15:10,496 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:15:10,516 DEBUG: View 1 : 0.465608465608
+2016-08-30 20:15:10,536 DEBUG: View 2 : 0.433862433862
+2016-08-30 20:15:10,559 DEBUG: View 3 : 0.555555555556
+2016-08-30 20:15:11,224 DEBUG: Best view : View0
+2016-08-30 20:15:14,244 DEBUG: Start: Iteration 44
+2016-08-30 20:15:14,265 DEBUG: View 0 : 0.645502645503
+2016-08-30 20:15:14,286 DEBUG: View 1 : 0.433862433862
+2016-08-30 20:15:14,306 DEBUG: View 2 : 0.449735449735
+2016-08-30 20:15:14,328 DEBUG: View 3 : 0.603174603175
+2016-08-30 20:15:15,013 DEBUG: Best view : View0
+2016-08-30 20:15:18,094 DEBUG: Start: Iteration 45
+2016-08-30 20:15:18,115 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:15:18,135 DEBUG: View 1 : 0.380952380952
+2016-08-30 20:15:18,155 DEBUG: View 2 : 0.539682539683
+2016-08-30 20:15:18,177 DEBUG: View 3 : 0.666666666667
+2016-08-30 20:15:18,866 DEBUG: Best view : View3
+2016-08-30 20:15:22,025 DEBUG: Start: Iteration 46
+2016-08-30 20:15:22,046 DEBUG: View 0 : 0.634920634921
+2016-08-30 20:15:22,066 DEBUG: View 1 : 0.285714285714
+2016-08-30 20:15:22,087 DEBUG: View 2 : 0.560846560847
+2016-08-30 20:15:22,110 DEBUG: View 3 : 0.661375661376
+2016-08-30 20:15:22,801 DEBUG: Best view : View3
+2016-08-30 20:15:26,018 DEBUG: Start: Iteration 47
+2016-08-30 20:15:26,040 DEBUG: View 0 : 0.571428571429
+2016-08-30 20:15:26,059 DEBUG: View 1 : 0.343915343915
+2016-08-30 20:15:26,080 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:15:26,102 DEBUG: View 3 : 0.661375661376
+2016-08-30 20:15:26,805 DEBUG: Best view : View3
+2016-08-30 20:15:30,122 DEBUG: Start: Iteration 48
+2016-08-30 20:15:30,144 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:15:30,164 DEBUG: View 1 : 0.407407407407
+2016-08-30 20:15:30,184 DEBUG: View 2 : 0.417989417989
+2016-08-30 20:15:30,206 DEBUG: View 3 : 0.47619047619
+2016-08-30 20:15:30,916 DEBUG: Best view : View0
+2016-08-30 20:15:34,279 DEBUG: Start: Iteration 49
+2016-08-30 20:15:34,300 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:15:34,320 DEBUG: View 1 : 0.37037037037
+2016-08-30 20:15:34,340 DEBUG: View 2 : 0.481481481481
+2016-08-30 20:15:34,363 DEBUG: View 3 : 0.497354497354
+2016-08-30 20:15:35,089 DEBUG: Best view : View0
+2016-08-30 20:15:38,533 DEBUG: Start: Iteration 50
+2016-08-30 20:15:38,554 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:15:38,574 DEBUG: View 1 : 0.354497354497
+2016-08-30 20:15:38,594 DEBUG: View 2 : 0.486772486772
+2016-08-30 20:15:38,617 DEBUG: View 3 : 0.497354497354
+2016-08-30 20:15:39,352 DEBUG: Best view : View0
+2016-08-30 20:15:42,867 DEBUG: Start: Iteration 51
+2016-08-30 20:15:42,888 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:15:42,907 DEBUG: View 1 : 0.407407407407
+2016-08-30 20:15:42,927 DEBUG: View 2 : 0.597883597884
+2016-08-30 20:15:42,950 DEBUG: View 3 : 0.502645502646
+2016-08-30 20:15:43,691 DEBUG: Best view : View0
+2016-08-30 20:15:47,286 DEBUG: Start: Iteration 52
+2016-08-30 20:15:47,307 DEBUG: View 0 : 0.656084656085
+2016-08-30 20:15:47,327 DEBUG: View 1 : 0.412698412698
+2016-08-30 20:15:47,347 DEBUG: View 2 : 0.486772486772
+2016-08-30 20:15:47,369 DEBUG: View 3 : 0.502645502646
+2016-08-30 20:15:48,123 DEBUG: Best view : View0
+2016-08-30 20:15:51,759 DEBUG: Start: Iteration 53
+2016-08-30 20:15:51,781 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:15:51,801 DEBUG: View 1 : 0.47619047619
+2016-08-30 20:15:51,821 DEBUG: View 2 : 0.507936507937
+2016-08-30 20:15:51,843 DEBUG: View 3 : 0.645502645503
+2016-08-30 20:15:52,596 DEBUG: Best view : View3
+2016-08-30 20:15:56,301 DEBUG: Start: Iteration 54
+2016-08-30 20:15:56,323 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:15:56,342 DEBUG: View 1 : 0.439153439153
+2016-08-30 20:15:56,362 DEBUG: View 2 : 0.502645502646
+2016-08-30 20:15:56,385 DEBUG: View 3 : 0.640211640212
+2016-08-30 20:15:57,146 DEBUG: Best view : View0
+2016-08-30 20:16:00,924 DEBUG: Start: Iteration 55
+2016-08-30 20:16:00,945 DEBUG: View 0 : 0.592592592593
+2016-08-30 20:16:00,966 DEBUG: View 1 : 0.417989417989
+2016-08-30 20:16:00,985 DEBUG: View 2 : 0.550264550265
+2016-08-30 20:16:01,008 DEBUG: View 3 : 0.597883597884
+2016-08-30 20:16:01,778 DEBUG: Best view : View3
+2016-08-30 20:16:05,642 DEBUG: Start: Iteration 56
+2016-08-30 20:16:05,663 DEBUG: View 0 : 0.746031746032
+2016-08-30 20:16:05,682 DEBUG: View 1 : 0.322751322751
+2016-08-30 20:16:05,702 DEBUG: View 2 : 0.529100529101
+2016-08-30 20:16:05,725 DEBUG: View 3 : 0.47619047619
+2016-08-30 20:16:06,504 DEBUG: Best view : View0
+2016-08-30 20:16:10,435 DEBUG: Start: Iteration 57
+2016-08-30 20:16:10,457 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:16:10,476 DEBUG: View 1 : 0.433862433862
+2016-08-30 20:16:10,496 DEBUG: View 2 : 0.42328042328
+2016-08-30 20:16:10,519 DEBUG: View 3 : 0.481481481481
+2016-08-30 20:16:11,306 DEBUG: Best view : View0
+2016-08-30 20:16:15,290 DEBUG: Start: Iteration 58
+2016-08-30 20:16:15,312 DEBUG: View 0 : 0.603174603175
+2016-08-30 20:16:15,332 DEBUG: View 1 : 0.359788359788
+2016-08-30 20:16:15,352 DEBUG: View 2 : 0.544973544974
+2016-08-30 20:16:15,375 DEBUG: View 3 : 0.571428571429
+2016-08-30 20:16:16,159 DEBUG: Best view : View3
+2016-08-30 20:16:20,202 DEBUG: Start: Iteration 59
+2016-08-30 20:16:20,223 DEBUG: View 0 : 0.634920634921
+2016-08-30 20:16:20,243 DEBUG: View 1 : 0.417989417989
+2016-08-30 20:16:20,263 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:16:20,286 DEBUG: View 3 : 0.645502645503
+2016-08-30 20:16:21,083 DEBUG: Best view : View3
+2016-08-30 20:16:25,190 DEBUG: Start: Iteration 60
+2016-08-30 20:16:25,211 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:16:25,231 DEBUG: View 1 : 0.365079365079
+2016-08-30 20:16:25,251 DEBUG: View 2 : 0.433862433862
+2016-08-30 20:16:25,328 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:16:26,140 DEBUG: Best view : View3
+2016-08-30 20:16:30,328 DEBUG: Start: Iteration 61
+2016-08-30 20:16:30,349 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:16:30,368 DEBUG: View 1 : 0.296296296296
+2016-08-30 20:16:30,388 DEBUG: View 2 : 0.481481481481
+2016-08-30 20:16:30,412 DEBUG: View 3 : 0.481481481481
+2016-08-30 20:16:31,210 DEBUG: Best view : View0
+2016-08-30 20:16:35,459 DEBUG: Start: Iteration 62
+2016-08-30 20:16:35,480 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:16:35,500 DEBUG: View 1 : 0.386243386243
+2016-08-30 20:16:35,520 DEBUG: View 2 : 0.42328042328
+2016-08-30 20:16:35,542 DEBUG: View 3 : 0.671957671958
+2016-08-30 20:16:36,356 DEBUG: Best view : View3
+2016-08-30 20:16:40,662 DEBUG: Start: Iteration 63
+2016-08-30 20:16:40,684 DEBUG: View 0 : 0.767195767196
+2016-08-30 20:16:40,703 DEBUG: View 1 : 0.359788359788
+2016-08-30 20:16:40,723 DEBUG: View 2 : 0.550264550265
+2016-08-30 20:16:40,746 DEBUG: View 3 : 0.507936507937
+2016-08-30 20:16:41,570 DEBUG: Best view : View0
+2016-08-30 20:16:45,955 DEBUG: Start: Iteration 64
+2016-08-30 20:16:45,976 DEBUG: View 0 : 0.571428571429
+2016-08-30 20:16:45,996 DEBUG: View 1 : 0.380952380952
+2016-08-30 20:16:46,016 DEBUG: View 2 : 0.539682539683
+2016-08-30 20:16:46,039 DEBUG: View 3 : 0.529100529101
+2016-08-30 20:16:46,870 DEBUG: Best view : View2
+2016-08-30 20:16:51,342 DEBUG: Start: Iteration 65
+2016-08-30 20:16:51,363 DEBUG: View 0 : 0.645502645503
+2016-08-30 20:16:51,383 DEBUG: View 1 : 0.544973544974
+2016-08-30 20:16:51,402 DEBUG: View 2 : 0.433862433862
+2016-08-30 20:16:51,425 DEBUG: View 3 : 0.481481481481
+2016-08-30 20:16:52,266 DEBUG: Best view : View0
+2016-08-30 20:16:56,790 DEBUG: Start: Iteration 66
+2016-08-30 20:16:56,811 DEBUG: View 0 : 0.603174603175
+2016-08-30 20:16:56,831 DEBUG: View 1 : 0.412698412698
+2016-08-30 20:16:56,851 DEBUG: View 2 : 0.587301587302
+2016-08-30 20:16:56,874 DEBUG: View 3 : 0.481481481481
+2016-08-30 20:16:57,716 DEBUG: Best view : View2
+2016-08-30 20:17:02,320 DEBUG: Start: Iteration 67
+2016-08-30 20:17:02,341 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:17:02,361 DEBUG: View 1 : 0.386243386243
+2016-08-30 20:17:02,381 DEBUG: View 2 : 0.492063492063
+2016-08-30 20:17:02,405 DEBUG: View 3 : 0.481481481481
+2016-08-30 20:17:03,251 DEBUG: Best view : View0
+2016-08-30 20:17:07,933 DEBUG: Start: Iteration 68
+2016-08-30 20:17:07,954 DEBUG: View 0 : 0.544973544974
+2016-08-30 20:17:07,974 DEBUG: View 1 : 0.412698412698
+2016-08-30 20:17:07,993 DEBUG: View 2 : 0.560846560847
+2016-08-30 20:17:08,017 DEBUG: View 3 : 0.513227513228
+2016-08-30 20:17:08,878 DEBUG: Best view : View2
+2016-08-30 20:17:13,625 DEBUG: Start: Iteration 69
+2016-08-30 20:17:13,647 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:17:13,666 DEBUG: View 1 : 0.306878306878
+2016-08-30 20:17:13,686 DEBUG: View 2 : 0.518518518519
+2016-08-30 20:17:13,709 DEBUG: View 3 : 0.486772486772
+2016-08-30 20:17:14,571 DEBUG: Best view : View0
+2016-08-30 20:17:19,374 DEBUG: Start: Iteration 70
+2016-08-30 20:17:19,396 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:17:19,415 DEBUG: View 1 : 0.354497354497
+2016-08-30 20:17:19,436 DEBUG: View 2 : 0.608465608466
+2016-08-30 20:17:19,458 DEBUG: View 3 : 0.640211640212
+2016-08-30 20:17:20,330 DEBUG: Best view : View3
+2016-08-30 20:17:25,201 DEBUG: Start: Iteration 71
+2016-08-30 20:17:25,223 DEBUG: View 0 : 0.582010582011
+2016-08-30 20:17:25,243 DEBUG: View 1 : 0.534391534392
+2016-08-30 20:17:25,263 DEBUG: View 2 : 0.460317460317
+2016-08-30 20:17:25,285 DEBUG: View 3 : 0.566137566138
+2016-08-30 20:17:26,154 DEBUG: Best view : View3
+2016-08-30 20:17:31,115 DEBUG: Start: Iteration 72
+2016-08-30 20:17:31,137 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:17:31,156 DEBUG: View 1 : 0.354497354497
+2016-08-30 20:17:31,176 DEBUG: View 2 : 0.449735449735
+2016-08-30 20:17:31,198 DEBUG: View 3 : 0.677248677249
+2016-08-30 20:17:32,032 DEBUG: Best view : View3
+2016-08-30 20:17:37,072 DEBUG: Start: Iteration 73
+2016-08-30 20:17:37,093 DEBUG: View 0 : 0.687830687831
+2016-08-30 20:17:37,113 DEBUG: View 1 : 0.502645502646
+2016-08-30 20:17:37,132 DEBUG: View 2 : 0.592592592593
+2016-08-30 20:17:37,156 DEBUG: View 3 : 0.703703703704
+2016-08-30 20:17:38,015 DEBUG: Best view : View3
+2016-08-30 20:17:43,090 DEBUG: Start: Iteration 74
+2016-08-30 20:17:43,111 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:17:43,131 DEBUG: View 1 : 0.507936507937
+2016-08-30 20:17:43,151 DEBUG: View 2 : 0.518518518519
+2016-08-30 20:17:43,174 DEBUG: View 3 : 0.481481481481
+2016-08-30 20:17:44,020 DEBUG: Best view : View0
+2016-08-30 20:17:49,170 DEBUG: Start: Iteration 75
+2016-08-30 20:17:49,190 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:17:49,210 DEBUG: View 1 : 0.555555555556
+2016-08-30 20:17:49,229 DEBUG: View 2 : 0.507936507937
+2016-08-30 20:17:49,253 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:17:50,115 DEBUG: Best view : View3
+2016-08-30 20:17:55,336 DEBUG: Start: Iteration 76
+2016-08-30 20:17:55,357 DEBUG: View 0 : 0.560846560847
+2016-08-30 20:17:55,377 DEBUG: View 1 : 0.359788359788
+2016-08-30 20:17:55,396 DEBUG: View 2 : 0.402116402116
+2016-08-30 20:17:55,419 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:17:56,284 DEBUG: Best view : View3
+2016-08-30 20:18:01,561 DEBUG: Start: Iteration 77
+2016-08-30 20:18:01,583 DEBUG: View 0 : 0.603174603175
+2016-08-30 20:18:01,603 DEBUG: View 1 : 0.328042328042
+2016-08-30 20:18:01,623 DEBUG: View 2 : 0.544973544974
+2016-08-30 20:18:01,646 DEBUG: View 3 : 0.481481481481
+2016-08-30 20:18:02,527 DEBUG: Best view : View0
+2016-08-30 20:18:07,883 DEBUG: Start: Iteration 78
+2016-08-30 20:18:07,904 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:18:07,924 DEBUG: View 1 : 0.280423280423
+2016-08-30 20:18:07,944 DEBUG: View 2 : 0.47619047619
+2016-08-30 20:18:07,967 DEBUG: View 3 : 0.481481481481
+2016-08-30 20:18:08,850 DEBUG: Best view : View0
+2016-08-30 20:18:14,281 DEBUG: Start: Iteration 79
+2016-08-30 20:18:14,302 DEBUG: View 0 : 0.724867724868
+2016-08-30 20:18:14,321 DEBUG: View 1 : 0.439153439153
+2016-08-30 20:18:14,341 DEBUG: View 2 : 0.534391534392
+2016-08-30 20:18:14,364 DEBUG: View 3 : 0.481481481481
+2016-08-30 20:18:15,264 DEBUG: Best view : View0
+2016-08-30 20:18:20,755 DEBUG: Start: Iteration 80
+2016-08-30 20:18:20,776 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:18:20,796 DEBUG: View 1 : 0.354497354497
+2016-08-30 20:18:20,816 DEBUG: View 2 : 0.529100529101
+2016-08-30 20:18:20,839 DEBUG: View 3 : 0.481481481481
+2016-08-30 20:18:21,730 DEBUG: Best view : View0
+2016-08-30 20:18:27,290 DEBUG: Start: Iteration 81
+2016-08-30 20:18:27,311 DEBUG: View 0 : 0.57671957672
+2016-08-30 20:18:27,331 DEBUG: View 1 : 0.470899470899
+2016-08-30 20:18:27,351 DEBUG: View 2 : 0.481481481481
+2016-08-30 20:18:27,374 DEBUG: View 3 : 0.481481481481
+2016-08-30 20:18:28,292 DEBUG: Best view : View0
+2016-08-30 20:18:33,937 DEBUG: Start: Iteration 82
+2016-08-30 20:18:33,958 DEBUG: View 0 : 0.57671957672
+2016-08-30 20:18:33,978 DEBUG: View 1 : 0.37037037037
+2016-08-30 20:18:33,998 DEBUG: View 2 : 0.433862433862
+2016-08-30 20:18:34,021 DEBUG: View 3 : 0.645502645503
+2016-08-30 20:18:34,939 DEBUG: Best view : View3
+2016-08-30 20:18:40,655 DEBUG: Start: Iteration 83
+2016-08-30 20:18:40,676 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:18:40,696 DEBUG: View 1 : 0.301587301587
+2016-08-30 20:18:40,716 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:18:40,738 DEBUG: View 3 : 0.645502645503
+2016-08-30 20:18:41,656 DEBUG: Best view : View0
+2016-08-30 20:18:47,424 DEBUG: Start: Iteration 84
+2016-08-30 20:18:47,445 DEBUG: View 0 : 0.693121693122
+2016-08-30 20:18:47,465 DEBUG: View 1 : 0.465608465608
+2016-08-30 20:18:47,485 DEBUG: View 2 : 0.433862433862
+2016-08-30 20:18:47,508 DEBUG: View 3 : 0.481481481481
+2016-08-30 20:18:48,431 DEBUG: Best view : View0
+2016-08-30 20:18:54,294 DEBUG: Start: Iteration 85
+2016-08-30 20:18:54,316 DEBUG: View 0 : 0.566137566138
+2016-08-30 20:18:54,335 DEBUG: View 1 : 0.507936507937
+2016-08-30 20:18:54,355 DEBUG: View 2 : 0.47619047619
+2016-08-30 20:18:54,377 DEBUG: View 3 : 0.619047619048
+2016-08-30 20:18:55,308 DEBUG: Best view : View3
+2016-08-30 20:19:01,244 DEBUG: Start: Iteration 86
+2016-08-30 20:19:01,264 DEBUG: View 0 : 0.708994708995
+2016-08-30 20:19:01,284 DEBUG: View 1 : 0.396825396825
+2016-08-30 20:19:01,304 DEBUG: View 2 : 0.603174603175
+2016-08-30 20:19:01,329 DEBUG: View 3 : 0.645502645503
+2016-08-30 20:19:02,274 DEBUG: Best view : View0
+2016-08-30 20:19:08,261 DEBUG: Start: Iteration 87
+2016-08-30 20:19:08,282 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:19:08,301 DEBUG: View 1 : 0.31746031746
+2016-08-30 20:19:08,321 DEBUG: View 2 : 0.439153439153
+2016-08-30 20:19:08,344 DEBUG: View 3 : 0.571428571429
+2016-08-30 20:19:09,291 DEBUG: Best view : View0
+2016-08-30 20:19:15,326 DEBUG: Start: Iteration 88
+2016-08-30 20:19:15,348 DEBUG: View 0 : 0.724867724868
+2016-08-30 20:19:15,367 DEBUG: View 1 : 0.312169312169
+2016-08-30 20:19:15,387 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:19:15,411 DEBUG: View 3 : 0.571428571429
+2016-08-30 20:19:16,366 DEBUG: Best view : View0
+2016-08-30 20:19:22,490 DEBUG: Start: Iteration 89
+2016-08-30 20:19:22,511 DEBUG: View 0 : 0.645502645503
+2016-08-30 20:19:22,531 DEBUG: View 1 : 0.333333333333
+2016-08-30 20:19:22,550 DEBUG: View 2 : 0.492063492063
+2016-08-30 20:19:22,574 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:19:23,543 DEBUG: Best view : View3
+2016-08-30 20:19:29,740 DEBUG: Start: Iteration 90
+2016-08-30 20:19:29,761 DEBUG: View 0 : 0.608465608466
+2016-08-30 20:19:29,781 DEBUG: View 1 : 0.544973544974
+2016-08-30 20:19:29,801 DEBUG: View 2 : 0.486772486772
+2016-08-30 20:19:29,824 DEBUG: View 3 : 0.661375661376
+2016-08-30 20:19:30,805 DEBUG: Best view : View3
+2016-08-30 20:19:37,090 DEBUG: Start: Iteration 91
+2016-08-30 20:19:37,111 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:19:37,130 DEBUG: View 1 : 0.375661375661
+2016-08-30 20:19:37,150 DEBUG: View 2 : 0.57671957672
+2016-08-30 20:19:37,172 DEBUG: View 3 : 0.47619047619
+2016-08-30 20:19:38,158 DEBUG: Best view : View0
+2016-08-30 20:19:44,505 DEBUG: Start: Iteration 92
+2016-08-30 20:19:44,526 DEBUG: View 0 : 0.613756613757
+2016-08-30 20:19:44,546 DEBUG: View 1 : 0.428571428571
+2016-08-30 20:19:44,566 DEBUG: View 2 : 0.555555555556
+2016-08-30 20:19:44,589 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:19:45,582 DEBUG: Best view : View3
+2016-08-30 20:19:52,029 DEBUG: Start: Iteration 93
+2016-08-30 20:19:52,051 DEBUG: View 0 : 0.529100529101
+2016-08-30 20:19:52,071 DEBUG: View 1 : 0.444444444444
+2016-08-30 20:19:52,091 DEBUG: View 2 : 0.555555555556
+2016-08-30 20:19:52,114 DEBUG: View 3 : 0.566137566138
+2016-08-30 20:19:53,118 DEBUG: Best view : View2
+2016-08-30 20:19:59,580 DEBUG: Start: Iteration 94
+2016-08-30 20:19:59,601 DEBUG: View 0 : 0.587301587302
+2016-08-30 20:19:59,621 DEBUG: View 1 : 0.365079365079
+2016-08-30 20:19:59,641 DEBUG: View 2 : 0.534391534392
+2016-08-30 20:19:59,663 DEBUG: View 3 : 0.566137566138
+2016-08-30 20:20:00,671 DEBUG: Best view : View0
+2016-08-30 20:20:07,202 DEBUG: Start: Iteration 95
+2016-08-30 20:20:07,223 DEBUG: View 0 : 0.566137566138
+2016-08-30 20:20:07,243 DEBUG: View 1 : 0.359788359788
+2016-08-30 20:20:07,262 DEBUG: View 2 : 0.502645502646
+2016-08-30 20:20:07,285 DEBUG: View 3 : 0.497354497354
+2016-08-30 20:20:08,294 DEBUG: Best view : View0
+2016-08-30 20:20:14,928 DEBUG: Start: Iteration 96
+2016-08-30 20:20:14,950 DEBUG: View 0 : 0.666666666667
+2016-08-30 20:20:14,969 DEBUG: View 1 : 0.587301587302
+2016-08-30 20:20:14,989 DEBUG: View 2 : 0.624338624339
+2016-08-30 20:20:15,012 DEBUG: View 3 : 0.534391534392
+2016-08-30 20:20:16,036 DEBUG: Best view : View0
+2016-08-30 20:20:22,712 DEBUG: Start: Iteration 97
+2016-08-30 20:20:22,734 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:20:22,754 DEBUG: View 1 : 0.507936507937
+2016-08-30 20:20:22,774 DEBUG: View 2 : 0.481481481481
+2016-08-30 20:20:22,797 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:20:23,831 DEBUG: Best view : View3
+2016-08-30 20:20:30,584 DEBUG: Start: Iteration 98
+2016-08-30 20:20:30,605 DEBUG: View 0 : 0.656084656085
+2016-08-30 20:20:30,626 DEBUG: View 1 : 0.328042328042
+2016-08-30 20:20:30,646 DEBUG: View 2 : 0.52380952381
+2016-08-30 20:20:30,669 DEBUG: View 3 : 0.502645502646
+2016-08-30 20:20:31,709 DEBUG: Best view : View0
+2016-08-30 20:20:38,530 DEBUG: Start: Iteration 99
+2016-08-30 20:20:38,552 DEBUG: View 0 : 0.656084656085
+2016-08-30 20:20:38,572 DEBUG: View 1 : 0.386243386243
+2016-08-30 20:20:38,592 DEBUG: View 2 : 0.391534391534
+2016-08-30 20:20:38,614 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:20:39,652 DEBUG: Best view : View3
+2016-08-30 20:20:46,531 DEBUG: Start: Iteration 100
+2016-08-30 20:20:46,553 DEBUG: View 0 : 0.693121693122
+2016-08-30 20:20:46,572 DEBUG: View 1 : 0.386243386243
+2016-08-30 20:20:46,592 DEBUG: View 2 : 0.460317460317
+2016-08-30 20:20:46,615 DEBUG: View 3 : 0.661375661376
+2016-08-30 20:20:47,664 DEBUG: Best view : View0
+2016-08-30 20:20:54,613 DEBUG: Start: Iteration 101
+2016-08-30 20:20:54,634 DEBUG: View 0 : 0.634920634921
+2016-08-30 20:20:54,654 DEBUG: View 1 : 0.412698412698
+2016-08-30 20:20:54,673 DEBUG: View 2 : 0.433862433862
+2016-08-30 20:20:54,696 DEBUG: View 3 : 0.560846560847
+2016-08-30 20:20:55,752 DEBUG: Best view : View0
+2016-08-30 20:21:02,771 DEBUG: Start: Iteration 102
+2016-08-30 20:21:02,792 DEBUG: View 0 : 0.671957671958
+2016-08-30 20:21:02,811 DEBUG: View 1 : 0.338624338624
+2016-08-30 20:21:02,831 DEBUG: View 2 : 0.428571428571
+2016-08-30 20:21:02,855 DEBUG: View 3 : 0.560846560847
+2016-08-30 20:21:03,922 DEBUG: Best view : View0
+2016-08-30 20:21:11,017 DEBUG: Start: Iteration 103
+2016-08-30 20:21:11,038 DEBUG: View 0 : 0.661375661376
+2016-08-30 20:21:11,059 DEBUG: View 1 : 0.57671957672
+2016-08-30 20:21:11,079 DEBUG: View 2 : 0.428571428571
+2016-08-30 20:21:11,101 DEBUG: View 3 : 0.555555555556
+2016-08-30 20:21:12,173 DEBUG: Best view : View0
+2016-08-30 20:21:19,323 DEBUG: Start: Iteration 104
+2016-08-30 20:21:19,344 DEBUG: View 0 : 0.671957671958
+2016-08-30 20:21:19,363 DEBUG: View 1 : 0.338624338624
+2016-08-30 20:21:19,383 DEBUG: View 2 : 0.47619047619
+2016-08-30 20:21:19,407 DEBUG: View 3 : 0.47619047619
+2016-08-30 20:21:20,482 DEBUG: Best view : View0
+2016-08-30 20:21:27,708 DEBUG: Start: Iteration 105
+2016-08-30 20:21:27,729 DEBUG: View 0 : 0.597883597884
+2016-08-30 20:21:27,749 DEBUG: View 1 : 0.31746031746
+2016-08-30 20:21:27,769 DEBUG: View 2 : 0.539682539683
+2016-08-30 20:21:27,792 DEBUG: View 3 : 0.671957671958
+2016-08-30 20:21:28,877 DEBUG: Best view : View3
+2016-08-30 20:21:36,171 DEBUG: Start: Iteration 106
+2016-08-30 20:21:36,192 DEBUG: View 0 : 0.645502645503
+2016-08-30 20:21:36,212 DEBUG: View 1 : 0.386243386243
+2016-08-30 20:21:36,231 DEBUG: View 2 : 0.470899470899
+2016-08-30 20:21:36,254 DEBUG: View 3 : 0.640211640212
+2016-08-30 20:21:37,353 DEBUG: Best view : View3
+2016-08-30 20:21:44,736 DEBUG: Start: Iteration 107
+2016-08-30 20:21:44,758 DEBUG: View 0 : 0.645502645503
+2016-08-30 20:21:44,777 DEBUG: View 1 : 0.365079365079
+2016-08-30 20:21:44,797 DEBUG: View 2 : 0.518518518519
+2016-08-30 20:21:44,821 DEBUG: View 3 : 0.566137566138
+2016-08-30 20:21:45,922 DEBUG: Best view : View0
+2016-08-30 20:21:53,334 DEBUG: Start: Iteration 108
+2016-08-30 20:21:53,356 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:21:53,375 DEBUG: View 1 : 0.560846560847
+2016-08-30 20:21:53,395 DEBUG: View 2 : 0.52380952381
+2016-08-30 20:21:53,418 DEBUG: View 3 : 0.640211640212
+2016-08-30 20:21:54,527 DEBUG: Best view : View3
+2016-08-30 20:22:02,032 DEBUG: Start: Iteration 109
+2016-08-30 20:22:02,053 DEBUG: View 0 : 0.730158730159
+2016-08-30 20:22:02,072 DEBUG: View 1 : 0.322751322751
+2016-08-30 20:22:02,092 DEBUG: View 2 : 0.539682539683
+2016-08-30 20:22:02,115 DEBUG: View 3 : 0.566137566138
+2016-08-30 20:22:03,240 DEBUG: Best view : View0
+2016-08-30 20:22:10,836 DEBUG: Start: Iteration 110
+2016-08-30 20:22:10,857 DEBUG: View 0 : 0.666666666667
+2016-08-30 20:22:10,877 DEBUG: View 1 : 0.359788359788
+2016-08-30 20:22:10,897 DEBUG: View 2 : 0.539682539683
+2016-08-30 20:22:10,920 DEBUG: View 3 : 0.57671957672
+2016-08-30 20:22:12,051 DEBUG: Best view : View0
+2016-08-30 20:22:19,704 DEBUG: Start: Iteration 111
+2016-08-30 20:22:19,726 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:22:19,745 DEBUG: View 1 : 0.428571428571
+2016-08-30 20:22:19,765 DEBUG: View 2 : 0.571428571429
+2016-08-30 20:22:19,788 DEBUG: View 3 : 0.566137566138
+2016-08-30 20:22:20,916 DEBUG: Best view : View0
+2016-08-30 20:22:28,629 DEBUG: Start: Iteration 112
+2016-08-30 20:22:28,650 DEBUG: View 0 : 0.666666666667
+2016-08-30 20:22:28,669 DEBUG: View 1 : 0.402116402116
+2016-08-30 20:22:28,689 DEBUG: View 2 : 0.455026455026
+2016-08-30 20:22:28,713 DEBUG: View 3 : 0.566137566138
+2016-08-30 20:22:29,864 DEBUG: Best view : View0
+2016-08-30 20:22:37,658 DEBUG: Start: Iteration 113
+2016-08-30 20:22:37,680 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:22:37,699 DEBUG: View 1 : 0.613756613757
+2016-08-30 20:22:37,719 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:22:37,742 DEBUG: View 3 : 0.566137566138
+2016-08-30 20:22:38,894 DEBUG: Best view : View1
+2016-08-30 20:22:46,742 DEBUG: Start: Iteration 114
+2016-08-30 20:22:46,764 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:22:46,783 DEBUG: View 1 : 0.449735449735
+2016-08-30 20:22:46,803 DEBUG: View 2 : 0.52380952381
+2016-08-30 20:22:46,827 DEBUG: View 3 : 0.560846560847
+2016-08-30 20:22:47,981 DEBUG: Best view : View0
+2016-08-30 20:22:55,920 DEBUG: Start: Iteration 115
+2016-08-30 20:22:55,941 DEBUG: View 0 : 0.566137566138
+2016-08-30 20:22:55,961 DEBUG: View 1 : 0.312169312169
+2016-08-30 20:22:55,981 DEBUG: View 2 : 0.529100529101
+2016-08-30 20:22:56,003 DEBUG: View 3 : 0.560846560847
+2016-08-30 20:22:57,168 DEBUG: Best view : View0
+2016-08-30 20:23:05,191 DEBUG: Start: Iteration 116
+2016-08-30 20:23:05,212 DEBUG: View 0 : 0.634920634921
+2016-08-30 20:23:05,232 DEBUG: View 1 : 0.285714285714
+2016-08-30 20:23:05,252 DEBUG: View 2 : 0.592592592593
+2016-08-30 20:23:05,274 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:23:06,446 DEBUG: Best view : View3
+2016-08-30 20:23:14,536 DEBUG: Start: Iteration 117
+2016-08-30 20:23:14,557 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:23:14,576 DEBUG: View 1 : 0.306878306878
+2016-08-30 20:23:14,596 DEBUG: View 2 : 0.460317460317
+2016-08-30 20:23:14,619 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:23:15,806 DEBUG: Best view : View3
+2016-08-30 20:23:23,949 DEBUG: Start: Iteration 118
+2016-08-30 20:23:23,971 DEBUG: View 0 : 0.714285714286
+2016-08-30 20:23:23,991 DEBUG: View 1 : 0.333333333333
+2016-08-30 20:23:24,011 DEBUG: View 2 : 0.544973544974
+2016-08-30 20:23:24,034 DEBUG: View 3 : 0.582010582011
+2016-08-30 20:23:25,216 DEBUG: Best view : View0
+2016-08-30 20:23:33,428 DEBUG: Start: Iteration 119
+2016-08-30 20:23:33,449 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:23:33,469 DEBUG: View 1 : 0.333333333333
+2016-08-30 20:23:33,488 DEBUG: View 2 : 0.433862433862
+2016-08-30 20:23:33,511 DEBUG: View 3 : 0.687830687831
+2016-08-30 20:23:34,717 DEBUG: Best view : View3
+2016-08-30 20:23:42,960 DEBUG: Start: Iteration 120
+2016-08-30 20:23:42,981 DEBUG: View 0 : 0.671957671958
+2016-08-30 20:23:43,000 DEBUG: View 1 : 0.417989417989
+2016-08-30 20:23:43,021 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:23:43,044 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:23:44,240 DEBUG: Best view : View0
+2016-08-30 20:23:52,554 DEBUG: Start: Iteration 121
+2016-08-30 20:23:52,576 DEBUG: View 0 : 0.656084656085
+2016-08-30 20:23:52,596 DEBUG: View 1 : 0.338624338624
+2016-08-30 20:23:52,615 DEBUG: View 2 : 0.560846560847
+2016-08-30 20:23:52,637 DEBUG: View 3 : 0.650793650794
+2016-08-30 20:23:53,846 DEBUG: Best view : View3
+2016-08-30 20:24:02,234 DEBUG: Start: Iteration 122
+2016-08-30 20:24:02,255 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:24:02,275 DEBUG: View 1 : 0.47619047619
+2016-08-30 20:24:02,295 DEBUG: View 2 : 0.613756613757
+2016-08-30 20:24:02,319 DEBUG: View 3 : 0.555555555556
+2016-08-30 20:24:03,528 DEBUG: Best view : View0
+2016-08-30 20:24:11,994 DEBUG: Start: Iteration 123
+2016-08-30 20:24:12,016 DEBUG: View 0 : 0.671957671958
+2016-08-30 20:24:12,035 DEBUG: View 1 : 0.417989417989
+2016-08-30 20:24:12,055 DEBUG: View 2 : 0.518518518519
+2016-08-30 20:24:12,078 DEBUG: View 3 : 0.566137566138
+2016-08-30 20:24:13,293 DEBUG: Best view : View0
+2016-08-30 20:24:21,851 DEBUG: Start: Iteration 124
+2016-08-30 20:24:21,872 DEBUG: View 0 : 0.708994708995
+2016-08-30 20:24:21,892 DEBUG: View 1 : 0.402116402116
+2016-08-30 20:24:21,911 DEBUG: View 2 : 0.550264550265
+2016-08-30 20:24:21,935 DEBUG: View 3 : 0.465608465608
+2016-08-30 20:24:23,168 DEBUG: Best view : View0
+2016-08-30 20:24:31,808 DEBUG: Start: Iteration 125
+2016-08-30 20:24:31,830 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:24:31,849 DEBUG: View 1 : 0.37037037037
+2016-08-30 20:24:31,870 DEBUG: View 2 : 0.534391534392
+2016-08-30 20:24:31,893 DEBUG: View 3 : 0.560846560847
+2016-08-30 20:24:33,134 DEBUG: Best view : View0
+2016-08-30 20:24:41,793 DEBUG: Start: Iteration 126
+2016-08-30 20:24:41,814 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:24:41,834 DEBUG: View 1 : 0.375661375661
+2016-08-30 20:24:41,853 DEBUG: View 2 : 0.470899470899
+2016-08-30 20:24:41,876 DEBUG: View 3 : 0.486772486772
+2016-08-30 20:24:43,115 DEBUG: Best view : View0
+2016-08-30 20:24:51,862 DEBUG: Start: Iteration 127
+2016-08-30 20:24:51,883 DEBUG: View 0 : 0.603174603175
+2016-08-30 20:24:51,903 DEBUG: View 1 : 0.539682539683
+2016-08-30 20:24:51,923 DEBUG: View 2 : 0.539682539683
+2016-08-30 20:24:51,945 DEBUG: View 3 : 0.687830687831
+2016-08-30 20:24:53,202 DEBUG: Best view : View3
+2016-08-30 20:25:02,049 DEBUG: Start: Iteration 128
+2016-08-30 20:25:02,070 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:25:02,090 DEBUG: View 1 : 0.481481481481
+2016-08-30 20:25:02,109 DEBUG: View 2 : 0.582010582011
+2016-08-30 20:25:02,132 DEBUG: View 3 : 0.698412698413
+2016-08-30 20:25:03,402 DEBUG: Best view : View3
+2016-08-30 20:25:12,306 DEBUG: Start: Iteration 129
+2016-08-30 20:25:12,327 DEBUG: View 0 : 0.57671957672
+2016-08-30 20:25:12,347 DEBUG: View 1 : 0.349206349206
+2016-08-30 20:25:12,367 DEBUG: View 2 : 0.587301587302
+2016-08-30 20:25:12,390 DEBUG: View 3 : 0.560846560847
+2016-08-30 20:25:13,666 DEBUG: Best view : View2
+2016-08-30 20:25:22,612 DEBUG: Start: Iteration 130
+2016-08-30 20:25:22,633 DEBUG: View 0 : 0.608465608466
+2016-08-30 20:25:22,653 DEBUG: View 1 : 0.402116402116
+2016-08-30 20:25:22,672 DEBUG: View 2 : 0.560846560847
+2016-08-30 20:25:22,695 DEBUG: View 3 : 0.571428571429
+2016-08-30 20:25:23,991 DEBUG: Best view : View2
+2016-08-30 20:25:33,004 DEBUG: Start: Iteration 131
+2016-08-30 20:25:33,026 DEBUG: View 0 : 0.603174603175
+2016-08-30 20:25:33,046 DEBUG: View 1 : 0.365079365079
+2016-08-30 20:25:33,065 DEBUG: View 2 : 0.534391534392
+2016-08-30 20:25:33,088 DEBUG: View 3 : 0.751322751323
+2016-08-30 20:25:34,390 DEBUG: Best view : View3
+2016-08-30 20:25:43,467 DEBUG: Start: Iteration 132
+2016-08-30 20:25:43,489 DEBUG: View 0 : 0.560846560847
+2016-08-30 20:25:43,508 DEBUG: View 1 : 0.349206349206
+2016-08-30 20:25:43,528 DEBUG: View 2 : 0.47619047619
+2016-08-30 20:25:43,551 DEBUG: View 3 : 0.566137566138
+2016-08-30 20:25:44,854 DEBUG: Best view : View3
+2016-08-30 20:25:54,010 DEBUG: Start: Iteration 133
+2016-08-30 20:25:54,031 DEBUG: View 0 : 0.719576719577
+2016-08-30 20:25:54,051 DEBUG: View 1 : 0.338624338624
+2016-08-30 20:25:54,072 DEBUG: View 2 : 0.518518518519
+2016-08-30 20:25:54,095 DEBUG: View 3 : 0.566137566138
+2016-08-30 20:25:55,399 DEBUG: Best view : View0
+2016-08-30 20:26:04,625 DEBUG: Start: Iteration 134
+2016-08-30 20:26:04,647 DEBUG: View 0 : 0.597883597884
+2016-08-30 20:26:04,668 DEBUG: View 1 : 0.359788359788
+2016-08-30 20:26:04,688 DEBUG: View 2 : 0.544973544974
+2016-08-30 20:26:04,712 DEBUG: View 3 : 0.460317460317
+2016-08-30 20:26:06,028 DEBUG: Best view : View0
+2016-08-30 20:26:15,332 DEBUG: Start: Iteration 135
+2016-08-30 20:26:15,354 DEBUG: View 0 : 0.714285714286
+2016-08-30 20:26:15,374 DEBUG: View 1 : 0.497354497354
+2016-08-30 20:26:15,393 DEBUG: View 2 : 0.481481481481
+2016-08-30 20:26:15,417 DEBUG: View 3 : 0.582010582011
+2016-08-30 20:26:16,736 DEBUG: Best view : View0
+2016-08-30 20:26:26,116 DEBUG: Start: Iteration 136
+2016-08-30 20:26:26,137 DEBUG: View 0 : 0.539682539683
+2016-08-30 20:26:26,157 DEBUG: View 1 : 0.465608465608
+2016-08-30 20:26:26,177 DEBUG: View 2 : 0.460317460317
+2016-08-30 20:26:26,200 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:26:27,519 DEBUG: Best view : View3
+2016-08-30 20:26:36,962 DEBUG: Start: Iteration 137
+2016-08-30 20:26:36,983 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:26:37,004 DEBUG: View 1 : 0.312169312169
+2016-08-30 20:26:37,024 DEBUG: View 2 : 0.550264550265
+2016-08-30 20:26:37,046 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:26:38,375 DEBUG: Best view : View3
+2016-08-30 20:26:47,877 DEBUG: Start: Iteration 138
+2016-08-30 20:26:47,898 DEBUG: View 0 : 0.608465608466
+2016-08-30 20:26:47,918 DEBUG: View 1 : 0.354497354497
+2016-08-30 20:26:47,938 DEBUG: View 2 : 0.492063492063
+2016-08-30 20:26:47,961 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:26:49,302 DEBUG: Best view : View3
+2016-08-30 20:26:58,872 DEBUG: Start: Iteration 139
+2016-08-30 20:26:58,894 DEBUG: View 0 : 0.677248677249
+2016-08-30 20:26:58,914 DEBUG: View 1 : 0.428571428571
+2016-08-30 20:26:58,934 DEBUG: View 2 : 0.566137566138
+2016-08-30 20:26:58,958 DEBUG: View 3 : 0.560846560847
+2016-08-30 20:27:00,313 DEBUG: Best view : View0
+2016-08-30 20:27:09,963 DEBUG: Start: Iteration 140
+2016-08-30 20:27:09,984 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:27:10,004 DEBUG: View 1 : 0.417989417989
+2016-08-30 20:27:10,024 DEBUG: View 2 : 0.534391534392
+2016-08-30 20:27:10,047 DEBUG: View 3 : 0.560846560847
+2016-08-30 20:27:11,397 DEBUG: Best view : View0
+2016-08-30 20:27:21,101 DEBUG: Start: Iteration 141
+2016-08-30 20:27:21,122 DEBUG: View 0 : 0.603174603175
+2016-08-30 20:27:21,142 DEBUG: View 1 : 0.460317460317
+2016-08-30 20:27:21,162 DEBUG: View 2 : 0.566137566138
+2016-08-30 20:27:21,185 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:27:22,550 DEBUG: Best view : View3
+2016-08-30 20:27:32,343 DEBUG: Start: Iteration 142
+2016-08-30 20:27:32,364 DEBUG: View 0 : 0.608465608466
+2016-08-30 20:27:32,384 DEBUG: View 1 : 0.386243386243
+2016-08-30 20:27:32,403 DEBUG: View 2 : 0.465608465608
+2016-08-30 20:27:32,426 DEBUG: View 3 : 0.560846560847
+2016-08-30 20:27:33,799 DEBUG: Best view : View0
+2016-08-30 20:27:43,631 DEBUG: Start: Iteration 143
+2016-08-30 20:27:43,652 DEBUG: View 0 : 0.772486772487
+2016-08-30 20:27:43,672 DEBUG: View 1 : 0.359788359788
+2016-08-30 20:27:43,692 DEBUG: View 2 : 0.42328042328
+2016-08-30 20:27:43,714 DEBUG: View 3 : 0.708994708995
+2016-08-30 20:27:45,094 DEBUG: Best view : View0
+2016-08-30 20:27:55,037 DEBUG: Start: Iteration 144
+2016-08-30 20:27:55,058 DEBUG: View 0 : 0.613756613757
+2016-08-30 20:27:55,079 DEBUG: View 1 : 0.37037037037
+2016-08-30 20:27:55,100 DEBUG: View 2 : 0.465608465608
+2016-08-30 20:27:55,124 DEBUG: View 3 : 0.555555555556
+2016-08-30 20:27:56,510 DEBUG: Best view : View0
+2016-08-30 20:28:06,531 DEBUG: Start: Iteration 145
+2016-08-30 20:28:06,553 DEBUG: View 0 : 0.661375661376
+2016-08-30 20:28:06,573 DEBUG: View 1 : 0.343915343915
+2016-08-30 20:28:06,593 DEBUG: View 2 : 0.47619047619
+2016-08-30 20:28:06,616 DEBUG: View 3 : 0.582010582011
+2016-08-30 20:28:08,021 DEBUG: Best view : View0
+2016-08-30 20:28:18,126 DEBUG: Start: Iteration 146
+2016-08-30 20:28:18,147 DEBUG: View 0 : 0.687830687831
+2016-08-30 20:28:18,166 DEBUG: View 1 : 0.603174603175
+2016-08-30 20:28:18,185 DEBUG: View 2 : 0.465608465608
+2016-08-30 20:28:18,208 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:28:19,626 DEBUG: Best view : View0
+2016-08-30 20:28:29,775 DEBUG: Start: Iteration 147
+2016-08-30 20:28:29,796 DEBUG: View 0 : 0.597883597884
+2016-08-30 20:28:29,816 DEBUG: View 1 : 0.391534391534
+2016-08-30 20:28:29,837 DEBUG: View 2 : 0.502645502646
+2016-08-30 20:28:29,860 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:28:31,263 DEBUG: Best view : View3
+2016-08-30 20:28:41,496 DEBUG: Start: Iteration 148
+2016-08-30 20:28:41,518 DEBUG: View 0 : 0.645502645503
+2016-08-30 20:28:41,537 DEBUG: View 1 : 0.417989417989
+2016-08-30 20:28:41,557 DEBUG: View 2 : 0.481481481481
+2016-08-30 20:28:41,580 DEBUG: View 3 : 0.661375661376
+2016-08-30 20:28:42,996 DEBUG: Best view : View3
+2016-08-30 20:28:53,319 DEBUG: Start: Iteration 149
+2016-08-30 20:28:53,340 DEBUG: View 0 : 0.560846560847
+2016-08-30 20:28:53,359 DEBUG: View 1 : 0.402116402116
+2016-08-30 20:28:53,379 DEBUG: View 2 : 0.544973544974
+2016-08-30 20:28:53,402 DEBUG: View 3 : 0.513227513228
+2016-08-30 20:28:54,821 DEBUG: Best view : View2
+2016-08-30 20:29:05,188 DEBUG: Start: Iteration 150
+2016-08-30 20:29:05,210 DEBUG: View 0 : 0.687830687831
+2016-08-30 20:29:05,230 DEBUG: View 1 : 0.433862433862
+2016-08-30 20:29:05,251 DEBUG: View 2 : 0.492063492063
+2016-08-30 20:29:05,273 DEBUG: View 3 : 0.555555555556
+2016-08-30 20:29:06,710 DEBUG: Best view : View0
+2016-08-30 20:29:17,131 DEBUG: Start: Iteration 151
+2016-08-30 20:29:17,153 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:29:17,172 DEBUG: View 1 : 0.296296296296
+2016-08-30 20:29:17,192 DEBUG: View 2 : 0.502645502646
+2016-08-30 20:29:17,217 DEBUG: View 3 : 0.560846560847
+2016-08-30 20:29:18,657 DEBUG: Best view : View0
+2016-08-30 20:29:29,154 DEBUG: Start: Iteration 152
+2016-08-30 20:29:29,176 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:29:29,195 DEBUG: View 1 : 0.322751322751
+2016-08-30 20:29:29,215 DEBUG: View 2 : 0.550264550265
+2016-08-30 20:29:29,237 DEBUG: View 3 : 0.560846560847
+2016-08-30 20:29:30,687 DEBUG: Best view : View0
+2016-08-30 20:29:41,211 DEBUG: Start: Iteration 153
+2016-08-30 20:29:41,232 DEBUG: View 0 : 0.740740740741
+2016-08-30 20:29:41,252 DEBUG: View 1 : 0.449735449735
+2016-08-30 20:29:41,272 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:29:41,294 DEBUG: View 3 : 0.52380952381
+2016-08-30 20:29:42,747 DEBUG: Best view : View0
+2016-08-30 20:29:53,369 DEBUG: Start: Iteration 154
+2016-08-30 20:29:53,390 DEBUG: View 0 : 0.597883597884
+2016-08-30 20:29:53,409 DEBUG: View 1 : 0.634920634921
+2016-08-30 20:29:53,429 DEBUG: View 2 : 0.37037037037
+2016-08-30 20:29:53,452 DEBUG: View 3 : 0.661375661376
+2016-08-30 20:29:54,917 DEBUG: Best view : View1
+2016-08-30 20:30:05,598 DEBUG: Start: Iteration 155
+2016-08-30 20:30:05,619 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:30:05,639 DEBUG: View 1 : 0.354497354497
+2016-08-30 20:30:05,659 DEBUG: View 2 : 0.497354497354
+2016-08-30 20:30:05,681 DEBUG: View 3 : 0.661375661376
+2016-08-30 20:30:07,148 DEBUG: Best view : View3
+2016-08-30 20:30:17,839 DEBUG: Start: Iteration 156
+2016-08-30 20:30:17,861 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:30:17,880 DEBUG: View 1 : 0.412698412698
+2016-08-30 20:30:17,900 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:30:17,923 DEBUG: View 3 : 0.661375661376
+2016-08-30 20:30:19,394 DEBUG: Best view : View3
+2016-08-30 20:30:30,202 DEBUG: Start: Iteration 157
+2016-08-30 20:30:30,224 DEBUG: View 0 : 0.661375661376
+2016-08-30 20:30:30,243 DEBUG: View 1 : 0.328042328042
+2016-08-30 20:30:30,264 DEBUG: View 2 : 0.555555555556
+2016-08-30 20:30:30,286 DEBUG: View 3 : 0.719576719577
+2016-08-30 20:30:31,767 DEBUG: Best view : View3
+2016-08-30 20:30:42,640 DEBUG: Start: Iteration 158
+2016-08-30 20:30:42,662 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:30:42,681 DEBUG: View 1 : 0.518518518519
+2016-08-30 20:30:42,701 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:30:42,723 DEBUG: View 3 : 0.698412698413
+2016-08-30 20:30:44,213 DEBUG: Best view : View3
+2016-08-30 20:30:55,144 DEBUG: Start: Iteration 159
+2016-08-30 20:30:55,165 DEBUG: View 0 : 0.603174603175
+2016-08-30 20:30:55,184 DEBUG: View 1 : 0.428571428571
+2016-08-30 20:30:55,204 DEBUG: View 2 : 0.417989417989
+2016-08-30 20:30:55,227 DEBUG: View 3 : 0.571428571429
+2016-08-30 20:30:56,722 DEBUG: Best view : View0
+2016-08-30 20:31:07,727 DEBUG: Start: Iteration 160
+2016-08-30 20:31:07,749 DEBUG: View 0 : 0.597883597884
+2016-08-30 20:31:07,769 DEBUG: View 1 : 0.407407407407
+2016-08-30 20:31:07,789 DEBUG: View 2 : 0.407407407407
+2016-08-30 20:31:07,812 DEBUG: View 3 : 0.571428571429
+2016-08-30 20:31:09,313 DEBUG: Best view : View3
+2016-08-30 20:31:20,361 DEBUG: Start: Iteration 161
+2016-08-30 20:31:20,383 DEBUG: View 0 : 0.666666666667
+2016-08-30 20:31:20,403 DEBUG: View 1 : 0.502645502646
+2016-08-30 20:31:20,423 DEBUG: View 2 : 0.518518518519
+2016-08-30 20:31:20,445 DEBUG: View 3 : 0.560846560847
+2016-08-30 20:31:21,966 DEBUG: Best view : View0
+2016-08-30 20:31:33,065 DEBUG: Start: Iteration 162
+2016-08-30 20:31:33,086 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:31:33,105 DEBUG: View 1 : 0.417989417989
+2016-08-30 20:31:33,125 DEBUG: View 2 : 0.529100529101
+2016-08-30 20:31:33,149 DEBUG: View 3 : 0.677248677249
+2016-08-30 20:31:34,667 DEBUG: Best view : View3
+2016-08-30 20:31:45,844 DEBUG: Start: Iteration 163
+2016-08-30 20:31:45,866 DEBUG: View 0 : 0.746031746032
+2016-08-30 20:31:45,887 DEBUG: View 1 : 0.386243386243
+2016-08-30 20:31:45,907 DEBUG: View 2 : 0.57671957672
+2016-08-30 20:31:45,930 DEBUG: View 3 : 0.582010582011
+2016-08-30 20:31:47,457 DEBUG: Best view : View0
+2016-08-30 20:31:58,736 DEBUG: Start: Iteration 164
+2016-08-30 20:31:58,757 DEBUG: View 0 : 0.666666666667
+2016-08-30 20:31:58,777 DEBUG: View 1 : 0.343915343915
+2016-08-30 20:31:58,796 DEBUG: View 2 : 0.328042328042
+2016-08-30 20:31:58,820 DEBUG: View 3 : 0.582010582011
+2016-08-30 20:32:00,365 DEBUG: Best view : View0
+2016-08-30 20:32:11,730 DEBUG: Start: Iteration 165
+2016-08-30 20:32:11,752 DEBUG: View 0 : 0.751322751323
+2016-08-30 20:32:11,771 DEBUG: View 1 : 0.714285714286
+2016-08-30 20:32:11,791 DEBUG: View 2 : 0.449735449735
+2016-08-30 20:32:11,814 DEBUG: View 3 : 0.544973544974
+2016-08-30 20:32:13,355 DEBUG: Best view : View0
+2016-08-30 20:32:24,769 DEBUG: Start: Iteration 166
+2016-08-30 20:32:24,790 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:32:24,810 DEBUG: View 1 : 0.375661375661
+2016-08-30 20:32:24,829 DEBUG: View 2 : 0.539682539683
+2016-08-30 20:32:24,851 DEBUG: View 3 : 0.687830687831
+2016-08-30 20:32:26,408 DEBUG: Best view : View0
+2016-08-30 20:32:37,885 DEBUG: Start: Iteration 167
+2016-08-30 20:32:37,907 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:32:37,926 DEBUG: View 1 : 0.433862433862
+2016-08-30 20:32:37,946 DEBUG: View 2 : 0.613756613757
+2016-08-30 20:32:37,968 DEBUG: View 3 : 0.687830687831
+2016-08-30 20:32:39,541 DEBUG: Best view : View3
+2016-08-30 20:32:51,160 DEBUG: Start: Iteration 168
+2016-08-30 20:32:51,181 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:32:51,201 DEBUG: View 1 : 0.380952380952
+2016-08-30 20:32:51,220 DEBUG: View 2 : 0.492063492063
+2016-08-30 20:32:51,243 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:32:52,815 DEBUG: Best view : View3
+2016-08-30 20:33:04,366 DEBUG: Start: Iteration 169
+2016-08-30 20:33:04,388 DEBUG: View 0 : 0.587301587302
+2016-08-30 20:33:04,408 DEBUG: View 1 : 0.338624338624
+2016-08-30 20:33:04,428 DEBUG: View 2 : 0.449735449735
+2016-08-30 20:33:04,451 DEBUG: View 3 : 0.671957671958
+2016-08-30 20:33:06,017 DEBUG: Best view : View3
+2016-08-30 20:33:17,695 DEBUG: Start: Iteration 170
+2016-08-30 20:33:17,716 DEBUG: View 0 : 0.666666666667
+2016-08-30 20:33:17,736 DEBUG: View 1 : 0.407407407407
+2016-08-30 20:33:17,756 DEBUG: View 2 : 0.460317460317
+2016-08-30 20:33:17,778 DEBUG: View 3 : 0.666666666667
+2016-08-30 20:33:19,366 DEBUG: Best view : View3
+2016-08-30 20:33:31,084 DEBUG: Start: Iteration 171
+2016-08-30 20:33:31,105 DEBUG: View 0 : 0.52380952381
+2016-08-30 20:33:31,125 DEBUG: View 1 : 0.354497354497
+2016-08-30 20:33:31,145 DEBUG: View 2 : 0.544973544974
+2016-08-30 20:33:31,168 DEBUG: View 3 : 0.613756613757
+2016-08-30 20:33:32,761 DEBUG: Best view : View3
+2016-08-30 20:33:44,610 DEBUG: Start: Iteration 172
+2016-08-30 20:33:44,632 DEBUG: View 0 : 0.608465608466
+2016-08-30 20:33:44,651 DEBUG: View 1 : 0.465608465608
+2016-08-30 20:33:44,671 DEBUG: View 2 : 0.550264550265
+2016-08-30 20:33:44,694 DEBUG: View 3 : 0.582010582011
+2016-08-30 20:33:46,303 DEBUG: Best view : View3
+2016-08-30 20:33:58,165 DEBUG: Start: Iteration 173
+2016-08-30 20:33:58,186 DEBUG: View 0 : 0.661375661376
+2016-08-30 20:33:58,206 DEBUG: View 1 : 0.402116402116
+2016-08-30 20:33:58,226 DEBUG: View 2 : 0.550264550265
+2016-08-30 20:33:58,249 DEBUG: View 3 : 0.582010582011
+2016-08-30 20:33:59,857 DEBUG: Best view : View0
+2016-08-30 20:34:11,856 DEBUG: Start: Iteration 174
+2016-08-30 20:34:11,877 DEBUG: View 0 : 0.645502645503
+2016-08-30 20:34:11,897 DEBUG: View 1 : 0.338624338624
+2016-08-30 20:34:11,916 DEBUG: View 2 : 0.518518518519
+2016-08-30 20:34:11,939 DEBUG: View 3 : 0.582010582011
+2016-08-30 20:34:13,545 DEBUG: Best view : View0
+2016-08-30 20:34:25,561 DEBUG: Start: Iteration 175
+2016-08-30 20:34:25,582 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:34:25,603 DEBUG: View 1 : 0.428571428571
+2016-08-30 20:34:25,623 DEBUG: View 2 : 0.603174603175
+2016-08-30 20:34:25,647 DEBUG: View 3 : 0.640211640212
+2016-08-30 20:34:27,270 DEBUG: Best view : View0
+2016-08-30 20:34:39,363 DEBUG: Start: Iteration 176
+2016-08-30 20:34:39,384 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:34:39,404 DEBUG: View 1 : 0.52380952381
+2016-08-30 20:34:39,424 DEBUG: View 2 : 0.544973544974
+2016-08-30 20:34:39,447 DEBUG: View 3 : 0.656084656085
+2016-08-30 20:34:41,076 DEBUG: Best view : View3
+2016-08-30 20:34:53,211 DEBUG: Start: Iteration 177
+2016-08-30 20:34:53,232 DEBUG: View 0 : 0.661375661376
+2016-08-30 20:34:53,253 DEBUG: View 1 : 0.428571428571
+2016-08-30 20:34:53,273 DEBUG: View 2 : 0.560846560847
+2016-08-30 20:34:53,295 DEBUG: View 3 : 0.603174603175
+2016-08-30 20:34:54,937 DEBUG: Best view : View0
+2016-08-30 20:35:07,180 DEBUG: Start: Iteration 178
+2016-08-30 20:35:07,201 DEBUG: View 0 : 0.634920634921
+2016-08-30 20:35:07,221 DEBUG: View 1 : 0.592592592593
+2016-08-30 20:35:07,241 DEBUG: View 2 : 0.555555555556
+2016-08-30 20:35:07,264 DEBUG: View 3 : 0.560846560847
+2016-08-30 20:35:08,907 DEBUG: Best view : View0
+2016-08-30 20:35:21,144 DEBUG: Start: Iteration 179
+2016-08-30 20:35:21,165 DEBUG: View 0 : 0.656084656085
+2016-08-30 20:35:21,185 DEBUG: View 1 : 0.333333333333
+2016-08-30 20:35:21,204 DEBUG: View 2 : 0.492063492063
+2016-08-30 20:35:21,227 DEBUG: View 3 : 0.724867724868
+2016-08-30 20:35:22,874 DEBUG: Best view : View3
+2016-08-30 20:35:35,192 DEBUG: Start: Iteration 180
+2016-08-30 20:35:35,213 DEBUG: View 0 : 0.656084656085
+2016-08-30 20:35:35,233 DEBUG: View 1 : 0.42328042328
+2016-08-30 20:35:35,253 DEBUG: View 2 : 0.566137566138
+2016-08-30 20:35:35,275 DEBUG: View 3 : 0.698412698413
+2016-08-30 20:35:36,940 DEBUG: Best view : View3
+2016-08-30 20:35:49,302 DEBUG: Start: Iteration 181
+2016-08-30 20:35:49,323 DEBUG: View 0 : 0.597883597884
+2016-08-30 20:35:49,343 DEBUG: View 1 : 0.31746031746
+2016-08-30 20:35:49,363 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:35:49,385 DEBUG: View 3 : 0.555555555556
+2016-08-30 20:35:51,050 DEBUG: Best view : View0
+2016-08-30 20:36:03,506 DEBUG: Start: Iteration 182
+2016-08-30 20:36:03,528 DEBUG: View 0 : 0.597883597884
+2016-08-30 20:36:03,548 DEBUG: View 1 : 0.391534391534
+2016-08-30 20:36:03,568 DEBUG: View 2 : 0.465608465608
+2016-08-30 20:36:03,591 DEBUG: View 3 : 0.677248677249
+2016-08-30 20:36:05,276 DEBUG: Best view : View3
+2016-08-30 20:36:17,794 DEBUG: Start: Iteration 183
+2016-08-30 20:36:17,816 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:36:17,836 DEBUG: View 1 : 0.306878306878
+2016-08-30 20:36:17,856 DEBUG: View 2 : 0.481481481481
+2016-08-30 20:36:17,879 DEBUG: View 3 : 0.677248677249
+2016-08-30 20:36:19,564 DEBUG: Best view : View3
+2016-08-30 20:36:32,282 DEBUG: Start: Iteration 184
+2016-08-30 20:36:32,303 DEBUG: View 0 : 0.656084656085
+2016-08-30 20:36:32,322 DEBUG: View 1 : 0.338624338624
+2016-08-30 20:36:32,343 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:36:32,365 DEBUG: View 3 : 0.677248677249
+2016-08-30 20:36:34,071 DEBUG: Best view : View0
+2016-08-30 20:36:46,790 DEBUG: Start: Iteration 185
+2016-08-30 20:36:46,811 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:36:46,831 DEBUG: View 1 : 0.433862433862
+2016-08-30 20:36:46,850 DEBUG: View 2 : 0.470899470899
+2016-08-30 20:36:46,873 DEBUG: View 3 : 0.698412698413
+2016-08-30 20:36:48,585 DEBUG: Best view : View3
+2016-08-30 20:37:01,314 DEBUG: Start: Iteration 186
+2016-08-30 20:37:01,335 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:37:01,355 DEBUG: View 1 : 0.312169312169
+2016-08-30 20:37:01,375 DEBUG: View 2 : 0.492063492063
+2016-08-30 20:37:01,397 DEBUG: View 3 : 0.507936507937
+2016-08-30 20:37:03,115 DEBUG: Best view : View0
+2016-08-30 20:37:15,963 DEBUG: Start: Iteration 187
+2016-08-30 20:37:15,984 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:37:16,003 DEBUG: View 1 : 0.518518518519
+2016-08-30 20:37:16,024 DEBUG: View 2 : 0.529100529101
+2016-08-30 20:37:16,047 DEBUG: View 3 : 0.719576719577
+2016-08-30 20:37:17,765 DEBUG: Best view : View3
+2016-08-30 20:37:30,713 DEBUG: Start: Iteration 188
+2016-08-30 20:37:30,734 DEBUG: View 0 : 0.613756613757
+2016-08-30 20:37:30,753 DEBUG: View 1 : 0.343915343915
+2016-08-30 20:37:30,773 DEBUG: View 2 : 0.470899470899
+2016-08-30 20:37:30,797 DEBUG: View 3 : 0.513227513228
+2016-08-30 20:37:32,520 DEBUG: Best view : View0
+2016-08-30 20:37:45,488 DEBUG: Start: Iteration 189
+2016-08-30 20:37:45,510 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:37:45,529 DEBUG: View 1 : 0.433862433862
+2016-08-30 20:37:45,549 DEBUG: View 2 : 0.439153439153
+2016-08-30 20:37:45,572 DEBUG: View 3 : 0.513227513228
+2016-08-30 20:37:47,300 DEBUG: Best view : View0
+2016-08-30 20:38:00,312 DEBUG: Start: Iteration 190
+2016-08-30 20:38:00,333 DEBUG: View 0 : 0.703703703704
+2016-08-30 20:38:00,353 DEBUG: View 1 : 0.47619047619
+2016-08-30 20:38:00,373 DEBUG: View 2 : 0.534391534392
+2016-08-30 20:38:00,395 DEBUG: View 3 : 0.740740740741
+2016-08-30 20:38:02,145 DEBUG: Best view : View3
+2016-08-30 20:38:15,216 DEBUG: Start: Iteration 191
+2016-08-30 20:38:15,237 DEBUG: View 0 : 0.62962962963
+2016-08-30 20:38:15,257 DEBUG: View 1 : 0.502645502646
+2016-08-30 20:38:15,277 DEBUG: View 2 : 0.439153439153
+2016-08-30 20:38:15,300 DEBUG: View 3 : 0.513227513228
+2016-08-30 20:38:17,052 DEBUG: Best view : View0
+2016-08-30 20:38:30,245 DEBUG: Start: Iteration 192
+2016-08-30 20:38:30,266 DEBUG: View 0 : 0.57671957672
+2016-08-30 20:38:30,286 DEBUG: View 1 : 0.428571428571
+2016-08-30 20:38:30,306 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:38:30,328 DEBUG: View 3 : 0.677248677249
+2016-08-30 20:38:32,084 DEBUG: Best view : View3
+2016-08-30 20:38:45,309 DEBUG: Start: Iteration 193
+2016-08-30 20:38:45,331 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:38:45,350 DEBUG: View 1 : 0.460317460317
+2016-08-30 20:38:45,371 DEBUG: View 2 : 0.550264550265
+2016-08-30 20:38:45,393 DEBUG: View 3 : 0.513227513228
+2016-08-30 20:38:47,151 DEBUG: Best view : View0
+2016-08-30 20:39:00,473 DEBUG: Start: Iteration 194
+2016-08-30 20:39:00,494 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:39:00,514 DEBUG: View 1 : 0.396825396825
+2016-08-30 20:39:00,534 DEBUG: View 2 : 0.592592592593
+2016-08-30 20:39:00,557 DEBUG: View 3 : 0.703703703704
+2016-08-30 20:39:02,338 DEBUG: Best view : View3
+2016-08-30 20:39:15,756 DEBUG: Start: Iteration 195
+2016-08-30 20:39:15,777 DEBUG: View 0 : 0.677248677249
+2016-08-30 20:39:15,797 DEBUG: View 1 : 0.322751322751
+2016-08-30 20:39:15,817 DEBUG: View 2 : 0.455026455026
+2016-08-30 20:39:15,840 DEBUG: View 3 : 0.513227513228
+2016-08-30 20:39:17,670 DEBUG: Best view : View0
+2016-08-30 20:39:31,124 DEBUG: Start: Iteration 196
+2016-08-30 20:39:31,145 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:39:31,165 DEBUG: View 1 : 0.396825396825
+2016-08-30 20:39:31,185 DEBUG: View 2 : 0.534391534392
+2016-08-30 20:39:31,208 DEBUG: View 3 : 0.640211640212
+2016-08-30 20:39:32,991 DEBUG: Best view : View3
+2016-08-30 20:39:46,518 DEBUG: Start: Iteration 197
+2016-08-30 20:39:46,539 DEBUG: View 0 : 0.693121693122
+2016-08-30 20:39:46,559 DEBUG: View 1 : 0.52380952381
+2016-08-30 20:39:46,579 DEBUG: View 2 : 0.465608465608
+2016-08-30 20:39:46,601 DEBUG: View 3 : 0.513227513228
+2016-08-30 20:39:48,397 DEBUG: Best view : View0
+2016-08-30 20:40:01,989 DEBUG: Start: Iteration 198
+2016-08-30 20:40:02,010 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:40:02,031 DEBUG: View 1 : 0.349206349206
+2016-08-30 20:40:02,050 DEBUG: View 2 : 0.47619047619
+2016-08-30 20:40:02,073 DEBUG: View 3 : 0.677248677249
+2016-08-30 20:40:03,879 DEBUG: Best view : View3
+2016-08-30 20:40:17,528 DEBUG: Start: Iteration 199
+2016-08-30 20:40:17,549 DEBUG: View 0 : 0.724867724868
+2016-08-30 20:40:17,570 DEBUG: View 1 : 0.343915343915
+2016-08-30 20:40:17,589 DEBUG: View 2 : 0.52380952381
+2016-08-30 20:40:17,612 DEBUG: View 3 : 0.751322751323
+2016-08-30 20:40:19,425 DEBUG: Best view : View3
+2016-08-30 20:40:33,169 DEBUG: Start: Iteration 200
+2016-08-30 20:40:33,190 DEBUG: View 0 : 0.603174603175
+2016-08-30 20:40:33,209 DEBUG: View 1 : 0.338624338624
+2016-08-30 20:40:33,229 DEBUG: View 2 : 0.534391534392
+2016-08-30 20:40:33,252 DEBUG: View 3 : 0.513227513228
+2016-08-30 20:40:35,060 DEBUG: Best view : View0
+2016-08-30 20:40:48,847 DEBUG: Start: Iteration 201
+2016-08-30 20:40:48,868 DEBUG: View 0 : 0.555555555556
+2016-08-30 20:40:48,888 DEBUG: View 1 : 0.402116402116
+2016-08-30 20:40:48,908 DEBUG: View 2 : 0.460317460317
+2016-08-30 20:40:48,930 DEBUG: View 3 : 0.513227513228
+2016-08-30 20:40:50,747 DEBUG: Best view : View0
+2016-08-30 20:41:04,601 DEBUG: Start: Iteration 202
+2016-08-30 20:41:04,623 DEBUG: View 0 : 0.587301587302
+2016-08-30 20:41:04,643 DEBUG: View 1 : 0.396825396825
+2016-08-30 20:41:04,663 DEBUG: View 2 : 0.507936507937
+2016-08-30 20:41:04,687 DEBUG: View 3 : 0.502645502646
+2016-08-30 20:41:06,589 DEBUG: Best view : View0
+2016-08-30 20:41:20,563 DEBUG: Start: Iteration 203
+2016-08-30 20:41:20,585 DEBUG: View 0 : 0.73544973545
+2016-08-30 20:41:20,605 DEBUG: View 1 : 0.380952380952
+2016-08-30 20:41:20,625 DEBUG: View 2 : 0.529100529101
+2016-08-30 20:41:20,648 DEBUG: View 3 : 0.698412698413
+2016-08-30 20:41:22,507 DEBUG: Best view : View0
+2016-08-30 20:41:36,547 DEBUG: Start: Iteration 204
+2016-08-30 20:41:36,568 DEBUG: View 0 : 0.571428571429
+2016-08-30 20:41:36,588 DEBUG: View 1 : 0.444444444444
+2016-08-30 20:41:36,608 DEBUG: View 2 : 0.571428571429
+2016-08-30 20:41:36,631 DEBUG: View 3 : 0.502645502646
+2016-08-30 20:41:38,499 DEBUG: Best view : View2
+2016-08-30 20:41:52,595 DEBUG: Start: Iteration 205
+2016-08-30 20:41:52,617 DEBUG: View 0 : 0.645502645503
+2016-08-30 20:41:52,637 DEBUG: View 1 : 0.592592592593
+2016-08-30 20:41:52,657 DEBUG: View 2 : 0.555555555556
+2016-08-30 20:41:52,679 DEBUG: View 3 : 0.677248677249
+2016-08-30 20:41:54,535 DEBUG: Best view : View3
+2016-08-30 20:42:08,744 DEBUG: Start: Iteration 206
+2016-08-30 20:42:08,765 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:42:08,784 DEBUG: View 1 : 0.365079365079
+2016-08-30 20:42:08,805 DEBUG: View 2 : 0.47619047619
+2016-08-30 20:42:08,827 DEBUG: View 3 : 0.677248677249
+2016-08-30 20:42:10,687 DEBUG: Best view : View3
+2016-08-30 20:42:24,891 DEBUG: Start: Iteration 207
+2016-08-30 20:42:24,913 DEBUG: View 0 : 0.656084656085
+2016-08-30 20:42:24,933 DEBUG: View 1 : 0.354497354497
+2016-08-30 20:42:24,953 DEBUG: View 2 : 0.529100529101
+2016-08-30 20:42:24,976 DEBUG: View 3 : 0.703703703704
+2016-08-30 20:42:26,846 DEBUG: Best view : View3
+2016-08-30 20:42:41,110 DEBUG: Start: Iteration 208
+2016-08-30 20:42:41,131 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:42:41,151 DEBUG: View 1 : 0.328042328042
+2016-08-30 20:42:41,171 DEBUG: View 2 : 0.481481481481
+2016-08-30 20:42:41,195 DEBUG: View 3 : 0.703703703704
+2016-08-30 20:42:43,073 DEBUG: Best view : View3
+2016-08-30 20:42:57,525 DEBUG: Start: Iteration 209
+2016-08-30 20:42:57,546 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:42:57,567 DEBUG: View 1 : 0.328042328042
+2016-08-30 20:42:57,587 DEBUG: View 2 : 0.518518518519
+2016-08-30 20:42:57,611 DEBUG: View 3 : 0.703703703704
+2016-08-30 20:42:59,483 DEBUG: Best view : View3
+2016-08-30 20:43:13,905 DEBUG: Start: Iteration 210
+2016-08-30 20:43:13,927 DEBUG: View 0 : 0.645502645503
+2016-08-30 20:43:13,947 DEBUG: View 1 : 0.470899470899
+2016-08-30 20:43:13,967 DEBUG: View 2 : 0.597883597884
+2016-08-30 20:43:13,989 DEBUG: View 3 : 0.582010582011
+2016-08-30 20:43:15,885 DEBUG: Best view : View2
+2016-08-30 20:43:30,319 DEBUG: Start: Iteration 211
+2016-08-30 20:43:30,341 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:43:30,362 DEBUG: View 1 : 0.396825396825
+2016-08-30 20:43:30,382 DEBUG: View 2 : 0.52380952381
+2016-08-30 20:43:30,404 DEBUG: View 3 : 0.698412698413
+2016-08-30 20:43:32,298 DEBUG: Best view : View3
+2016-08-30 20:43:46,802 DEBUG: Start: Iteration 212
+2016-08-30 20:43:46,824 DEBUG: View 0 : 0.597883597884
+2016-08-30 20:43:46,844 DEBUG: View 1 : 0.428571428571
+2016-08-30 20:43:46,864 DEBUG: View 2 : 0.481481481481
+2016-08-30 20:43:46,887 DEBUG: View 3 : 0.666666666667
+2016-08-30 20:43:48,797 DEBUG: Best view : View3
+2016-08-30 20:44:03,358 DEBUG: Start: Iteration 213
+2016-08-30 20:44:03,380 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:44:03,401 DEBUG: View 1 : 0.306878306878
+2016-08-30 20:44:03,421 DEBUG: View 2 : 0.433862433862
+2016-08-30 20:44:03,443 DEBUG: View 3 : 0.502645502646
+2016-08-30 20:44:05,379 DEBUG: Best view : View0
+2016-08-30 20:44:20,054 DEBUG: Start: Iteration 214
+2016-08-30 20:44:20,075 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:44:20,095 DEBUG: View 1 : 0.481481481481
+2016-08-30 20:44:20,115 DEBUG: View 2 : 0.444444444444
+2016-08-30 20:44:20,137 DEBUG: View 3 : 0.52380952381
+2016-08-30 20:44:22,075 DEBUG: Best view : View0
+2016-08-30 20:44:36,796 DEBUG: Start: Iteration 215
+2016-08-30 20:44:36,817 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:44:36,837 DEBUG: View 1 : 0.455026455026
+2016-08-30 20:44:36,856 DEBUG: View 2 : 0.550264550265
+2016-08-30 20:44:36,879 DEBUG: View 3 : 0.740740740741
+2016-08-30 20:44:38,819 DEBUG: Best view : View3
+2016-08-30 20:44:53,595 DEBUG: Start: Iteration 216
+2016-08-30 20:44:53,616 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:44:53,636 DEBUG: View 1 : 0.465608465608
+2016-08-30 20:44:53,656 DEBUG: View 2 : 0.52380952381
+2016-08-30 20:44:53,679 DEBUG: View 3 : 0.825396825397
+2016-08-30 20:44:55,622 DEBUG: Best view : View3
+2016-08-30 20:45:10,573 DEBUG: Start: Iteration 217
+2016-08-30 20:45:10,594 DEBUG: View 0 : 0.634920634921
+2016-08-30 20:45:10,615 DEBUG: View 1 : 0.338624338624
+2016-08-30 20:45:10,635 DEBUG: View 2 : 0.634920634921
+2016-08-30 20:45:10,658 DEBUG: View 3 : 0.730158730159
+2016-08-30 20:45:12,616 DEBUG: Best view : View3
+2016-08-30 20:45:27,598 DEBUG: Start: Iteration 218
+2016-08-30 20:45:27,620 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:45:27,640 DEBUG: View 1 : 0.407407407407
+2016-08-30 20:45:27,660 DEBUG: View 2 : 0.560846560847
+2016-08-30 20:45:27,684 DEBUG: View 3 : 0.507936507937
+2016-08-30 20:45:29,629 DEBUG: Best view : View0
+2016-08-30 20:45:44,668 DEBUG: Start: Iteration 219
+2016-08-30 20:45:44,689 DEBUG: View 0 : 0.613756613757
+2016-08-30 20:45:44,708 DEBUG: View 1 : 0.354497354497
+2016-08-30 20:45:44,728 DEBUG: View 2 : 0.449735449735
+2016-08-30 20:45:44,751 DEBUG: View 3 : 0.719576719577
+2016-08-30 20:45:46,725 DEBUG: Best view : View3
+2016-08-30 20:46:01,806 DEBUG: Start: Iteration 220
+2016-08-30 20:46:01,828 DEBUG: View 0 : 0.698412698413
+2016-08-30 20:46:01,847 DEBUG: View 1 : 0.492063492063
+2016-08-30 20:46:01,868 DEBUG: View 2 : 0.550264550265
+2016-08-30 20:46:01,890 DEBUG: View 3 : 0.703703703704
+2016-08-30 20:46:03,873 DEBUG: Best view : View3
+2016-08-30 20:46:18,995 DEBUG: Start: Iteration 221
+2016-08-30 20:46:19,017 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:46:19,037 DEBUG: View 1 : 0.42328042328
+2016-08-30 20:46:19,058 DEBUG: View 2 : 0.502645502646
+2016-08-30 20:46:19,082 DEBUG: View 3 : 0.703703703704
+2016-08-30 20:46:21,064 DEBUG: Best view : View3
+2016-08-30 20:46:36,243 DEBUG: Start: Iteration 222
+2016-08-30 20:46:36,265 DEBUG: View 0 : 0.719576719577
+2016-08-30 20:46:36,285 DEBUG: View 1 : 0.31746031746
+2016-08-30 20:46:36,305 DEBUG: View 2 : 0.433862433862
+2016-08-30 20:46:36,328 DEBUG: View 3 : 0.703703703704
+2016-08-30 20:46:38,309 DEBUG: Best view : View0
+2016-08-30 20:46:53,616 DEBUG: Start: Iteration 223
+2016-08-30 20:46:53,637 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:46:53,657 DEBUG: View 1 : 0.380952380952
+2016-08-30 20:46:53,676 DEBUG: View 2 : 0.529100529101
+2016-08-30 20:46:53,699 DEBUG: View 3 : 0.703703703704
+2016-08-30 20:46:55,675 DEBUG: Best view : View3
+2016-08-30 20:47:10,995 DEBUG: Start: Iteration 224
+2016-08-30 20:47:11,016 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:47:11,036 DEBUG: View 1 : 0.412698412698
+2016-08-30 20:47:11,057 DEBUG: View 2 : 0.47619047619
+2016-08-30 20:47:11,079 DEBUG: View 3 : 0.719576719577
+2016-08-30 20:47:13,077 DEBUG: Best view : View3
+2016-08-30 20:47:28,478 DEBUG: Start: Iteration 225
+2016-08-30 20:47:28,499 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:47:28,518 DEBUG: View 1 : 0.492063492063
+2016-08-30 20:47:28,538 DEBUG: View 2 : 0.47619047619
+2016-08-30 20:47:28,561 DEBUG: View 3 : 0.698412698413
+2016-08-30 20:47:30,553 DEBUG: Best view : View3
+2016-08-30 20:47:46,044 DEBUG: Start: Iteration 226
+2016-08-30 20:47:46,065 DEBUG: View 0 : 0.608465608466
+2016-08-30 20:47:46,085 DEBUG: View 1 : 0.396825396825
+2016-08-30 20:47:46,104 DEBUG: View 2 : 0.465608465608
+2016-08-30 20:47:46,128 DEBUG: View 3 : 0.698412698413
+2016-08-30 20:47:48,147 DEBUG: Best view : View3
+2016-08-30 20:48:03,687 DEBUG: Start: Iteration 227
+2016-08-30 20:48:03,708 DEBUG: View 0 : 0.661375661376
+2016-08-30 20:48:03,728 DEBUG: View 1 : 0.449735449735
+2016-08-30 20:48:03,748 DEBUG: View 2 : 0.52380952381
+2016-08-30 20:48:03,771 DEBUG: View 3 : 0.529100529101
+2016-08-30 20:48:05,793 DEBUG: Best view : View0
+2016-08-30 20:48:21,396 DEBUG: Start: Iteration 228
+2016-08-30 20:48:21,417 DEBUG: View 0 : 0.661375661376
+2016-08-30 20:48:21,437 DEBUG: View 1 : 0.312169312169
+2016-08-30 20:48:21,456 DEBUG: View 2 : 0.444444444444
+2016-08-30 20:48:21,479 DEBUG: View 3 : 0.529100529101
+2016-08-30 20:48:23,513 DEBUG: Best view : View0
+2016-08-30 20:48:39,190 DEBUG: Start: Iteration 229
+2016-08-30 20:48:39,212 DEBUG: View 0 : 0.634920634921
+2016-08-30 20:48:39,232 DEBUG: View 1 : 0.544973544974
+2016-08-30 20:48:39,252 DEBUG: View 2 : 0.455026455026
+2016-08-30 20:48:39,275 DEBUG: View 3 : 0.708994708995
+2016-08-30 20:48:41,314 DEBUG: Best view : View3
+2016-08-30 20:48:57,128 DEBUG: Start: Iteration 230
+2016-08-30 20:48:57,149 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:48:57,169 DEBUG: View 1 : 0.407407407407
+2016-08-30 20:48:57,188 DEBUG: View 2 : 0.497354497354
+2016-08-30 20:48:57,211 DEBUG: View 3 : 0.502645502646
+2016-08-30 20:48:59,262 DEBUG: Best view : View0
+2016-08-30 20:49:15,060 DEBUG: Start: Iteration 231
+2016-08-30 20:49:15,081 DEBUG: View 0 : 0.592592592593
+2016-08-30 20:49:15,101 DEBUG: View 1 : 0.37037037037
+2016-08-30 20:49:15,121 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:49:15,143 DEBUG: View 3 : 0.693121693122
+2016-08-30 20:49:17,199 DEBUG: Best view : View3
+2016-08-30 20:49:33,077 DEBUG: Start: Iteration 232
+2016-08-30 20:49:33,098 DEBUG: View 0 : 0.656084656085
+2016-08-30 20:49:33,118 DEBUG: View 1 : 0.391534391534
+2016-08-30 20:49:33,138 DEBUG: View 2 : 0.518518518519
+2016-08-30 20:49:33,161 DEBUG: View 3 : 0.693121693122
+2016-08-30 20:49:35,257 DEBUG: Best view : View3
+2016-08-30 20:49:51,184 DEBUG: Start: Iteration 233
+2016-08-30 20:49:51,206 DEBUG: View 0 : 0.634920634921
+2016-08-30 20:49:51,226 DEBUG: View 1 : 0.417989417989
+2016-08-30 20:49:51,246 DEBUG: View 2 : 0.534391534392
+2016-08-30 20:49:51,268 DEBUG: View 3 : 0.708994708995
+2016-08-30 20:49:53,345 DEBUG: Best view : View3
+2016-08-30 20:50:09,373 DEBUG: Start: Iteration 234
+2016-08-30 20:50:09,394 DEBUG: View 0 : 0.708994708995
+2016-08-30 20:50:09,413 DEBUG: View 1 : 0.455026455026
+2016-08-30 20:50:09,433 DEBUG: View 2 : 0.470899470899
+2016-08-30 20:50:09,457 DEBUG: View 3 : 0.708994708995
+2016-08-30 20:50:11,535 DEBUG: Best view : View3
+2016-08-30 20:50:27,645 DEBUG: Start: Iteration 235
+2016-08-30 20:50:27,666 DEBUG: View 0 : 0.661375661376
+2016-08-30 20:50:27,687 DEBUG: View 1 : 0.380952380952
+2016-08-30 20:50:27,706 DEBUG: View 2 : 0.375661375661
+2016-08-30 20:50:27,729 DEBUG: View 3 : 0.761904761905
+2016-08-30 20:50:29,842 DEBUG: Best view : View3
+2016-08-30 20:50:46,063 DEBUG: Start: Iteration 236
+2016-08-30 20:50:46,085 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:50:46,105 DEBUG: View 1 : 0.460317460317
+2016-08-30 20:50:46,126 DEBUG: View 2 : 0.449735449735
+2016-08-30 20:50:46,150 DEBUG: View 3 : 0.677248677249
+2016-08-30 20:50:48,252 DEBUG: Best view : View3
+2016-08-30 20:51:04,489 DEBUG: Start: Iteration 237
+2016-08-30 20:51:04,510 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:51:04,529 DEBUG: View 1 : 0.349206349206
+2016-08-30 20:51:04,549 DEBUG: View 2 : 0.492063492063
+2016-08-30 20:51:04,572 DEBUG: View 3 : 0.677248677249
+2016-08-30 20:51:06,667 DEBUG: Best view : View3
+2016-08-30 20:51:22,963 DEBUG: Start: Iteration 238
+2016-08-30 20:51:22,984 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:51:23,004 DEBUG: View 1 : 0.460317460317
+2016-08-30 20:51:23,024 DEBUG: View 2 : 0.550264550265
+2016-08-30 20:51:23,047 DEBUG: View 3 : 0.677248677249
+2016-08-30 20:51:25,152 DEBUG: Best view : View3
+2016-08-30 20:51:41,538 DEBUG: Start: Iteration 239
+2016-08-30 20:51:41,559 DEBUG: View 0 : 0.661375661376
+2016-08-30 20:51:41,579 DEBUG: View 1 : 0.455026455026
+2016-08-30 20:51:41,599 DEBUG: View 2 : 0.518518518519
+2016-08-30 20:51:41,621 DEBUG: View 3 : 0.619047619048
+2016-08-30 20:51:43,745 DEBUG: Best view : View0
+2016-08-30 20:52:00,144 DEBUG: Start: Iteration 240
+2016-08-30 20:52:00,165 DEBUG: View 0 : 0.671957671958
+2016-08-30 20:52:00,184 DEBUG: View 1 : 0.42328042328
+2016-08-30 20:52:00,204 DEBUG: View 2 : 0.555555555556
+2016-08-30 20:52:00,227 DEBUG: View 3 : 0.555555555556
+2016-08-30 20:52:02,355 DEBUG: Best view : View0
+2016-08-30 20:52:18,842 DEBUG: Start: Iteration 241
+2016-08-30 20:52:18,863 DEBUG: View 0 : 0.708994708995
+2016-08-30 20:52:18,883 DEBUG: View 1 : 0.518518518519
+2016-08-30 20:52:18,903 DEBUG: View 2 : 0.645502645503
+2016-08-30 20:52:18,926 DEBUG: View 3 : 0.677248677249
+2016-08-30 20:52:21,035 DEBUG: Best view : View0
+2016-08-30 20:52:37,681 DEBUG: Start: Iteration 242
+2016-08-30 20:52:37,702 DEBUG: View 0 : 0.608465608466
+2016-08-30 20:52:37,722 DEBUG: View 1 : 0.343915343915
+2016-08-30 20:52:37,741 DEBUG: View 2 : 0.492063492063
+2016-08-30 20:52:37,764 DEBUG: View 3 : 0.703703703704
+2016-08-30 20:52:39,905 DEBUG: Best view : View3
+2016-08-30 20:52:56,561 DEBUG: Start: Iteration 243
+2016-08-30 20:52:56,583 DEBUG: View 0 : 0.677248677249
+2016-08-30 20:52:56,605 DEBUG: View 1 : 0.481481481481
+2016-08-30 20:52:56,625 DEBUG: View 2 : 0.571428571429
+2016-08-30 20:52:56,649 DEBUG: View 3 : 0.703703703704
+2016-08-30 20:52:58,795 DEBUG: Best view : View3
+2016-08-30 20:53:15,555 DEBUG: Start: Iteration 244
+2016-08-30 20:53:15,576 DEBUG: View 0 : 0.68253968254
+2016-08-30 20:53:15,596 DEBUG: View 1 : 0.386243386243
+2016-08-30 20:53:15,616 DEBUG: View 2 : 0.492063492063
+2016-08-30 20:53:15,638 DEBUG: View 3 : 0.703703703704
+2016-08-30 20:53:17,790 DEBUG: Best view : View3
+2016-08-30 20:53:34,564 DEBUG: Start: Iteration 245
+2016-08-30 20:53:34,586 DEBUG: View 0 : 0.746031746032
+2016-08-30 20:53:34,606 DEBUG: View 1 : 0.349206349206
+2016-08-30 20:53:34,626 DEBUG: View 2 : 0.481481481481
+2016-08-30 20:53:34,649 DEBUG: View 3 : 0.730158730159
+2016-08-30 20:53:36,810 DEBUG: Best view : View0
+2016-08-30 20:53:53,656 DEBUG: Start: Iteration 246
+2016-08-30 20:53:53,678 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:53:53,698 DEBUG: View 1 : 0.497354497354
+2016-08-30 20:53:53,718 DEBUG: View 2 : 0.550264550265
+2016-08-30 20:53:53,741 DEBUG: View 3 : 0.73544973545
+2016-08-30 20:53:55,924 DEBUG: Best view : View3
+2016-08-30 20:54:12,853 DEBUG: Start: Iteration 247
+2016-08-30 20:54:12,875 DEBUG: View 0 : 0.661375661376
+2016-08-30 20:54:12,894 DEBUG: View 1 : 0.301587301587
+2016-08-30 20:54:12,914 DEBUG: View 2 : 0.645502645503
+2016-08-30 20:54:12,937 DEBUG: View 3 : 0.708994708995
+2016-08-30 20:54:15,120 DEBUG: Best view : View3
+2016-08-30 20:54:32,080 DEBUG: Start: Iteration 248
+2016-08-30 20:54:32,102 DEBUG: View 0 : 0.645502645503
+2016-08-30 20:54:32,122 DEBUG: View 1 : 0.354497354497
+2016-08-30 20:54:32,141 DEBUG: View 2 : 0.449735449735
+2016-08-30 20:54:32,165 DEBUG: View 3 : 0.703703703704
+2016-08-30 20:54:34,334 DEBUG: Best view : View3
+2016-08-30 20:54:51,381 DEBUG: Start: Iteration 249
+2016-08-30 20:54:51,403 DEBUG: View 0 : 0.708994708995
+2016-08-30 20:54:51,422 DEBUG: View 1 : 0.338624338624
+2016-08-30 20:54:51,441 DEBUG: View 2 : 0.671957671958
+2016-08-30 20:54:51,465 DEBUG: View 3 : 0.529100529101
+2016-08-30 20:54:53,664 DEBUG: Best view : View0
+2016-08-30 20:55:10,797 DEBUG: Start: Iteration 250
+2016-08-30 20:55:10,818 DEBUG: View 0 : 0.592592592593
+2016-08-30 20:55:10,837 DEBUG: View 1 : 0.391534391534
+2016-08-30 20:55:10,858 DEBUG: View 2 : 0.571428571429
+2016-08-30 20:55:10,881 DEBUG: View 3 : 0.534391534392
+2016-08-30 20:55:13,059 DEBUG: Best view : View2
+2016-08-30 20:55:30,197 DEBUG: Start: Iteration 251
+2016-08-30 20:55:30,218 DEBUG: View 0 : 0.645502645503
+2016-08-30 20:55:30,238 DEBUG: View 1 : 0.301587301587
+2016-08-30 20:55:30,259 DEBUG: View 2 : 0.481481481481
+2016-08-30 20:55:30,282 DEBUG: View 3 : 0.529100529101
+2016-08-30 20:55:32,500 DEBUG: Best view : View0
+2016-08-30 20:55:49,780 DEBUG: Start: Iteration 252
+2016-08-30 20:55:49,802 DEBUG: View 0 : 0.566137566138
+2016-08-30 20:55:49,821 DEBUG: View 1 : 0.550264550265
+2016-08-30 20:55:49,841 DEBUG: View 2 : 0.470899470899
+2016-08-30 20:55:49,863 DEBUG: View 3 : 0.73544973545
+2016-08-30 20:55:52,075 DEBUG: Best view : View3
+2016-08-30 20:56:09,393 DEBUG: Start: Iteration 253
+2016-08-30 20:56:09,415 DEBUG: View 0 : 0.619047619048
+2016-08-30 20:56:09,435 DEBUG: View 1 : 0.497354497354
+2016-08-30 20:56:09,455 DEBUG: View 2 : 0.507936507937
+2016-08-30 20:56:09,477 DEBUG: View 3 : 0.73544973545
+2016-08-30 20:56:11,709 DEBUG: Best view : View3
+2016-08-30 20:56:29,090 DEBUG: Start: Iteration 254
+2016-08-30 20:56:29,111 DEBUG: View 0 : 0.724867724868
+2016-08-30 20:56:29,131 DEBUG: View 1 : 0.349206349206
+2016-08-30 20:56:29,150 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:56:29,173 DEBUG: View 3 : 0.746031746032
+2016-08-30 20:56:31,412 DEBUG: Best view : View3
+2016-08-30 20:56:48,892 DEBUG: Start: Iteration 255
+2016-08-30 20:56:48,913 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:56:48,933 DEBUG: View 1 : 0.322751322751
+2016-08-30 20:56:48,953 DEBUG: View 2 : 0.402116402116
+2016-08-30 20:56:48,976 DEBUG: View 3 : 0.582010582011
+2016-08-30 20:56:51,230 DEBUG: Best view : View0
+2016-08-30 20:57:08,798 DEBUG: Start: Iteration 256
+2016-08-30 20:57:08,819 DEBUG: View 0 : 0.640211640212
+2016-08-30 20:57:08,838 DEBUG: View 1 : 0.555555555556
+2016-08-30 20:57:08,858 DEBUG: View 2 : 0.502645502646
+2016-08-30 20:57:08,881 DEBUG: View 3 : 0.687830687831
+2016-08-30 20:57:11,120 DEBUG: Best view : View3
+2016-08-30 20:57:28,720 DEBUG: Start: Iteration 257
+2016-08-30 20:57:28,741 DEBUG: View 0 : 0.587301587302
+2016-08-30 20:57:28,761 DEBUG: View 1 : 0.497354497354
+2016-08-30 20:57:28,781 DEBUG: View 2 : 0.555555555556
+2016-08-30 20:57:28,804 DEBUG: View 3 : 0.62962962963
+2016-08-30 20:57:31,043 DEBUG: Best view : View3
+2016-08-30 20:57:48,694 DEBUG: Start: Iteration 258
+2016-08-30 20:57:48,716 DEBUG: View 0 : 0.656084656085
+2016-08-30 20:57:48,736 DEBUG: View 1 : 0.433862433862
+2016-08-30 20:57:48,756 DEBUG: View 2 : 0.507936507937
+2016-08-30 20:57:48,779 DEBUG: View 3 : 0.751322751323
+2016-08-30 20:57:51,029 DEBUG: Best view : View3
+2016-08-30 20:58:08,759 DEBUG: Start: Iteration 259
+2016-08-30 20:58:08,781 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:58:08,801 DEBUG: View 1 : 0.354497354497
+2016-08-30 20:58:08,821 DEBUG: View 2 : 0.534391534392
+2016-08-30 20:58:08,844 DEBUG: View 3 : 0.751322751323
+2016-08-30 20:58:11,105 DEBUG: Best view : View3
+2016-08-30 20:58:28,920 DEBUG: Start: Iteration 260
+2016-08-30 20:58:28,941 DEBUG: View 0 : 0.687830687831
+2016-08-30 20:58:28,960 DEBUG: View 1 : 0.560846560847
+2016-08-30 20:58:28,981 DEBUG: View 2 : 0.513227513228
+2016-08-30 20:58:29,004 DEBUG: View 3 : 0.751322751323
+2016-08-30 20:58:31,300 DEBUG: Best view : View3
+2016-08-30 20:58:49,128 DEBUG: Start: Iteration 261
+2016-08-30 20:58:49,150 DEBUG: View 0 : 0.650793650794
+2016-08-30 20:58:49,169 DEBUG: View 1 : 0.391534391534
+2016-08-30 20:58:49,189 DEBUG: View 2 : 0.470899470899
+2016-08-30 20:58:49,212 DEBUG: View 3 : 0.714285714286
+2016-08-30 20:58:51,483 DEBUG: Best view : View3
+2016-08-30 20:59:09,526 DEBUG: Start: Iteration 262
+2016-08-30 20:59:09,548 DEBUG: View 0 : 0.550264550265
+2016-08-30 20:59:09,567 DEBUG: View 1 : 0.354497354497
+2016-08-30 20:59:09,587 DEBUG: View 2 : 0.52380952381
+2016-08-30 20:59:09,610 DEBUG: View 3 : 0.724867724868
+2016-08-30 20:59:11,894 DEBUG: Best view : View3
+2016-08-30 20:59:29,907 DEBUG: Start: Iteration 263
+2016-08-30 20:59:29,929 DEBUG: View 0 : 0.624338624339
+2016-08-30 20:59:29,949 DEBUG: View 1 : 0.587301587302
+2016-08-30 20:59:29,969 DEBUG: View 2 : 0.486772486772
+2016-08-30 20:59:29,991 DEBUG: View 3 : 0.724867724868
+2016-08-30 20:59:32,279 DEBUG: Best view : View3
+2016-08-30 20:59:50,371 DEBUG: Start: Iteration 264
+2016-08-30 20:59:50,393 DEBUG: View 0 : 0.634920634921
+2016-08-30 20:59:50,413 DEBUG: View 1 : 0.550264550265
+2016-08-30 20:59:50,433 DEBUG: View 2 : 0.687830687831
+2016-08-30 20:59:50,456 DEBUG: View 3 : 0.677248677249
+2016-08-30 20:59:52,738 DEBUG: Best view : View2
+2016-08-30 21:00:10,926 DEBUG: Start: Iteration 265
+2016-08-30 21:00:10,947 DEBUG: View 0 : 0.68253968254
+2016-08-30 21:00:10,967 DEBUG: View 1 : 0.338624338624
+2016-08-30 21:00:10,987 DEBUG: View 2 : 0.555555555556
+2016-08-30 21:00:11,010 DEBUG: View 3 : 0.650793650794
+2016-08-30 21:00:13,345 DEBUG: Best view : View0
+2016-08-30 21:00:31,619 DEBUG: Start: Iteration 266
+2016-08-30 21:00:31,640 DEBUG: View 0 : 0.767195767196
+2016-08-30 21:00:31,660 DEBUG: View 1 : 0.322751322751
+2016-08-30 21:00:31,680 DEBUG: View 2 : 0.513227513228
+2016-08-30 21:00:31,703 DEBUG: View 3 : 0.751322751323
+2016-08-30 21:00:34,016 DEBUG: Best view : View0
+2016-08-30 21:00:52,380 DEBUG: Start: Iteration 267
+2016-08-30 21:00:52,401 DEBUG: View 0 : 0.597883597884
+2016-08-30 21:00:52,422 DEBUG: View 1 : 0.338624338624
+2016-08-30 21:00:52,442 DEBUG: View 2 : 0.481481481481
+2016-08-30 21:00:52,464 DEBUG: View 3 : 0.68253968254
+2016-08-30 21:00:54,778 DEBUG: Best view : View3
+2016-08-30 21:01:13,162 DEBUG: Start: Iteration 268
+2016-08-30 21:01:13,183 DEBUG: View 0 : 0.68253968254
+2016-08-30 21:01:13,203 DEBUG: View 1 : 0.661375661376
+2016-08-30 21:01:13,223 DEBUG: View 2 : 0.481481481481
+2016-08-30 21:01:13,246 DEBUG: View 3 : 0.746031746032
+2016-08-30 21:01:15,647 DEBUG: Best view : View3
+2016-08-30 21:01:34,099 DEBUG: Start: Iteration 269
+2016-08-30 21:01:34,120 DEBUG: View 0 : 0.608465608466
+2016-08-30 21:01:34,140 DEBUG: View 1 : 0.343915343915
+2016-08-30 21:01:34,160 DEBUG: View 2 : 0.433862433862
+2016-08-30 21:01:34,184 DEBUG: View 3 : 0.746031746032
+2016-08-30 21:01:36,568 DEBUG: Best view : View3
+2016-08-30 21:01:55,044 DEBUG: Start: Iteration 270
+2016-08-30 21:01:55,065 DEBUG: View 0 : 0.597883597884
+2016-08-30 21:01:55,085 DEBUG: View 1 : 0.31746031746
+2016-08-30 21:01:55,105 DEBUG: View 2 : 0.470899470899
+2016-08-30 21:01:55,127 DEBUG: View 3 : 0.640211640212
+2016-08-30 21:01:57,521 DEBUG: Best view : View3
+2016-08-30 21:02:16,057 DEBUG: Start: Iteration 271
+2016-08-30 21:02:16,078 DEBUG: View 0 : 0.634920634921
+2016-08-30 21:02:16,098 DEBUG: View 1 : 0.402116402116
+2016-08-30 21:02:16,118 DEBUG: View 2 : 0.481481481481
+2016-08-30 21:02:16,140 DEBUG: View 3 : 0.661375661376
+2016-08-30 21:02:18,537 DEBUG: Best view : View3
+2016-08-30 21:02:37,191 DEBUG: Start: Iteration 272
+2016-08-30 21:02:37,213 DEBUG: View 0 : 0.597883597884
+2016-08-30 21:02:37,233 DEBUG: View 1 : 0.354497354497
+2016-08-30 21:02:37,253 DEBUG: View 2 : 0.433862433862
+2016-08-30 21:02:37,276 DEBUG: View 3 : 0.719576719577
+2016-08-30 21:02:39,690 DEBUG: Best view : View3
+2016-08-30 21:02:58,379 DEBUG: Start: Iteration 273
+2016-08-30 21:02:58,401 DEBUG: View 0 : 0.640211640212
+2016-08-30 21:02:58,420 DEBUG: View 1 : 0.433862433862
+2016-08-30 21:02:58,440 DEBUG: View 2 : 0.550264550265
+2016-08-30 21:02:58,463 DEBUG: View 3 : 0.486772486772
+2016-08-30 21:03:00,942 DEBUG: Best view : View0
+2016-08-30 21:03:19,845 DEBUG: Start: Iteration 274
+2016-08-30 21:03:19,866 DEBUG: View 0 : 0.587301587302
+2016-08-30 21:03:19,886 DEBUG: View 1 : 0.428571428571
+2016-08-30 21:03:19,906 DEBUG: View 2 : 0.634920634921
+2016-08-30 21:03:19,929 DEBUG: View 3 : 0.650793650794
+2016-08-30 21:03:22,344 DEBUG: Best view : View2
+2016-08-30 21:03:41,172 DEBUG: Start: Iteration 275
+2016-08-30 21:03:41,194 DEBUG: View 0 : 0.656084656085
+2016-08-30 21:03:41,213 DEBUG: View 1 : 0.42328042328
+2016-08-30 21:03:41,233 DEBUG: View 2 : 0.502645502646
+2016-08-30 21:03:41,256 DEBUG: View 3 : 0.656084656085
+2016-08-30 21:03:43,684 DEBUG: Best view : View0
+2016-08-30 21:04:02,570 DEBUG: Start: Iteration 276
+2016-08-30 21:04:02,591 DEBUG: View 0 : 0.645502645503
+2016-08-30 21:04:02,611 DEBUG: View 1 : 0.455026455026
+2016-08-30 21:04:02,631 DEBUG: View 2 : 0.486772486772
+2016-08-30 21:04:02,654 DEBUG: View 3 : 0.656084656085
+2016-08-30 21:04:05,107 DEBUG: Best view : View0
+2016-08-30 21:04:24,093 DEBUG: Start: Iteration 277
+2016-08-30 21:04:24,115 DEBUG: View 0 : 0.597883597884
+2016-08-30 21:04:24,134 DEBUG: View 1 : 0.52380952381
+2016-08-30 21:04:24,155 DEBUG: View 2 : 0.571428571429
+2016-08-30 21:04:24,178 DEBUG: View 3 : 0.730158730159
+2016-08-30 21:04:26,629 DEBUG: Best view : View3
+2016-08-30 21:04:45,738 DEBUG: Start: Iteration 278
+2016-08-30 21:04:45,759 DEBUG: View 0 : 0.603174603175
+2016-08-30 21:04:45,779 DEBUG: View 1 : 0.338624338624
+2016-08-30 21:04:45,798 DEBUG: View 2 : 0.492063492063
+2016-08-30 21:04:45,821 DEBUG: View 3 : 0.730158730159
+2016-08-30 21:04:48,305 DEBUG: Best view : View3
+2016-08-30 21:05:07,399 DEBUG: Start: Iteration 279
+2016-08-30 21:05:07,420 DEBUG: View 0 : 0.698412698413
+2016-08-30 21:05:07,441 DEBUG: View 1 : 0.328042328042
+2016-08-30 21:05:07,460 DEBUG: View 2 : 0.481481481481
+2016-08-30 21:05:07,483 DEBUG: View 3 : 0.650793650794
+2016-08-30 21:05:09,936 DEBUG: Best view : View0
+2016-08-30 21:05:29,185 DEBUG: Start: Iteration 280
+2016-08-30 21:05:29,206 DEBUG: View 0 : 0.645502645503
+2016-08-30 21:05:29,225 DEBUG: View 1 : 0.47619047619
+2016-08-30 21:05:29,245 DEBUG: View 2 : 0.603174603175
+2016-08-30 21:05:29,268 DEBUG: View 3 : 0.650793650794
+2016-08-30 21:05:31,737 DEBUG: Best view : View3
+2016-08-30 21:05:50,989 DEBUG: Start: Iteration 281
+2016-08-30 21:05:51,010 DEBUG: View 0 : 0.587301587302
+2016-08-30 21:05:51,030 DEBUG: View 1 : 0.359788359788
+2016-08-30 21:05:51,051 DEBUG: View 2 : 0.449735449735
+2016-08-30 21:05:51,073 DEBUG: View 3 : 0.650793650794
+2016-08-30 21:05:53,581 DEBUG: Best view : View3
+2016-08-30 21:06:12,993 DEBUG: Start: Iteration 282
+2016-08-30 21:06:13,015 DEBUG: View 0 : 0.603174603175
+2016-08-30 21:06:13,035 DEBUG: View 1 : 0.460317460317
+2016-08-30 21:06:13,055 DEBUG: View 2 : 0.465608465608
+2016-08-30 21:06:13,077 DEBUG: View 3 : 0.47619047619
+2016-08-30 21:06:15,575 DEBUG: Best view : View0
+2016-08-30 21:06:34,973 DEBUG: Start: Iteration 283
+2016-08-30 21:06:34,994 DEBUG: View 0 : 0.640211640212
+2016-08-30 21:06:35,014 DEBUG: View 1 : 0.322751322751
+2016-08-30 21:06:35,034 DEBUG: View 2 : 0.455026455026
+2016-08-30 21:06:35,057 DEBUG: View 3 : 0.650793650794
+2016-08-30 21:06:37,560 DEBUG: Best view : View3
+2016-08-30 21:06:57,072 DEBUG: Start: Iteration 284
+2016-08-30 21:06:57,093 DEBUG: View 0 : 0.634920634921
+2016-08-30 21:06:57,113 DEBUG: View 1 : 0.396825396825
+2016-08-30 21:06:57,133 DEBUG: View 2 : 0.47619047619
+2016-08-30 21:06:57,155 DEBUG: View 3 : 0.650793650794
+2016-08-30 21:06:59,654 DEBUG: Best view : View3
+2016-08-30 21:07:19,163 DEBUG: Start: Iteration 285
+2016-08-30 21:07:19,185 DEBUG: View 0 : 0.597883597884
+2016-08-30 21:07:19,205 DEBUG: View 1 : 0.428571428571
+2016-08-30 21:07:19,224 DEBUG: View 2 : 0.613756613757
+2016-08-30 21:07:19,248 DEBUG: View 3 : 0.730158730159
+2016-08-30 21:07:21,775 DEBUG: Best view : View3
+2016-08-30 21:07:41,345 DEBUG: Start: Iteration 286
+2016-08-30 21:07:41,366 DEBUG: View 0 : 0.645502645503
+2016-08-30 21:07:41,386 DEBUG: View 1 : 0.359788359788
+2016-08-30 21:07:41,405 DEBUG: View 2 : 0.492063492063
+2016-08-30 21:07:41,430 DEBUG: View 3 : 0.571428571429
+2016-08-30 21:07:43,979 DEBUG: Best view : View0
+2016-08-30 21:08:03,661 DEBUG: Start: Iteration 287
+2016-08-30 21:08:03,683 DEBUG: View 0 : 0.640211640212
+2016-08-30 21:08:03,702 DEBUG: View 1 : 0.375661375661
+2016-08-30 21:08:03,722 DEBUG: View 2 : 0.502645502646
+2016-08-30 21:08:03,745 DEBUG: View 3 : 0.566137566138
+2016-08-30 21:08:06,292 DEBUG: Best view : View0
+2016-08-30 21:08:26,015 DEBUG: Start: Iteration 288
+2016-08-30 21:08:26,036 DEBUG: View 0 : 0.619047619048
+2016-08-30 21:08:26,055 DEBUG: View 1 : 0.37037037037
+2016-08-30 21:08:26,075 DEBUG: View 2 : 0.544973544974
+2016-08-30 21:08:26,098 DEBUG: View 3 : 0.507936507937
+2016-08-30 21:08:28,642 DEBUG: Best view : View0
+2016-08-30 21:08:48,517 DEBUG: Start: Iteration 289
+2016-08-30 21:08:48,539 DEBUG: View 0 : 0.619047619048
+2016-08-30 21:08:48,559 DEBUG: View 1 : 0.386243386243
+2016-08-30 21:08:48,579 DEBUG: View 2 : 0.492063492063
+2016-08-30 21:08:48,603 DEBUG: View 3 : 0.661375661376
+2016-08-30 21:08:51,181 DEBUG: Best view : View3
+2016-08-30 21:09:11,116 DEBUG: Start: Iteration 290
+2016-08-30 21:09:11,138 DEBUG: View 0 : 0.687830687831
+2016-08-30 21:09:11,158 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:09:11,178 DEBUG: View 2 : 0.481481481481
+2016-08-30 21:09:11,200 DEBUG: View 3 : 0.640211640212
+2016-08-30 21:09:13,768 DEBUG: Best view : View0
+2016-08-30 21:09:33,695 DEBUG: Start: Iteration 291
+2016-08-30 21:09:33,717 DEBUG: View 0 : 0.619047619048
+2016-08-30 21:09:33,737 DEBUG: View 1 : 0.433862433862
+2016-08-30 21:09:33,757 DEBUG: View 2 : 0.497354497354
+2016-08-30 21:09:33,780 DEBUG: View 3 : 0.513227513228
+2016-08-30 21:09:36,363 DEBUG: Best view : View0
+2016-08-30 21:09:56,396 DEBUG: Start: Iteration 292
+2016-08-30 21:09:56,418 DEBUG: View 0 : 0.624338624339
+2016-08-30 21:09:56,437 DEBUG: View 1 : 0.322751322751
+2016-08-30 21:09:56,457 DEBUG: View 2 : 0.534391534392
+2016-08-30 21:09:56,480 DEBUG: View 3 : 0.719576719577
+2016-08-30 21:09:59,056 DEBUG: Best view : View3
+2016-08-30 21:10:19,090 DEBUG: Start: Iteration 293
+2016-08-30 21:10:19,112 DEBUG: View 0 : 0.529100529101
+2016-08-30 21:10:19,132 DEBUG: View 1 : 0.57671957672
+2016-08-30 21:10:19,152 DEBUG: View 2 : 0.497354497354
+2016-08-30 21:10:19,175 DEBUG: View 3 : 0.640211640212
+2016-08-30 21:10:21,771 DEBUG: Best view : View3
+2016-08-30 21:10:41,948 DEBUG: Start: Iteration 294
+2016-08-30 21:10:41,969 DEBUG: View 0 : 0.746031746032
+2016-08-30 21:10:41,989 DEBUG: View 1 : 0.343915343915
+2016-08-30 21:10:42,009 DEBUG: View 2 : 0.407407407407
+2016-08-30 21:10:42,032 DEBUG: View 3 : 0.656084656085
+2016-08-30 21:10:44,613 DEBUG: Best view : View0
+2016-08-30 21:11:04,859 DEBUG: Start: Iteration 295
+2016-08-30 21:11:04,880 DEBUG: View 0 : 0.634920634921
+2016-08-30 21:11:04,900 DEBUG: View 1 : 0.37037037037
+2016-08-30 21:11:04,920 DEBUG: View 2 : 0.597883597884
+2016-08-30 21:11:04,943 DEBUG: View 3 : 0.719576719577
+2016-08-30 21:11:07,524 DEBUG: Best view : View3
+2016-08-30 21:11:27,806 DEBUG: Start: Iteration 296
+2016-08-30 21:11:27,828 DEBUG: View 0 : 0.634920634921
+2016-08-30 21:11:27,847 DEBUG: View 1 : 0.328042328042
+2016-08-30 21:11:27,867 DEBUG: View 2 : 0.507936507937
+2016-08-30 21:11:27,889 DEBUG: View 3 : 0.68253968254
+2016-08-30 21:11:30,494 DEBUG: Best view : View3
+2016-08-30 21:11:50,818 DEBUG: Start: Iteration 297
+2016-08-30 21:11:50,839 DEBUG: View 0 : 0.703703703704
+2016-08-30 21:11:50,858 DEBUG: View 1 : 0.343915343915
+2016-08-30 21:11:50,878 DEBUG: View 2 : 0.42328042328
+2016-08-30 21:11:50,901 DEBUG: View 3 : 0.68253968254
+2016-08-30 21:11:53,519 DEBUG: Best view : View0
+2016-08-30 21:12:13,943 DEBUG: Start: Iteration 298
+2016-08-30 21:12:13,964 DEBUG: View 0 : 0.687830687831
+2016-08-30 21:12:13,984 DEBUG: View 1 : 0.407407407407
+2016-08-30 21:12:14,004 DEBUG: View 2 : 0.550264550265
+2016-08-30 21:12:14,027 DEBUG: View 3 : 0.650793650794
+2016-08-30 21:12:16,634 DEBUG: Best view : View0
+2016-08-30 21:12:37,099 DEBUG: Start: Iteration 299
+2016-08-30 21:12:37,121 DEBUG: View 0 : 0.597883597884
+2016-08-30 21:12:37,140 DEBUG: View 1 : 0.380952380952
+2016-08-30 21:12:37,160 DEBUG: View 2 : 0.396825396825
+2016-08-30 21:12:37,183 DEBUG: View 3 : 0.656084656085
+2016-08-30 21:12:39,818 DEBUG: Best view : View3
+2016-08-30 21:13:00,431 DEBUG: Start: Iteration 300
+2016-08-30 21:13:00,452 DEBUG: View 0 : 0.661375661376
+2016-08-30 21:13:00,472 DEBUG: View 1 : 0.343915343915
+2016-08-30 21:13:00,491 DEBUG: View 2 : 0.502645502646
+2016-08-30 21:13:00,514 DEBUG: View 3 : 0.661375661376
+2016-08-30 21:13:03,152 DEBUG: Best view : View0
+2016-08-30 21:13:23,751 DEBUG: Start: Iteration 301
+2016-08-30 21:13:23,773 DEBUG: View 0 : 0.640211640212
+2016-08-30 21:13:23,793 DEBUG: View 1 : 0.42328042328
+2016-08-30 21:13:23,813 DEBUG: View 2 : 0.486772486772
+2016-08-30 21:13:23,836 DEBUG: View 3 : 0.640211640212
+2016-08-30 21:13:26,468 DEBUG: Best view : View3
+2016-08-30 21:13:47,243 DEBUG: Start: Iteration 302
+2016-08-30 21:13:47,267 DEBUG: View 0 : 0.640211640212
+2016-08-30 21:13:47,289 DEBUG: View 1 : 0.566137566138
+2016-08-30 21:13:47,312 DEBUG: View 2 : 0.349206349206
+2016-08-30 21:13:47,337 DEBUG: View 3 : 0.671957671958
+2016-08-30 21:13:50,031 DEBUG: Best view : View3
+2016-08-30 21:14:10,856 INFO: Start: Classification
+2016-08-30 21:14:44,078 INFO: Done: Fold number 3
+2016-08-30 21:14:44,078 INFO: Start: Fold number 4
+2016-08-30 21:14:52,141 DEBUG: Start: Iteration 1
+2016-08-30 21:14:52,163 DEBUG: View 0 : 0.112903225806
+2016-08-30 21:14:52,182 DEBUG: View 1 : 0.134408602151
+2016-08-30 21:14:52,200 DEBUG: View 2 : 0.150537634409
+2016-08-30 21:14:52,223 DEBUG: View 3 : 0.139784946237
+2016-08-30 21:14:52,223 WARNING: WARNING: All bad for iteration 0
+2016-08-30 21:14:52,620 DEBUG: Best view : View0
+2016-08-30 21:14:52,740 DEBUG: Start: Iteration 2
+2016-08-30 21:14:52,762 DEBUG: View 0 : 0.661290322581
+2016-08-30 21:14:52,781 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:14:52,801 DEBUG: View 2 : 0.52688172043
+2016-08-30 21:14:52,823 DEBUG: View 3 : 0.768817204301
+2016-08-30 21:14:53,130 DEBUG: Best view : View3
+2016-08-30 21:14:53,321 DEBUG: Start: Iteration 3
+2016-08-30 21:14:53,341 DEBUG: View 0 : 0.682795698925
+2016-08-30 21:14:53,361 DEBUG: View 1 : 0.349462365591
+2016-08-30 21:14:53,380 DEBUG: View 2 : 0.602150537634
+2016-08-30 21:14:53,402 DEBUG: View 3 : 0.768817204301
+2016-08-30 21:14:53,838 DEBUG: Best view : View3
+2016-08-30 21:14:54,109 DEBUG: Start: Iteration 4
+2016-08-30 21:14:54,131 DEBUG: View 0 : 0.403225806452
+2016-08-30 21:14:54,150 DEBUG: View 1 : 0.301075268817
+2016-08-30 21:14:54,169 DEBUG: View 2 : 0.596774193548
+2016-08-30 21:14:54,192 DEBUG: View 3 : 0.720430107527
+2016-08-30 21:14:54,566 DEBUG: Best view : View3
+2016-08-30 21:14:54,896 DEBUG: Start: Iteration 5
+2016-08-30 21:14:54,917 DEBUG: View 0 : 0.47311827957
+2016-08-30 21:14:54,936 DEBUG: View 1 : 0.317204301075
+2016-08-30 21:14:54,955 DEBUG: View 2 : 0.602150537634
+2016-08-30 21:14:54,977 DEBUG: View 3 : 0.672043010753
+2016-08-30 21:14:55,342 DEBUG: Best view : View3
+2016-08-30 21:14:55,742 DEBUG: Start: Iteration 6
+2016-08-30 21:14:55,763 DEBUG: View 0 : 0.629032258065
+2016-08-30 21:14:55,783 DEBUG: View 1 : 0.301075268817
+2016-08-30 21:14:55,802 DEBUG: View 2 : 0.532258064516
+2016-08-30 21:14:55,825 DEBUG: View 3 : 0.672043010753
+2016-08-30 21:14:56,208 DEBUG: Best view : View3
+2016-08-30 21:14:56,675 DEBUG: Start: Iteration 7
+2016-08-30 21:14:56,697 DEBUG: View 0 : 0.510752688172
+2016-08-30 21:14:56,716 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:14:56,736 DEBUG: View 2 : 0.478494623656
+2016-08-30 21:14:56,759 DEBUG: View 3 : 0.596774193548
+2016-08-30 21:14:57,143 DEBUG: Best view : View3
+2016-08-30 21:14:57,676 DEBUG: Start: Iteration 8
+2016-08-30 21:14:57,697 DEBUG: View 0 : 0.505376344086
+2016-08-30 21:14:57,716 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:14:57,735 DEBUG: View 2 : 0.564516129032
+2016-08-30 21:14:57,760 DEBUG: View 3 : 0.354838709677
+2016-08-30 21:14:58,148 DEBUG: Best view : View2
+2016-08-30 21:14:58,745 DEBUG: Start: Iteration 9
+2016-08-30 21:14:58,766 DEBUG: View 0 : 0.55376344086
+2016-08-30 21:14:58,785 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:14:58,805 DEBUG: View 2 : 0.596774193548
+2016-08-30 21:14:58,827 DEBUG: View 3 : 0.456989247312
+2016-08-30 21:14:59,253 DEBUG: Best view : View2
+2016-08-30 21:14:59,920 DEBUG: Start: Iteration 10
+2016-08-30 21:14:59,942 DEBUG: View 0 : 0.596774193548
+2016-08-30 21:14:59,961 DEBUG: View 1 : 0.301075268817
+2016-08-30 21:14:59,980 DEBUG: View 2 : 0.639784946237
+2016-08-30 21:15:00,003 DEBUG: View 3 : 0.456989247312
+2016-08-30 21:15:00,411 DEBUG: Best view : View2
+2016-08-30 21:15:01,159 DEBUG: Start: Iteration 11
+2016-08-30 21:15:01,180 DEBUG: View 0 : 0.489247311828
+2016-08-30 21:15:01,199 DEBUG: View 1 : 0.483870967742
+2016-08-30 21:15:01,218 DEBUG: View 2 : 0.424731182796
+2016-08-30 21:15:01,240 DEBUG: View 3 : 0.456989247312
+2016-08-30 21:15:01,240 WARNING: WARNING: All bad for iteration 10
+2016-08-30 21:15:01,651 DEBUG: Best view : View1
+2016-08-30 21:15:02,454 DEBUG: Start: Iteration 12
+2016-08-30 21:15:02,474 DEBUG: View 0 : 0.489247311828
+2016-08-30 21:15:02,493 DEBUG: View 1 : 0.413978494624
+2016-08-30 21:15:02,513 DEBUG: View 2 : 0.430107526882
+2016-08-30 21:15:02,536 DEBUG: View 3 : 0.456989247312
+2016-08-30 21:15:02,537 WARNING: WARNING: All bad for iteration 11
+2016-08-30 21:15:02,954 DEBUG: Best view : View3
+2016-08-30 21:15:03,823 DEBUG: Start: Iteration 13
+2016-08-30 21:15:03,844 DEBUG: View 0 : 0.521505376344
+2016-08-30 21:15:03,864 DEBUG: View 1 : 0.408602150538
+2016-08-30 21:15:03,884 DEBUG: View 2 : 0.559139784946
+2016-08-30 21:15:03,906 DEBUG: View 3 : 0.456989247312
+2016-08-30 21:15:04,338 DEBUG: Best view : View2
+2016-08-30 21:15:05,280 DEBUG: Start: Iteration 14
+2016-08-30 21:15:05,302 DEBUG: View 0 : 0.602150537634
+2016-08-30 21:15:05,321 DEBUG: View 1 : 0.354838709677
+2016-08-30 21:15:05,341 DEBUG: View 2 : 0.494623655914
+2016-08-30 21:15:05,364 DEBUG: View 3 : 0.456989247312
+2016-08-30 21:15:05,806 DEBUG: Best view : View0
+2016-08-30 21:15:06,812 DEBUG: Start: Iteration 15
+2016-08-30 21:15:06,834 DEBUG: View 0 : 0.543010752688
+2016-08-30 21:15:06,853 DEBUG: View 1 : 0.317204301075
+2016-08-30 21:15:06,872 DEBUG: View 2 : 0.456989247312
+2016-08-30 21:15:06,895 DEBUG: View 3 : 0.456989247312
+2016-08-30 21:15:07,344 DEBUG: Best view : View0
+2016-08-30 21:15:08,417 DEBUG: Start: Iteration 16
+2016-08-30 21:15:08,438 DEBUG: View 0 : 0.736559139785
+2016-08-30 21:15:08,458 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:15:08,477 DEBUG: View 2 : 0.39247311828
+2016-08-30 21:15:08,500 DEBUG: View 3 : 0.456989247312
+2016-08-30 21:15:08,966 DEBUG: Best view : View0
+2016-08-30 21:15:10,141 DEBUG: Start: Iteration 17
+2016-08-30 21:15:10,162 DEBUG: View 0 : 0.516129032258
+2016-08-30 21:15:10,182 DEBUG: View 1 : 0.338709677419
+2016-08-30 21:15:10,201 DEBUG: View 2 : 0.564516129032
+2016-08-30 21:15:10,224 DEBUG: View 3 : 0.451612903226
+2016-08-30 21:15:10,689 DEBUG: Best view : View2
+2016-08-30 21:15:11,900 DEBUG: Start: Iteration 18
+2016-08-30 21:15:11,921 DEBUG: View 0 : 0.586021505376
+2016-08-30 21:15:11,940 DEBUG: View 1 : 0.435483870968
+2016-08-30 21:15:11,960 DEBUG: View 2 : 0.424731182796
+2016-08-30 21:15:11,982 DEBUG: View 3 : 0.456989247312
+2016-08-30 21:15:12,456 DEBUG: Best view : View0
+2016-08-30 21:15:13,734 DEBUG: Start: Iteration 19
+2016-08-30 21:15:13,755 DEBUG: View 0 : 0.489247311828
+2016-08-30 21:15:13,774 DEBUG: View 1 : 0.370967741935
+2016-08-30 21:15:13,793 DEBUG: View 2 : 0.559139784946
+2016-08-30 21:15:13,816 DEBUG: View 3 : 0.456989247312
+2016-08-30 21:15:14,297 DEBUG: Best view : View2
+2016-08-30 21:15:15,646 DEBUG: Start: Iteration 20
+2016-08-30 21:15:15,668 DEBUG: View 0 : 0.58064516129
+2016-08-30 21:15:15,687 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:15:15,707 DEBUG: View 2 : 0.483870967742
+2016-08-30 21:15:15,731 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:15:16,219 DEBUG: Best view : View0
+2016-08-30 21:15:17,637 DEBUG: Start: Iteration 21
+2016-08-30 21:15:17,657 DEBUG: View 0 : 0.55376344086
+2016-08-30 21:15:17,676 DEBUG: View 1 : 0.537634408602
+2016-08-30 21:15:17,695 DEBUG: View 2 : 0.424731182796
+2016-08-30 21:15:17,718 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:15:18,210 DEBUG: Best view : View1
+2016-08-30 21:15:19,694 DEBUG: Start: Iteration 22
+2016-08-30 21:15:19,714 DEBUG: View 0 : 0.575268817204
+2016-08-30 21:15:19,734 DEBUG: View 1 : 0.376344086022
+2016-08-30 21:15:19,753 DEBUG: View 2 : 0.548387096774
+2016-08-30 21:15:19,776 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:15:20,281 DEBUG: Best view : View0
+2016-08-30 21:15:21,836 DEBUG: Start: Iteration 23
+2016-08-30 21:15:21,859 DEBUG: View 0 : 0.537634408602
+2016-08-30 21:15:21,880 DEBUG: View 1 : 0.338709677419
+2016-08-30 21:15:21,903 DEBUG: View 2 : 0.521505376344
+2016-08-30 21:15:21,928 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:15:22,515 DEBUG: Best view : View2
+2016-08-30 21:15:24,153 DEBUG: Start: Iteration 24
+2016-08-30 21:15:24,174 DEBUG: View 0 : 0.60752688172
+2016-08-30 21:15:24,194 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:15:24,213 DEBUG: View 2 : 0.430107526882
+2016-08-30 21:15:24,235 DEBUG: View 3 : 0.467741935484
+2016-08-30 21:15:24,760 DEBUG: Best view : View0
+2016-08-30 21:15:26,447 DEBUG: Start: Iteration 25
+2016-08-30 21:15:26,467 DEBUG: View 0 : 0.645161290323
+2016-08-30 21:15:26,486 DEBUG: View 1 : 0.290322580645
+2016-08-30 21:15:26,506 DEBUG: View 2 : 0.586021505376
+2016-08-30 21:15:26,529 DEBUG: View 3 : 0.467741935484
+2016-08-30 21:15:27,052 DEBUG: Best view : View0
+2016-08-30 21:15:28,808 DEBUG: Start: Iteration 26
+2016-08-30 21:15:28,828 DEBUG: View 0 : 0.634408602151
+2016-08-30 21:15:28,848 DEBUG: View 1 : 0.322580645161
+2016-08-30 21:15:28,867 DEBUG: View 2 : 0.467741935484
+2016-08-30 21:15:28,890 DEBUG: View 3 : 0.467741935484
+2016-08-30 21:15:29,428 DEBUG: Best view : View0
+2016-08-30 21:15:31,246 DEBUG: Start: Iteration 27
+2016-08-30 21:15:31,267 DEBUG: View 0 : 0.602150537634
+2016-08-30 21:15:31,286 DEBUG: View 1 : 0.370967741935
+2016-08-30 21:15:31,306 DEBUG: View 2 : 0.569892473118
+2016-08-30 21:15:31,329 DEBUG: View 3 : 0.467741935484
+2016-08-30 21:15:31,869 DEBUG: Best view : View0
+2016-08-30 21:15:33,758 DEBUG: Start: Iteration 28
+2016-08-30 21:15:33,780 DEBUG: View 0 : 0.478494623656
+2016-08-30 21:15:33,801 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:15:33,822 DEBUG: View 2 : 0.532258064516
+2016-08-30 21:15:33,847 DEBUG: View 3 : 0.467741935484
+2016-08-30 21:15:34,442 DEBUG: Best view : View2
+2016-08-30 21:15:36,397 DEBUG: Start: Iteration 29
+2016-08-30 21:15:36,417 DEBUG: View 0 : 0.575268817204
+2016-08-30 21:15:36,437 DEBUG: View 1 : 0.311827956989
+2016-08-30 21:15:36,456 DEBUG: View 2 : 0.516129032258
+2016-08-30 21:15:36,478 DEBUG: View 3 : 0.811827956989
+2016-08-30 21:15:37,034 DEBUG: Best view : View3
+2016-08-30 21:15:39,053 DEBUG: Start: Iteration 30
+2016-08-30 21:15:39,074 DEBUG: View 0 : 0.5
+2016-08-30 21:15:39,093 DEBUG: View 1 : 0.290322580645
+2016-08-30 21:15:39,113 DEBUG: View 2 : 0.548387096774
+2016-08-30 21:15:39,135 DEBUG: View 3 : 0.811827956989
+2016-08-30 21:15:39,693 DEBUG: Best view : View3
+2016-08-30 21:15:41,790 DEBUG: Start: Iteration 31
+2016-08-30 21:15:41,811 DEBUG: View 0 : 0.548387096774
+2016-08-30 21:15:41,830 DEBUG: View 1 : 0.370967741935
+2016-08-30 21:15:41,849 DEBUG: View 2 : 0.564516129032
+2016-08-30 21:15:41,872 DEBUG: View 3 : 0.763440860215
+2016-08-30 21:15:42,437 DEBUG: Best view : View3
+2016-08-30 21:15:44,597 DEBUG: Start: Iteration 32
+2016-08-30 21:15:44,618 DEBUG: View 0 : 0.521505376344
+2016-08-30 21:15:44,638 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:15:44,657 DEBUG: View 2 : 0.478494623656
+2016-08-30 21:15:44,679 DEBUG: View 3 : 0.774193548387
+2016-08-30 21:15:45,254 DEBUG: Best view : View3
+2016-08-30 21:15:47,491 DEBUG: Start: Iteration 33
+2016-08-30 21:15:47,511 DEBUG: View 0 : 0.602150537634
+2016-08-30 21:15:47,531 DEBUG: View 1 : 0.349462365591
+2016-08-30 21:15:47,550 DEBUG: View 2 : 0.596774193548
+2016-08-30 21:15:47,573 DEBUG: View 3 : 0.365591397849
+2016-08-30 21:15:48,159 DEBUG: Best view : View2
+2016-08-30 21:15:50,468 DEBUG: Start: Iteration 34
+2016-08-30 21:15:50,489 DEBUG: View 0 : 0.559139784946
+2016-08-30 21:15:50,509 DEBUG: View 1 : 0.301075268817
+2016-08-30 21:15:50,528 DEBUG: View 2 : 0.467741935484
+2016-08-30 21:15:50,551 DEBUG: View 3 : 0.365591397849
+2016-08-30 21:15:51,141 DEBUG: Best view : View0
+2016-08-30 21:15:53,510 DEBUG: Start: Iteration 35
+2016-08-30 21:15:53,530 DEBUG: View 0 : 0.575268817204
+2016-08-30 21:15:53,549 DEBUG: View 1 : 0.440860215054
+2016-08-30 21:15:53,569 DEBUG: View 2 : 0.548387096774
+2016-08-30 21:15:53,591 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:15:54,190 DEBUG: Best view : View0
+2016-08-30 21:15:56,636 DEBUG: Start: Iteration 36
+2016-08-30 21:15:56,657 DEBUG: View 0 : 0.639784946237
+2016-08-30 21:15:56,676 DEBUG: View 1 : 0.311827956989
+2016-08-30 21:15:56,696 DEBUG: View 2 : 0.451612903226
+2016-08-30 21:15:56,718 DEBUG: View 3 : 0.478494623656
+2016-08-30 21:15:57,324 DEBUG: Best view : View0
+2016-08-30 21:15:59,822 DEBUG: Start: Iteration 37
+2016-08-30 21:15:59,843 DEBUG: View 0 : 0.634408602151
+2016-08-30 21:15:59,863 DEBUG: View 1 : 0.311827956989
+2016-08-30 21:15:59,882 DEBUG: View 2 : 0.403225806452
+2016-08-30 21:15:59,905 DEBUG: View 3 : 0.47311827957
+2016-08-30 21:16:00,573 DEBUG: Best view : View0
+2016-08-30 21:16:03,141 DEBUG: Start: Iteration 38
+2016-08-30 21:16:03,162 DEBUG: View 0 : 0.47311827957
+2016-08-30 21:16:03,181 DEBUG: View 1 : 0.451612903226
+2016-08-30 21:16:03,201 DEBUG: View 2 : 0.516129032258
+2016-08-30 21:16:03,223 DEBUG: View 3 : 0.47311827957
+2016-08-30 21:16:03,865 DEBUG: Best view : View2
+2016-08-30 21:16:06,515 DEBUG: Start: Iteration 39
+2016-08-30 21:16:06,536 DEBUG: View 0 : 0.58064516129
+2016-08-30 21:16:06,556 DEBUG: View 1 : 0.311827956989
+2016-08-30 21:16:06,575 DEBUG: View 2 : 0.462365591398
+2016-08-30 21:16:06,598 DEBUG: View 3 : 0.47311827957
+2016-08-30 21:16:07,232 DEBUG: Best view : View0
+2016-08-30 21:16:09,944 DEBUG: Start: Iteration 40
+2016-08-30 21:16:09,966 DEBUG: View 0 : 0.645161290323
+2016-08-30 21:16:09,986 DEBUG: View 1 : 0.370967741935
+2016-08-30 21:16:10,005 DEBUG: View 2 : 0.58064516129
+2016-08-30 21:16:10,030 DEBUG: View 3 : 0.47311827957
+2016-08-30 21:16:10,670 DEBUG: Best view : View0
+2016-08-30 21:16:13,442 DEBUG: Start: Iteration 41
+2016-08-30 21:16:13,463 DEBUG: View 0 : 0.575268817204
+2016-08-30 21:16:13,482 DEBUG: View 1 : 0.338709677419
+2016-08-30 21:16:13,501 DEBUG: View 2 : 0.5
+2016-08-30 21:16:13,524 DEBUG: View 3 : 0.47311827957
+2016-08-30 21:16:14,170 DEBUG: Best view : View0
+2016-08-30 21:16:17,020 DEBUG: Start: Iteration 42
+2016-08-30 21:16:17,041 DEBUG: View 0 : 0.521505376344
+2016-08-30 21:16:17,060 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:16:17,079 DEBUG: View 2 : 0.516129032258
+2016-08-30 21:16:17,101 DEBUG: View 3 : 0.467741935484
+2016-08-30 21:16:17,761 DEBUG: Best view : View2
+2016-08-30 21:16:20,682 DEBUG: Start: Iteration 43
+2016-08-30 21:16:20,703 DEBUG: View 0 : 0.52688172043
+2016-08-30 21:16:20,722 DEBUG: View 1 : 0.349462365591
+2016-08-30 21:16:20,741 DEBUG: View 2 : 0.569892473118
+2016-08-30 21:16:20,764 DEBUG: View 3 : 0.47311827957
+2016-08-30 21:16:21,425 DEBUG: Best view : View2
+2016-08-30 21:16:24,397 DEBUG: Start: Iteration 44
+2016-08-30 21:16:24,418 DEBUG: View 0 : 0.623655913978
+2016-08-30 21:16:24,437 DEBUG: View 1 : 0.344086021505
+2016-08-30 21:16:24,457 DEBUG: View 2 : 0.596774193548
+2016-08-30 21:16:24,479 DEBUG: View 3 : 0.47311827957
+2016-08-30 21:16:25,150 DEBUG: Best view : View2
+2016-08-30 21:16:28,200 DEBUG: Start: Iteration 45
+2016-08-30 21:16:28,221 DEBUG: View 0 : 0.521505376344
+2016-08-30 21:16:28,240 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:16:28,261 DEBUG: View 2 : 0.645161290323
+2016-08-30 21:16:28,283 DEBUG: View 3 : 0.47311827957
+2016-08-30 21:16:28,965 DEBUG: Best view : View2
+2016-08-30 21:16:32,115 DEBUG: Start: Iteration 46
+2016-08-30 21:16:32,136 DEBUG: View 0 : 0.510752688172
+2016-08-30 21:16:32,155 DEBUG: View 1 : 0.354838709677
+2016-08-30 21:16:32,175 DEBUG: View 2 : 0.543010752688
+2016-08-30 21:16:32,197 DEBUG: View 3 : 0.747311827957
+2016-08-30 21:16:32,888 DEBUG: Best view : View3
+2016-08-30 21:16:36,071 DEBUG: Start: Iteration 47
+2016-08-30 21:16:36,092 DEBUG: View 0 : 0.60752688172
+2016-08-30 21:16:36,111 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:16:36,131 DEBUG: View 2 : 0.306451612903
+2016-08-30 21:16:36,153 DEBUG: View 3 : 0.47311827957
+2016-08-30 21:16:36,844 DEBUG: Best view : View0
+2016-08-30 21:16:40,084 DEBUG: Start: Iteration 48
+2016-08-30 21:16:40,105 DEBUG: View 0 : 0.618279569892
+2016-08-30 21:16:40,125 DEBUG: View 1 : 0.306451612903
+2016-08-30 21:16:40,144 DEBUG: View 2 : 0.55376344086
+2016-08-30 21:16:40,166 DEBUG: View 3 : 0.365591397849
+2016-08-30 21:16:40,872 DEBUG: Best view : View0
+2016-08-30 21:16:44,177 DEBUG: Start: Iteration 49
+2016-08-30 21:16:44,198 DEBUG: View 0 : 0.537634408602
+2016-08-30 21:16:44,217 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:16:44,236 DEBUG: View 2 : 0.639784946237
+2016-08-30 21:16:44,259 DEBUG: View 3 : 0.784946236559
+2016-08-30 21:16:44,971 DEBUG: Best view : View3
+2016-08-30 21:16:48,350 DEBUG: Start: Iteration 50
+2016-08-30 21:16:48,371 DEBUG: View 0 : 0.575268817204
+2016-08-30 21:16:48,390 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:16:48,410 DEBUG: View 2 : 0.704301075269
+2016-08-30 21:16:48,432 DEBUG: View 3 : 0.822580645161
+2016-08-30 21:16:49,156 DEBUG: Best view : View3
+2016-08-30 21:16:52,604 DEBUG: Start: Iteration 51
+2016-08-30 21:16:52,626 DEBUG: View 0 : 0.698924731183
+2016-08-30 21:16:52,645 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:16:52,664 DEBUG: View 2 : 0.489247311828
+2016-08-30 21:16:52,687 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:16:53,413 DEBUG: Best view : View0
+2016-08-30 21:16:56,920 DEBUG: Start: Iteration 52
+2016-08-30 21:16:56,941 DEBUG: View 0 : 0.612903225806
+2016-08-30 21:16:56,960 DEBUG: View 1 : 0.370967741935
+2016-08-30 21:16:56,980 DEBUG: View 2 : 0.532258064516
+2016-08-30 21:16:57,003 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:16:57,739 DEBUG: Best view : View0
+2016-08-30 21:17:01,339 DEBUG: Start: Iteration 53
+2016-08-30 21:17:01,360 DEBUG: View 0 : 0.623655913978
+2016-08-30 21:17:01,379 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:17:01,398 DEBUG: View 2 : 0.430107526882
+2016-08-30 21:17:01,421 DEBUG: View 3 : 0.387096774194
+2016-08-30 21:17:02,167 DEBUG: Best view : View0
+2016-08-30 21:17:05,835 DEBUG: Start: Iteration 54
+2016-08-30 21:17:05,857 DEBUG: View 0 : 0.564516129032
+2016-08-30 21:17:05,876 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:17:05,896 DEBUG: View 2 : 0.435483870968
+2016-08-30 21:17:05,919 DEBUG: View 3 : 0.655913978495
+2016-08-30 21:17:06,668 DEBUG: Best view : View3
+2016-08-30 21:17:10,385 DEBUG: Start: Iteration 55
+2016-08-30 21:17:10,407 DEBUG: View 0 : 0.629032258065
+2016-08-30 21:17:10,427 DEBUG: View 1 : 0.387096774194
+2016-08-30 21:17:10,448 DEBUG: View 2 : 0.596774193548
+2016-08-30 21:17:10,471 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:17:11,231 DEBUG: Best view : View0
+2016-08-30 21:17:15,043 DEBUG: Start: Iteration 56
+2016-08-30 21:17:15,065 DEBUG: View 0 : 0.655913978495
+2016-08-30 21:17:15,085 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:17:15,105 DEBUG: View 2 : 0.575268817204
+2016-08-30 21:17:15,129 DEBUG: View 3 : 0.365591397849
+2016-08-30 21:17:15,900 DEBUG: Best view : View0
+2016-08-30 21:17:19,755 DEBUG: Start: Iteration 57
+2016-08-30 21:17:19,777 DEBUG: View 0 : 0.666666666667
+2016-08-30 21:17:19,796 DEBUG: View 1 : 0.279569892473
+2016-08-30 21:17:19,815 DEBUG: View 2 : 0.44623655914
+2016-08-30 21:17:19,837 DEBUG: View 3 : 0.774193548387
+2016-08-30 21:17:20,607 DEBUG: Best view : View3
+2016-08-30 21:17:24,531 DEBUG: Start: Iteration 58
+2016-08-30 21:17:24,552 DEBUG: View 0 : 0.661290322581
+2016-08-30 21:17:24,572 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:17:24,591 DEBUG: View 2 : 0.47311827957
+2016-08-30 21:17:24,613 DEBUG: View 3 : 0.811827956989
+2016-08-30 21:17:25,393 DEBUG: Best view : View3
+2016-08-30 21:17:29,402 DEBUG: Start: Iteration 59
+2016-08-30 21:17:29,423 DEBUG: View 0 : 0.704301075269
+2016-08-30 21:17:29,442 DEBUG: View 1 : 0.370967741935
+2016-08-30 21:17:29,461 DEBUG: View 2 : 0.462365591398
+2016-08-30 21:17:29,483 DEBUG: View 3 : 0.467741935484
+2016-08-30 21:17:30,299 DEBUG: Best view : View0
+2016-08-30 21:17:34,399 DEBUG: Start: Iteration 60
+2016-08-30 21:17:34,420 DEBUG: View 0 : 0.510752688172
+2016-08-30 21:17:34,439 DEBUG: View 1 : 0.279569892473
+2016-08-30 21:17:34,459 DEBUG: View 2 : 0.5
+2016-08-30 21:17:34,481 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:17:35,277 DEBUG: Best view : View2
+2016-08-30 21:17:39,403 DEBUG: Start: Iteration 61
+2016-08-30 21:17:39,424 DEBUG: View 0 : 0.586021505376
+2016-08-30 21:17:39,443 DEBUG: View 1 : 0.456989247312
+2016-08-30 21:17:39,464 DEBUG: View 2 : 0.655913978495
+2016-08-30 21:17:39,486 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:17:40,285 DEBUG: Best view : View2
+2016-08-30 21:17:44,474 DEBUG: Start: Iteration 62
+2016-08-30 21:17:44,495 DEBUG: View 0 : 0.650537634409
+2016-08-30 21:17:44,516 DEBUG: View 1 : 0.344086021505
+2016-08-30 21:17:44,536 DEBUG: View 2 : 0.52688172043
+2016-08-30 21:17:44,559 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:17:45,372 DEBUG: Best view : View0
+2016-08-30 21:17:49,636 DEBUG: Start: Iteration 63
+2016-08-30 21:17:49,658 DEBUG: View 0 : 0.591397849462
+2016-08-30 21:17:49,677 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:17:49,697 DEBUG: View 2 : 0.60752688172
+2016-08-30 21:17:49,720 DEBUG: View 3 : 0.413978494624
+2016-08-30 21:17:50,538 DEBUG: Best view : View2
+2016-08-30 21:17:54,876 DEBUG: Start: Iteration 64
+2016-08-30 21:17:54,897 DEBUG: View 0 : 0.634408602151
+2016-08-30 21:17:54,917 DEBUG: View 1 : 0.311827956989
+2016-08-30 21:17:54,937 DEBUG: View 2 : 0.413978494624
+2016-08-30 21:17:54,959 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:17:55,787 DEBUG: Best view : View0
+2016-08-30 21:18:00,200 DEBUG: Start: Iteration 65
+2016-08-30 21:18:00,220 DEBUG: View 0 : 0.661290322581
+2016-08-30 21:18:00,239 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:18:00,259 DEBUG: View 2 : 0.478494623656
+2016-08-30 21:18:00,282 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:18:01,123 DEBUG: Best view : View0
+2016-08-30 21:18:05,600 DEBUG: Start: Iteration 66
+2016-08-30 21:18:05,622 DEBUG: View 0 : 0.537634408602
+2016-08-30 21:18:05,641 DEBUG: View 1 : 0.403225806452
+2016-08-30 21:18:05,660 DEBUG: View 2 : 0.569892473118
+2016-08-30 21:18:05,683 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:18:06,531 DEBUG: Best view : View2
+2016-08-30 21:18:11,065 DEBUG: Start: Iteration 67
+2016-08-30 21:18:11,085 DEBUG: View 0 : 0.602150537634
+2016-08-30 21:18:11,105 DEBUG: View 1 : 0.306451612903
+2016-08-30 21:18:11,125 DEBUG: View 2 : 0.44623655914
+2016-08-30 21:18:11,147 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:18:11,993 DEBUG: Best view : View0
+2016-08-30 21:18:16,593 DEBUG: Start: Iteration 68
+2016-08-30 21:18:16,614 DEBUG: View 0 : 0.52688172043
+2016-08-30 21:18:16,633 DEBUG: View 1 : 0.295698924731
+2016-08-30 21:18:16,653 DEBUG: View 2 : 0.52688172043
+2016-08-30 21:18:16,677 DEBUG: View 3 : 0.47311827957
+2016-08-30 21:18:17,537 DEBUG: Best view : View2
+2016-08-30 21:18:22,242 DEBUG: Start: Iteration 69
+2016-08-30 21:18:22,262 DEBUG: View 0 : 0.672043010753
+2016-08-30 21:18:22,282 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:18:22,301 DEBUG: View 2 : 0.661290322581
+2016-08-30 21:18:22,324 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:18:23,192 DEBUG: Best view : View2
+2016-08-30 21:18:27,922 DEBUG: Start: Iteration 70
+2016-08-30 21:18:27,943 DEBUG: View 0 : 0.559139784946
+2016-08-30 21:18:27,963 DEBUG: View 1 : 0.47311827957
+2016-08-30 21:18:27,982 DEBUG: View 2 : 0.543010752688
+2016-08-30 21:18:28,004 DEBUG: View 3 : 0.790322580645
+2016-08-30 21:18:28,882 DEBUG: Best view : View3
+2016-08-30 21:18:33,696 DEBUG: Start: Iteration 71
+2016-08-30 21:18:33,717 DEBUG: View 0 : 0.618279569892
+2016-08-30 21:18:33,737 DEBUG: View 1 : 0.370967741935
+2016-08-30 21:18:33,757 DEBUG: View 2 : 0.435483870968
+2016-08-30 21:18:33,779 DEBUG: View 3 : 0.790322580645
+2016-08-30 21:18:34,672 DEBUG: Best view : View3
+2016-08-30 21:18:39,584 DEBUG: Start: Iteration 72
+2016-08-30 21:18:39,605 DEBUG: View 0 : 0.564516129032
+2016-08-30 21:18:39,625 DEBUG: View 1 : 0.311827956989
+2016-08-30 21:18:39,644 DEBUG: View 2 : 0.586021505376
+2016-08-30 21:18:39,666 DEBUG: View 3 : 0.741935483871
+2016-08-30 21:18:40,552 DEBUG: Best view : View3
+2016-08-30 21:18:45,489 DEBUG: Start: Iteration 73
+2016-08-30 21:18:45,510 DEBUG: View 0 : 0.510752688172
+2016-08-30 21:18:45,530 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:18:45,549 DEBUG: View 2 : 0.52688172043
+2016-08-30 21:18:45,572 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:18:46,465 DEBUG: Best view : View2
+2016-08-30 21:18:51,463 DEBUG: Start: Iteration 74
+2016-08-30 21:18:51,485 DEBUG: View 0 : 0.521505376344
+2016-08-30 21:18:51,504 DEBUG: View 1 : 0.39247311828
+2016-08-30 21:18:51,525 DEBUG: View 2 : 0.639784946237
+2016-08-30 21:18:51,548 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:18:52,441 DEBUG: Best view : View2
+2016-08-30 21:18:57,522 DEBUG: Start: Iteration 75
+2016-08-30 21:18:57,544 DEBUG: View 0 : 0.52688172043
+2016-08-30 21:18:57,563 DEBUG: View 1 : 0.47311827957
+2016-08-30 21:18:57,583 DEBUG: View 2 : 0.569892473118
+2016-08-30 21:18:57,606 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:18:58,511 DEBUG: Best view : View2
+2016-08-30 21:19:03,666 DEBUG: Start: Iteration 76
+2016-08-30 21:19:03,687 DEBUG: View 0 : 0.666666666667
+2016-08-30 21:19:03,706 DEBUG: View 1 : 0.338709677419
+2016-08-30 21:19:03,726 DEBUG: View 2 : 0.645161290323
+2016-08-30 21:19:03,749 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:19:04,667 DEBUG: Best view : View2
+2016-08-30 21:19:09,863 DEBUG: Start: Iteration 77
+2016-08-30 21:19:09,885 DEBUG: View 0 : 0.623655913978
+2016-08-30 21:19:09,905 DEBUG: View 1 : 0.354838709677
+2016-08-30 21:19:09,924 DEBUG: View 2 : 0.58064516129
+2016-08-30 21:19:09,947 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:19:10,866 DEBUG: Best view : View0
+2016-08-30 21:19:16,158 DEBUG: Start: Iteration 78
+2016-08-30 21:19:16,178 DEBUG: View 0 : 0.47311827957
+2016-08-30 21:19:16,199 DEBUG: View 1 : 0.39247311828
+2016-08-30 21:19:16,218 DEBUG: View 2 : 0.532258064516
+2016-08-30 21:19:16,241 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:19:17,172 DEBUG: Best view : View2
+2016-08-30 21:19:22,509 DEBUG: Start: Iteration 79
+2016-08-30 21:19:22,530 DEBUG: View 0 : 0.575268817204
+2016-08-30 21:19:22,550 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:19:22,570 DEBUG: View 2 : 0.505376344086
+2016-08-30 21:19:22,593 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:19:23,528 DEBUG: Best view : View0
+2016-08-30 21:19:28,930 DEBUG: Start: Iteration 80
+2016-08-30 21:19:28,951 DEBUG: View 0 : 0.682795698925
+2016-08-30 21:19:28,971 DEBUG: View 1 : 0.344086021505
+2016-08-30 21:19:28,990 DEBUG: View 2 : 0.510752688172
+2016-08-30 21:19:29,013 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:19:29,966 DEBUG: Best view : View0
+2016-08-30 21:19:35,459 DEBUG: Start: Iteration 81
+2016-08-30 21:19:35,479 DEBUG: View 0 : 0.591397849462
+2016-08-30 21:19:35,499 DEBUG: View 1 : 0.462365591398
+2016-08-30 21:19:35,518 DEBUG: View 2 : 0.559139784946
+2016-08-30 21:19:35,541 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:19:36,500 DEBUG: Best view : View2
+2016-08-30 21:19:42,032 DEBUG: Start: Iteration 82
+2016-08-30 21:19:42,054 DEBUG: View 0 : 0.537634408602
+2016-08-30 21:19:42,073 DEBUG: View 1 : 0.44623655914
+2016-08-30 21:19:42,094 DEBUG: View 2 : 0.440860215054
+2016-08-30 21:19:42,116 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:19:43,087 DEBUG: Best view : View0
+2016-08-30 21:19:48,711 DEBUG: Start: Iteration 83
+2016-08-30 21:19:48,732 DEBUG: View 0 : 0.602150537634
+2016-08-30 21:19:48,752 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:19:48,772 DEBUG: View 2 : 0.478494623656
+2016-08-30 21:19:48,794 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:19:49,771 DEBUG: Best view : View0
+2016-08-30 21:19:55,468 DEBUG: Start: Iteration 84
+2016-08-30 21:19:55,490 DEBUG: View 0 : 0.623655913978
+2016-08-30 21:19:55,509 DEBUG: View 1 : 0.284946236559
+2016-08-30 21:19:55,529 DEBUG: View 2 : 0.521505376344
+2016-08-30 21:19:55,551 DEBUG: View 3 : 0.41935483871
+2016-08-30 21:19:56,534 DEBUG: Best view : View0
+2016-08-30 21:20:02,315 DEBUG: Start: Iteration 85
+2016-08-30 21:20:02,337 DEBUG: View 0 : 0.650537634409
+2016-08-30 21:20:02,356 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:20:02,376 DEBUG: View 2 : 0.516129032258
+2016-08-30 21:20:02,397 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:20:03,390 DEBUG: Best view : View0
+2016-08-30 21:20:09,214 DEBUG: Start: Iteration 86
+2016-08-30 21:20:09,236 DEBUG: View 0 : 0.623655913978
+2016-08-30 21:20:09,255 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:20:09,274 DEBUG: View 2 : 0.596774193548
+2016-08-30 21:20:09,297 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:20:10,297 DEBUG: Best view : View0
+2016-08-30 21:20:16,180 DEBUG: Start: Iteration 87
+2016-08-30 21:20:16,201 DEBUG: View 0 : 0.586021505376
+2016-08-30 21:20:16,221 DEBUG: View 1 : 0.322580645161
+2016-08-30 21:20:16,240 DEBUG: View 2 : 0.602150537634
+2016-08-30 21:20:16,263 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:20:17,270 DEBUG: Best view : View2
+2016-08-30 21:20:23,265 DEBUG: Start: Iteration 88
+2016-08-30 21:20:23,287 DEBUG: View 0 : 0.629032258065
+2016-08-30 21:20:23,306 DEBUG: View 1 : 0.258064516129
+2016-08-30 21:20:23,325 DEBUG: View 2 : 0.666666666667
+2016-08-30 21:20:23,348 DEBUG: View 3 : 0.774193548387
+2016-08-30 21:20:24,366 DEBUG: Best view : View3
+2016-08-30 21:20:30,410 DEBUG: Start: Iteration 89
+2016-08-30 21:20:30,432 DEBUG: View 0 : 0.596774193548
+2016-08-30 21:20:30,451 DEBUG: View 1 : 0.306451612903
+2016-08-30 21:20:30,471 DEBUG: View 2 : 0.575268817204
+2016-08-30 21:20:30,494 DEBUG: View 3 : 0.779569892473
+2016-08-30 21:20:31,518 DEBUG: Best view : View3
+2016-08-30 21:20:37,627 DEBUG: Start: Iteration 90
+2016-08-30 21:20:37,648 DEBUG: View 0 : 0.655913978495
+2016-08-30 21:20:37,667 DEBUG: View 1 : 0.510752688172
+2016-08-30 21:20:37,686 DEBUG: View 2 : 0.569892473118
+2016-08-30 21:20:37,709 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:20:38,739 DEBUG: Best view : View0
+2016-08-30 21:20:44,908 DEBUG: Start: Iteration 91
+2016-08-30 21:20:44,929 DEBUG: View 0 : 0.5
+2016-08-30 21:20:44,948 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:20:44,968 DEBUG: View 2 : 0.548387096774
+2016-08-30 21:20:44,991 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:20:46,033 DEBUG: Best view : View2
+2016-08-30 21:20:52,249 DEBUG: Start: Iteration 92
+2016-08-30 21:20:52,270 DEBUG: View 0 : 0.564516129032
+2016-08-30 21:20:52,289 DEBUG: View 1 : 0.311827956989
+2016-08-30 21:20:52,309 DEBUG: View 2 : 0.494623655914
+2016-08-30 21:20:52,332 DEBUG: View 3 : 0.698924731183
+2016-08-30 21:20:53,384 DEBUG: Best view : View3
+2016-08-30 21:20:59,674 DEBUG: Start: Iteration 93
+2016-08-30 21:20:59,695 DEBUG: View 0 : 0.661290322581
+2016-08-30 21:20:59,715 DEBUG: View 1 : 0.408602150538
+2016-08-30 21:20:59,734 DEBUG: View 2 : 0.413978494624
+2016-08-30 21:20:59,756 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:21:00,818 DEBUG: Best view : View0
+2016-08-30 21:21:07,185 DEBUG: Start: Iteration 94
+2016-08-30 21:21:07,207 DEBUG: View 0 : 0.634408602151
+2016-08-30 21:21:07,227 DEBUG: View 1 : 0.376344086022
+2016-08-30 21:21:07,246 DEBUG: View 2 : 0.559139784946
+2016-08-30 21:21:07,269 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:21:08,326 DEBUG: Best view : View0
+2016-08-30 21:21:14,780 DEBUG: Start: Iteration 95
+2016-08-30 21:21:14,801 DEBUG: View 0 : 0.564516129032
+2016-08-30 21:21:14,820 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:21:14,840 DEBUG: View 2 : 0.516129032258
+2016-08-30 21:21:14,862 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:21:15,934 DEBUG: Best view : View2
+2016-08-30 21:21:22,439 DEBUG: Start: Iteration 96
+2016-08-30 21:21:22,460 DEBUG: View 0 : 0.543010752688
+2016-08-30 21:21:22,479 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:21:22,499 DEBUG: View 2 : 0.413978494624
+2016-08-30 21:21:22,521 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:21:23,599 DEBUG: Best view : View0
+2016-08-30 21:21:30,171 DEBUG: Start: Iteration 97
+2016-08-30 21:21:30,192 DEBUG: View 0 : 0.516129032258
+2016-08-30 21:21:30,212 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:21:30,231 DEBUG: View 2 : 0.489247311828
+2016-08-30 21:21:30,253 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:21:31,354 DEBUG: Best view : View2
+2016-08-30 21:21:37,994 DEBUG: Start: Iteration 98
+2016-08-30 21:21:38,015 DEBUG: View 0 : 0.483870967742
+2016-08-30 21:21:38,035 DEBUG: View 1 : 0.39247311828
+2016-08-30 21:21:38,054 DEBUG: View 2 : 0.564516129032
+2016-08-30 21:21:38,077 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:21:39,167 DEBUG: Best view : View2
+2016-08-30 21:21:45,868 DEBUG: Start: Iteration 99
+2016-08-30 21:21:45,889 DEBUG: View 0 : 0.516129032258
+2016-08-30 21:21:45,908 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:21:45,927 DEBUG: View 2 : 0.575268817204
+2016-08-30 21:21:45,950 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:21:47,052 DEBUG: Best view : View2
+2016-08-30 21:21:53,849 DEBUG: Start: Iteration 100
+2016-08-30 21:21:53,870 DEBUG: View 0 : 0.602150537634
+2016-08-30 21:21:53,889 DEBUG: View 1 : 0.338709677419
+2016-08-30 21:21:53,909 DEBUG: View 2 : 0.682795698925
+2016-08-30 21:21:53,932 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:21:55,030 DEBUG: Best view : View2
+2016-08-30 21:22:01,883 DEBUG: Start: Iteration 101
+2016-08-30 21:22:01,904 DEBUG: View 0 : 0.521505376344
+2016-08-30 21:22:01,924 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:22:01,943 DEBUG: View 2 : 0.677419354839
+2016-08-30 21:22:01,966 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:22:03,090 DEBUG: Best view : View2
+2016-08-30 21:22:09,999 DEBUG: Start: Iteration 102
+2016-08-30 21:22:10,020 DEBUG: View 0 : 0.596774193548
+2016-08-30 21:22:10,040 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:22:10,060 DEBUG: View 2 : 0.548387096774
+2016-08-30 21:22:10,082 DEBUG: View 3 : 0.440860215054
+2016-08-30 21:22:11,209 DEBUG: Best view : View0
+2016-08-30 21:22:18,189 DEBUG: Start: Iteration 103
+2016-08-30 21:22:18,209 DEBUG: View 0 : 0.623655913978
+2016-08-30 21:22:18,230 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:22:18,250 DEBUG: View 2 : 0.516129032258
+2016-08-30 21:22:18,273 DEBUG: View 3 : 0.784946236559
+2016-08-30 21:22:19,397 DEBUG: Best view : View3
+2016-08-30 21:22:26,480 DEBUG: Start: Iteration 104
+2016-08-30 21:22:26,500 DEBUG: View 0 : 0.655913978495
+2016-08-30 21:22:26,520 DEBUG: View 1 : 0.311827956989
+2016-08-30 21:22:26,540 DEBUG: View 2 : 0.575268817204
+2016-08-30 21:22:26,563 DEBUG: View 3 : 0.784946236559
+2016-08-30 21:22:27,699 DEBUG: Best view : View3
+2016-08-30 21:22:34,819 DEBUG: Start: Iteration 105
+2016-08-30 21:22:34,840 DEBUG: View 0 : 0.564516129032
+2016-08-30 21:22:34,860 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:22:34,879 DEBUG: View 2 : 0.58064516129
+2016-08-30 21:22:34,902 DEBUG: View 3 : 0.456989247312
+2016-08-30 21:22:36,049 DEBUG: Best view : View2
+2016-08-30 21:22:43,245 DEBUG: Start: Iteration 106
+2016-08-30 21:22:43,265 DEBUG: View 0 : 0.596774193548
+2016-08-30 21:22:43,285 DEBUG: View 1 : 0.338709677419
+2016-08-30 21:22:43,305 DEBUG: View 2 : 0.365591397849
+2016-08-30 21:22:43,328 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:22:44,473 DEBUG: Best view : View0
+2016-08-30 21:22:51,722 DEBUG: Start: Iteration 107
+2016-08-30 21:22:51,743 DEBUG: View 0 : 0.591397849462
+2016-08-30 21:22:51,762 DEBUG: View 1 : 0.403225806452
+2016-08-30 21:22:51,781 DEBUG: View 2 : 0.634408602151
+2016-08-30 21:22:51,804 DEBUG: View 3 : 0.752688172043
+2016-08-30 21:22:52,954 DEBUG: Best view : View3
+2016-08-30 21:23:00,260 DEBUG: Start: Iteration 108
+2016-08-30 21:23:00,282 DEBUG: View 0 : 0.52688172043
+2016-08-30 21:23:00,301 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:23:00,320 DEBUG: View 2 : 0.596774193548
+2016-08-30 21:23:00,342 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:23:01,518 DEBUG: Best view : View2
+2016-08-30 21:23:08,938 DEBUG: Start: Iteration 109
+2016-08-30 21:23:08,959 DEBUG: View 0 : 0.677419354839
+2016-08-30 21:23:08,979 DEBUG: View 1 : 0.376344086022
+2016-08-30 21:23:08,998 DEBUG: View 2 : 0.612903225806
+2016-08-30 21:23:09,021 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:23:10,199 DEBUG: Best view : View0
+2016-08-30 21:23:17,664 DEBUG: Start: Iteration 110
+2016-08-30 21:23:17,685 DEBUG: View 0 : 0.618279569892
+2016-08-30 21:23:17,705 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:23:17,725 DEBUG: View 2 : 0.559139784946
+2016-08-30 21:23:17,747 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:23:18,925 DEBUG: Best view : View0
+2016-08-30 21:23:26,449 DEBUG: Start: Iteration 111
+2016-08-30 21:23:26,470 DEBUG: View 0 : 0.704301075269
+2016-08-30 21:23:26,489 DEBUG: View 1 : 0.349462365591
+2016-08-30 21:23:26,509 DEBUG: View 2 : 0.5
+2016-08-30 21:23:26,532 DEBUG: View 3 : 0.779569892473
+2016-08-30 21:23:27,727 DEBUG: Best view : View3
+2016-08-30 21:23:35,327 DEBUG: Start: Iteration 112
+2016-08-30 21:23:35,348 DEBUG: View 0 : 0.645161290323
+2016-08-30 21:23:35,368 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:23:35,387 DEBUG: View 2 : 0.521505376344
+2016-08-30 21:23:35,409 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:23:36,602 DEBUG: Best view : View0
+2016-08-30 21:23:44,280 DEBUG: Start: Iteration 113
+2016-08-30 21:23:44,301 DEBUG: View 0 : 0.618279569892
+2016-08-30 21:23:44,321 DEBUG: View 1 : 0.354838709677
+2016-08-30 21:23:44,341 DEBUG: View 2 : 0.408602150538
+2016-08-30 21:23:44,364 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:23:45,565 DEBUG: Best view : View0
+2016-08-30 21:23:53,286 DEBUG: Start: Iteration 114
+2016-08-30 21:23:53,307 DEBUG: View 0 : 0.516129032258
+2016-08-30 21:23:53,327 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:23:53,347 DEBUG: View 2 : 0.521505376344
+2016-08-30 21:23:53,369 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:23:54,585 DEBUG: Best view : View2
+2016-08-30 21:24:02,401 DEBUG: Start: Iteration 115
+2016-08-30 21:24:02,422 DEBUG: View 0 : 0.623655913978
+2016-08-30 21:24:02,441 DEBUG: View 1 : 0.403225806452
+2016-08-30 21:24:02,460 DEBUG: View 2 : 0.564516129032
+2016-08-30 21:24:02,483 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:24:03,700 DEBUG: Best view : View0
+2016-08-30 21:24:11,571 DEBUG: Start: Iteration 116
+2016-08-30 21:24:11,592 DEBUG: View 0 : 0.629032258065
+2016-08-30 21:24:11,611 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:24:11,630 DEBUG: View 2 : 0.623655913978
+2016-08-30 21:24:11,652 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:24:12,885 DEBUG: Best view : View2
+2016-08-30 21:24:20,829 DEBUG: Start: Iteration 117
+2016-08-30 21:24:20,849 DEBUG: View 0 : 0.575268817204
+2016-08-30 21:24:20,869 DEBUG: View 1 : 0.349462365591
+2016-08-30 21:24:20,889 DEBUG: View 2 : 0.483870967742
+2016-08-30 21:24:20,911 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:24:22,156 DEBUG: Best view : View0
+2016-08-30 21:24:30,181 DEBUG: Start: Iteration 118
+2016-08-30 21:24:30,203 DEBUG: View 0 : 0.60752688172
+2016-08-30 21:24:30,223 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:24:30,243 DEBUG: View 2 : 0.639784946237
+2016-08-30 21:24:30,266 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:24:31,528 DEBUG: Best view : View2
+2016-08-30 21:24:39,607 DEBUG: Start: Iteration 119
+2016-08-30 21:24:39,628 DEBUG: View 0 : 0.55376344086
+2016-08-30 21:24:39,648 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:24:39,668 DEBUG: View 2 : 0.548387096774
+2016-08-30 21:24:39,691 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:24:40,945 DEBUG: Best view : View0
+2016-08-30 21:24:49,076 DEBUG: Start: Iteration 120
+2016-08-30 21:24:49,097 DEBUG: View 0 : 0.55376344086
+2016-08-30 21:24:49,116 DEBUG: View 1 : 0.381720430108
+2016-08-30 21:24:49,135 DEBUG: View 2 : 0.44623655914
+2016-08-30 21:24:49,158 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:24:50,420 DEBUG: Best view : View0
+2016-08-30 21:24:58,613 DEBUG: Start: Iteration 121
+2016-08-30 21:24:58,634 DEBUG: View 0 : 0.591397849462
+2016-08-30 21:24:58,654 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:24:58,673 DEBUG: View 2 : 0.44623655914
+2016-08-30 21:24:58,696 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:24:59,962 DEBUG: Best view : View0
+2016-08-30 21:25:08,228 DEBUG: Start: Iteration 122
+2016-08-30 21:25:08,250 DEBUG: View 0 : 0.661290322581
+2016-08-30 21:25:08,269 DEBUG: View 1 : 0.306451612903
+2016-08-30 21:25:08,289 DEBUG: View 2 : 0.510752688172
+2016-08-30 21:25:08,311 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:25:09,581 DEBUG: Best view : View0
+2016-08-30 21:25:17,960 DEBUG: Start: Iteration 123
+2016-08-30 21:25:17,981 DEBUG: View 0 : 0.645161290323
+2016-08-30 21:25:18,000 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:25:18,019 DEBUG: View 2 : 0.58064516129
+2016-08-30 21:25:18,042 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:25:19,337 DEBUG: Best view : View0
+2016-08-30 21:25:27,779 DEBUG: Start: Iteration 124
+2016-08-30 21:25:27,800 DEBUG: View 0 : 0.602150537634
+2016-08-30 21:25:27,820 DEBUG: View 1 : 0.306451612903
+2016-08-30 21:25:27,840 DEBUG: View 2 : 0.478494623656
+2016-08-30 21:25:27,864 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:25:29,167 DEBUG: Best view : View0
+2016-08-30 21:25:37,640 DEBUG: Start: Iteration 125
+2016-08-30 21:25:37,661 DEBUG: View 0 : 0.629032258065
+2016-08-30 21:25:37,680 DEBUG: View 1 : 0.311827956989
+2016-08-30 21:25:37,700 DEBUG: View 2 : 0.564516129032
+2016-08-30 21:25:37,722 DEBUG: View 3 : 0.779569892473
+2016-08-30 21:25:39,044 DEBUG: Best view : View3
+2016-08-30 21:25:47,600 DEBUG: Start: Iteration 126
+2016-08-30 21:25:47,621 DEBUG: View 0 : 0.639784946237
+2016-08-30 21:25:47,640 DEBUG: View 1 : 0.317204301075
+2016-08-30 21:25:47,660 DEBUG: View 2 : 0.596774193548
+2016-08-30 21:25:47,682 DEBUG: View 3 : 0.779569892473
+2016-08-30 21:25:49,004 DEBUG: Best view : View3
+2016-08-30 21:25:57,619 DEBUG: Start: Iteration 127
+2016-08-30 21:25:57,640 DEBUG: View 0 : 0.666666666667
+2016-08-30 21:25:57,660 DEBUG: View 1 : 0.354838709677
+2016-08-30 21:25:57,679 DEBUG: View 2 : 0.537634408602
+2016-08-30 21:25:57,702 DEBUG: View 3 : 0.467741935484
+2016-08-30 21:25:59,025 DEBUG: Best view : View0
+2016-08-30 21:26:07,702 DEBUG: Start: Iteration 128
+2016-08-30 21:26:07,723 DEBUG: View 0 : 0.52688172043
+2016-08-30 21:26:07,743 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:26:07,762 DEBUG: View 2 : 0.58064516129
+2016-08-30 21:26:07,783 DEBUG: View 3 : 0.806451612903
+2016-08-30 21:26:09,150 DEBUG: Best view : View3
+2016-08-30 21:26:17,934 DEBUG: Start: Iteration 129
+2016-08-30 21:26:17,954 DEBUG: View 0 : 0.52688172043
+2016-08-30 21:26:17,973 DEBUG: View 1 : 0.381720430108
+2016-08-30 21:26:17,993 DEBUG: View 2 : 0.39247311828
+2016-08-30 21:26:18,016 DEBUG: View 3 : 0.774193548387
+2016-08-30 21:26:19,329 DEBUG: Best view : View3
+2016-08-30 21:26:28,138 DEBUG: Start: Iteration 130
+2016-08-30 21:26:28,159 DEBUG: View 0 : 0.60752688172
+2016-08-30 21:26:28,178 DEBUG: View 1 : 0.397849462366
+2016-08-30 21:26:28,197 DEBUG: View 2 : 0.569892473118
+2016-08-30 21:26:28,220 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:26:29,533 DEBUG: Best view : View0
+2016-08-30 21:26:38,435 DEBUG: Start: Iteration 131
+2016-08-30 21:26:38,455 DEBUG: View 0 : 0.655913978495
+2016-08-30 21:26:38,475 DEBUG: View 1 : 0.381720430108
+2016-08-30 21:26:38,495 DEBUG: View 2 : 0.698924731183
+2016-08-30 21:26:38,517 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:26:39,799 DEBUG: Best view : View2
+2016-08-30 21:26:48,742 DEBUG: Start: Iteration 132
+2016-08-30 21:26:48,763 DEBUG: View 0 : 0.618279569892
+2016-08-30 21:26:48,782 DEBUG: View 1 : 0.376344086022
+2016-08-30 21:26:48,802 DEBUG: View 2 : 0.586021505376
+2016-08-30 21:26:48,825 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:26:50,118 DEBUG: Best view : View2
+2016-08-30 21:26:59,119 DEBUG: Start: Iteration 133
+2016-08-30 21:26:59,141 DEBUG: View 0 : 0.596774193548
+2016-08-30 21:26:59,160 DEBUG: View 1 : 0.301075268817
+2016-08-30 21:26:59,180 DEBUG: View 2 : 0.521505376344
+2016-08-30 21:26:59,202 DEBUG: View 3 : 0.854838709677
+2016-08-30 21:27:00,493 DEBUG: Best view : View3
+2016-08-30 21:27:09,584 DEBUG: Start: Iteration 134
+2016-08-30 21:27:09,606 DEBUG: View 0 : 0.575268817204
+2016-08-30 21:27:09,626 DEBUG: View 1 : 0.387096774194
+2016-08-30 21:27:09,646 DEBUG: View 2 : 0.60752688172
+2016-08-30 21:27:09,669 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:27:10,972 DEBUG: Best view : View2
+2016-08-30 21:27:20,109 DEBUG: Start: Iteration 135
+2016-08-30 21:27:20,130 DEBUG: View 0 : 0.559139784946
+2016-08-30 21:27:20,150 DEBUG: View 1 : 0.44623655914
+2016-08-30 21:27:20,169 DEBUG: View 2 : 0.575268817204
+2016-08-30 21:27:20,192 DEBUG: View 3 : 0.370967741935
+2016-08-30 21:27:21,504 DEBUG: Best view : View2
+2016-08-30 21:27:30,733 DEBUG: Start: Iteration 136
+2016-08-30 21:27:30,754 DEBUG: View 0 : 0.564516129032
+2016-08-30 21:27:30,772 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:27:30,793 DEBUG: View 2 : 0.575268817204
+2016-08-30 21:27:30,816 DEBUG: View 3 : 0.612903225806
+2016-08-30 21:27:32,138 DEBUG: Best view : View3
+2016-08-30 21:27:41,439 DEBUG: Start: Iteration 137
+2016-08-30 21:27:41,460 DEBUG: View 0 : 0.494623655914
+2016-08-30 21:27:41,480 DEBUG: View 1 : 0.349462365591
+2016-08-30 21:27:41,499 DEBUG: View 2 : 0.440860215054
+2016-08-30 21:27:41,522 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:27:41,522 WARNING: WARNING: All bad for iteration 136
+2016-08-30 21:27:42,848 DEBUG: Best view : View0
+2016-08-30 21:27:52,195 DEBUG: Start: Iteration 138
+2016-08-30 21:27:52,216 DEBUG: View 0 : 0.612903225806
+2016-08-30 21:27:52,235 DEBUG: View 1 : 0.268817204301
+2016-08-30 21:27:52,255 DEBUG: View 2 : 0.564516129032
+2016-08-30 21:27:52,278 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:27:53,624 DEBUG: Best view : View0
+2016-08-30 21:28:03,024 DEBUG: Start: Iteration 139
+2016-08-30 21:28:03,045 DEBUG: View 0 : 0.52688172043
+2016-08-30 21:28:03,065 DEBUG: View 1 : 0.543010752688
+2016-08-30 21:28:03,084 DEBUG: View 2 : 0.5
+2016-08-30 21:28:03,107 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:28:04,461 DEBUG: Best view : View1
+2016-08-30 21:28:13,937 DEBUG: Start: Iteration 140
+2016-08-30 21:28:13,959 DEBUG: View 0 : 0.494623655914
+2016-08-30 21:28:13,979 DEBUG: View 1 : 0.344086021505
+2016-08-30 21:28:13,999 DEBUG: View 2 : 0.462365591398
+2016-08-30 21:28:14,021 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:28:14,021 WARNING: WARNING: All bad for iteration 139
+2016-08-30 21:28:15,393 DEBUG: Best view : View3
+2016-08-30 21:28:24,971 DEBUG: Start: Iteration 141
+2016-08-30 21:28:24,992 DEBUG: View 0 : 0.655913978495
+2016-08-30 21:28:25,011 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:28:25,031 DEBUG: View 2 : 0.559139784946
+2016-08-30 21:28:25,053 DEBUG: View 3 : 0.844086021505
+2016-08-30 21:28:26,424 DEBUG: Best view : View3
+2016-08-30 21:28:36,046 DEBUG: Start: Iteration 142
+2016-08-30 21:28:36,068 DEBUG: View 0 : 0.483870967742
+2016-08-30 21:28:36,088 DEBUG: View 1 : 0.344086021505
+2016-08-30 21:28:36,109 DEBUG: View 2 : 0.370967741935
+2016-08-30 21:28:36,132 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:28:36,132 WARNING: WARNING: All bad for iteration 141
+2016-08-30 21:28:37,526 DEBUG: Best view : View0
+2016-08-30 21:28:47,207 DEBUG: Start: Iteration 143
+2016-08-30 21:28:47,228 DEBUG: View 0 : 0.639784946237
+2016-08-30 21:28:47,247 DEBUG: View 1 : 0.39247311828
+2016-08-30 21:28:47,266 DEBUG: View 2 : 0.543010752688
+2016-08-30 21:28:47,289 DEBUG: View 3 : 0.779569892473
+2016-08-30 21:28:48,693 DEBUG: Best view : View3
+2016-08-30 21:28:58,472 DEBUG: Start: Iteration 144
+2016-08-30 21:28:58,493 DEBUG: View 0 : 0.575268817204
+2016-08-30 21:28:58,513 DEBUG: View 1 : 0.349462365591
+2016-08-30 21:28:58,532 DEBUG: View 2 : 0.58064516129
+2016-08-30 21:28:58,554 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:28:59,967 DEBUG: Best view : View2
+2016-08-30 21:29:09,782 DEBUG: Start: Iteration 145
+2016-08-30 21:29:09,803 DEBUG: View 0 : 0.655913978495
+2016-08-30 21:29:09,823 DEBUG: View 1 : 0.403225806452
+2016-08-30 21:29:09,842 DEBUG: View 2 : 0.387096774194
+2016-08-30 21:29:09,864 DEBUG: View 3 : 0.467741935484
+2016-08-30 21:29:11,285 DEBUG: Best view : View0
+2016-08-30 21:29:21,183 DEBUG: Start: Iteration 146
+2016-08-30 21:29:21,203 DEBUG: View 0 : 0.612903225806
+2016-08-30 21:29:21,223 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:29:21,242 DEBUG: View 2 : 0.612903225806
+2016-08-30 21:29:21,264 DEBUG: View 3 : 0.774193548387
+2016-08-30 21:29:22,706 DEBUG: Best view : View3
+2016-08-30 21:29:32,658 DEBUG: Start: Iteration 147
+2016-08-30 21:29:32,679 DEBUG: View 0 : 0.55376344086
+2016-08-30 21:29:32,699 DEBUG: View 1 : 0.349462365591
+2016-08-30 21:29:32,719 DEBUG: View 2 : 0.548387096774
+2016-08-30 21:29:32,741 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:29:34,192 DEBUG: Best view : View2
+2016-08-30 21:29:44,218 DEBUG: Start: Iteration 148
+2016-08-30 21:29:44,240 DEBUG: View 0 : 0.559139784946
+2016-08-30 21:29:44,260 DEBUG: View 1 : 0.344086021505
+2016-08-30 21:29:44,279 DEBUG: View 2 : 0.397849462366
+2016-08-30 21:29:44,301 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:29:45,776 DEBUG: Best view : View0
+2016-08-30 21:29:55,900 DEBUG: Start: Iteration 149
+2016-08-30 21:29:55,921 DEBUG: View 0 : 0.543010752688
+2016-08-30 21:29:55,940 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:29:55,959 DEBUG: View 2 : 0.559139784946
+2016-08-30 21:29:55,981 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:29:57,445 DEBUG: Best view : View2
+2016-08-30 21:30:07,603 DEBUG: Start: Iteration 150
+2016-08-30 21:30:07,625 DEBUG: View 0 : 0.60752688172
+2016-08-30 21:30:07,644 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:30:07,663 DEBUG: View 2 : 0.602150537634
+2016-08-30 21:30:07,685 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:30:09,174 DEBUG: Best view : View2
+2016-08-30 21:30:19,411 DEBUG: Start: Iteration 151
+2016-08-30 21:30:19,432 DEBUG: View 0 : 0.629032258065
+2016-08-30 21:30:19,452 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:30:19,471 DEBUG: View 2 : 0.456989247312
+2016-08-30 21:30:19,493 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:30:20,976 DEBUG: Best view : View0
+2016-08-30 21:30:31,328 DEBUG: Start: Iteration 152
+2016-08-30 21:30:31,350 DEBUG: View 0 : 0.564516129032
+2016-08-30 21:30:31,368 DEBUG: View 1 : 0.290322580645
+2016-08-30 21:30:31,387 DEBUG: View 2 : 0.489247311828
+2016-08-30 21:30:31,411 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:30:32,912 DEBUG: Best view : View0
+2016-08-30 21:30:43,269 DEBUG: Start: Iteration 153
+2016-08-30 21:30:43,290 DEBUG: View 0 : 0.575268817204
+2016-08-30 21:30:43,309 DEBUG: View 1 : 0.306451612903
+2016-08-30 21:30:43,329 DEBUG: View 2 : 0.629032258065
+2016-08-30 21:30:43,351 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:30:44,890 DEBUG: Best view : View2
+2016-08-30 21:30:55,283 DEBUG: Start: Iteration 154
+2016-08-30 21:30:55,304 DEBUG: View 0 : 0.537634408602
+2016-08-30 21:30:55,324 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:30:55,344 DEBUG: View 2 : 0.58064516129
+2016-08-30 21:30:55,366 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:30:56,887 DEBUG: Best view : View2
+2016-08-30 21:31:07,399 DEBUG: Start: Iteration 155
+2016-08-30 21:31:07,420 DEBUG: View 0 : 0.591397849462
+2016-08-30 21:31:07,440 DEBUG: View 1 : 0.456989247312
+2016-08-30 21:31:07,459 DEBUG: View 2 : 0.618279569892
+2016-08-30 21:31:07,481 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:31:09,010 DEBUG: Best view : View2
+2016-08-30 21:31:19,609 DEBUG: Start: Iteration 156
+2016-08-30 21:31:19,631 DEBUG: View 0 : 0.650537634409
+2016-08-30 21:31:19,650 DEBUG: View 1 : 0.354838709677
+2016-08-30 21:31:19,670 DEBUG: View 2 : 0.430107526882
+2016-08-30 21:31:19,692 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:31:21,229 DEBUG: Best view : View0
+2016-08-30 21:31:31,848 DEBUG: Start: Iteration 157
+2016-08-30 21:31:31,869 DEBUG: View 0 : 0.618279569892
+2016-08-30 21:31:31,888 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:31:31,907 DEBUG: View 2 : 0.489247311828
+2016-08-30 21:31:31,929 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:31:33,477 DEBUG: Best view : View0
+2016-08-30 21:31:44,169 DEBUG: Start: Iteration 158
+2016-08-30 21:31:44,190 DEBUG: View 0 : 0.612903225806
+2016-08-30 21:31:44,211 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:31:44,231 DEBUG: View 2 : 0.537634408602
+2016-08-30 21:31:44,253 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:31:45,806 DEBUG: Best view : View0
+2016-08-30 21:31:56,574 DEBUG: Start: Iteration 159
+2016-08-30 21:31:56,595 DEBUG: View 0 : 0.602150537634
+2016-08-30 21:31:56,615 DEBUG: View 1 : 0.301075268817
+2016-08-30 21:31:56,634 DEBUG: View 2 : 0.521505376344
+2016-08-30 21:31:56,657 DEBUG: View 3 : 0.774193548387
+2016-08-30 21:31:58,207 DEBUG: Best view : View3
+2016-08-30 21:32:09,040 DEBUG: Start: Iteration 160
+2016-08-30 21:32:09,061 DEBUG: View 0 : 0.575268817204
+2016-08-30 21:32:09,081 DEBUG: View 1 : 0.306451612903
+2016-08-30 21:32:09,101 DEBUG: View 2 : 0.548387096774
+2016-08-30 21:32:09,123 DEBUG: View 3 : 0.467741935484
+2016-08-30 21:32:10,680 DEBUG: Best view : View0
+2016-08-30 21:32:21,546 DEBUG: Start: Iteration 161
+2016-08-30 21:32:21,567 DEBUG: View 0 : 0.677419354839
+2016-08-30 21:32:21,587 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:32:21,606 DEBUG: View 2 : 0.569892473118
+2016-08-30 21:32:21,628 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:32:23,192 DEBUG: Best view : View0
+2016-08-30 21:32:34,159 DEBUG: Start: Iteration 162
+2016-08-30 21:32:34,181 DEBUG: View 0 : 0.55376344086
+2016-08-30 21:32:34,200 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:32:34,220 DEBUG: View 2 : 0.505376344086
+2016-08-30 21:32:34,243 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:32:35,833 DEBUG: Best view : View0
+2016-08-30 21:32:46,835 DEBUG: Start: Iteration 163
+2016-08-30 21:32:46,856 DEBUG: View 0 : 0.688172043011
+2016-08-30 21:32:46,875 DEBUG: View 1 : 0.451612903226
+2016-08-30 21:32:46,895 DEBUG: View 2 : 0.403225806452
+2016-08-30 21:32:46,917 DEBUG: View 3 : 0.784946236559
+2016-08-30 21:32:48,499 DEBUG: Best view : View3
+2016-08-30 21:32:59,586 DEBUG: Start: Iteration 164
+2016-08-30 21:32:59,608 DEBUG: View 0 : 0.634408602151
+2016-08-30 21:32:59,627 DEBUG: View 1 : 0.322580645161
+2016-08-30 21:32:59,647 DEBUG: View 2 : 0.596774193548
+2016-08-30 21:32:59,670 DEBUG: View 3 : 0.779569892473
+2016-08-30 21:33:01,263 DEBUG: Best view : View3
+2016-08-30 21:33:12,381 DEBUG: Start: Iteration 165
+2016-08-30 21:33:12,402 DEBUG: View 0 : 0.591397849462
+2016-08-30 21:33:12,421 DEBUG: View 1 : 0.381720430108
+2016-08-30 21:33:12,441 DEBUG: View 2 : 0.548387096774
+2016-08-30 21:33:12,464 DEBUG: View 3 : 0.478494623656
+2016-08-30 21:33:14,056 DEBUG: Best view : View0
+2016-08-30 21:33:25,250 DEBUG: Start: Iteration 166
+2016-08-30 21:33:25,271 DEBUG: View 0 : 0.682795698925
+2016-08-30 21:33:25,291 DEBUG: View 1 : 0.354838709677
+2016-08-30 21:33:25,310 DEBUG: View 2 : 0.596774193548
+2016-08-30 21:33:25,334 DEBUG: View 3 : 0.784946236559
+2016-08-30 21:33:26,925 DEBUG: Best view : View3
+2016-08-30 21:33:38,173 DEBUG: Start: Iteration 167
+2016-08-30 21:33:38,194 DEBUG: View 0 : 0.52688172043
+2016-08-30 21:33:38,214 DEBUG: View 1 : 0.349462365591
+2016-08-30 21:33:38,234 DEBUG: View 2 : 0.543010752688
+2016-08-30 21:33:38,256 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:33:39,838 DEBUG: Best view : View2
+2016-08-30 21:33:51,178 DEBUG: Start: Iteration 168
+2016-08-30 21:33:51,199 DEBUG: View 0 : 0.548387096774
+2016-08-30 21:33:51,218 DEBUG: View 1 : 0.317204301075
+2016-08-30 21:33:51,238 DEBUG: View 2 : 0.672043010753
+2016-08-30 21:33:51,261 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:33:52,841 DEBUG: Best view : View2
+2016-08-30 21:34:04,254 DEBUG: Start: Iteration 169
+2016-08-30 21:34:04,275 DEBUG: View 0 : 0.666666666667
+2016-08-30 21:34:04,295 DEBUG: View 1 : 0.440860215054
+2016-08-30 21:34:04,314 DEBUG: View 2 : 0.408602150538
+2016-08-30 21:34:04,336 DEBUG: View 3 : 0.387096774194
+2016-08-30 21:34:05,932 DEBUG: Best view : View0
+2016-08-30 21:34:17,383 DEBUG: Start: Iteration 170
+2016-08-30 21:34:17,404 DEBUG: View 0 : 0.645161290323
+2016-08-30 21:34:17,423 DEBUG: View 1 : 0.338709677419
+2016-08-30 21:34:17,443 DEBUG: View 2 : 0.612903225806
+2016-08-30 21:34:17,466 DEBUG: View 3 : 0.774193548387
+2016-08-30 21:34:19,070 DEBUG: Best view : View3
+2016-08-30 21:34:30,596 DEBUG: Start: Iteration 171
+2016-08-30 21:34:30,617 DEBUG: View 0 : 0.596774193548
+2016-08-30 21:34:30,636 DEBUG: View 1 : 0.344086021505
+2016-08-30 21:34:30,656 DEBUG: View 2 : 0.629032258065
+2016-08-30 21:34:30,679 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:34:32,303 DEBUG: Best view : View2
+2016-08-30 21:34:43,901 DEBUG: Start: Iteration 172
+2016-08-30 21:34:43,922 DEBUG: View 0 : 0.548387096774
+2016-08-30 21:34:43,941 DEBUG: View 1 : 0.39247311828
+2016-08-30 21:34:43,961 DEBUG: View 2 : 0.537634408602
+2016-08-30 21:34:43,983 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:34:45,611 DEBUG: Best view : View2
+2016-08-30 21:34:57,266 DEBUG: Start: Iteration 173
+2016-08-30 21:34:57,287 DEBUG: View 0 : 0.537634408602
+2016-08-30 21:34:57,307 DEBUG: View 1 : 0.370967741935
+2016-08-30 21:34:57,326 DEBUG: View 2 : 0.650537634409
+2016-08-30 21:34:57,348 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:34:58,992 DEBUG: Best view : View2
+2016-08-30 21:35:10,722 DEBUG: Start: Iteration 174
+2016-08-30 21:35:10,744 DEBUG: View 0 : 0.634408602151
+2016-08-30 21:35:10,763 DEBUG: View 1 : 0.403225806452
+2016-08-30 21:35:10,783 DEBUG: View 2 : 0.462365591398
+2016-08-30 21:35:10,805 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:35:12,440 DEBUG: Best view : View0
+2016-08-30 21:35:24,258 DEBUG: Start: Iteration 175
+2016-08-30 21:35:24,280 DEBUG: View 0 : 0.510752688172
+2016-08-30 21:35:24,300 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:35:24,319 DEBUG: View 2 : 0.516129032258
+2016-08-30 21:35:24,342 DEBUG: View 3 : 0.784946236559
+2016-08-30 21:35:26,003 DEBUG: Best view : View3
+2016-08-30 21:35:37,874 DEBUG: Start: Iteration 176
+2016-08-30 21:35:37,896 DEBUG: View 0 : 0.623655913978
+2016-08-30 21:35:37,915 DEBUG: View 1 : 0.494623655914
+2016-08-30 21:35:37,935 DEBUG: View 2 : 0.564516129032
+2016-08-30 21:35:37,958 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:35:39,650 DEBUG: Best view : View0
+2016-08-30 21:35:51,618 DEBUG: Start: Iteration 177
+2016-08-30 21:35:51,639 DEBUG: View 0 : 0.650537634409
+2016-08-30 21:35:51,659 DEBUG: View 1 : 0.279569892473
+2016-08-30 21:35:51,678 DEBUG: View 2 : 0.489247311828
+2016-08-30 21:35:51,701 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:35:53,399 DEBUG: Best view : View0
+2016-08-30 21:36:05,414 DEBUG: Start: Iteration 178
+2016-08-30 21:36:05,435 DEBUG: View 0 : 0.559139784946
+2016-08-30 21:36:05,455 DEBUG: View 1 : 0.381720430108
+2016-08-30 21:36:05,474 DEBUG: View 2 : 0.456989247312
+2016-08-30 21:36:05,497 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:36:07,191 DEBUG: Best view : View0
+2016-08-30 21:36:19,291 DEBUG: Start: Iteration 179
+2016-08-30 21:36:19,313 DEBUG: View 0 : 0.666666666667
+2016-08-30 21:36:19,332 DEBUG: View 1 : 0.317204301075
+2016-08-30 21:36:19,352 DEBUG: View 2 : 0.44623655914
+2016-08-30 21:36:19,374 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:36:21,085 DEBUG: Best view : View0
+2016-08-30 21:36:33,249 DEBUG: Start: Iteration 180
+2016-08-30 21:36:33,270 DEBUG: View 0 : 0.564516129032
+2016-08-30 21:36:33,289 DEBUG: View 1 : 0.279569892473
+2016-08-30 21:36:33,309 DEBUG: View 2 : 0.634408602151
+2016-08-30 21:36:33,331 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:36:35,047 DEBUG: Best view : View2
+2016-08-30 21:36:47,265 DEBUG: Start: Iteration 181
+2016-08-30 21:36:47,285 DEBUG: View 0 : 0.623655913978
+2016-08-30 21:36:47,304 DEBUG: View 1 : 0.344086021505
+2016-08-30 21:36:47,324 DEBUG: View 2 : 0.661290322581
+2016-08-30 21:36:47,346 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:36:49,054 DEBUG: Best view : View2
+2016-08-30 21:37:01,372 DEBUG: Start: Iteration 182
+2016-08-30 21:37:01,393 DEBUG: View 0 : 0.634408602151
+2016-08-30 21:37:01,412 DEBUG: View 1 : 0.349462365591
+2016-08-30 21:37:01,431 DEBUG: View 2 : 0.55376344086
+2016-08-30 21:37:01,453 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:37:03,178 DEBUG: Best view : View0
+2016-08-30 21:37:15,591 DEBUG: Start: Iteration 183
+2016-08-30 21:37:15,612 DEBUG: View 0 : 0.661290322581
+2016-08-30 21:37:15,631 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:37:15,651 DEBUG: View 2 : 0.451612903226
+2016-08-30 21:37:15,673 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:37:17,396 DEBUG: Best view : View0
+2016-08-30 21:37:29,814 DEBUG: Start: Iteration 184
+2016-08-30 21:37:29,835 DEBUG: View 0 : 0.55376344086
+2016-08-30 21:37:29,855 DEBUG: View 1 : 0.279569892473
+2016-08-30 21:37:29,874 DEBUG: View 2 : 0.52688172043
+2016-08-30 21:37:29,896 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:37:31,647 DEBUG: Best view : View2
+2016-08-30 21:37:44,108 DEBUG: Start: Iteration 185
+2016-08-30 21:37:44,129 DEBUG: View 0 : 0.629032258065
+2016-08-30 21:37:44,148 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:37:44,167 DEBUG: View 2 : 0.47311827957
+2016-08-30 21:37:44,190 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:37:45,942 DEBUG: Best view : View0
+2016-08-30 21:37:58,443 DEBUG: Start: Iteration 186
+2016-08-30 21:37:58,463 DEBUG: View 0 : 0.591397849462
+2016-08-30 21:37:58,482 DEBUG: View 1 : 0.284946236559
+2016-08-30 21:37:58,500 DEBUG: View 2 : 0.623655913978
+2016-08-30 21:37:58,523 DEBUG: View 3 : 0.752688172043
+2016-08-30 21:38:00,276 DEBUG: Best view : View3
+2016-08-30 21:38:12,859 DEBUG: Start: Iteration 187
+2016-08-30 21:38:12,880 DEBUG: View 0 : 0.618279569892
+2016-08-30 21:38:12,899 DEBUG: View 1 : 0.354838709677
+2016-08-30 21:38:12,919 DEBUG: View 2 : 0.510752688172
+2016-08-30 21:38:12,940 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:38:14,700 DEBUG: Best view : View0
+2016-08-30 21:38:27,352 DEBUG: Start: Iteration 188
+2016-08-30 21:38:27,373 DEBUG: View 0 : 0.612903225806
+2016-08-30 21:38:27,392 DEBUG: View 1 : 0.413978494624
+2016-08-30 21:38:27,412 DEBUG: View 2 : 0.634408602151
+2016-08-30 21:38:27,435 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:38:29,212 DEBUG: Best view : View2
+2016-08-30 21:38:41,933 DEBUG: Start: Iteration 189
+2016-08-30 21:38:41,954 DEBUG: View 0 : 0.634408602151
+2016-08-30 21:38:41,973 DEBUG: View 1 : 0.376344086022
+2016-08-30 21:38:41,992 DEBUG: View 2 : 0.44623655914
+2016-08-30 21:38:42,014 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:38:43,784 DEBUG: Best view : View0
+2016-08-30 21:38:56,555 DEBUG: Start: Iteration 190
+2016-08-30 21:38:56,575 DEBUG: View 0 : 0.559139784946
+2016-08-30 21:38:56,595 DEBUG: View 1 : 0.435483870968
+2016-08-30 21:38:56,615 DEBUG: View 2 : 0.483870967742
+2016-08-30 21:38:56,637 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:38:58,426 DEBUG: Best view : View0
+2016-08-30 21:39:11,311 DEBUG: Start: Iteration 191
+2016-08-30 21:39:11,332 DEBUG: View 0 : 0.52688172043
+2016-08-30 21:39:11,351 DEBUG: View 1 : 0.39247311828
+2016-08-30 21:39:11,370 DEBUG: View 2 : 0.456989247312
+2016-08-30 21:39:11,393 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:39:13,183 DEBUG: Best view : View0
+2016-08-30 21:39:26,109 DEBUG: Start: Iteration 192
+2016-08-30 21:39:26,129 DEBUG: View 0 : 0.60752688172
+2016-08-30 21:39:26,148 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:39:26,167 DEBUG: View 2 : 0.537634408602
+2016-08-30 21:39:26,189 DEBUG: View 3 : 0.865591397849
+2016-08-30 21:39:27,981 DEBUG: Best view : View3
+2016-08-30 21:39:41,005 DEBUG: Start: Iteration 193
+2016-08-30 21:39:41,027 DEBUG: View 0 : 0.575268817204
+2016-08-30 21:39:41,046 DEBUG: View 1 : 0.306451612903
+2016-08-30 21:39:41,065 DEBUG: View 2 : 0.365591397849
+2016-08-30 21:39:41,087 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:39:42,900 DEBUG: Best view : View0
+2016-08-30 21:39:55,969 DEBUG: Start: Iteration 194
+2016-08-30 21:39:55,990 DEBUG: View 0 : 0.569892473118
+2016-08-30 21:39:56,009 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:39:56,028 DEBUG: View 2 : 0.435483870968
+2016-08-30 21:39:56,051 DEBUG: View 3 : 0.774193548387
+2016-08-30 21:39:57,858 DEBUG: Best view : View3
+2016-08-30 21:40:11,007 DEBUG: Start: Iteration 195
+2016-08-30 21:40:11,030 DEBUG: View 0 : 0.682795698925
+2016-08-30 21:40:11,050 DEBUG: View 1 : 0.317204301075
+2016-08-30 21:40:11,070 DEBUG: View 2 : 0.413978494624
+2016-08-30 21:40:11,093 DEBUG: View 3 : 0.774193548387
+2016-08-30 21:40:12,916 DEBUG: Best view : View3
+2016-08-30 21:40:26,155 DEBUG: Start: Iteration 196
+2016-08-30 21:40:26,175 DEBUG: View 0 : 0.623655913978
+2016-08-30 21:40:26,195 DEBUG: View 1 : 0.354838709677
+2016-08-30 21:40:26,214 DEBUG: View 2 : 0.47311827957
+2016-08-30 21:40:26,236 DEBUG: View 3 : 0.467741935484
+2016-08-30 21:40:28,076 DEBUG: Best view : View0
+2016-08-30 21:40:41,378 DEBUG: Start: Iteration 197
+2016-08-30 21:40:41,400 DEBUG: View 0 : 0.661290322581
+2016-08-30 21:40:41,419 DEBUG: View 1 : 0.39247311828
+2016-08-30 21:40:41,437 DEBUG: View 2 : 0.435483870968
+2016-08-30 21:40:41,460 DEBUG: View 3 : 0.784946236559
+2016-08-30 21:40:43,293 DEBUG: Best view : View3
+2016-08-30 21:40:56,614 DEBUG: Start: Iteration 198
+2016-08-30 21:40:56,635 DEBUG: View 0 : 0.548387096774
+2016-08-30 21:40:56,654 DEBUG: View 1 : 0.462365591398
+2016-08-30 21:40:56,674 DEBUG: View 2 : 0.537634408602
+2016-08-30 21:40:56,697 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:40:58,546 DEBUG: Best view : View2
+2016-08-30 21:41:11,923 DEBUG: Start: Iteration 199
+2016-08-30 21:41:11,944 DEBUG: View 0 : 0.639784946237
+2016-08-30 21:41:11,963 DEBUG: View 1 : 0.354838709677
+2016-08-30 21:41:11,981 DEBUG: View 2 : 0.623655913978
+2016-08-30 21:41:12,004 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:41:13,849 DEBUG: Best view : View0
+2016-08-30 21:41:27,311 DEBUG: Start: Iteration 200
+2016-08-30 21:41:27,332 DEBUG: View 0 : 0.672043010753
+2016-08-30 21:41:27,351 DEBUG: View 1 : 0.387096774194
+2016-08-30 21:41:27,370 DEBUG: View 2 : 0.537634408602
+2016-08-30 21:41:27,392 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:41:29,239 DEBUG: Best view : View0
+2016-08-30 21:41:42,756 DEBUG: Start: Iteration 201
+2016-08-30 21:41:42,777 DEBUG: View 0 : 0.60752688172
+2016-08-30 21:41:42,796 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:41:42,815 DEBUG: View 2 : 0.451612903226
+2016-08-30 21:41:42,837 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:41:44,693 DEBUG: Best view : View0
+2016-08-30 21:41:58,261 DEBUG: Start: Iteration 202
+2016-08-30 21:41:58,282 DEBUG: View 0 : 0.505376344086
+2016-08-30 21:41:58,301 DEBUG: View 1 : 0.413978494624
+2016-08-30 21:41:58,321 DEBUG: View 2 : 0.618279569892
+2016-08-30 21:41:58,343 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:42:00,250 DEBUG: Best view : View2
+2016-08-30 21:42:13,877 DEBUG: Start: Iteration 203
+2016-08-30 21:42:13,898 DEBUG: View 0 : 0.612903225806
+2016-08-30 21:42:13,917 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:42:13,936 DEBUG: View 2 : 0.569892473118
+2016-08-30 21:42:13,958 DEBUG: View 3 : 0.467741935484
+2016-08-30 21:42:15,847 DEBUG: Best view : View0
+2016-08-30 21:42:29,562 DEBUG: Start: Iteration 204
+2016-08-30 21:42:29,583 DEBUG: View 0 : 0.612903225806
+2016-08-30 21:42:29,602 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:42:29,621 DEBUG: View 2 : 0.483870967742
+2016-08-30 21:42:29,643 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:42:31,536 DEBUG: Best view : View0
+2016-08-30 21:42:45,339 DEBUG: Start: Iteration 205
+2016-08-30 21:42:45,361 DEBUG: View 0 : 0.521505376344
+2016-08-30 21:42:45,381 DEBUG: View 1 : 0.41935483871
+2016-08-30 21:42:45,400 DEBUG: View 2 : 0.494623655914
+2016-08-30 21:42:45,422 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:42:47,320 DEBUG: Best view : View0
+2016-08-30 21:43:01,164 DEBUG: Start: Iteration 206
+2016-08-30 21:43:01,185 DEBUG: View 0 : 0.639784946237
+2016-08-30 21:43:01,205 DEBUG: View 1 : 0.317204301075
+2016-08-30 21:43:01,225 DEBUG: View 2 : 0.569892473118
+2016-08-30 21:43:01,248 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:43:03,164 DEBUG: Best view : View0
+2016-08-30 21:43:17,078 DEBUG: Start: Iteration 207
+2016-08-30 21:43:17,098 DEBUG: View 0 : 0.494623655914
+2016-08-30 21:43:17,117 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:43:17,137 DEBUG: View 2 : 0.521505376344
+2016-08-30 21:43:17,159 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:43:19,074 DEBUG: Best view : View2
+2016-08-30 21:43:33,061 DEBUG: Start: Iteration 208
+2016-08-30 21:43:33,082 DEBUG: View 0 : 0.532258064516
+2016-08-30 21:43:33,101 DEBUG: View 1 : 0.381720430108
+2016-08-30 21:43:33,120 DEBUG: View 2 : 0.612903225806
+2016-08-30 21:43:33,142 DEBUG: View 3 : 0.430107526882
+2016-08-30 21:43:35,072 DEBUG: Best view : View2
+2016-08-30 21:43:49,134 DEBUG: Start: Iteration 209
+2016-08-30 21:43:49,156 DEBUG: View 0 : 0.532258064516
+2016-08-30 21:43:49,175 DEBUG: View 1 : 0.284946236559
+2016-08-30 21:43:49,194 DEBUG: View 2 : 0.478494623656
+2016-08-30 21:43:49,216 DEBUG: View 3 : 0.784946236559
+2016-08-30 21:43:51,155 DEBUG: Best view : View3
+2016-08-30 21:44:05,258 DEBUG: Start: Iteration 210
+2016-08-30 21:44:05,279 DEBUG: View 0 : 0.650537634409
+2016-08-30 21:44:05,298 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:44:05,317 DEBUG: View 2 : 0.586021505376
+2016-08-30 21:44:05,340 DEBUG: View 3 : 0.784946236559
+2016-08-30 21:44:07,296 DEBUG: Best view : View3
+2016-08-30 21:44:21,472 DEBUG: Start: Iteration 211
+2016-08-30 21:44:21,494 DEBUG: View 0 : 0.639784946237
+2016-08-30 21:44:21,513 DEBUG: View 1 : 0.408602150538
+2016-08-30 21:44:21,532 DEBUG: View 2 : 0.537634408602
+2016-08-30 21:44:21,554 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:44:23,507 DEBUG: Best view : View0
+2016-08-30 21:44:37,844 DEBUG: Start: Iteration 212
+2016-08-30 21:44:37,865 DEBUG: View 0 : 0.634408602151
+2016-08-30 21:44:37,884 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:44:37,903 DEBUG: View 2 : 0.559139784946
+2016-08-30 21:44:37,926 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:44:39,887 DEBUG: Best view : View0
+2016-08-30 21:44:54,207 DEBUG: Start: Iteration 213
+2016-08-30 21:44:54,228 DEBUG: View 0 : 0.543010752688
+2016-08-30 21:44:54,247 DEBUG: View 1 : 0.370967741935
+2016-08-30 21:44:54,266 DEBUG: View 2 : 0.478494623656
+2016-08-30 21:44:54,288 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:44:56,243 DEBUG: Best view : View0
+2016-08-30 21:45:10,628 DEBUG: Start: Iteration 214
+2016-08-30 21:45:10,649 DEBUG: View 0 : 0.612903225806
+2016-08-30 21:45:10,668 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:45:10,688 DEBUG: View 2 : 0.430107526882
+2016-08-30 21:45:10,709 DEBUG: View 3 : 0.844086021505
+2016-08-30 21:45:12,679 DEBUG: Best view : View3
+2016-08-30 21:45:27,142 DEBUG: Start: Iteration 215
+2016-08-30 21:45:27,163 DEBUG: View 0 : 0.55376344086
+2016-08-30 21:45:27,182 DEBUG: View 1 : 0.467741935484
+2016-08-30 21:45:27,201 DEBUG: View 2 : 0.661290322581
+2016-08-30 21:45:27,223 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:45:29,185 DEBUG: Best view : View2
+2016-08-30 21:45:43,725 DEBUG: Start: Iteration 216
+2016-08-30 21:45:43,746 DEBUG: View 0 : 0.489247311828
+2016-08-30 21:45:43,765 DEBUG: View 1 : 0.376344086022
+2016-08-30 21:45:43,784 DEBUG: View 2 : 0.596774193548
+2016-08-30 21:45:43,807 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:45:45,795 DEBUG: Best view : View2
+2016-08-30 21:46:00,385 DEBUG: Start: Iteration 217
+2016-08-30 21:46:00,406 DEBUG: View 0 : 0.467741935484
+2016-08-30 21:46:00,425 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:46:00,443 DEBUG: View 2 : 0.537634408602
+2016-08-30 21:46:00,465 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:46:02,449 DEBUG: Best view : View2
+2016-08-30 21:46:17,125 DEBUG: Start: Iteration 218
+2016-08-30 21:46:17,145 DEBUG: View 0 : 0.510752688172
+2016-08-30 21:46:17,165 DEBUG: View 1 : 0.317204301075
+2016-08-30 21:46:17,184 DEBUG: View 2 : 0.456989247312
+2016-08-30 21:46:17,207 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:46:19,224 DEBUG: Best view : View3
+2016-08-30 21:46:33,950 DEBUG: Start: Iteration 219
+2016-08-30 21:46:33,971 DEBUG: View 0 : 0.510752688172
+2016-08-30 21:46:33,991 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:46:34,009 DEBUG: View 2 : 0.483870967742
+2016-08-30 21:46:34,032 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:46:36,021 DEBUG: Best view : View3
+2016-08-30 21:46:50,843 DEBUG: Start: Iteration 220
+2016-08-30 21:46:50,864 DEBUG: View 0 : 0.548387096774
+2016-08-30 21:46:50,883 DEBUG: View 1 : 0.349462365591
+2016-08-30 21:46:50,902 DEBUG: View 2 : 0.548387096774
+2016-08-30 21:46:50,924 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:46:52,955 DEBUG: Best view : View2
+2016-08-30 21:47:07,824 DEBUG: Start: Iteration 221
+2016-08-30 21:47:07,845 DEBUG: View 0 : 0.591397849462
+2016-08-30 21:47:07,864 DEBUG: View 1 : 0.413978494624
+2016-08-30 21:47:07,883 DEBUG: View 2 : 0.564516129032
+2016-08-30 21:47:07,907 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:47:09,908 DEBUG: Best view : View0
+2016-08-30 21:47:24,843 DEBUG: Start: Iteration 222
+2016-08-30 21:47:24,864 DEBUG: View 0 : 0.532258064516
+2016-08-30 21:47:24,883 DEBUG: View 1 : 0.290322580645
+2016-08-30 21:47:24,902 DEBUG: View 2 : 0.516129032258
+2016-08-30 21:47:24,924 DEBUG: View 3 : 0.779569892473
+2016-08-30 21:47:26,927 DEBUG: Best view : View3
+2016-08-30 21:47:41,970 DEBUG: Start: Iteration 223
+2016-08-30 21:47:41,990 DEBUG: View 0 : 0.537634408602
+2016-08-30 21:47:42,009 DEBUG: View 1 : 0.381720430108
+2016-08-30 21:47:42,028 DEBUG: View 2 : 0.559139784946
+2016-08-30 21:47:42,050 DEBUG: View 3 : 0.467741935484
+2016-08-30 21:47:44,054 DEBUG: Best view : View2
+2016-08-30 21:47:59,169 DEBUG: Start: Iteration 224
+2016-08-30 21:47:59,190 DEBUG: View 0 : 0.548387096774
+2016-08-30 21:47:59,210 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:47:59,229 DEBUG: View 2 : 0.639784946237
+2016-08-30 21:47:59,251 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:48:01,276 DEBUG: Best view : View2
+2016-08-30 21:48:16,416 DEBUG: Start: Iteration 225
+2016-08-30 21:48:16,437 DEBUG: View 0 : 0.666666666667
+2016-08-30 21:48:16,456 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:48:16,475 DEBUG: View 2 : 0.58064516129
+2016-08-30 21:48:16,497 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:48:18,516 DEBUG: Best view : View0
+2016-08-30 21:48:33,722 DEBUG: Start: Iteration 226
+2016-08-30 21:48:33,742 DEBUG: View 0 : 0.591397849462
+2016-08-30 21:48:33,762 DEBUG: View 1 : 0.381720430108
+2016-08-30 21:48:33,781 DEBUG: View 2 : 0.39247311828
+2016-08-30 21:48:33,804 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:48:35,856 DEBUG: Best view : View0
+2016-08-30 21:48:51,096 DEBUG: Start: Iteration 227
+2016-08-30 21:48:51,118 DEBUG: View 0 : 0.639784946237
+2016-08-30 21:48:51,137 DEBUG: View 1 : 0.483870967742
+2016-08-30 21:48:51,156 DEBUG: View 2 : 0.462365591398
+2016-08-30 21:48:51,179 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:48:53,231 DEBUG: Best view : View0
+2016-08-30 21:49:08,573 DEBUG: Start: Iteration 228
+2016-08-30 21:49:08,594 DEBUG: View 0 : 0.586021505376
+2016-08-30 21:49:08,614 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:49:08,633 DEBUG: View 2 : 0.650537634409
+2016-08-30 21:49:08,654 DEBUG: View 3 : 0.39247311828
+2016-08-30 21:49:10,719 DEBUG: Best view : View2
+2016-08-30 21:49:26,144 DEBUG: Start: Iteration 229
+2016-08-30 21:49:26,165 DEBUG: View 0 : 0.58064516129
+2016-08-30 21:49:26,183 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:49:26,203 DEBUG: View 2 : 0.408602150538
+2016-08-30 21:49:26,225 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:49:28,290 DEBUG: Best view : View0
+2016-08-30 21:49:43,796 DEBUG: Start: Iteration 230
+2016-08-30 21:49:43,816 DEBUG: View 0 : 0.569892473118
+2016-08-30 21:49:43,835 DEBUG: View 1 : 0.408602150538
+2016-08-30 21:49:43,855 DEBUG: View 2 : 0.559139784946
+2016-08-30 21:49:43,877 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:49:45,965 DEBUG: Best view : View2
+2016-08-30 21:50:01,500 DEBUG: Start: Iteration 231
+2016-08-30 21:50:01,520 DEBUG: View 0 : 0.602150537634
+2016-08-30 21:50:01,539 DEBUG: View 1 : 0.338709677419
+2016-08-30 21:50:01,558 DEBUG: View 2 : 0.47311827957
+2016-08-30 21:50:01,580 DEBUG: View 3 : 0.763440860215
+2016-08-30 21:50:03,670 DEBUG: Best view : View3
+2016-08-30 21:50:19,294 DEBUG: Start: Iteration 232
+2016-08-30 21:50:19,315 DEBUG: View 0 : 0.602150537634
+2016-08-30 21:50:19,334 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:50:19,354 DEBUG: View 2 : 0.467741935484
+2016-08-30 21:50:19,376 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:50:21,467 DEBUG: Best view : View0
+2016-08-30 21:50:37,171 DEBUG: Start: Iteration 233
+2016-08-30 21:50:37,192 DEBUG: View 0 : 0.564516129032
+2016-08-30 21:50:37,211 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:50:37,231 DEBUG: View 2 : 0.543010752688
+2016-08-30 21:50:37,253 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:50:39,353 DEBUG: Best view : View0
+2016-08-30 21:50:55,118 DEBUG: Start: Iteration 234
+2016-08-30 21:50:55,139 DEBUG: View 0 : 0.661290322581
+2016-08-30 21:50:55,158 DEBUG: View 1 : 0.306451612903
+2016-08-30 21:50:55,178 DEBUG: View 2 : 0.532258064516
+2016-08-30 21:50:55,200 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:50:57,311 DEBUG: Best view : View0
+2016-08-30 21:51:13,112 DEBUG: Start: Iteration 235
+2016-08-30 21:51:13,133 DEBUG: View 0 : 0.639784946237
+2016-08-30 21:51:13,153 DEBUG: View 1 : 0.295698924731
+2016-08-30 21:51:13,172 DEBUG: View 2 : 0.623655913978
+2016-08-30 21:51:13,194 DEBUG: View 3 : 0.774193548387
+2016-08-30 21:51:15,318 DEBUG: Best view : View3
+2016-08-30 21:51:31,223 DEBUG: Start: Iteration 236
+2016-08-30 21:51:31,244 DEBUG: View 0 : 0.548387096774
+2016-08-30 21:51:31,263 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:51:31,282 DEBUG: View 2 : 0.52688172043
+2016-08-30 21:51:31,305 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:51:33,431 DEBUG: Best view : View2
+2016-08-30 21:51:49,353 DEBUG: Start: Iteration 237
+2016-08-30 21:51:49,374 DEBUG: View 0 : 0.618279569892
+2016-08-30 21:51:49,393 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:51:49,412 DEBUG: View 2 : 0.467741935484
+2016-08-30 21:51:49,434 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:51:51,565 DEBUG: Best view : View0
+2016-08-30 21:52:07,582 DEBUG: Start: Iteration 238
+2016-08-30 21:52:07,603 DEBUG: View 0 : 0.618279569892
+2016-08-30 21:52:07,622 DEBUG: View 1 : 0.370967741935
+2016-08-30 21:52:07,642 DEBUG: View 2 : 0.548387096774
+2016-08-30 21:52:07,664 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:52:09,813 DEBUG: Best view : View0
+2016-08-30 21:52:25,833 DEBUG: Start: Iteration 239
+2016-08-30 21:52:25,854 DEBUG: View 0 : 0.55376344086
+2016-08-30 21:52:25,873 DEBUG: View 1 : 0.462365591398
+2016-08-30 21:52:25,892 DEBUG: View 2 : 0.47311827957
+2016-08-30 21:52:25,915 DEBUG: View 3 : 0.779569892473
+2016-08-30 21:52:28,072 DEBUG: Best view : View3
+2016-08-30 21:52:44,184 DEBUG: Start: Iteration 240
+2016-08-30 21:52:44,204 DEBUG: View 0 : 0.618279569892
+2016-08-30 21:52:44,223 DEBUG: View 1 : 0.435483870968
+2016-08-30 21:52:44,242 DEBUG: View 2 : 0.349462365591
+2016-08-30 21:52:44,264 DEBUG: View 3 : 0.758064516129
+2016-08-30 21:52:46,434 DEBUG: Best view : View3
+2016-08-30 21:53:02,696 DEBUG: Start: Iteration 241
+2016-08-30 21:53:02,717 DEBUG: View 0 : 0.629032258065
+2016-08-30 21:53:02,736 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:53:02,755 DEBUG: View 2 : 0.634408602151
+2016-08-30 21:53:02,778 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:53:04,985 DEBUG: Best view : View2
+2016-08-30 21:53:21,341 DEBUG: Start: Iteration 242
+2016-08-30 21:53:21,369 DEBUG: View 0 : 0.537634408602
+2016-08-30 21:53:21,388 DEBUG: View 1 : 0.397849462366
+2016-08-30 21:53:21,408 DEBUG: View 2 : 0.349462365591
+2016-08-30 21:53:21,430 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:53:23,619 DEBUG: Best view : View0
+2016-08-30 21:53:40,034 DEBUG: Start: Iteration 243
+2016-08-30 21:53:40,055 DEBUG: View 0 : 0.623655913978
+2016-08-30 21:53:40,075 DEBUG: View 1 : 0.365591397849
+2016-08-30 21:53:40,094 DEBUG: View 2 : 0.52688172043
+2016-08-30 21:53:40,117 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:53:42,340 DEBUG: Best view : View0
+2016-08-30 21:53:58,823 DEBUG: Start: Iteration 244
+2016-08-30 21:53:58,844 DEBUG: View 0 : 0.532258064516
+2016-08-30 21:53:58,863 DEBUG: View 1 : 0.5
+2016-08-30 21:53:58,883 DEBUG: View 2 : 0.537634408602
+2016-08-30 21:53:58,905 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:54:01,115 DEBUG: Best view : View2
+2016-08-30 21:54:17,661 DEBUG: Start: Iteration 245
+2016-08-30 21:54:17,682 DEBUG: View 0 : 0.494623655914
+2016-08-30 21:54:17,702 DEBUG: View 1 : 0.290322580645
+2016-08-30 21:54:17,721 DEBUG: View 2 : 0.483870967742
+2016-08-30 21:54:17,744 DEBUG: View 3 : 0.397849462366
+2016-08-30 21:54:17,744 WARNING: WARNING: All bad for iteration 244
+2016-08-30 21:54:19,948 DEBUG: Best view : View2
+2016-08-30 21:54:36,588 DEBUG: Start: Iteration 246
+2016-08-30 21:54:36,609 DEBUG: View 0 : 0.586021505376
+2016-08-30 21:54:36,628 DEBUG: View 1 : 0.381720430108
+2016-08-30 21:54:36,648 DEBUG: View 2 : 0.413978494624
+2016-08-30 21:54:36,670 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:54:38,904 DEBUG: Best view : View0
+2016-08-30 21:54:55,601 DEBUG: Start: Iteration 247
+2016-08-30 21:54:55,622 DEBUG: View 0 : 0.629032258065
+2016-08-30 21:54:55,641 DEBUG: View 1 : 0.290322580645
+2016-08-30 21:54:55,660 DEBUG: View 2 : 0.60752688172
+2016-08-30 21:54:55,682 DEBUG: View 3 : 0.387096774194
+2016-08-30 21:54:57,917 DEBUG: Best view : View2
+2016-08-30 21:55:14,721 DEBUG: Start: Iteration 248
+2016-08-30 21:55:14,742 DEBUG: View 0 : 0.575268817204
+2016-08-30 21:55:14,763 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:55:14,783 DEBUG: View 2 : 0.413978494624
+2016-08-30 21:55:14,806 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:55:17,048 DEBUG: Best view : View0
+2016-08-30 21:55:33,855 DEBUG: Start: Iteration 249
+2016-08-30 21:55:33,876 DEBUG: View 0 : 0.537634408602
+2016-08-30 21:55:33,896 DEBUG: View 1 : 0.317204301075
+2016-08-30 21:55:33,916 DEBUG: View 2 : 0.52688172043
+2016-08-30 21:55:33,938 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:55:36,190 DEBUG: Best view : View2
+2016-08-30 21:55:53,052 DEBUG: Start: Iteration 250
+2016-08-30 21:55:53,072 DEBUG: View 0 : 0.639784946237
+2016-08-30 21:55:53,093 DEBUG: View 1 : 0.327956989247
+2016-08-30 21:55:53,112 DEBUG: View 2 : 0.543010752688
+2016-08-30 21:55:53,142 DEBUG: View 3 : 0.779569892473
+2016-08-30 21:55:55,403 DEBUG: Best view : View3
+2016-08-30 21:56:12,346 DEBUG: Start: Iteration 251
+2016-08-30 21:56:12,367 DEBUG: View 0 : 0.634408602151
+2016-08-30 21:56:12,387 DEBUG: View 1 : 0.317204301075
+2016-08-30 21:56:12,406 DEBUG: View 2 : 0.569892473118
+2016-08-30 21:56:12,430 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:56:14,683 DEBUG: Best view : View0
+2016-08-30 21:56:31,672 DEBUG: Start: Iteration 252
+2016-08-30 21:56:31,693 DEBUG: View 0 : 0.532258064516
+2016-08-30 21:56:31,713 DEBUG: View 1 : 0.397849462366
+2016-08-30 21:56:31,733 DEBUG: View 2 : 0.543010752688
+2016-08-30 21:56:31,755 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:56:34,014 DEBUG: Best view : View2
+2016-08-30 21:56:51,101 DEBUG: Start: Iteration 253
+2016-08-30 21:56:51,123 DEBUG: View 0 : 0.596774193548
+2016-08-30 21:56:51,144 DEBUG: View 1 : 0.344086021505
+2016-08-30 21:56:51,164 DEBUG: View 2 : 0.58064516129
+2016-08-30 21:56:51,187 DEBUG: View 3 : 0.467741935484
+2016-08-30 21:56:53,472 DEBUG: Best view : View2
+2016-08-30 21:57:10,643 DEBUG: Start: Iteration 254
+2016-08-30 21:57:10,664 DEBUG: View 0 : 0.586021505376
+2016-08-30 21:57:10,683 DEBUG: View 1 : 0.354838709677
+2016-08-30 21:57:10,702 DEBUG: View 2 : 0.569892473118
+2016-08-30 21:57:10,725 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:57:13,003 DEBUG: Best view : View2
+2016-08-30 21:57:30,162 DEBUG: Start: Iteration 255
+2016-08-30 21:57:30,183 DEBUG: View 0 : 0.591397849462
+2016-08-30 21:57:30,203 DEBUG: View 1 : 0.370967741935
+2016-08-30 21:57:30,223 DEBUG: View 2 : 0.489247311828
+2016-08-30 21:57:30,246 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:57:32,514 DEBUG: Best view : View0
+2016-08-30 21:57:49,728 DEBUG: Start: Iteration 256
+2016-08-30 21:57:49,749 DEBUG: View 0 : 0.564516129032
+2016-08-30 21:57:49,769 DEBUG: View 1 : 0.360215053763
+2016-08-30 21:57:49,789 DEBUG: View 2 : 0.387096774194
+2016-08-30 21:57:49,811 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:57:52,100 DEBUG: Best view : View0
+2016-08-30 21:58:09,360 DEBUG: Start: Iteration 257
+2016-08-30 21:58:09,381 DEBUG: View 0 : 0.575268817204
+2016-08-30 21:58:09,401 DEBUG: View 1 : 0.413978494624
+2016-08-30 21:58:09,420 DEBUG: View 2 : 0.489247311828
+2016-08-30 21:58:09,442 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:58:11,738 DEBUG: Best view : View0
+2016-08-30 21:58:29,109 DEBUG: Start: Iteration 258
+2016-08-30 21:58:29,131 DEBUG: View 0 : 0.456989247312
+2016-08-30 21:58:29,152 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:58:29,172 DEBUG: View 2 : 0.47311827957
+2016-08-30 21:58:29,196 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:58:29,196 WARNING: WARNING: All bad for iteration 257
+2016-08-30 21:58:31,519 DEBUG: Best view : View3
+2016-08-30 21:58:48,898 DEBUG: Start: Iteration 259
+2016-08-30 21:58:48,920 DEBUG: View 0 : 0.58064516129
+2016-08-30 21:58:48,939 DEBUG: View 1 : 0.279569892473
+2016-08-30 21:58:48,959 DEBUG: View 2 : 0.521505376344
+2016-08-30 21:58:48,981 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:58:51,292 DEBUG: Best view : View0
+2016-08-30 21:59:08,771 DEBUG: Start: Iteration 260
+2016-08-30 21:59:08,792 DEBUG: View 0 : 0.639784946237
+2016-08-30 21:59:08,811 DEBUG: View 1 : 0.596774193548
+2016-08-30 21:59:08,831 DEBUG: View 2 : 0.548387096774
+2016-08-30 21:59:08,853 DEBUG: View 3 : 0.784946236559
+2016-08-30 21:59:11,169 DEBUG: Best view : View3
+2016-08-30 21:59:28,777 DEBUG: Start: Iteration 261
+2016-08-30 21:59:28,798 DEBUG: View 0 : 0.629032258065
+2016-08-30 21:59:28,817 DEBUG: View 1 : 0.333333333333
+2016-08-30 21:59:28,837 DEBUG: View 2 : 0.629032258065
+2016-08-30 21:59:28,859 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:59:31,192 DEBUG: Best view : View2
+2016-08-30 21:59:48,807 DEBUG: Start: Iteration 262
+2016-08-30 21:59:48,828 DEBUG: View 0 : 0.666666666667
+2016-08-30 21:59:48,847 DEBUG: View 1 : 0.317204301075
+2016-08-30 21:59:48,867 DEBUG: View 2 : 0.478494623656
+2016-08-30 21:59:48,889 DEBUG: View 3 : 0.462365591398
+2016-08-30 21:59:51,224 DEBUG: Best view : View0
+2016-08-30 22:00:08,948 DEBUG: Start: Iteration 263
+2016-08-30 22:00:08,970 DEBUG: View 0 : 0.586021505376
+2016-08-30 22:00:08,989 DEBUG: View 1 : 0.284946236559
+2016-08-30 22:00:09,009 DEBUG: View 2 : 0.440860215054
+2016-08-30 22:00:09,032 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:00:11,362 DEBUG: Best view : View0
+2016-08-30 22:00:29,173 DEBUG: Start: Iteration 264
+2016-08-30 22:00:29,194 DEBUG: View 0 : 0.639784946237
+2016-08-30 22:00:29,215 DEBUG: View 1 : 0.376344086022
+2016-08-30 22:00:29,234 DEBUG: View 2 : 0.569892473118
+2016-08-30 22:00:29,257 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:00:31,613 DEBUG: Best view : View0
+2016-08-30 22:00:49,407 DEBUG: Start: Iteration 265
+2016-08-30 22:00:49,428 DEBUG: View 0 : 0.55376344086
+2016-08-30 22:00:49,447 DEBUG: View 1 : 0.349462365591
+2016-08-30 22:00:49,466 DEBUG: View 2 : 0.586021505376
+2016-08-30 22:00:49,489 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:00:51,836 DEBUG: Best view : View2
+2016-08-30 22:01:09,706 DEBUG: Start: Iteration 266
+2016-08-30 22:01:09,728 DEBUG: View 0 : 0.548387096774
+2016-08-30 22:01:09,748 DEBUG: View 1 : 0.333333333333
+2016-08-30 22:01:09,767 DEBUG: View 2 : 0.704301075269
+2016-08-30 22:01:09,789 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:01:12,151 DEBUG: Best view : View2
+2016-08-30 22:01:30,139 DEBUG: Start: Iteration 267
+2016-08-30 22:01:30,160 DEBUG: View 0 : 0.602150537634
+2016-08-30 22:01:30,179 DEBUG: View 1 : 0.333333333333
+2016-08-30 22:01:30,199 DEBUG: View 2 : 0.543010752688
+2016-08-30 22:01:30,221 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:01:32,576 DEBUG: Best view : View0
+2016-08-30 22:01:50,650 DEBUG: Start: Iteration 268
+2016-08-30 22:01:50,671 DEBUG: View 0 : 0.548387096774
+2016-08-30 22:01:50,691 DEBUG: View 1 : 0.306451612903
+2016-08-30 22:01:50,711 DEBUG: View 2 : 0.564516129032
+2016-08-30 22:01:50,733 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:01:53,132 DEBUG: Best view : View2
+2016-08-30 22:02:11,268 DEBUG: Start: Iteration 269
+2016-08-30 22:02:11,289 DEBUG: View 0 : 0.677419354839
+2016-08-30 22:02:11,308 DEBUG: View 1 : 0.403225806452
+2016-08-30 22:02:11,327 DEBUG: View 2 : 0.623655913978
+2016-08-30 22:02:11,350 DEBUG: View 3 : 0.774193548387
+2016-08-30 22:02:13,718 DEBUG: Best view : View3
+2016-08-30 22:02:31,897 DEBUG: Start: Iteration 270
+2016-08-30 22:02:31,919 DEBUG: View 0 : 0.516129032258
+2016-08-30 22:02:31,938 DEBUG: View 1 : 0.39247311828
+2016-08-30 22:02:31,957 DEBUG: View 2 : 0.645161290323
+2016-08-30 22:02:31,980 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:02:34,362 DEBUG: Best view : View2
+2016-08-30 22:02:52,575 DEBUG: Start: Iteration 271
+2016-08-30 22:02:52,596 DEBUG: View 0 : 0.623655913978
+2016-08-30 22:02:52,615 DEBUG: View 1 : 0.360215053763
+2016-08-30 22:02:52,635 DEBUG: View 2 : 0.666666666667
+2016-08-30 22:02:52,657 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:02:55,030 DEBUG: Best view : View2
+2016-08-30 22:03:13,283 DEBUG: Start: Iteration 272
+2016-08-30 22:03:13,305 DEBUG: View 0 : 0.564516129032
+2016-08-30 22:03:13,325 DEBUG: View 1 : 0.333333333333
+2016-08-30 22:03:13,344 DEBUG: View 2 : 0.424731182796
+2016-08-30 22:03:13,367 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:03:15,762 DEBUG: Best view : View0
+2016-08-30 22:03:34,055 DEBUG: Start: Iteration 273
+2016-08-30 22:03:34,077 DEBUG: View 0 : 0.537634408602
+2016-08-30 22:03:34,096 DEBUG: View 1 : 0.360215053763
+2016-08-30 22:03:34,115 DEBUG: View 2 : 0.548387096774
+2016-08-30 22:03:34,138 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:03:36,507 DEBUG: Best view : View2
+2016-08-30 22:03:54,910 DEBUG: Start: Iteration 274
+2016-08-30 22:03:54,931 DEBUG: View 0 : 0.543010752688
+2016-08-30 22:03:54,951 DEBUG: View 1 : 0.387096774194
+2016-08-30 22:03:54,970 DEBUG: View 2 : 0.478494623656
+2016-08-30 22:03:54,993 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:03:57,396 DEBUG: Best view : View0
+2016-08-30 22:04:15,872 DEBUG: Start: Iteration 275
+2016-08-30 22:04:15,893 DEBUG: View 0 : 0.666666666667
+2016-08-30 22:04:15,913 DEBUG: View 1 : 0.612903225806
+2016-08-30 22:04:15,932 DEBUG: View 2 : 0.424731182796
+2016-08-30 22:04:15,955 DEBUG: View 3 : 0.790322580645
+2016-08-30 22:04:18,377 DEBUG: Best view : View3
+2016-08-30 22:04:36,862 DEBUG: Start: Iteration 276
+2016-08-30 22:04:36,882 DEBUG: View 0 : 0.612903225806
+2016-08-30 22:04:36,902 DEBUG: View 1 : 0.408602150538
+2016-08-30 22:04:36,921 DEBUG: View 2 : 0.564516129032
+2016-08-30 22:04:36,944 DEBUG: View 3 : 0.790322580645
+2016-08-30 22:04:39,383 DEBUG: Best view : View3
+2016-08-30 22:04:57,952 DEBUG: Start: Iteration 277
+2016-08-30 22:04:57,974 DEBUG: View 0 : 0.564516129032
+2016-08-30 22:04:57,993 DEBUG: View 1 : 0.311827956989
+2016-08-30 22:04:58,013 DEBUG: View 2 : 0.575268817204
+2016-08-30 22:04:58,036 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:05:00,477 DEBUG: Best view : View2
+2016-08-30 22:05:19,081 DEBUG: Start: Iteration 278
+2016-08-30 22:05:19,102 DEBUG: View 0 : 0.650537634409
+2016-08-30 22:05:19,122 DEBUG: View 1 : 0.381720430108
+2016-08-30 22:05:19,141 DEBUG: View 2 : 0.408602150538
+2016-08-30 22:05:19,164 DEBUG: View 3 : 0.704301075269
+2016-08-30 22:05:21,615 DEBUG: Best view : View3
+2016-08-30 22:05:40,311 DEBUG: Start: Iteration 279
+2016-08-30 22:05:40,332 DEBUG: View 0 : 0.698924731183
+2016-08-30 22:05:40,351 DEBUG: View 1 : 0.39247311828
+2016-08-30 22:05:40,370 DEBUG: View 2 : 0.569892473118
+2016-08-30 22:05:40,393 DEBUG: View 3 : 0.704301075269
+2016-08-30 22:05:42,863 DEBUG: Best view : View3
+2016-08-30 22:06:01,652 DEBUG: Start: Iteration 280
+2016-08-30 22:06:01,673 DEBUG: View 0 : 0.650537634409
+2016-08-30 22:06:01,692 DEBUG: View 1 : 0.408602150538
+2016-08-30 22:06:01,711 DEBUG: View 2 : 0.505376344086
+2016-08-30 22:06:01,734 DEBUG: View 3 : 0.704301075269
+2016-08-30 22:06:04,203 DEBUG: Best view : View3
+2016-08-30 22:06:23,040 DEBUG: Start: Iteration 281
+2016-08-30 22:06:23,061 DEBUG: View 0 : 0.655913978495
+2016-08-30 22:06:23,080 DEBUG: View 1 : 0.284946236559
+2016-08-30 22:06:23,099 DEBUG: View 2 : 0.559139784946
+2016-08-30 22:06:23,122 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:06:25,591 DEBUG: Best view : View0
+2016-08-30 22:06:44,482 DEBUG: Start: Iteration 282
+2016-08-30 22:06:44,503 DEBUG: View 0 : 0.60752688172
+2016-08-30 22:06:44,522 DEBUG: View 1 : 0.311827956989
+2016-08-30 22:06:44,541 DEBUG: View 2 : 0.505376344086
+2016-08-30 22:06:44,564 DEBUG: View 3 : 0.784946236559
+2016-08-30 22:06:47,023 DEBUG: Best view : View3
+2016-08-30 22:07:05,995 DEBUG: Start: Iteration 283
+2016-08-30 22:07:06,016 DEBUG: View 0 : 0.591397849462
+2016-08-30 22:07:06,035 DEBUG: View 1 : 0.370967741935
+2016-08-30 22:07:06,054 DEBUG: View 2 : 0.521505376344
+2016-08-30 22:07:06,077 DEBUG: View 3 : 0.784946236559
+2016-08-30 22:07:08,488 DEBUG: Best view : View3
+2016-08-30 22:07:27,554 DEBUG: Start: Iteration 284
+2016-08-30 22:07:27,575 DEBUG: View 0 : 0.698924731183
+2016-08-30 22:07:27,594 DEBUG: View 1 : 0.327956989247
+2016-08-30 22:07:27,613 DEBUG: View 2 : 0.44623655914
+2016-08-30 22:07:27,636 DEBUG: View 3 : 0.456989247312
+2016-08-30 22:07:30,072 DEBUG: Best view : View0
+2016-08-30 22:07:49,224 DEBUG: Start: Iteration 285
+2016-08-30 22:07:49,245 DEBUG: View 0 : 0.543010752688
+2016-08-30 22:07:49,264 DEBUG: View 1 : 0.354838709677
+2016-08-30 22:07:49,284 DEBUG: View 2 : 0.58064516129
+2016-08-30 22:07:49,307 DEBUG: View 3 : 0.881720430108
+2016-08-30 22:07:51,747 DEBUG: Best view : View3
+2016-08-30 22:08:10,955 DEBUG: Start: Iteration 286
+2016-08-30 22:08:10,976 DEBUG: View 0 : 0.661290322581
+2016-08-30 22:08:10,996 DEBUG: View 1 : 0.387096774194
+2016-08-30 22:08:11,016 DEBUG: View 2 : 0.489247311828
+2016-08-30 22:08:11,039 DEBUG: View 3 : 0.854838709677
+2016-08-30 22:08:13,513 DEBUG: Best view : View3
+2016-08-30 22:08:32,899 DEBUG: Start: Iteration 287
+2016-08-30 22:08:32,919 DEBUG: View 0 : 0.645161290323
+2016-08-30 22:08:32,939 DEBUG: View 1 : 0.5
+2016-08-30 22:08:32,959 DEBUG: View 2 : 0.510752688172
+2016-08-30 22:08:32,982 DEBUG: View 3 : 0.784946236559
+2016-08-30 22:08:35,483 DEBUG: Best view : View3
+2016-08-30 22:08:54,871 DEBUG: Start: Iteration 288
+2016-08-30 22:08:54,892 DEBUG: View 0 : 0.618279569892
+2016-08-30 22:08:54,911 DEBUG: View 1 : 0.360215053763
+2016-08-30 22:08:54,931 DEBUG: View 2 : 0.548387096774
+2016-08-30 22:08:54,953 DEBUG: View 3 : 0.779569892473
+2016-08-30 22:08:57,490 DEBUG: Best view : View3
+2016-08-30 22:09:16,968 DEBUG: Start: Iteration 289
+2016-08-30 22:09:16,990 DEBUG: View 0 : 0.516129032258
+2016-08-30 22:09:17,010 DEBUG: View 1 : 0.338709677419
+2016-08-30 22:09:17,029 DEBUG: View 2 : 0.462365591398
+2016-08-30 22:09:17,051 DEBUG: View 3 : 0.801075268817
+2016-08-30 22:09:19,561 DEBUG: Best view : View3
+2016-08-30 22:09:38,986 DEBUG: Start: Iteration 290
+2016-08-30 22:09:39,006 DEBUG: View 0 : 0.661290322581
+2016-08-30 22:09:39,026 DEBUG: View 1 : 0.317204301075
+2016-08-30 22:09:39,046 DEBUG: View 2 : 0.58064516129
+2016-08-30 22:09:39,069 DEBUG: View 3 : 0.758064516129
+2016-08-30 22:09:41,608 DEBUG: Best view : View3
+2016-08-30 22:10:01,109 DEBUG: Start: Iteration 291
+2016-08-30 22:10:01,130 DEBUG: View 0 : 0.569892473118
+2016-08-30 22:10:01,148 DEBUG: View 1 : 0.327956989247
+2016-08-30 22:10:01,168 DEBUG: View 2 : 0.413978494624
+2016-08-30 22:10:01,190 DEBUG: View 3 : 0.860215053763
+2016-08-30 22:10:03,730 DEBUG: Best view : View3
+2016-08-30 22:10:23,312 DEBUG: Start: Iteration 292
+2016-08-30 22:10:23,334 DEBUG: View 0 : 0.569892473118
+2016-08-30 22:10:23,353 DEBUG: View 1 : 0.360215053763
+2016-08-30 22:10:23,372 DEBUG: View 2 : 0.672043010753
+2016-08-30 22:10:23,395 DEBUG: View 3 : 0.354838709677
+2016-08-30 22:10:25,943 DEBUG: Best view : View2
+2016-08-30 22:10:45,600 DEBUG: Start: Iteration 293
+2016-08-30 22:10:45,621 DEBUG: View 0 : 0.650537634409
+2016-08-30 22:10:45,640 DEBUG: View 1 : 0.306451612903
+2016-08-30 22:10:45,659 DEBUG: View 2 : 0.41935483871
+2016-08-30 22:10:45,682 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:10:48,226 DEBUG: Best view : View0
+2016-08-30 22:11:07,988 DEBUG: Start: Iteration 294
+2016-08-30 22:11:08,009 DEBUG: View 0 : 0.483870967742
+2016-08-30 22:11:08,029 DEBUG: View 1 : 0.327956989247
+2016-08-30 22:11:08,048 DEBUG: View 2 : 0.467741935484
+2016-08-30 22:11:08,071 DEBUG: View 3 : 0.467741935484
+2016-08-30 22:11:08,072 WARNING: WARNING: All bad for iteration 293
+2016-08-30 22:11:10,638 DEBUG: Best view : View3
+2016-08-30 22:11:30,463 DEBUG: Start: Iteration 295
+2016-08-30 22:11:30,484 DEBUG: View 0 : 0.602150537634
+2016-08-30 22:11:30,503 DEBUG: View 1 : 0.5
+2016-08-30 22:11:30,523 DEBUG: View 2 : 0.559139784946
+2016-08-30 22:11:30,547 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:11:33,126 DEBUG: Best view : View0
+2016-08-30 22:11:53,011 DEBUG: Start: Iteration 296
+2016-08-30 22:11:53,032 DEBUG: View 0 : 0.478494623656
+2016-08-30 22:11:53,051 DEBUG: View 1 : 0.279569892473
+2016-08-30 22:11:53,071 DEBUG: View 2 : 0.52688172043
+2016-08-30 22:11:53,093 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:11:55,672 DEBUG: Best view : View2
+2016-08-30 22:12:15,599 DEBUG: Start: Iteration 297
+2016-08-30 22:12:15,620 DEBUG: View 0 : 0.704301075269
+2016-08-30 22:12:15,640 DEBUG: View 1 : 0.338709677419
+2016-08-30 22:12:15,659 DEBUG: View 2 : 0.672043010753
+2016-08-30 22:12:15,682 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:12:18,269 DEBUG: Best view : View0
+2016-08-30 22:12:38,376 DEBUG: Start: Iteration 298
+2016-08-30 22:12:38,398 DEBUG: View 0 : 0.709677419355
+2016-08-30 22:12:38,417 DEBUG: View 1 : 0.408602150538
+2016-08-30 22:12:38,436 DEBUG: View 2 : 0.451612903226
+2016-08-30 22:12:38,459 DEBUG: View 3 : 0.381720430108
+2016-08-30 22:12:41,062 DEBUG: Best view : View0
+2016-08-30 22:13:01,264 DEBUG: Start: Iteration 299
+2016-08-30 22:13:01,285 DEBUG: View 0 : 0.661290322581
+2016-08-30 22:13:01,304 DEBUG: View 1 : 0.333333333333
+2016-08-30 22:13:01,323 DEBUG: View 2 : 0.55376344086
+2016-08-30 22:13:01,345 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:13:03,942 DEBUG: Best view : View0
+2016-08-30 22:13:24,081 DEBUG: Start: Iteration 300
+2016-08-30 22:13:24,103 DEBUG: View 0 : 0.650537634409
+2016-08-30 22:13:24,123 DEBUG: View 1 : 0.41935483871
+2016-08-30 22:13:24,143 DEBUG: View 2 : 0.58064516129
+2016-08-30 22:13:24,165 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:13:26,770 DEBUG: Best view : View0
+2016-08-30 22:13:46,990 DEBUG: Start: Iteration 301
+2016-08-30 22:13:47,011 DEBUG: View 0 : 0.516129032258
+2016-08-30 22:13:47,030 DEBUG: View 1 : 0.333333333333
+2016-08-30 22:13:47,050 DEBUG: View 2 : 0.467741935484
+2016-08-30 22:13:47,073 DEBUG: View 3 : 0.462365591398
+2016-08-30 22:13:49,676 DEBUG: Best view : View0
+2016-08-30 22:14:09,994 DEBUG: Start: Iteration 302
+2016-08-30 22:14:10,018 DEBUG: View 0 : 0.575268817204
+2016-08-30 22:14:10,040 DEBUG: View 1 : 0.301075268817
+2016-08-30 22:14:10,062 DEBUG: View 2 : 0.521505376344
+2016-08-30 22:14:10,088 DEBUG: View 3 : 0.354838709677
+2016-08-30 22:14:12,779 DEBUG: Best view : View0
+2016-08-30 22:14:33,142 INFO: Start: Classification
+2016-08-30 22:15:06,093 INFO: Done: Fold number 4
+2016-08-30 22:15:06,093 INFO: Start: Fold number 5
+2016-08-30 22:15:14,370 DEBUG: Start: Iteration 1
+2016-08-30 22:15:14,390 DEBUG: View 0 : 0.13612565445
+2016-08-30 22:15:14,409 DEBUG: View 1 : 0.115183246073
+2016-08-30 22:15:14,428 DEBUG: View 2 : 0.109947643979
+2016-08-30 22:15:14,452 DEBUG: View 3 : 0.120418848168
+2016-08-30 22:15:14,452 WARNING: WARNING: All bad for iteration 0
+2016-08-30 22:15:14,735 DEBUG: Best view : View0
+2016-08-30 22:15:14,857 DEBUG: Start: Iteration 2
+2016-08-30 22:15:14,879 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:15:14,901 DEBUG: View 1 : 0.628272251309
+2016-08-30 22:15:14,921 DEBUG: View 2 : 0.424083769634
+2016-08-30 22:15:14,946 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:15:15,238 DEBUG: Best view : View0
+2016-08-30 22:15:15,433 DEBUG: Start: Iteration 3
+2016-08-30 22:15:15,454 DEBUG: View 0 : 0.717277486911
+2016-08-30 22:15:15,474 DEBUG: View 1 : 0.408376963351
+2016-08-30 22:15:15,494 DEBUG: View 2 : 0.570680628272
+2016-08-30 22:15:15,517 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:15:15,914 DEBUG: Best view : View0
+2016-08-30 22:15:16,200 DEBUG: Start: Iteration 4
+2016-08-30 22:15:16,222 DEBUG: View 0 : 0.712041884817
+2016-08-30 22:15:16,241 DEBUG: View 1 : 0.293193717277
+2016-08-30 22:15:16,262 DEBUG: View 2 : 0.350785340314
+2016-08-30 22:15:16,285 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:15:16,710 DEBUG: Best view : View0
+2016-08-30 22:15:17,048 DEBUG: Start: Iteration 5
+2016-08-30 22:15:17,070 DEBUG: View 0 : 0.623036649215
+2016-08-30 22:15:17,089 DEBUG: View 1 : 0.356020942408
+2016-08-30 22:15:17,109 DEBUG: View 2 : 0.392670157068
+2016-08-30 22:15:17,132 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:15:17,524 DEBUG: Best view : View0
+2016-08-30 22:15:17,941 DEBUG: Start: Iteration 6
+2016-08-30 22:15:17,963 DEBUG: View 0 : 0.544502617801
+2016-08-30 22:15:17,983 DEBUG: View 1 : 0.376963350785
+2016-08-30 22:15:18,004 DEBUG: View 2 : 0.48167539267
+2016-08-30 22:15:18,027 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:15:18,401 DEBUG: Best view : View0
+2016-08-30 22:15:18,879 DEBUG: Start: Iteration 7
+2016-08-30 22:15:18,900 DEBUG: View 0 : 0.61780104712
+2016-08-30 22:15:18,920 DEBUG: View 1 : 0.581151832461
+2016-08-30 22:15:18,940 DEBUG: View 2 : 0.44502617801
+2016-08-30 22:15:18,963 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:15:19,347 DEBUG: Best view : View0
+2016-08-30 22:15:19,895 DEBUG: Start: Iteration 8
+2016-08-30 22:15:19,917 DEBUG: View 0 : 0.738219895288
+2016-08-30 22:15:19,936 DEBUG: View 1 : 0.424083769634
+2016-08-30 22:15:19,956 DEBUG: View 2 : 0.439790575916
+2016-08-30 22:15:19,980 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:15:20,362 DEBUG: Best view : View0
+2016-08-30 22:15:20,984 DEBUG: Start: Iteration 9
+2016-08-30 22:15:21,005 DEBUG: View 0 : 0.643979057592
+2016-08-30 22:15:21,025 DEBUG: View 1 : 0.486910994764
+2016-08-30 22:15:21,044 DEBUG: View 2 : 0.607329842932
+2016-08-30 22:15:21,067 DEBUG: View 3 : 0.507853403141
+2016-08-30 22:15:21,460 DEBUG: Best view : View0
+2016-08-30 22:15:22,141 DEBUG: Start: Iteration 10
+2016-08-30 22:15:22,162 DEBUG: View 0 : 0.607329842932
+2016-08-30 22:15:22,182 DEBUG: View 1 : 0.455497382199
+2016-08-30 22:15:22,211 DEBUG: View 2 : 0.476439790576
+2016-08-30 22:15:22,234 DEBUG: View 3 : 0.528795811518
+2016-08-30 22:15:22,637 DEBUG: Best view : View0
+2016-08-30 22:15:23,391 DEBUG: Start: Iteration 11
+2016-08-30 22:15:23,413 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:15:23,432 DEBUG: View 1 : 0.471204188482
+2016-08-30 22:15:23,453 DEBUG: View 2 : 0.570680628272
+2016-08-30 22:15:23,476 DEBUG: View 3 : 0.424083769634
+2016-08-30 22:15:23,894 DEBUG: Best view : View0
+2016-08-30 22:15:24,714 DEBUG: Start: Iteration 12
+2016-08-30 22:15:24,735 DEBUG: View 0 : 0.643979057592
+2016-08-30 22:15:24,755 DEBUG: View 1 : 0.424083769634
+2016-08-30 22:15:24,775 DEBUG: View 2 : 0.65445026178
+2016-08-30 22:15:24,798 DEBUG: View 3 : 0.434554973822
+2016-08-30 22:15:25,235 DEBUG: Best view : View2
+2016-08-30 22:15:26,158 DEBUG: Start: Iteration 13
+2016-08-30 22:15:26,180 DEBUG: View 0 : 0.743455497382
+2016-08-30 22:15:26,200 DEBUG: View 1 : 0.55497382199
+2016-08-30 22:15:26,221 DEBUG: View 2 : 0.48167539267
+2016-08-30 22:15:26,245 DEBUG: View 3 : 0.434554973822
+2016-08-30 22:15:26,679 DEBUG: Best view : View0
+2016-08-30 22:15:27,651 DEBUG: Start: Iteration 14
+2016-08-30 22:15:27,672 DEBUG: View 0 : 0.664921465969
+2016-08-30 22:15:27,692 DEBUG: View 1 : 0.376963350785
+2016-08-30 22:15:27,711 DEBUG: View 2 : 0.460732984293
+2016-08-30 22:15:27,734 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:15:28,168 DEBUG: Best view : View0
+2016-08-30 22:15:29,207 DEBUG: Start: Iteration 15
+2016-08-30 22:15:29,229 DEBUG: View 0 : 0.628272251309
+2016-08-30 22:15:29,249 DEBUG: View 1 : 0.486910994764
+2016-08-30 22:15:29,269 DEBUG: View 2 : 0.492146596859
+2016-08-30 22:15:29,293 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:15:29,731 DEBUG: Best view : View0
+2016-08-30 22:15:30,852 DEBUG: Start: Iteration 16
+2016-08-30 22:15:30,873 DEBUG: View 0 : 0.65445026178
+2016-08-30 22:15:30,893 DEBUG: View 1 : 0.492146596859
+2016-08-30 22:15:30,913 DEBUG: View 2 : 0.507853403141
+2016-08-30 22:15:30,936 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:15:31,394 DEBUG: Best view : View0
+2016-08-30 22:15:32,565 DEBUG: Start: Iteration 17
+2016-08-30 22:15:32,587 DEBUG: View 0 : 0.643979057592
+2016-08-30 22:15:32,607 DEBUG: View 1 : 0.507853403141
+2016-08-30 22:15:32,627 DEBUG: View 2 : 0.643979057592
+2016-08-30 22:15:32,649 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:15:33,114 DEBUG: Best view : View2
+2016-08-30 22:15:34,361 DEBUG: Start: Iteration 18
+2016-08-30 22:15:34,383 DEBUG: View 0 : 0.649214659686
+2016-08-30 22:15:34,403 DEBUG: View 1 : 0.523560209424
+2016-08-30 22:15:34,423 DEBUG: View 2 : 0.38219895288
+2016-08-30 22:15:34,448 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:15:34,912 DEBUG: Best view : View0
+2016-08-30 22:15:36,231 DEBUG: Start: Iteration 19
+2016-08-30 22:15:36,253 DEBUG: View 0 : 0.565445026178
+2016-08-30 22:15:36,273 DEBUG: View 1 : 0.528795811518
+2016-08-30 22:15:36,294 DEBUG: View 2 : 0.460732984293
+2016-08-30 22:15:36,317 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:15:36,788 DEBUG: Best view : View0
+2016-08-30 22:15:38,179 DEBUG: Start: Iteration 20
+2016-08-30 22:15:38,201 DEBUG: View 0 : 0.623036649215
+2016-08-30 22:15:38,221 DEBUG: View 1 : 0.44502617801
+2016-08-30 22:15:38,241 DEBUG: View 2 : 0.48167539267
+2016-08-30 22:15:38,263 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:15:38,739 DEBUG: Best view : View0
+2016-08-30 22:15:40,198 DEBUG: Start: Iteration 21
+2016-08-30 22:15:40,220 DEBUG: View 0 : 0.701570680628
+2016-08-30 22:15:40,239 DEBUG: View 1 : 0.596858638743
+2016-08-30 22:15:40,259 DEBUG: View 2 : 0.429319371728
+2016-08-30 22:15:40,282 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:15:40,775 DEBUG: Best view : View0
+2016-08-30 22:15:42,298 DEBUG: Start: Iteration 22
+2016-08-30 22:15:42,320 DEBUG: View 0 : 0.743455497382
+2016-08-30 22:15:42,340 DEBUG: View 1 : 0.450261780105
+2016-08-30 22:15:42,360 DEBUG: View 2 : 0.544502617801
+2016-08-30 22:15:42,383 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:15:42,877 DEBUG: Best view : View0
+2016-08-30 22:15:44,467 DEBUG: Start: Iteration 23
+2016-08-30 22:15:44,489 DEBUG: View 0 : 0.706806282723
+2016-08-30 22:15:44,509 DEBUG: View 1 : 0.38219895288
+2016-08-30 22:15:44,529 DEBUG: View 2 : 0.507853403141
+2016-08-30 22:15:44,551 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:15:45,062 DEBUG: Best view : View0
+2016-08-30 22:15:46,725 DEBUG: Start: Iteration 24
+2016-08-30 22:15:46,747 DEBUG: View 0 : 0.680628272251
+2016-08-30 22:15:46,766 DEBUG: View 1 : 0.408376963351
+2016-08-30 22:15:46,786 DEBUG: View 2 : 0.492146596859
+2016-08-30 22:15:46,809 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:15:47,318 DEBUG: Best view : View0
+2016-08-30 22:15:49,050 DEBUG: Start: Iteration 25
+2016-08-30 22:15:49,072 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:15:49,092 DEBUG: View 1 : 0.471204188482
+2016-08-30 22:15:49,112 DEBUG: View 2 : 0.361256544503
+2016-08-30 22:15:49,134 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:15:49,665 DEBUG: Best view : View0
+2016-08-30 22:15:51,474 DEBUG: Start: Iteration 26
+2016-08-30 22:15:51,496 DEBUG: View 0 : 0.65445026178
+2016-08-30 22:15:51,515 DEBUG: View 1 : 0.507853403141
+2016-08-30 22:15:51,535 DEBUG: View 2 : 0.465968586387
+2016-08-30 22:15:51,558 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:15:52,088 DEBUG: Best view : View0
+2016-08-30 22:15:53,961 DEBUG: Start: Iteration 27
+2016-08-30 22:15:53,983 DEBUG: View 0 : 0.575916230366
+2016-08-30 22:15:54,003 DEBUG: View 1 : 0.476439790576
+2016-08-30 22:15:54,023 DEBUG: View 2 : 0.465968586387
+2016-08-30 22:15:54,046 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:15:54,590 DEBUG: Best view : View0
+2016-08-30 22:15:56,529 DEBUG: Start: Iteration 28
+2016-08-30 22:15:56,550 DEBUG: View 0 : 0.685863874346
+2016-08-30 22:15:56,570 DEBUG: View 1 : 0.403141361257
+2016-08-30 22:15:56,590 DEBUG: View 2 : 0.408376963351
+2016-08-30 22:15:56,613 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:15:57,163 DEBUG: Best view : View0
+2016-08-30 22:15:59,179 DEBUG: Start: Iteration 29
+2016-08-30 22:15:59,201 DEBUG: View 0 : 0.560209424084
+2016-08-30 22:15:59,220 DEBUG: View 1 : 0.51832460733
+2016-08-30 22:15:59,241 DEBUG: View 2 : 0.44502617801
+2016-08-30 22:15:59,264 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:15:59,812 DEBUG: Best view : View0
+2016-08-30 22:16:01,911 DEBUG: Start: Iteration 30
+2016-08-30 22:16:01,932 DEBUG: View 0 : 0.738219895288
+2016-08-30 22:16:01,951 DEBUG: View 1 : 0.413612565445
+2016-08-30 22:16:01,972 DEBUG: View 2 : 0.350785340314
+2016-08-30 22:16:01,994 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:16:02,562 DEBUG: Best view : View0
+2016-08-30 22:16:04,727 DEBUG: Start: Iteration 31
+2016-08-30 22:16:04,750 DEBUG: View 0 : 0.664921465969
+2016-08-30 22:16:04,769 DEBUG: View 1 : 0.497382198953
+2016-08-30 22:16:04,789 DEBUG: View 2 : 0.424083769634
+2016-08-30 22:16:04,812 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:16:05,380 DEBUG: Best view : View0
+2016-08-30 22:16:07,600 DEBUG: Start: Iteration 32
+2016-08-30 22:16:07,622 DEBUG: View 0 : 0.549738219895
+2016-08-30 22:16:07,641 DEBUG: View 1 : 0.408376963351
+2016-08-30 22:16:07,661 DEBUG: View 2 : 0.486910994764
+2016-08-30 22:16:07,685 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:16:08,260 DEBUG: Best view : View0
+2016-08-30 22:16:10,547 DEBUG: Start: Iteration 33
+2016-08-30 22:16:10,568 DEBUG: View 0 : 0.643979057592
+2016-08-30 22:16:10,588 DEBUG: View 1 : 0.502617801047
+2016-08-30 22:16:10,608 DEBUG: View 2 : 0.623036649215
+2016-08-30 22:16:10,631 DEBUG: View 3 : 0.413612565445
+2016-08-30 22:16:11,211 DEBUG: Best view : View0
+2016-08-30 22:16:13,564 DEBUG: Start: Iteration 34
+2016-08-30 22:16:13,585 DEBUG: View 0 : 0.712041884817
+2016-08-30 22:16:13,604 DEBUG: View 1 : 0.544502617801
+2016-08-30 22:16:13,624 DEBUG: View 2 : 0.356020942408
+2016-08-30 22:16:13,648 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:16:14,237 DEBUG: Best view : View0
+2016-08-30 22:16:16,666 DEBUG: Start: Iteration 35
+2016-08-30 22:16:16,688 DEBUG: View 0 : 0.727748691099
+2016-08-30 22:16:16,708 DEBUG: View 1 : 0.51832460733
+2016-08-30 22:16:16,729 DEBUG: View 2 : 0.591623036649
+2016-08-30 22:16:16,753 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:16:17,357 DEBUG: Best view : View0
+2016-08-30 22:16:19,859 DEBUG: Start: Iteration 36
+2016-08-30 22:16:19,888 DEBUG: View 0 : 0.628272251309
+2016-08-30 22:16:19,908 DEBUG: View 1 : 0.387434554974
+2016-08-30 22:16:19,928 DEBUG: View 2 : 0.649214659686
+2016-08-30 22:16:19,952 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:16:20,558 DEBUG: Best view : View2
+2016-08-30 22:16:23,132 DEBUG: Start: Iteration 37
+2016-08-30 22:16:23,153 DEBUG: View 0 : 0.659685863874
+2016-08-30 22:16:23,173 DEBUG: View 1 : 0.507853403141
+2016-08-30 22:16:23,194 DEBUG: View 2 : 0.486910994764
+2016-08-30 22:16:23,217 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:16:23,832 DEBUG: Best view : View0
+2016-08-30 22:16:26,479 DEBUG: Start: Iteration 38
+2016-08-30 22:16:26,500 DEBUG: View 0 : 0.706806282723
+2016-08-30 22:16:26,519 DEBUG: View 1 : 0.439790575916
+2016-08-30 22:16:26,540 DEBUG: View 2 : 0.403141361257
+2016-08-30 22:16:26,563 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:16:27,185 DEBUG: Best view : View0
+2016-08-30 22:16:29,900 DEBUG: Start: Iteration 39
+2016-08-30 22:16:29,922 DEBUG: View 0 : 0.717277486911
+2016-08-30 22:16:29,941 DEBUG: View 1 : 0.502617801047
+2016-08-30 22:16:29,961 DEBUG: View 2 : 0.507853403141
+2016-08-30 22:16:29,984 DEBUG: View 3 : 0.492146596859
+2016-08-30 22:16:30,630 DEBUG: Best view : View0
+2016-08-30 22:16:33,400 DEBUG: Start: Iteration 40
+2016-08-30 22:16:33,421 DEBUG: View 0 : 0.680628272251
+2016-08-30 22:16:33,441 DEBUG: View 1 : 0.539267015707
+2016-08-30 22:16:33,461 DEBUG: View 2 : 0.696335078534
+2016-08-30 22:16:33,485 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:16:34,130 DEBUG: Best view : View2
+2016-08-30 22:16:36,985 DEBUG: Start: Iteration 41
+2016-08-30 22:16:37,006 DEBUG: View 0 : 0.581151832461
+2016-08-30 22:16:37,026 DEBUG: View 1 : 0.565445026178
+2016-08-30 22:16:37,046 DEBUG: View 2 : 0.51832460733
+2016-08-30 22:16:37,069 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:16:37,711 DEBUG: Best view : View1
+2016-08-30 22:16:40,664 DEBUG: Start: Iteration 42
+2016-08-30 22:16:40,686 DEBUG: View 0 : 0.69109947644
+2016-08-30 22:16:40,707 DEBUG: View 1 : 0.534031413613
+2016-08-30 22:16:40,728 DEBUG: View 2 : 0.492146596859
+2016-08-30 22:16:40,752 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:16:41,415 DEBUG: Best view : View0
+2016-08-30 22:16:44,401 DEBUG: Start: Iteration 43
+2016-08-30 22:16:44,422 DEBUG: View 0 : 0.591623036649
+2016-08-30 22:16:44,442 DEBUG: View 1 : 0.418848167539
+2016-08-30 22:16:44,462 DEBUG: View 2 : 0.513089005236
+2016-08-30 22:16:44,486 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:16:45,146 DEBUG: Best view : View0
+2016-08-30 22:16:48,206 DEBUG: Start: Iteration 44
+2016-08-30 22:16:48,228 DEBUG: View 0 : 0.61780104712
+2016-08-30 22:16:48,247 DEBUG: View 1 : 0.539267015707
+2016-08-30 22:16:48,267 DEBUG: View 2 : 0.397905759162
+2016-08-30 22:16:48,291 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:16:48,966 DEBUG: Best view : View0
+2016-08-30 22:16:52,094 DEBUG: Start: Iteration 45
+2016-08-30 22:16:52,115 DEBUG: View 0 : 0.69109947644
+2016-08-30 22:16:52,135 DEBUG: View 1 : 0.455497382199
+2016-08-30 22:16:52,155 DEBUG: View 2 : 0.356020942408
+2016-08-30 22:16:52,178 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:16:52,852 DEBUG: Best view : View0
+2016-08-30 22:16:56,068 DEBUG: Start: Iteration 46
+2016-08-30 22:16:56,089 DEBUG: View 0 : 0.643979057592
+2016-08-30 22:16:56,108 DEBUG: View 1 : 0.539267015707
+2016-08-30 22:16:56,128 DEBUG: View 2 : 0.492146596859
+2016-08-30 22:16:56,152 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:16:56,844 DEBUG: Best view : View0
+2016-08-30 22:17:00,109 DEBUG: Start: Iteration 47
+2016-08-30 22:17:00,131 DEBUG: View 0 : 0.638743455497
+2016-08-30 22:17:00,150 DEBUG: View 1 : 0.30890052356
+2016-08-30 22:17:00,170 DEBUG: View 2 : 0.591623036649
+2016-08-30 22:17:00,194 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:17:00,901 DEBUG: Best view : View0
+2016-08-30 22:17:04,244 DEBUG: Start: Iteration 48
+2016-08-30 22:17:04,266 DEBUG: View 0 : 0.575916230366
+2016-08-30 22:17:04,287 DEBUG: View 1 : 0.340314136126
+2016-08-30 22:17:04,307 DEBUG: View 2 : 0.418848167539
+2016-08-30 22:17:04,330 DEBUG: View 3 : 0.424083769634
+2016-08-30 22:17:05,039 DEBUG: Best view : View0
+2016-08-30 22:17:08,460 DEBUG: Start: Iteration 49
+2016-08-30 22:17:08,484 DEBUG: View 0 : 0.727748691099
+2016-08-30 22:17:08,504 DEBUG: View 1 : 0.492146596859
+2016-08-30 22:17:08,525 DEBUG: View 2 : 0.460732984293
+2016-08-30 22:17:08,548 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:17:09,259 DEBUG: Best view : View0
+2016-08-30 22:17:12,761 DEBUG: Start: Iteration 50
+2016-08-30 22:17:12,783 DEBUG: View 0 : 0.586387434555
+2016-08-30 22:17:12,803 DEBUG: View 1 : 0.534031413613
+2016-08-30 22:17:12,824 DEBUG: View 2 : 0.48167539267
+2016-08-30 22:17:12,848 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:17:13,579 DEBUG: Best view : View0
+2016-08-30 22:17:17,132 DEBUG: Start: Iteration 51
+2016-08-30 22:17:17,153 DEBUG: View 0 : 0.560209424084
+2016-08-30 22:17:17,173 DEBUG: View 1 : 0.434554973822
+2016-08-30 22:17:17,192 DEBUG: View 2 : 0.48167539267
+2016-08-30 22:17:17,216 DEBUG: View 3 : 0.492146596859
+2016-08-30 22:17:17,949 DEBUG: Best view : View0
+2016-08-30 22:17:21,588 DEBUG: Start: Iteration 52
+2016-08-30 22:17:21,610 DEBUG: View 0 : 0.701570680628
+2016-08-30 22:17:21,630 DEBUG: View 1 : 0.350785340314
+2016-08-30 22:17:21,651 DEBUG: View 2 : 0.38219895288
+2016-08-30 22:17:21,675 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:17:22,415 DEBUG: Best view : View0
+2016-08-30 22:17:26,113 DEBUG: Start: Iteration 53
+2016-08-30 22:17:26,135 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:17:26,154 DEBUG: View 1 : 0.502617801047
+2016-08-30 22:17:26,174 DEBUG: View 2 : 0.596858638743
+2016-08-30 22:17:26,197 DEBUG: View 3 : 0.387434554974
+2016-08-30 22:17:26,951 DEBUG: Best view : View0
+2016-08-30 22:17:30,717 DEBUG: Start: Iteration 54
+2016-08-30 22:17:30,738 DEBUG: View 0 : 0.65445026178
+2016-08-30 22:17:30,758 DEBUG: View 1 : 0.376963350785
+2016-08-30 22:17:30,778 DEBUG: View 2 : 0.55497382199
+2016-08-30 22:17:30,801 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:17:31,563 DEBUG: Best view : View0
+2016-08-30 22:17:35,400 DEBUG: Start: Iteration 55
+2016-08-30 22:17:35,423 DEBUG: View 0 : 0.659685863874
+2016-08-30 22:17:35,444 DEBUG: View 1 : 0.429319371728
+2016-08-30 22:17:35,465 DEBUG: View 2 : 0.371727748691
+2016-08-30 22:17:35,489 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:17:36,272 DEBUG: Best view : View0
+2016-08-30 22:17:40,187 DEBUG: Start: Iteration 56
+2016-08-30 22:17:40,209 DEBUG: View 0 : 0.602094240838
+2016-08-30 22:17:40,228 DEBUG: View 1 : 0.439790575916
+2016-08-30 22:17:40,248 DEBUG: View 2 : 0.55497382199
+2016-08-30 22:17:40,271 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:17:41,072 DEBUG: Best view : View0
+2016-08-30 22:17:45,061 DEBUG: Start: Iteration 57
+2016-08-30 22:17:45,082 DEBUG: View 0 : 0.738219895288
+2016-08-30 22:17:45,103 DEBUG: View 1 : 0.471204188482
+2016-08-30 22:17:45,123 DEBUG: View 2 : 0.455497382199
+2016-08-30 22:17:45,146 DEBUG: View 3 : 0.539267015707
+2016-08-30 22:17:45,937 DEBUG: Best view : View0
+2016-08-30 22:17:49,977 DEBUG: Start: Iteration 58
+2016-08-30 22:17:49,999 DEBUG: View 0 : 0.712041884817
+2016-08-30 22:17:50,018 DEBUG: View 1 : 0.460732984293
+2016-08-30 22:17:50,038 DEBUG: View 2 : 0.549738219895
+2016-08-30 22:17:50,062 DEBUG: View 3 : 0.429319371728
+2016-08-30 22:17:50,862 DEBUG: Best view : View0
+2016-08-30 22:17:54,973 DEBUG: Start: Iteration 59
+2016-08-30 22:17:54,995 DEBUG: View 0 : 0.65445026178
+2016-08-30 22:17:55,015 DEBUG: View 1 : 0.61780104712
+2016-08-30 22:17:55,035 DEBUG: View 2 : 0.497382198953
+2016-08-30 22:17:55,058 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:17:55,867 DEBUG: Best view : View0
+2016-08-30 22:18:00,031 DEBUG: Start: Iteration 60
+2016-08-30 22:18:00,054 DEBUG: View 0 : 0.623036649215
+2016-08-30 22:18:00,074 DEBUG: View 1 : 0.486910994764
+2016-08-30 22:18:00,094 DEBUG: View 2 : 0.48167539267
+2016-08-30 22:18:00,118 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:18:00,939 DEBUG: Best view : View0
+2016-08-30 22:18:05,161 DEBUG: Start: Iteration 61
+2016-08-30 22:18:05,183 DEBUG: View 0 : 0.61780104712
+2016-08-30 22:18:05,203 DEBUG: View 1 : 0.560209424084
+2016-08-30 22:18:05,223 DEBUG: View 2 : 0.486910994764
+2016-08-30 22:18:05,247 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:18:06,063 DEBUG: Best view : View0
+2016-08-30 22:18:10,389 DEBUG: Start: Iteration 62
+2016-08-30 22:18:10,411 DEBUG: View 0 : 0.727748691099
+2016-08-30 22:18:10,431 DEBUG: View 1 : 0.371727748691
+2016-08-30 22:18:10,451 DEBUG: View 2 : 0.460732984293
+2016-08-30 22:18:10,474 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:18:11,303 DEBUG: Best view : View0
+2016-08-30 22:18:15,666 DEBUG: Start: Iteration 63
+2016-08-30 22:18:15,687 DEBUG: View 0 : 0.659685863874
+2016-08-30 22:18:15,707 DEBUG: View 1 : 0.65445026178
+2016-08-30 22:18:15,727 DEBUG: View 2 : 0.455497382199
+2016-08-30 22:18:15,750 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:18:16,583 DEBUG: Best view : View1
+2016-08-30 22:18:21,041 DEBUG: Start: Iteration 64
+2016-08-30 22:18:21,062 DEBUG: View 0 : 0.722513089005
+2016-08-30 22:18:21,082 DEBUG: View 1 : 0.465968586387
+2016-08-30 22:18:21,102 DEBUG: View 2 : 0.434554973822
+2016-08-30 22:18:21,124 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:18:21,963 DEBUG: Best view : View0
+2016-08-30 22:18:26,461 DEBUG: Start: Iteration 65
+2016-08-30 22:18:26,483 DEBUG: View 0 : 0.722513089005
+2016-08-30 22:18:26,503 DEBUG: View 1 : 0.418848167539
+2016-08-30 22:18:26,523 DEBUG: View 2 : 0.44502617801
+2016-08-30 22:18:26,547 DEBUG: View 3 : 0.539267015707
+2016-08-30 22:18:27,398 DEBUG: Best view : View0
+2016-08-30 22:18:31,971 DEBUG: Start: Iteration 66
+2016-08-30 22:18:31,993 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:18:32,012 DEBUG: View 1 : 0.476439790576
+2016-08-30 22:18:32,032 DEBUG: View 2 : 0.502617801047
+2016-08-30 22:18:32,055 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:18:32,908 DEBUG: Best view : View0
+2016-08-30 22:18:37,545 DEBUG: Start: Iteration 67
+2016-08-30 22:18:37,566 DEBUG: View 0 : 0.664921465969
+2016-08-30 22:18:37,586 DEBUG: View 1 : 0.471204188482
+2016-08-30 22:18:37,607 DEBUG: View 2 : 0.649214659686
+2016-08-30 22:18:37,630 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:18:38,493 DEBUG: Best view : View2
+2016-08-30 22:18:43,213 DEBUG: Start: Iteration 68
+2016-08-30 22:18:43,235 DEBUG: View 0 : 0.680628272251
+2016-08-30 22:18:43,255 DEBUG: View 1 : 0.361256544503
+2016-08-30 22:18:43,275 DEBUG: View 2 : 0.465968586387
+2016-08-30 22:18:43,298 DEBUG: View 3 : 0.460732984293
+2016-08-30 22:18:44,177 DEBUG: Best view : View0
+2016-08-30 22:18:49,021 DEBUG: Start: Iteration 69
+2016-08-30 22:18:49,043 DEBUG: View 0 : 0.732984293194
+2016-08-30 22:18:49,063 DEBUG: View 1 : 0.497382198953
+2016-08-30 22:18:49,083 DEBUG: View 2 : 0.507853403141
+2016-08-30 22:18:49,106 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:18:49,995 DEBUG: Best view : View0
+2016-08-30 22:18:54,845 DEBUG: Start: Iteration 70
+2016-08-30 22:18:54,867 DEBUG: View 0 : 0.748691099476
+2016-08-30 22:18:54,887 DEBUG: View 1 : 0.371727748691
+2016-08-30 22:18:54,907 DEBUG: View 2 : 0.424083769634
+2016-08-30 22:18:54,930 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:18:55,820 DEBUG: Best view : View0
+2016-08-30 22:19:00,743 DEBUG: Start: Iteration 71
+2016-08-30 22:19:00,764 DEBUG: View 0 : 0.633507853403
+2016-08-30 22:19:00,784 DEBUG: View 1 : 0.55497382199
+2016-08-30 22:19:00,804 DEBUG: View 2 : 0.612565445026
+2016-08-30 22:19:00,827 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:19:01,719 DEBUG: Best view : View2
+2016-08-30 22:19:06,717 DEBUG: Start: Iteration 72
+2016-08-30 22:19:06,739 DEBUG: View 0 : 0.664921465969
+2016-08-30 22:19:06,758 DEBUG: View 1 : 0.476439790576
+2016-08-30 22:19:06,777 DEBUG: View 2 : 0.696335078534
+2016-08-30 22:19:06,801 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:19:07,698 DEBUG: Best view : View2
+2016-08-30 22:19:12,761 DEBUG: Start: Iteration 73
+2016-08-30 22:19:12,782 DEBUG: View 0 : 0.633507853403
+2016-08-30 22:19:12,802 DEBUG: View 1 : 0.361256544503
+2016-08-30 22:19:12,821 DEBUG: View 2 : 0.51832460733
+2016-08-30 22:19:12,844 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:19:13,752 DEBUG: Best view : View0
+2016-08-30 22:19:18,884 DEBUG: Start: Iteration 74
+2016-08-30 22:19:18,906 DEBUG: View 0 : 0.659685863874
+2016-08-30 22:19:18,926 DEBUG: View 1 : 0.471204188482
+2016-08-30 22:19:18,945 DEBUG: View 2 : 0.544502617801
+2016-08-30 22:19:18,969 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:19:19,881 DEBUG: Best view : View0
+2016-08-30 22:19:25,103 DEBUG: Start: Iteration 75
+2016-08-30 22:19:25,124 DEBUG: View 0 : 0.61780104712
+2016-08-30 22:19:25,144 DEBUG: View 1 : 0.61780104712
+2016-08-30 22:19:25,164 DEBUG: View 2 : 0.497382198953
+2016-08-30 22:19:25,186 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:19:26,159 DEBUG: Best view : View1
+2016-08-30 22:19:31,440 DEBUG: Start: Iteration 76
+2016-08-30 22:19:31,461 DEBUG: View 0 : 0.712041884817
+2016-08-30 22:19:31,481 DEBUG: View 1 : 0.465968586387
+2016-08-30 22:19:31,501 DEBUG: View 2 : 0.628272251309
+2016-08-30 22:19:31,525 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:19:32,465 DEBUG: Best view : View0
+2016-08-30 22:19:37,811 DEBUG: Start: Iteration 77
+2016-08-30 22:19:37,833 DEBUG: View 0 : 0.712041884817
+2016-08-30 22:19:37,852 DEBUG: View 1 : 0.429319371728
+2016-08-30 22:19:37,873 DEBUG: View 2 : 0.340314136126
+2016-08-30 22:19:37,896 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:19:38,841 DEBUG: Best view : View0
+2016-08-30 22:19:44,249 DEBUG: Start: Iteration 78
+2016-08-30 22:19:44,270 DEBUG: View 0 : 0.591623036649
+2016-08-30 22:19:44,290 DEBUG: View 1 : 0.392670157068
+2016-08-30 22:19:44,310 DEBUG: View 2 : 0.44502617801
+2016-08-30 22:19:44,333 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:19:45,280 DEBUG: Best view : View0
+2016-08-30 22:19:50,764 DEBUG: Start: Iteration 79
+2016-08-30 22:19:50,786 DEBUG: View 0 : 0.591623036649
+2016-08-30 22:19:50,807 DEBUG: View 1 : 0.424083769634
+2016-08-30 22:19:50,826 DEBUG: View 2 : 0.581151832461
+2016-08-30 22:19:50,850 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:19:51,803 DEBUG: Best view : View2
+2016-08-30 22:19:57,355 DEBUG: Start: Iteration 80
+2016-08-30 22:19:57,376 DEBUG: View 0 : 0.701570680628
+2016-08-30 22:19:57,396 DEBUG: View 1 : 0.450261780105
+2016-08-30 22:19:57,415 DEBUG: View 2 : 0.596858638743
+2016-08-30 22:19:57,438 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:19:58,419 DEBUG: Best view : View0
+2016-08-30 22:20:04,081 DEBUG: Start: Iteration 81
+2016-08-30 22:20:04,102 DEBUG: View 0 : 0.675392670157
+2016-08-30 22:20:04,122 DEBUG: View 1 : 0.460732984293
+2016-08-30 22:20:04,142 DEBUG: View 2 : 0.591623036649
+2016-08-30 22:20:04,165 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:20:05,149 DEBUG: Best view : View0
+2016-08-30 22:20:10,864 DEBUG: Start: Iteration 82
+2016-08-30 22:20:10,885 DEBUG: View 0 : 0.680628272251
+2016-08-30 22:20:10,905 DEBUG: View 1 : 0.48167539267
+2016-08-30 22:20:10,924 DEBUG: View 2 : 0.486910994764
+2016-08-30 22:20:10,948 DEBUG: View 3 : 0.507853403141
+2016-08-30 22:20:11,928 DEBUG: Best view : View0
+2016-08-30 22:20:17,708 DEBUG: Start: Iteration 83
+2016-08-30 22:20:17,729 DEBUG: View 0 : 0.65445026178
+2016-08-30 22:20:17,749 DEBUG: View 1 : 0.513089005236
+2016-08-30 22:20:17,769 DEBUG: View 2 : 0.48167539267
+2016-08-30 22:20:17,793 DEBUG: View 3 : 0.439790575916
+2016-08-30 22:20:18,781 DEBUG: Best view : View0
+2016-08-30 22:20:24,603 DEBUG: Start: Iteration 84
+2016-08-30 22:20:24,624 DEBUG: View 0 : 0.659685863874
+2016-08-30 22:20:24,644 DEBUG: View 1 : 0.486910994764
+2016-08-30 22:20:24,664 DEBUG: View 2 : 0.455497382199
+2016-08-30 22:20:24,687 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:20:25,683 DEBUG: Best view : View0
+2016-08-30 22:20:31,588 DEBUG: Start: Iteration 85
+2016-08-30 22:20:31,609 DEBUG: View 0 : 0.701570680628
+2016-08-30 22:20:31,629 DEBUG: View 1 : 0.465968586387
+2016-08-30 22:20:31,648 DEBUG: View 2 : 0.638743455497
+2016-08-30 22:20:31,672 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:20:32,676 DEBUG: Best view : View0
+2016-08-30 22:20:38,646 DEBUG: Start: Iteration 86
+2016-08-30 22:20:38,667 DEBUG: View 0 : 0.623036649215
+2016-08-30 22:20:38,687 DEBUG: View 1 : 0.465968586387
+2016-08-30 22:20:38,707 DEBUG: View 2 : 0.712041884817
+2016-08-30 22:20:38,730 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:20:39,741 DEBUG: Best view : View2
+2016-08-30 22:20:45,828 DEBUG: Start: Iteration 87
+2016-08-30 22:20:45,849 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:20:45,869 DEBUG: View 1 : 0.513089005236
+2016-08-30 22:20:45,889 DEBUG: View 2 : 0.513089005236
+2016-08-30 22:20:45,912 DEBUG: View 3 : 0.507853403141
+2016-08-30 22:20:46,934 DEBUG: Best view : View0
+2016-08-30 22:20:53,052 DEBUG: Start: Iteration 88
+2016-08-30 22:20:53,073 DEBUG: View 0 : 0.612565445026
+2016-08-30 22:20:53,093 DEBUG: View 1 : 0.51832460733
+2016-08-30 22:20:53,113 DEBUG: View 2 : 0.424083769634
+2016-08-30 22:20:53,135 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:20:54,157 DEBUG: Best view : View0
+2016-08-30 22:21:00,337 DEBUG: Start: Iteration 89
+2016-08-30 22:21:00,359 DEBUG: View 0 : 0.748691099476
+2016-08-30 22:21:00,378 DEBUG: View 1 : 0.628272251309
+2016-08-30 22:21:00,398 DEBUG: View 2 : 0.607329842932
+2016-08-30 22:21:00,421 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:21:01,455 DEBUG: Best view : View0
+2016-08-30 22:21:07,704 DEBUG: Start: Iteration 90
+2016-08-30 22:21:07,725 DEBUG: View 0 : 0.701570680628
+2016-08-30 22:21:07,745 DEBUG: View 1 : 0.565445026178
+2016-08-30 22:21:07,766 DEBUG: View 2 : 0.371727748691
+2016-08-30 22:21:07,790 DEBUG: View 3 : 0.413612565445
+2016-08-30 22:21:08,882 DEBUG: Best view : View0
+2016-08-30 22:21:15,172 DEBUG: Start: Iteration 91
+2016-08-30 22:21:15,195 DEBUG: View 0 : 0.623036649215
+2016-08-30 22:21:15,214 DEBUG: View 1 : 0.403141361257
+2016-08-30 22:21:15,234 DEBUG: View 2 : 0.65445026178
+2016-08-30 22:21:15,258 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:21:16,352 DEBUG: Best view : View2
+2016-08-30 22:21:22,731 DEBUG: Start: Iteration 92
+2016-08-30 22:21:22,752 DEBUG: View 0 : 0.701570680628
+2016-08-30 22:21:22,771 DEBUG: View 1 : 0.429319371728
+2016-08-30 22:21:22,791 DEBUG: View 2 : 0.497382198953
+2016-08-30 22:21:22,815 DEBUG: View 3 : 0.429319371728
+2016-08-30 22:21:23,910 DEBUG: Best view : View0
+2016-08-30 22:21:30,347 DEBUG: Start: Iteration 93
+2016-08-30 22:21:30,368 DEBUG: View 0 : 0.638743455497
+2016-08-30 22:21:30,388 DEBUG: View 1 : 0.460732984293
+2016-08-30 22:21:30,408 DEBUG: View 2 : 0.403141361257
+2016-08-30 22:21:30,432 DEBUG: View 3 : 0.413612565445
+2016-08-30 22:21:31,542 DEBUG: Best view : View0
+2016-08-30 22:21:38,061 DEBUG: Start: Iteration 94
+2016-08-30 22:21:38,082 DEBUG: View 0 : 0.717277486911
+2016-08-30 22:21:38,102 DEBUG: View 1 : 0.55497382199
+2016-08-30 22:21:38,122 DEBUG: View 2 : 0.502617801047
+2016-08-30 22:21:38,145 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:21:39,260 DEBUG: Best view : View0
+2016-08-30 22:21:45,849 DEBUG: Start: Iteration 95
+2016-08-30 22:21:45,870 DEBUG: View 0 : 0.69109947644
+2016-08-30 22:21:45,890 DEBUG: View 1 : 0.486910994764
+2016-08-30 22:21:45,910 DEBUG: View 2 : 0.61780104712
+2016-08-30 22:21:45,933 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:21:47,040 DEBUG: Best view : View0
+2016-08-30 22:21:53,690 DEBUG: Start: Iteration 96
+2016-08-30 22:21:53,712 DEBUG: View 0 : 0.738219895288
+2016-08-30 22:21:53,732 DEBUG: View 1 : 0.476439790576
+2016-08-30 22:21:53,752 DEBUG: View 2 : 0.513089005236
+2016-08-30 22:21:53,775 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:21:54,854 DEBUG: Best view : View0
+2016-08-30 22:22:01,572 DEBUG: Start: Iteration 97
+2016-08-30 22:22:01,593 DEBUG: View 0 : 0.649214659686
+2016-08-30 22:22:01,613 DEBUG: View 1 : 0.471204188482
+2016-08-30 22:22:01,633 DEBUG: View 2 : 0.429319371728
+2016-08-30 22:22:01,656 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:22:02,746 DEBUG: Best view : View0
+2016-08-30 22:22:09,584 DEBUG: Start: Iteration 98
+2016-08-30 22:22:09,605 DEBUG: View 0 : 0.649214659686
+2016-08-30 22:22:09,625 DEBUG: View 1 : 0.502617801047
+2016-08-30 22:22:09,646 DEBUG: View 2 : 0.528795811518
+2016-08-30 22:22:09,669 DEBUG: View 3 : 0.429319371728
+2016-08-30 22:22:10,764 DEBUG: Best view : View0
+2016-08-30 22:22:17,618 DEBUG: Start: Iteration 99
+2016-08-30 22:22:17,639 DEBUG: View 0 : 0.685863874346
+2016-08-30 22:22:17,660 DEBUG: View 1 : 0.471204188482
+2016-08-30 22:22:17,680 DEBUG: View 2 : 0.502617801047
+2016-08-30 22:22:17,703 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:22:18,808 DEBUG: Best view : View0
+2016-08-30 22:22:25,744 DEBUG: Start: Iteration 100
+2016-08-30 22:22:25,765 DEBUG: View 0 : 0.685863874346
+2016-08-30 22:22:25,786 DEBUG: View 1 : 0.460732984293
+2016-08-30 22:22:25,806 DEBUG: View 2 : 0.612565445026
+2016-08-30 22:22:25,829 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:22:26,944 DEBUG: Best view : View0
+2016-08-30 22:22:33,964 DEBUG: Start: Iteration 101
+2016-08-30 22:22:33,986 DEBUG: View 0 : 0.643979057592
+2016-08-30 22:22:34,006 DEBUG: View 1 : 0.44502617801
+2016-08-30 22:22:34,027 DEBUG: View 2 : 0.403141361257
+2016-08-30 22:22:34,050 DEBUG: View 3 : 0.439790575916
+2016-08-30 22:22:35,184 DEBUG: Best view : View0
+2016-08-30 22:22:42,286 DEBUG: Start: Iteration 102
+2016-08-30 22:22:42,308 DEBUG: View 0 : 0.722513089005
+2016-08-30 22:22:42,327 DEBUG: View 1 : 0.570680628272
+2016-08-30 22:22:42,347 DEBUG: View 2 : 0.502617801047
+2016-08-30 22:22:42,370 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:22:43,496 DEBUG: Best view : View0
+2016-08-30 22:22:50,640 DEBUG: Start: Iteration 103
+2016-08-30 22:22:50,661 DEBUG: View 0 : 0.712041884817
+2016-08-30 22:22:50,681 DEBUG: View 1 : 0.497382198953
+2016-08-30 22:22:50,702 DEBUG: View 2 : 0.476439790576
+2016-08-30 22:22:50,725 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:22:51,858 DEBUG: Best view : View0
+2016-08-30 22:22:59,086 DEBUG: Start: Iteration 104
+2016-08-30 22:22:59,107 DEBUG: View 0 : 0.769633507853
+2016-08-30 22:22:59,127 DEBUG: View 1 : 0.408376963351
+2016-08-30 22:22:59,148 DEBUG: View 2 : 0.759162303665
+2016-08-30 22:22:59,171 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:23:00,312 DEBUG: Best view : View0
+2016-08-30 22:23:07,608 DEBUG: Start: Iteration 105
+2016-08-30 22:23:07,629 DEBUG: View 0 : 0.701570680628
+2016-08-30 22:23:07,649 DEBUG: View 1 : 0.51832460733
+2016-08-30 22:23:07,669 DEBUG: View 2 : 0.371727748691
+2016-08-30 22:23:07,692 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:23:08,843 DEBUG: Best view : View0
+2016-08-30 22:23:16,223 DEBUG: Start: Iteration 106
+2016-08-30 22:23:16,245 DEBUG: View 0 : 0.596858638743
+2016-08-30 22:23:16,264 DEBUG: View 1 : 0.523560209424
+2016-08-30 22:23:16,284 DEBUG: View 2 : 0.376963350785
+2016-08-30 22:23:16,308 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:23:17,462 DEBUG: Best view : View0
+2016-08-30 22:23:24,890 DEBUG: Start: Iteration 107
+2016-08-30 22:23:24,911 DEBUG: View 0 : 0.638743455497
+2016-08-30 22:23:24,931 DEBUG: View 1 : 0.486910994764
+2016-08-30 22:23:24,951 DEBUG: View 2 : 0.371727748691
+2016-08-30 22:23:24,975 DEBUG: View 3 : 0.413612565445
+2016-08-30 22:23:26,153 DEBUG: Best view : View0
+2016-08-30 22:23:33,703 DEBUG: Start: Iteration 108
+2016-08-30 22:23:33,725 DEBUG: View 0 : 0.664921465969
+2016-08-30 22:23:33,745 DEBUG: View 1 : 0.607329842932
+2016-08-30 22:23:33,764 DEBUG: View 2 : 0.424083769634
+2016-08-30 22:23:33,788 DEBUG: View 3 : 0.413612565445
+2016-08-30 22:23:34,965 DEBUG: Best view : View0
+2016-08-30 22:23:42,522 DEBUG: Start: Iteration 109
+2016-08-30 22:23:42,544 DEBUG: View 0 : 0.596858638743
+2016-08-30 22:23:42,564 DEBUG: View 1 : 0.596858638743
+2016-08-30 22:23:42,584 DEBUG: View 2 : 0.528795811518
+2016-08-30 22:23:42,607 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:23:43,789 DEBUG: Best view : View1
+2016-08-30 22:23:51,428 DEBUG: Start: Iteration 110
+2016-08-30 22:23:51,449 DEBUG: View 0 : 0.607329842932
+2016-08-30 22:23:51,469 DEBUG: View 1 : 0.476439790576
+2016-08-30 22:23:51,489 DEBUG: View 2 : 0.581151832461
+2016-08-30 22:23:51,512 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:23:52,710 DEBUG: Best view : View2
+2016-08-30 22:24:00,402 DEBUG: Start: Iteration 111
+2016-08-30 22:24:00,424 DEBUG: View 0 : 0.612565445026
+2016-08-30 22:24:00,443 DEBUG: View 1 : 0.534031413613
+2016-08-30 22:24:00,463 DEBUG: View 2 : 0.387434554974
+2016-08-30 22:24:00,487 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:24:01,681 DEBUG: Best view : View0
+2016-08-30 22:24:09,475 DEBUG: Start: Iteration 112
+2016-08-30 22:24:09,496 DEBUG: View 0 : 0.623036649215
+2016-08-30 22:24:09,516 DEBUG: View 1 : 0.424083769634
+2016-08-30 22:24:09,537 DEBUG: View 2 : 0.591623036649
+2016-08-30 22:24:09,560 DEBUG: View 3 : 0.502617801047
+2016-08-30 22:24:10,776 DEBUG: Best view : View2
+2016-08-30 22:24:18,635 DEBUG: Start: Iteration 113
+2016-08-30 22:24:18,656 DEBUG: View 0 : 0.748691099476
+2016-08-30 22:24:18,675 DEBUG: View 1 : 0.492146596859
+2016-08-30 22:24:18,695 DEBUG: View 2 : 0.507853403141
+2016-08-30 22:24:18,718 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:24:19,933 DEBUG: Best view : View0
+2016-08-30 22:24:27,841 DEBUG: Start: Iteration 114
+2016-08-30 22:24:27,863 DEBUG: View 0 : 0.659685863874
+2016-08-30 22:24:27,883 DEBUG: View 1 : 0.528795811518
+2016-08-30 22:24:27,903 DEBUG: View 2 : 0.586387434555
+2016-08-30 22:24:27,926 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:24:29,154 DEBUG: Best view : View0
+2016-08-30 22:24:37,175 DEBUG: Start: Iteration 115
+2016-08-30 22:24:37,197 DEBUG: View 0 : 0.727748691099
+2016-08-30 22:24:37,216 DEBUG: View 1 : 0.413612565445
+2016-08-30 22:24:37,236 DEBUG: View 2 : 0.575916230366
+2016-08-30 22:24:37,260 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:24:38,491 DEBUG: Best view : View0
+2016-08-30 22:24:46,547 DEBUG: Start: Iteration 116
+2016-08-30 22:24:46,568 DEBUG: View 0 : 0.575916230366
+2016-08-30 22:24:46,589 DEBUG: View 1 : 0.450261780105
+2016-08-30 22:24:46,609 DEBUG: View 2 : 0.403141361257
+2016-08-30 22:24:46,631 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:24:47,872 DEBUG: Best view : View0
+2016-08-30 22:24:55,991 DEBUG: Start: Iteration 117
+2016-08-30 22:24:56,012 DEBUG: View 0 : 0.596858638743
+2016-08-30 22:24:56,032 DEBUG: View 1 : 0.455497382199
+2016-08-30 22:24:56,051 DEBUG: View 2 : 0.607329842932
+2016-08-30 22:24:56,074 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:24:57,326 DEBUG: Best view : View2
+2016-08-30 22:25:05,514 DEBUG: Start: Iteration 118
+2016-08-30 22:25:05,535 DEBUG: View 0 : 0.591623036649
+2016-08-30 22:25:05,555 DEBUG: View 1 : 0.51832460733
+2016-08-30 22:25:05,575 DEBUG: View 2 : 0.565445026178
+2016-08-30 22:25:05,598 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:25:06,851 DEBUG: Best view : View2
+2016-08-30 22:25:15,116 DEBUG: Start: Iteration 119
+2016-08-30 22:25:15,138 DEBUG: View 0 : 0.701570680628
+2016-08-30 22:25:15,158 DEBUG: View 1 : 0.528795811518
+2016-08-30 22:25:15,178 DEBUG: View 2 : 0.413612565445
+2016-08-30 22:25:15,201 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:25:16,469 DEBUG: Best view : View0
+2016-08-30 22:25:24,782 DEBUG: Start: Iteration 120
+2016-08-30 22:25:24,803 DEBUG: View 0 : 0.643979057592
+2016-08-30 22:25:24,823 DEBUG: View 1 : 0.403141361257
+2016-08-30 22:25:24,843 DEBUG: View 2 : 0.502617801047
+2016-08-30 22:25:24,867 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:25:26,133 DEBUG: Best view : View0
+2016-08-30 22:25:34,526 DEBUG: Start: Iteration 121
+2016-08-30 22:25:34,547 DEBUG: View 0 : 0.596858638743
+2016-08-30 22:25:34,567 DEBUG: View 1 : 0.492146596859
+2016-08-30 22:25:34,588 DEBUG: View 2 : 0.408376963351
+2016-08-30 22:25:34,612 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:25:35,931 DEBUG: Best view : View0
+2016-08-30 22:25:44,418 DEBUG: Start: Iteration 122
+2016-08-30 22:25:44,440 DEBUG: View 0 : 0.633507853403
+2016-08-30 22:25:44,459 DEBUG: View 1 : 0.591623036649
+2016-08-30 22:25:44,479 DEBUG: View 2 : 0.44502617801
+2016-08-30 22:25:44,502 DEBUG: View 3 : 0.439790575916
+2016-08-30 22:25:45,815 DEBUG: Best view : View0
+2016-08-30 22:25:54,364 DEBUG: Start: Iteration 123
+2016-08-30 22:25:54,385 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:25:54,406 DEBUG: View 1 : 0.492146596859
+2016-08-30 22:25:54,426 DEBUG: View 2 : 0.596858638743
+2016-08-30 22:25:54,449 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:25:55,767 DEBUG: Best view : View0
+2016-08-30 22:26:04,368 DEBUG: Start: Iteration 124
+2016-08-30 22:26:04,389 DEBUG: View 0 : 0.701570680628
+2016-08-30 22:26:04,409 DEBUG: View 1 : 0.502617801047
+2016-08-30 22:26:04,430 DEBUG: View 2 : 0.51832460733
+2016-08-30 22:26:04,453 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:26:05,769 DEBUG: Best view : View0
+2016-08-30 22:26:14,454 DEBUG: Start: Iteration 125
+2016-08-30 22:26:14,475 DEBUG: View 0 : 0.706806282723
+2016-08-30 22:26:14,496 DEBUG: View 1 : 0.403141361257
+2016-08-30 22:26:14,516 DEBUG: View 2 : 0.539267015707
+2016-08-30 22:26:14,538 DEBUG: View 3 : 0.424083769634
+2016-08-30 22:26:15,841 DEBUG: Best view : View0
+2016-08-30 22:26:24,620 DEBUG: Start: Iteration 126
+2016-08-30 22:26:24,641 DEBUG: View 0 : 0.680628272251
+2016-08-30 22:26:24,661 DEBUG: View 1 : 0.439790575916
+2016-08-30 22:26:24,680 DEBUG: View 2 : 0.492146596859
+2016-08-30 22:26:24,704 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:26:26,025 DEBUG: Best view : View0
+2016-08-30 22:26:34,868 DEBUG: Start: Iteration 127
+2016-08-30 22:26:34,889 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:26:34,909 DEBUG: View 1 : 0.429319371728
+2016-08-30 22:26:34,929 DEBUG: View 2 : 0.392670157068
+2016-08-30 22:26:34,953 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:26:36,272 DEBUG: Best view : View0
+2016-08-30 22:26:45,171 DEBUG: Start: Iteration 128
+2016-08-30 22:26:45,192 DEBUG: View 0 : 0.61780104712
+2016-08-30 22:26:45,211 DEBUG: View 1 : 0.376963350785
+2016-08-30 22:26:45,231 DEBUG: View 2 : 0.408376963351
+2016-08-30 22:26:45,255 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:26:46,578 DEBUG: Best view : View0
+2016-08-30 22:26:55,543 DEBUG: Start: Iteration 129
+2016-08-30 22:26:55,564 DEBUG: View 0 : 0.549738219895
+2016-08-30 22:26:55,584 DEBUG: View 1 : 0.397905759162
+2016-08-30 22:26:55,605 DEBUG: View 2 : 0.486910994764
+2016-08-30 22:26:55,628 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:26:56,963 DEBUG: Best view : View0
+2016-08-30 22:27:05,988 DEBUG: Start: Iteration 130
+2016-08-30 22:27:06,009 DEBUG: View 0 : 0.649214659686
+2016-08-30 22:27:06,029 DEBUG: View 1 : 0.591623036649
+2016-08-30 22:27:06,049 DEBUG: View 2 : 0.69109947644
+2016-08-30 22:27:06,073 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:27:07,409 DEBUG: Best view : View2
+2016-08-30 22:27:16,489 DEBUG: Start: Iteration 131
+2016-08-30 22:27:16,510 DEBUG: View 0 : 0.65445026178
+2016-08-30 22:27:16,530 DEBUG: View 1 : 0.471204188482
+2016-08-30 22:27:16,551 DEBUG: View 2 : 0.523560209424
+2016-08-30 22:27:16,574 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:27:17,918 DEBUG: Best view : View0
+2016-08-30 22:27:27,049 DEBUG: Start: Iteration 132
+2016-08-30 22:27:27,071 DEBUG: View 0 : 0.612565445026
+2016-08-30 22:27:27,091 DEBUG: View 1 : 0.44502617801
+2016-08-30 22:27:27,111 DEBUG: View 2 : 0.465968586387
+2016-08-30 22:27:27,135 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:27:28,487 DEBUG: Best view : View0
+2016-08-30 22:27:37,690 DEBUG: Start: Iteration 133
+2016-08-30 22:27:37,711 DEBUG: View 0 : 0.570680628272
+2016-08-30 22:27:37,732 DEBUG: View 1 : 0.492146596859
+2016-08-30 22:27:37,752 DEBUG: View 2 : 0.471204188482
+2016-08-30 22:27:37,775 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:27:39,136 DEBUG: Best view : View0
+2016-08-30 22:27:48,429 DEBUG: Start: Iteration 134
+2016-08-30 22:27:48,450 DEBUG: View 0 : 0.633507853403
+2016-08-30 22:27:48,470 DEBUG: View 1 : 0.581151832461
+2016-08-30 22:27:48,490 DEBUG: View 2 : 0.392670157068
+2016-08-30 22:27:48,513 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:27:49,885 DEBUG: Best view : View0
+2016-08-30 22:27:59,239 DEBUG: Start: Iteration 135
+2016-08-30 22:27:59,261 DEBUG: View 0 : 0.638743455497
+2016-08-30 22:27:59,280 DEBUG: View 1 : 0.528795811518
+2016-08-30 22:27:59,301 DEBUG: View 2 : 0.424083769634
+2016-08-30 22:27:59,323 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:28:00,698 DEBUG: Best view : View0
+2016-08-30 22:28:10,144 DEBUG: Start: Iteration 136
+2016-08-30 22:28:10,165 DEBUG: View 0 : 0.61780104712
+2016-08-30 22:28:10,185 DEBUG: View 1 : 0.507853403141
+2016-08-30 22:28:10,205 DEBUG: View 2 : 0.424083769634
+2016-08-30 22:28:10,228 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:28:11,620 DEBUG: Best view : View0
+2016-08-30 22:28:21,158 DEBUG: Start: Iteration 137
+2016-08-30 22:28:21,179 DEBUG: View 0 : 0.602094240838
+2016-08-30 22:28:21,199 DEBUG: View 1 : 0.55497382199
+2016-08-30 22:28:21,219 DEBUG: View 2 : 0.497382198953
+2016-08-30 22:28:21,242 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:28:22,634 DEBUG: Best view : View0
+2016-08-30 22:28:32,241 DEBUG: Start: Iteration 138
+2016-08-30 22:28:32,262 DEBUG: View 0 : 0.685863874346
+2016-08-30 22:28:32,282 DEBUG: View 1 : 0.434554973822
+2016-08-30 22:28:32,302 DEBUG: View 2 : 0.476439790576
+2016-08-30 22:28:32,325 DEBUG: View 3 : 0.465968586387
+2016-08-30 22:28:33,727 DEBUG: Best view : View0
+2016-08-30 22:28:43,373 DEBUG: Start: Iteration 139
+2016-08-30 22:28:43,394 DEBUG: View 0 : 0.732984293194
+2016-08-30 22:28:43,415 DEBUG: View 1 : 0.513089005236
+2016-08-30 22:28:43,435 DEBUG: View 2 : 0.486910994764
+2016-08-30 22:28:43,458 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:28:44,869 DEBUG: Best view : View0
+2016-08-30 22:28:54,574 DEBUG: Start: Iteration 140
+2016-08-30 22:28:54,595 DEBUG: View 0 : 0.659685863874
+2016-08-30 22:28:54,615 DEBUG: View 1 : 0.418848167539
+2016-08-30 22:28:54,635 DEBUG: View 2 : 0.403141361257
+2016-08-30 22:28:54,658 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:28:56,088 DEBUG: Best view : View0
+2016-08-30 22:29:05,933 DEBUG: Start: Iteration 141
+2016-08-30 22:29:05,955 DEBUG: View 0 : 0.628272251309
+2016-08-30 22:29:05,975 DEBUG: View 1 : 0.471204188482
+2016-08-30 22:29:05,994 DEBUG: View 2 : 0.418848167539
+2016-08-30 22:29:06,017 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:29:07,445 DEBUG: Best view : View0
+2016-08-30 22:29:17,373 DEBUG: Start: Iteration 142
+2016-08-30 22:29:17,393 DEBUG: View 0 : 0.69109947644
+2016-08-30 22:29:17,414 DEBUG: View 1 : 0.455497382199
+2016-08-30 22:29:17,434 DEBUG: View 2 : 0.455497382199
+2016-08-30 22:29:17,456 DEBUG: View 3 : 0.429319371728
+2016-08-30 22:29:18,889 DEBUG: Best view : View0
+2016-08-30 22:29:28,854 DEBUG: Start: Iteration 143
+2016-08-30 22:29:28,875 DEBUG: View 0 : 0.712041884817
+2016-08-30 22:29:28,895 DEBUG: View 1 : 0.460732984293
+2016-08-30 22:29:28,915 DEBUG: View 2 : 0.507853403141
+2016-08-30 22:29:28,938 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:29:30,383 DEBUG: Best view : View0
+2016-08-30 22:29:40,490 DEBUG: Start: Iteration 144
+2016-08-30 22:29:40,511 DEBUG: View 0 : 0.675392670157
+2016-08-30 22:29:40,530 DEBUG: View 1 : 0.471204188482
+2016-08-30 22:29:40,550 DEBUG: View 2 : 0.371727748691
+2016-08-30 22:29:40,573 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:29:42,019 DEBUG: Best view : View0
+2016-08-30 22:29:52,076 DEBUG: Start: Iteration 145
+2016-08-30 22:29:52,097 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:29:52,117 DEBUG: View 1 : 0.418848167539
+2016-08-30 22:29:52,137 DEBUG: View 2 : 0.408376963351
+2016-08-30 22:29:52,161 DEBUG: View 3 : 0.38219895288
+2016-08-30 22:29:53,620 DEBUG: Best view : View0
+2016-08-30 22:30:03,775 DEBUG: Start: Iteration 146
+2016-08-30 22:30:03,797 DEBUG: View 0 : 0.675392670157
+2016-08-30 22:30:03,816 DEBUG: View 1 : 0.486910994764
+2016-08-30 22:30:03,836 DEBUG: View 2 : 0.38219895288
+2016-08-30 22:30:03,860 DEBUG: View 3 : 0.565445026178
+2016-08-30 22:30:05,334 DEBUG: Best view : View0
+2016-08-30 22:30:15,543 DEBUG: Start: Iteration 147
+2016-08-30 22:30:15,565 DEBUG: View 0 : 0.706806282723
+2016-08-30 22:30:15,584 DEBUG: View 1 : 0.51832460733
+2016-08-30 22:30:15,604 DEBUG: View 2 : 0.497382198953
+2016-08-30 22:30:15,627 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:30:17,099 DEBUG: Best view : View0
+2016-08-30 22:30:27,362 DEBUG: Start: Iteration 148
+2016-08-30 22:30:27,383 DEBUG: View 0 : 0.680628272251
+2016-08-30 22:30:27,403 DEBUG: View 1 : 0.513089005236
+2016-08-30 22:30:27,423 DEBUG: View 2 : 0.476439790576
+2016-08-30 22:30:27,446 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:30:28,921 DEBUG: Best view : View0
+2016-08-30 22:30:39,270 DEBUG: Start: Iteration 149
+2016-08-30 22:30:39,291 DEBUG: View 0 : 0.675392670157
+2016-08-30 22:30:39,310 DEBUG: View 1 : 0.544502617801
+2016-08-30 22:30:39,331 DEBUG: View 2 : 0.492146596859
+2016-08-30 22:30:39,353 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:30:40,836 DEBUG: Best view : View0
+2016-08-30 22:30:51,238 DEBUG: Start: Iteration 150
+2016-08-30 22:30:51,260 DEBUG: View 0 : 0.638743455497
+2016-08-30 22:30:51,280 DEBUG: View 1 : 0.44502617801
+2016-08-30 22:30:51,300 DEBUG: View 2 : 0.361256544503
+2016-08-30 22:30:51,322 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:30:52,813 DEBUG: Best view : View0
+2016-08-30 22:31:03,302 DEBUG: Start: Iteration 151
+2016-08-30 22:31:03,323 DEBUG: View 0 : 0.638743455497
+2016-08-30 22:31:03,344 DEBUG: View 1 : 0.450261780105
+2016-08-30 22:31:03,364 DEBUG: View 2 : 0.376963350785
+2016-08-30 22:31:03,387 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:31:04,893 DEBUG: Best view : View0
+2016-08-30 22:31:15,441 DEBUG: Start: Iteration 152
+2016-08-30 22:31:15,462 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:31:15,482 DEBUG: View 1 : 0.492146596859
+2016-08-30 22:31:15,502 DEBUG: View 2 : 0.455497382199
+2016-08-30 22:31:15,525 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:31:17,033 DEBUG: Best view : View0
+2016-08-30 22:31:27,645 DEBUG: Start: Iteration 153
+2016-08-30 22:31:27,666 DEBUG: View 0 : 0.680628272251
+2016-08-30 22:31:27,686 DEBUG: View 1 : 0.38219895288
+2016-08-30 22:31:27,706 DEBUG: View 2 : 0.649214659686
+2016-08-30 22:31:27,729 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:31:29,236 DEBUG: Best view : View2
+2016-08-30 22:31:39,942 DEBUG: Start: Iteration 154
+2016-08-30 22:31:39,963 DEBUG: View 0 : 0.675392670157
+2016-08-30 22:31:39,983 DEBUG: View 1 : 0.455497382199
+2016-08-30 22:31:40,003 DEBUG: View 2 : 0.397905759162
+2016-08-30 22:31:40,026 DEBUG: View 3 : 0.471204188482
+2016-08-30 22:31:41,543 DEBUG: Best view : View0
+2016-08-30 22:31:52,227 DEBUG: Start: Iteration 155
+2016-08-30 22:31:52,248 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:31:52,268 DEBUG: View 1 : 0.534031413613
+2016-08-30 22:31:52,287 DEBUG: View 2 : 0.476439790576
+2016-08-30 22:31:52,311 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:31:53,853 DEBUG: Best view : View0
+2016-08-30 22:32:04,613 DEBUG: Start: Iteration 156
+2016-08-30 22:32:04,634 DEBUG: View 0 : 0.61780104712
+2016-08-30 22:32:04,655 DEBUG: View 1 : 0.44502617801
+2016-08-30 22:32:04,675 DEBUG: View 2 : 0.628272251309
+2016-08-30 22:32:04,698 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:32:06,239 DEBUG: Best view : View2
+2016-08-30 22:32:17,149 DEBUG: Start: Iteration 157
+2016-08-30 22:32:17,171 DEBUG: View 0 : 0.732984293194
+2016-08-30 22:32:17,191 DEBUG: View 1 : 0.513089005236
+2016-08-30 22:32:17,212 DEBUG: View 2 : 0.429319371728
+2016-08-30 22:32:17,235 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:32:18,784 DEBUG: Best view : View0
+2016-08-30 22:32:29,698 DEBUG: Start: Iteration 158
+2016-08-30 22:32:29,720 DEBUG: View 0 : 0.685863874346
+2016-08-30 22:32:29,739 DEBUG: View 1 : 0.44502617801
+2016-08-30 22:32:29,759 DEBUG: View 2 : 0.596858638743
+2016-08-30 22:32:29,782 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:32:31,340 DEBUG: Best view : View0
+2016-08-30 22:32:42,365 DEBUG: Start: Iteration 159
+2016-08-30 22:32:42,387 DEBUG: View 0 : 0.612565445026
+2016-08-30 22:32:42,407 DEBUG: View 1 : 0.424083769634
+2016-08-30 22:32:42,426 DEBUG: View 2 : 0.413612565445
+2016-08-30 22:32:42,449 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:32:44,014 DEBUG: Best view : View0
+2016-08-30 22:32:55,122 DEBUG: Start: Iteration 160
+2016-08-30 22:32:55,144 DEBUG: View 0 : 0.565445026178
+2016-08-30 22:32:55,163 DEBUG: View 1 : 0.376963350785
+2016-08-30 22:32:55,184 DEBUG: View 2 : 0.596858638743
+2016-08-30 22:32:55,206 DEBUG: View 3 : 0.424083769634
+2016-08-30 22:32:56,773 DEBUG: Best view : View2
+2016-08-30 22:33:07,916 DEBUG: Start: Iteration 161
+2016-08-30 22:33:07,937 DEBUG: View 0 : 0.722513089005
+2016-08-30 22:33:07,957 DEBUG: View 1 : 0.492146596859
+2016-08-30 22:33:07,977 DEBUG: View 2 : 0.460732984293
+2016-08-30 22:33:08,000 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:33:09,580 DEBUG: Best view : View0
+2016-08-30 22:33:20,750 DEBUG: Start: Iteration 162
+2016-08-30 22:33:20,771 DEBUG: View 0 : 0.643979057592
+2016-08-30 22:33:20,791 DEBUG: View 1 : 0.460732984293
+2016-08-30 22:33:20,811 DEBUG: View 2 : 0.575916230366
+2016-08-30 22:33:20,834 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:33:22,412 DEBUG: Best view : View0
+2016-08-30 22:33:33,645 DEBUG: Start: Iteration 163
+2016-08-30 22:33:33,667 DEBUG: View 0 : 0.685863874346
+2016-08-30 22:33:33,687 DEBUG: View 1 : 0.575916230366
+2016-08-30 22:33:33,706 DEBUG: View 2 : 0.502617801047
+2016-08-30 22:33:33,729 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:33:35,317 DEBUG: Best view : View0
+2016-08-30 22:33:46,664 DEBUG: Start: Iteration 164
+2016-08-30 22:33:46,685 DEBUG: View 0 : 0.560209424084
+2016-08-30 22:33:46,704 DEBUG: View 1 : 0.465968586387
+2016-08-30 22:33:46,724 DEBUG: View 2 : 0.65445026178
+2016-08-30 22:33:46,747 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:33:48,346 DEBUG: Best view : View2
+2016-08-30 22:33:59,769 DEBUG: Start: Iteration 165
+2016-08-30 22:33:59,790 DEBUG: View 0 : 0.628272251309
+2016-08-30 22:33:59,811 DEBUG: View 1 : 0.455497382199
+2016-08-30 22:33:59,831 DEBUG: View 2 : 0.429319371728
+2016-08-30 22:33:59,854 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:34:01,468 DEBUG: Best view : View0
+2016-08-30 22:34:12,953 DEBUG: Start: Iteration 166
+2016-08-30 22:34:12,975 DEBUG: View 0 : 0.649214659686
+2016-08-30 22:34:12,995 DEBUG: View 1 : 0.424083769634
+2016-08-30 22:34:13,015 DEBUG: View 2 : 0.34554973822
+2016-08-30 22:34:13,037 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:34:14,643 DEBUG: Best view : View0
+2016-08-30 22:34:26,216 DEBUG: Start: Iteration 167
+2016-08-30 22:34:26,237 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:34:26,257 DEBUG: View 1 : 0.497382198953
+2016-08-30 22:34:26,277 DEBUG: View 2 : 0.455497382199
+2016-08-30 22:34:26,300 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:34:27,922 DEBUG: Best view : View0
+2016-08-30 22:34:39,544 DEBUG: Start: Iteration 168
+2016-08-30 22:34:39,566 DEBUG: View 0 : 0.638743455497
+2016-08-30 22:34:39,586 DEBUG: View 1 : 0.549738219895
+2016-08-30 22:34:39,605 DEBUG: View 2 : 0.413612565445
+2016-08-30 22:34:39,629 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:34:41,265 DEBUG: Best view : View0
+2016-08-30 22:34:52,994 DEBUG: Start: Iteration 169
+2016-08-30 22:34:53,015 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:34:53,035 DEBUG: View 1 : 0.539267015707
+2016-08-30 22:34:53,055 DEBUG: View 2 : 0.607329842932
+2016-08-30 22:34:53,078 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:34:54,712 DEBUG: Best view : View0
+2016-08-30 22:35:06,473 DEBUG: Start: Iteration 170
+2016-08-30 22:35:06,495 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:35:06,516 DEBUG: View 1 : 0.560209424084
+2016-08-30 22:35:06,536 DEBUG: View 2 : 0.638743455497
+2016-08-30 22:35:06,559 DEBUG: View 3 : 0.424083769634
+2016-08-30 22:35:08,197 DEBUG: Best view : View2
+2016-08-30 22:35:19,990 DEBUG: Start: Iteration 171
+2016-08-30 22:35:20,012 DEBUG: View 0 : 0.581151832461
+2016-08-30 22:35:20,032 DEBUG: View 1 : 0.497382198953
+2016-08-30 22:35:20,052 DEBUG: View 2 : 0.418848167539
+2016-08-30 22:35:20,075 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:35:21,726 DEBUG: Best view : View0
+2016-08-30 22:35:33,575 DEBUG: Start: Iteration 172
+2016-08-30 22:35:33,597 DEBUG: View 0 : 0.664921465969
+2016-08-30 22:35:33,616 DEBUG: View 1 : 0.476439790576
+2016-08-30 22:35:33,636 DEBUG: View 2 : 0.439790575916
+2016-08-30 22:35:33,659 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:35:35,315 DEBUG: Best view : View0
+2016-08-30 22:35:47,266 DEBUG: Start: Iteration 173
+2016-08-30 22:35:47,288 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:35:47,308 DEBUG: View 1 : 0.502617801047
+2016-08-30 22:35:47,328 DEBUG: View 2 : 0.376963350785
+2016-08-30 22:35:47,353 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:35:49,029 DEBUG: Best view : View0
+2016-08-30 22:36:01,016 DEBUG: Start: Iteration 174
+2016-08-30 22:36:01,038 DEBUG: View 0 : 0.623036649215
+2016-08-30 22:36:01,059 DEBUG: View 1 : 0.455497382199
+2016-08-30 22:36:01,078 DEBUG: View 2 : 0.429319371728
+2016-08-30 22:36:01,101 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:36:02,778 DEBUG: Best view : View0
+2016-08-30 22:36:15,332 DEBUG: Start: Iteration 175
+2016-08-30 22:36:15,353 DEBUG: View 0 : 0.623036649215
+2016-08-30 22:36:15,374 DEBUG: View 1 : 0.424083769634
+2016-08-30 22:36:15,394 DEBUG: View 2 : 0.560209424084
+2016-08-30 22:36:15,417 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:36:17,101 DEBUG: Best view : View0
+2016-08-30 22:36:30,094 DEBUG: Start: Iteration 176
+2016-08-30 22:36:30,116 DEBUG: View 0 : 0.638743455497
+2016-08-30 22:36:30,136 DEBUG: View 1 : 0.513089005236
+2016-08-30 22:36:30,156 DEBUG: View 2 : 0.413612565445
+2016-08-30 22:36:30,179 DEBUG: View 3 : 0.55497382199
+2016-08-30 22:36:31,869 DEBUG: Best view : View0
+2016-08-30 22:36:45,023 DEBUG: Start: Iteration 177
+2016-08-30 22:36:45,045 DEBUG: View 0 : 0.69109947644
+2016-08-30 22:36:45,065 DEBUG: View 1 : 0.413612565445
+2016-08-30 22:36:45,085 DEBUG: View 2 : 0.450261780105
+2016-08-30 22:36:45,108 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:36:46,797 DEBUG: Best view : View0
+2016-08-30 22:36:59,960 DEBUG: Start: Iteration 178
+2016-08-30 22:36:59,981 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:37:00,000 DEBUG: View 1 : 0.602094240838
+2016-08-30 22:37:00,021 DEBUG: View 2 : 0.424083769634
+2016-08-30 22:37:00,046 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:37:01,755 DEBUG: Best view : View0
+2016-08-30 22:37:15,000 DEBUG: Start: Iteration 179
+2016-08-30 22:37:15,022 DEBUG: View 0 : 0.69109947644
+2016-08-30 22:37:15,042 DEBUG: View 1 : 0.460732984293
+2016-08-30 22:37:15,062 DEBUG: View 2 : 0.539267015707
+2016-08-30 22:37:15,086 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:37:16,795 DEBUG: Best view : View0
+2016-08-30 22:37:29,255 DEBUG: Start: Iteration 180
+2016-08-30 22:37:29,277 DEBUG: View 0 : 0.65445026178
+2016-08-30 22:37:29,296 DEBUG: View 1 : 0.392670157068
+2016-08-30 22:37:29,317 DEBUG: View 2 : 0.575916230366
+2016-08-30 22:37:29,339 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:37:31,058 DEBUG: Best view : View0
+2016-08-30 22:37:43,597 DEBUG: Start: Iteration 181
+2016-08-30 22:37:43,618 DEBUG: View 0 : 0.717277486911
+2016-08-30 22:37:43,638 DEBUG: View 1 : 0.471204188482
+2016-08-30 22:37:43,657 DEBUG: View 2 : 0.455497382199
+2016-08-30 22:37:43,680 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:37:45,438 DEBUG: Best view : View0
+2016-08-30 22:37:58,065 DEBUG: Start: Iteration 182
+2016-08-30 22:37:58,085 DEBUG: View 0 : 0.717277486911
+2016-08-30 22:37:58,105 DEBUG: View 1 : 0.319371727749
+2016-08-30 22:37:58,125 DEBUG: View 2 : 0.492146596859
+2016-08-30 22:37:58,148 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:37:59,896 DEBUG: Best view : View0
+2016-08-30 22:38:12,581 DEBUG: Start: Iteration 183
+2016-08-30 22:38:12,603 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:38:12,622 DEBUG: View 1 : 0.492146596859
+2016-08-30 22:38:12,642 DEBUG: View 2 : 0.455497382199
+2016-08-30 22:38:12,665 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:38:14,410 DEBUG: Best view : View0
+2016-08-30 22:38:27,215 DEBUG: Start: Iteration 184
+2016-08-30 22:38:27,237 DEBUG: View 0 : 0.633507853403
+2016-08-30 22:38:27,257 DEBUG: View 1 : 0.502617801047
+2016-08-30 22:38:27,277 DEBUG: View 2 : 0.48167539267
+2016-08-30 22:38:27,300 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:38:29,065 DEBUG: Best view : View0
+2016-08-30 22:38:41,903 DEBUG: Start: Iteration 185
+2016-08-30 22:38:41,924 DEBUG: View 0 : 0.738219895288
+2016-08-30 22:38:41,944 DEBUG: View 1 : 0.471204188482
+2016-08-30 22:38:41,963 DEBUG: View 2 : 0.55497382199
+2016-08-30 22:38:41,986 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:38:43,755 DEBUG: Best view : View0
+2016-08-30 22:38:56,664 DEBUG: Start: Iteration 186
+2016-08-30 22:38:56,686 DEBUG: View 0 : 0.633507853403
+2016-08-30 22:38:56,707 DEBUG: View 1 : 0.513089005236
+2016-08-30 22:38:56,727 DEBUG: View 2 : 0.492146596859
+2016-08-30 22:38:56,750 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:38:58,514 DEBUG: Best view : View0
+2016-08-30 22:39:11,456 DEBUG: Start: Iteration 187
+2016-08-30 22:39:11,477 DEBUG: View 0 : 0.685863874346
+2016-08-30 22:39:11,496 DEBUG: View 1 : 0.387434554974
+2016-08-30 22:39:11,516 DEBUG: View 2 : 0.439790575916
+2016-08-30 22:39:11,538 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:39:13,316 DEBUG: Best view : View0
+2016-08-30 22:39:26,304 DEBUG: Start: Iteration 188
+2016-08-30 22:39:26,325 DEBUG: View 0 : 0.623036649215
+2016-08-30 22:39:26,344 DEBUG: View 1 : 0.38219895288
+2016-08-30 22:39:26,365 DEBUG: View 2 : 0.403141361257
+2016-08-30 22:39:26,389 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:39:28,160 DEBUG: Best view : View0
+2016-08-30 22:39:41,224 DEBUG: Start: Iteration 189
+2016-08-30 22:39:41,246 DEBUG: View 0 : 0.701570680628
+2016-08-30 22:39:41,265 DEBUG: View 1 : 0.549738219895
+2016-08-30 22:39:41,286 DEBUG: View 2 : 0.51832460733
+2016-08-30 22:39:41,309 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:39:43,094 DEBUG: Best view : View0
+2016-08-30 22:39:56,366 DEBUG: Start: Iteration 190
+2016-08-30 22:39:56,388 DEBUG: View 0 : 0.65445026178
+2016-08-30 22:39:56,409 DEBUG: View 1 : 0.48167539267
+2016-08-30 22:39:56,429 DEBUG: View 2 : 0.424083769634
+2016-08-30 22:39:56,453 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:39:58,248 DEBUG: Best view : View0
+2016-08-30 22:40:11,517 DEBUG: Start: Iteration 191
+2016-08-30 22:40:11,539 DEBUG: View 0 : 0.701570680628
+2016-08-30 22:40:11,558 DEBUG: View 1 : 0.486910994764
+2016-08-30 22:40:11,579 DEBUG: View 2 : 0.38219895288
+2016-08-30 22:40:11,601 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:40:13,416 DEBUG: Best view : View0
+2016-08-30 22:40:26,745 DEBUG: Start: Iteration 192
+2016-08-30 22:40:26,767 DEBUG: View 0 : 0.664921465969
+2016-08-30 22:40:26,787 DEBUG: View 1 : 0.44502617801
+2016-08-30 22:40:26,807 DEBUG: View 2 : 0.450261780105
+2016-08-30 22:40:26,830 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:40:28,640 DEBUG: Best view : View0
+2016-08-30 22:40:41,988 DEBUG: Start: Iteration 193
+2016-08-30 22:40:42,009 DEBUG: View 0 : 0.659685863874
+2016-08-30 22:40:42,029 DEBUG: View 1 : 0.455497382199
+2016-08-30 22:40:42,048 DEBUG: View 2 : 0.366492146597
+2016-08-30 22:40:42,072 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:40:43,892 DEBUG: Best view : View0
+2016-08-30 22:40:57,341 DEBUG: Start: Iteration 194
+2016-08-30 22:40:57,363 DEBUG: View 0 : 0.717277486911
+2016-08-30 22:40:57,383 DEBUG: View 1 : 0.376963350785
+2016-08-30 22:40:57,403 DEBUG: View 2 : 0.439790575916
+2016-08-30 22:40:57,426 DEBUG: View 3 : 0.539267015707
+2016-08-30 22:40:59,255 DEBUG: Best view : View0
+2016-08-30 22:41:12,757 DEBUG: Start: Iteration 195
+2016-08-30 22:41:12,778 DEBUG: View 0 : 0.701570680628
+2016-08-30 22:41:12,798 DEBUG: View 1 : 0.565445026178
+2016-08-30 22:41:12,818 DEBUG: View 2 : 0.460732984293
+2016-08-30 22:41:12,841 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:41:14,667 DEBUG: Best view : View0
+2016-08-30 22:41:28,215 DEBUG: Start: Iteration 196
+2016-08-30 22:41:28,236 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:41:28,256 DEBUG: View 1 : 0.596858638743
+2016-08-30 22:41:28,276 DEBUG: View 2 : 0.465968586387
+2016-08-30 22:41:28,298 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:41:30,136 DEBUG: Best view : View0
+2016-08-30 22:41:43,772 DEBUG: Start: Iteration 197
+2016-08-30 22:41:43,793 DEBUG: View 0 : 0.570680628272
+2016-08-30 22:41:43,813 DEBUG: View 1 : 0.450261780105
+2016-08-30 22:41:43,833 DEBUG: View 2 : 0.476439790576
+2016-08-30 22:41:43,857 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:41:45,698 DEBUG: Best view : View0
+2016-08-30 22:41:59,386 DEBUG: Start: Iteration 198
+2016-08-30 22:41:59,407 DEBUG: View 0 : 0.685863874346
+2016-08-30 22:41:59,428 DEBUG: View 1 : 0.55497382199
+2016-08-30 22:41:59,448 DEBUG: View 2 : 0.350785340314
+2016-08-30 22:41:59,470 DEBUG: View 3 : 0.471204188482
+2016-08-30 22:42:01,333 DEBUG: Best view : View0
+2016-08-30 22:42:15,099 DEBUG: Start: Iteration 199
+2016-08-30 22:42:15,121 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:42:15,141 DEBUG: View 1 : 0.534031413613
+2016-08-30 22:42:15,161 DEBUG: View 2 : 0.408376963351
+2016-08-30 22:42:15,184 DEBUG: View 3 : 0.539267015707
+2016-08-30 22:42:17,052 DEBUG: Best view : View0
+2016-08-30 22:42:30,946 DEBUG: Start: Iteration 200
+2016-08-30 22:42:30,968 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:42:30,988 DEBUG: View 1 : 0.61780104712
+2016-08-30 22:42:31,007 DEBUG: View 2 : 0.471204188482
+2016-08-30 22:42:31,031 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:42:32,907 DEBUG: Best view : View0
+2016-08-30 22:42:46,834 DEBUG: Start: Iteration 201
+2016-08-30 22:42:46,856 DEBUG: View 0 : 0.675392670157
+2016-08-30 22:42:46,875 DEBUG: View 1 : 0.476439790576
+2016-08-30 22:42:46,896 DEBUG: View 2 : 0.413612565445
+2016-08-30 22:42:46,919 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:42:48,793 DEBUG: Best view : View0
+2016-08-30 22:43:02,768 DEBUG: Start: Iteration 202
+2016-08-30 22:43:02,790 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:43:02,809 DEBUG: View 1 : 0.51832460733
+2016-08-30 22:43:02,829 DEBUG: View 2 : 0.413612565445
+2016-08-30 22:43:02,852 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:43:04,736 DEBUG: Best view : View0
+2016-08-30 22:43:18,777 DEBUG: Start: Iteration 203
+2016-08-30 22:43:18,798 DEBUG: View 0 : 0.649214659686
+2016-08-30 22:43:18,818 DEBUG: View 1 : 0.455497382199
+2016-08-30 22:43:18,838 DEBUG: View 2 : 0.486910994764
+2016-08-30 22:43:18,862 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:43:20,752 DEBUG: Best view : View0
+2016-08-30 22:43:34,874 DEBUG: Start: Iteration 204
+2016-08-30 22:43:34,895 DEBUG: View 0 : 0.701570680628
+2016-08-30 22:43:34,915 DEBUG: View 1 : 0.565445026178
+2016-08-30 22:43:34,935 DEBUG: View 2 : 0.434554973822
+2016-08-30 22:43:34,958 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:43:36,858 DEBUG: Best view : View0
+2016-08-30 22:43:51,030 DEBUG: Start: Iteration 205
+2016-08-30 22:43:51,052 DEBUG: View 0 : 0.675392670157
+2016-08-30 22:43:51,072 DEBUG: View 1 : 0.319371727749
+2016-08-30 22:43:51,093 DEBUG: View 2 : 0.439790575916
+2016-08-30 22:43:51,117 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:43:53,009 DEBUG: Best view : View0
+2016-08-30 22:44:07,295 DEBUG: Start: Iteration 206
+2016-08-30 22:44:07,317 DEBUG: View 0 : 0.680628272251
+2016-08-30 22:44:07,336 DEBUG: View 1 : 0.575916230366
+2016-08-30 22:44:07,356 DEBUG: View 2 : 0.570680628272
+2016-08-30 22:44:07,379 DEBUG: View 3 : 0.424083769634
+2016-08-30 22:44:09,294 DEBUG: Best view : View0
+2016-08-30 22:44:23,624 DEBUG: Start: Iteration 207
+2016-08-30 22:44:23,646 DEBUG: View 0 : 0.774869109948
+2016-08-30 22:44:23,666 DEBUG: View 1 : 0.450261780105
+2016-08-30 22:44:23,686 DEBUG: View 2 : 0.418848167539
+2016-08-30 22:44:23,708 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:44:25,647 DEBUG: Best view : View0
+2016-08-30 22:44:40,073 DEBUG: Start: Iteration 208
+2016-08-30 22:44:40,095 DEBUG: View 0 : 0.633507853403
+2016-08-30 22:44:40,115 DEBUG: View 1 : 0.596858638743
+2016-08-30 22:44:40,135 DEBUG: View 2 : 0.486910994764
+2016-08-30 22:44:40,158 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:44:42,088 DEBUG: Best view : View0
+2016-08-30 22:44:56,562 DEBUG: Start: Iteration 209
+2016-08-30 22:44:56,583 DEBUG: View 0 : 0.607329842932
+2016-08-30 22:44:56,603 DEBUG: View 1 : 0.528795811518
+2016-08-30 22:44:56,623 DEBUG: View 2 : 0.507853403141
+2016-08-30 22:44:56,646 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:44:58,591 DEBUG: Best view : View0
+2016-08-30 22:45:13,098 DEBUG: Start: Iteration 210
+2016-08-30 22:45:13,119 DEBUG: View 0 : 0.722513089005
+2016-08-30 22:45:13,139 DEBUG: View 1 : 0.408376963351
+2016-08-30 22:45:13,159 DEBUG: View 2 : 0.497382198953
+2016-08-30 22:45:13,182 DEBUG: View 3 : 0.507853403141
+2016-08-30 22:45:15,121 DEBUG: Best view : View0
+2016-08-30 22:45:29,728 DEBUG: Start: Iteration 211
+2016-08-30 22:45:29,749 DEBUG: View 0 : 0.732984293194
+2016-08-30 22:45:29,769 DEBUG: View 1 : 0.460732984293
+2016-08-30 22:45:29,789 DEBUG: View 2 : 0.602094240838
+2016-08-30 22:45:29,813 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:45:31,777 DEBUG: Best view : View0
+2016-08-30 22:45:46,527 DEBUG: Start: Iteration 212
+2016-08-30 22:45:46,550 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:45:46,570 DEBUG: View 1 : 0.455497382199
+2016-08-30 22:45:46,591 DEBUG: View 2 : 0.455497382199
+2016-08-30 22:45:46,614 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:45:48,570 DEBUG: Best view : View0
+2016-08-30 22:46:03,309 DEBUG: Start: Iteration 213
+2016-08-30 22:46:03,330 DEBUG: View 0 : 0.602094240838
+2016-08-30 22:46:03,350 DEBUG: View 1 : 0.570680628272
+2016-08-30 22:46:03,370 DEBUG: View 2 : 0.450261780105
+2016-08-30 22:46:03,394 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:46:05,364 DEBUG: Best view : View1
+2016-08-30 22:46:20,153 DEBUG: Start: Iteration 214
+2016-08-30 22:46:20,175 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:46:20,195 DEBUG: View 1 : 0.534031413613
+2016-08-30 22:46:20,214 DEBUG: View 2 : 0.492146596859
+2016-08-30 22:46:20,237 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:46:22,213 DEBUG: Best view : View0
+2016-08-30 22:46:37,089 DEBUG: Start: Iteration 215
+2016-08-30 22:46:37,111 DEBUG: View 0 : 0.706806282723
+2016-08-30 22:46:37,130 DEBUG: View 1 : 0.387434554974
+2016-08-30 22:46:37,150 DEBUG: View 2 : 0.434554973822
+2016-08-30 22:46:37,173 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:46:39,152 DEBUG: Best view : View0
+2016-08-30 22:46:54,121 DEBUG: Start: Iteration 216
+2016-08-30 22:46:54,142 DEBUG: View 0 : 0.675392670157
+2016-08-30 22:46:54,161 DEBUG: View 1 : 0.560209424084
+2016-08-30 22:46:54,181 DEBUG: View 2 : 0.51832460733
+2016-08-30 22:46:54,204 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:46:56,196 DEBUG: Best view : View0
+2016-08-30 22:47:11,222 DEBUG: Start: Iteration 217
+2016-08-30 22:47:11,243 DEBUG: View 0 : 0.633507853403
+2016-08-30 22:47:11,263 DEBUG: View 1 : 0.528795811518
+2016-08-30 22:47:11,282 DEBUG: View 2 : 0.51832460733
+2016-08-30 22:47:11,306 DEBUG: View 3 : 0.429319371728
+2016-08-30 22:47:13,310 DEBUG: Best view : View0
+2016-08-30 22:47:28,408 DEBUG: Start: Iteration 218
+2016-08-30 22:47:28,429 DEBUG: View 0 : 0.717277486911
+2016-08-30 22:47:28,449 DEBUG: View 1 : 0.397905759162
+2016-08-30 22:47:28,468 DEBUG: View 2 : 0.476439790576
+2016-08-30 22:47:28,491 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:47:30,504 DEBUG: Best view : View0
+2016-08-30 22:47:45,714 DEBUG: Start: Iteration 219
+2016-08-30 22:47:45,736 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:47:45,756 DEBUG: View 1 : 0.434554973822
+2016-08-30 22:47:45,776 DEBUG: View 2 : 0.418848167539
+2016-08-30 22:47:45,799 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:47:47,824 DEBUG: Best view : View0
+2016-08-30 22:48:03,081 DEBUG: Start: Iteration 220
+2016-08-30 22:48:03,102 DEBUG: View 0 : 0.727748691099
+2016-08-30 22:48:03,122 DEBUG: View 1 : 0.439790575916
+2016-08-30 22:48:03,142 DEBUG: View 2 : 0.507853403141
+2016-08-30 22:48:03,165 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:48:05,188 DEBUG: Best view : View0
+2016-08-30 22:48:20,467 DEBUG: Start: Iteration 221
+2016-08-30 22:48:20,488 DEBUG: View 0 : 0.753926701571
+2016-08-30 22:48:20,508 DEBUG: View 1 : 0.507853403141
+2016-08-30 22:48:20,528 DEBUG: View 2 : 0.486910994764
+2016-08-30 22:48:20,551 DEBUG: View 3 : 0.507853403141
+2016-08-30 22:48:22,582 DEBUG: Best view : View0
+2016-08-30 22:48:37,925 DEBUG: Start: Iteration 222
+2016-08-30 22:48:37,947 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:48:37,966 DEBUG: View 1 : 0.539267015707
+2016-08-30 22:48:37,987 DEBUG: View 2 : 0.44502617801
+2016-08-30 22:48:38,009 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:48:40,048 DEBUG: Best view : View0
+2016-08-30 22:48:55,493 DEBUG: Start: Iteration 223
+2016-08-30 22:48:55,514 DEBUG: View 0 : 0.712041884817
+2016-08-30 22:48:55,533 DEBUG: View 1 : 0.549738219895
+2016-08-30 22:48:55,554 DEBUG: View 2 : 0.455497382199
+2016-08-30 22:48:55,577 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:48:57,634 DEBUG: Best view : View0
+2016-08-30 22:49:13,159 DEBUG: Start: Iteration 224
+2016-08-30 22:49:13,180 DEBUG: View 0 : 0.685863874346
+2016-08-30 22:49:13,200 DEBUG: View 1 : 0.413612565445
+2016-08-30 22:49:13,220 DEBUG: View 2 : 0.497382198953
+2016-08-30 22:49:13,244 DEBUG: View 3 : 0.424083769634
+2016-08-30 22:49:15,287 DEBUG: Best view : View0
+2016-08-30 22:49:30,832 DEBUG: Start: Iteration 225
+2016-08-30 22:49:30,853 DEBUG: View 0 : 0.664921465969
+2016-08-30 22:49:30,875 DEBUG: View 1 : 0.371727748691
+2016-08-30 22:49:30,894 DEBUG: View 2 : 0.492146596859
+2016-08-30 22:49:30,917 DEBUG: View 3 : 0.408376963351
+2016-08-30 22:49:32,999 DEBUG: Best view : View0
+2016-08-30 22:49:48,644 DEBUG: Start: Iteration 226
+2016-08-30 22:49:48,666 DEBUG: View 0 : 0.706806282723
+2016-08-30 22:49:48,686 DEBUG: View 1 : 0.497382198953
+2016-08-30 22:49:48,706 DEBUG: View 2 : 0.544502617801
+2016-08-30 22:49:48,728 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:49:50,798 DEBUG: Best view : View0
+2016-08-30 22:50:06,504 DEBUG: Start: Iteration 227
+2016-08-30 22:50:06,525 DEBUG: View 0 : 0.732984293194
+2016-08-30 22:50:06,545 DEBUG: View 1 : 0.429319371728
+2016-08-30 22:50:06,565 DEBUG: View 2 : 0.408376963351
+2016-08-30 22:50:06,588 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:50:08,663 DEBUG: Best view : View0
+2016-08-30 22:50:24,457 DEBUG: Start: Iteration 228
+2016-08-30 22:50:24,478 DEBUG: View 0 : 0.69109947644
+2016-08-30 22:50:24,499 DEBUG: View 1 : 0.544502617801
+2016-08-30 22:50:24,519 DEBUG: View 2 : 0.44502617801
+2016-08-30 22:50:24,542 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:50:26,626 DEBUG: Best view : View0
+2016-08-30 22:50:42,648 DEBUG: Start: Iteration 229
+2016-08-30 22:50:42,669 DEBUG: View 0 : 0.649214659686
+2016-08-30 22:50:42,689 DEBUG: View 1 : 0.55497382199
+2016-08-30 22:50:42,709 DEBUG: View 2 : 0.560209424084
+2016-08-30 22:50:42,733 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:50:44,829 DEBUG: Best view : View0
+2016-08-30 22:51:00,787 DEBUG: Start: Iteration 230
+2016-08-30 22:51:00,809 DEBUG: View 0 : 0.738219895288
+2016-08-30 22:51:00,828 DEBUG: View 1 : 0.497382198953
+2016-08-30 22:51:00,848 DEBUG: View 2 : 0.65445026178
+2016-08-30 22:51:00,872 DEBUG: View 3 : 0.44502617801
+2016-08-30 22:51:02,959 DEBUG: Best view : View0
+2016-08-30 22:51:18,932 DEBUG: Start: Iteration 231
+2016-08-30 22:51:18,953 DEBUG: View 0 : 0.638743455497
+2016-08-30 22:51:18,973 DEBUG: View 1 : 0.460732984293
+2016-08-30 22:51:18,993 DEBUG: View 2 : 0.534031413613
+2016-08-30 22:51:19,017 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:51:21,113 DEBUG: Best view : View0
+2016-08-30 22:51:37,274 DEBUG: Start: Iteration 232
+2016-08-30 22:51:37,296 DEBUG: View 0 : 0.612565445026
+2016-08-30 22:51:37,316 DEBUG: View 1 : 0.51832460733
+2016-08-30 22:51:37,336 DEBUG: View 2 : 0.544502617801
+2016-08-30 22:51:37,358 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:51:39,465 DEBUG: Best view : View0
+2016-08-30 22:51:55,651 DEBUG: Start: Iteration 233
+2016-08-30 22:51:55,672 DEBUG: View 0 : 0.722513089005
+2016-08-30 22:51:55,692 DEBUG: View 1 : 0.408376963351
+2016-08-30 22:51:55,712 DEBUG: View 2 : 0.413612565445
+2016-08-30 22:51:55,736 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:51:57,872 DEBUG: Best view : View0
+2016-08-30 22:52:14,150 DEBUG: Start: Iteration 234
+2016-08-30 22:52:14,172 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:52:14,192 DEBUG: View 1 : 0.413612565445
+2016-08-30 22:52:14,212 DEBUG: View 2 : 0.575916230366
+2016-08-30 22:52:14,235 DEBUG: View 3 : 0.586387434555
+2016-08-30 22:52:16,372 DEBUG: Best view : View0
+2016-08-30 22:52:32,690 DEBUG: Start: Iteration 235
+2016-08-30 22:52:32,712 DEBUG: View 0 : 0.643979057592
+2016-08-30 22:52:32,732 DEBUG: View 1 : 0.544502617801
+2016-08-30 22:52:32,752 DEBUG: View 2 : 0.48167539267
+2016-08-30 22:52:32,775 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:52:34,909 DEBUG: Best view : View0
+2016-08-30 22:52:51,291 DEBUG: Start: Iteration 236
+2016-08-30 22:52:51,313 DEBUG: View 0 : 0.65445026178
+2016-08-30 22:52:51,333 DEBUG: View 1 : 0.51832460733
+2016-08-30 22:52:51,353 DEBUG: View 2 : 0.471204188482
+2016-08-30 22:52:51,377 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:52:53,544 DEBUG: Best view : View0
+2016-08-30 22:53:10,027 DEBUG: Start: Iteration 237
+2016-08-30 22:53:10,048 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:53:10,069 DEBUG: View 1 : 0.549738219895
+2016-08-30 22:53:10,088 DEBUG: View 2 : 0.575916230366
+2016-08-30 22:53:10,112 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:53:12,261 DEBUG: Best view : View0
+2016-08-30 22:53:28,756 DEBUG: Start: Iteration 238
+2016-08-30 22:53:28,777 DEBUG: View 0 : 0.643979057592
+2016-08-30 22:53:28,797 DEBUG: View 1 : 0.471204188482
+2016-08-30 22:53:28,817 DEBUG: View 2 : 0.528795811518
+2016-08-30 22:53:28,840 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:53:30,994 DEBUG: Best view : View0
+2016-08-30 22:53:47,540 DEBUG: Start: Iteration 239
+2016-08-30 22:53:47,562 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:53:47,582 DEBUG: View 1 : 0.581151832461
+2016-08-30 22:53:47,602 DEBUG: View 2 : 0.61780104712
+2016-08-30 22:53:47,625 DEBUG: View 3 : 0.544502617801
+2016-08-30 22:53:49,791 DEBUG: Best view : View0
+2016-08-30 22:54:06,432 DEBUG: Start: Iteration 240
+2016-08-30 22:54:06,453 DEBUG: View 0 : 0.664921465969
+2016-08-30 22:54:06,473 DEBUG: View 1 : 0.649214659686
+2016-08-30 22:54:06,493 DEBUG: View 2 : 0.424083769634
+2016-08-30 22:54:06,516 DEBUG: View 3 : 0.486910994764
+2016-08-30 22:54:08,691 DEBUG: Best view : View1
+2016-08-30 22:54:25,396 DEBUG: Start: Iteration 241
+2016-08-30 22:54:25,417 DEBUG: View 0 : 0.696335078534
+2016-08-30 22:54:25,437 DEBUG: View 1 : 0.528795811518
+2016-08-30 22:54:25,457 DEBUG: View 2 : 0.361256544503
+2016-08-30 22:54:25,480 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:54:27,690 DEBUG: Best view : View0
+2016-08-30 22:54:44,496 DEBUG: Start: Iteration 242
+2016-08-30 22:54:44,517 DEBUG: View 0 : 0.701570680628
+2016-08-30 22:54:44,537 DEBUG: View 1 : 0.392670157068
+2016-08-30 22:54:44,558 DEBUG: View 2 : 0.460732984293
+2016-08-30 22:54:44,581 DEBUG: View 3 : 0.413612565445
+2016-08-30 22:54:46,770 DEBUG: Best view : View0
+2016-08-30 22:55:03,617 DEBUG: Start: Iteration 243
+2016-08-30 22:55:03,639 DEBUG: View 0 : 0.706806282723
+2016-08-30 22:55:03,659 DEBUG: View 1 : 0.455497382199
+2016-08-30 22:55:03,679 DEBUG: View 2 : 0.450261780105
+2016-08-30 22:55:03,702 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:55:05,895 DEBUG: Best view : View0
+2016-08-30 22:55:22,826 DEBUG: Start: Iteration 244
+2016-08-30 22:55:22,848 DEBUG: View 0 : 0.586387434555
+2016-08-30 22:55:22,867 DEBUG: View 1 : 0.48167539267
+2016-08-30 22:55:22,887 DEBUG: View 2 : 0.476439790576
+2016-08-30 22:55:22,910 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:55:25,148 DEBUG: Best view : View0
+2016-08-30 22:55:42,199 DEBUG: Start: Iteration 245
+2016-08-30 22:55:42,220 DEBUG: View 0 : 0.570680628272
+2016-08-30 22:55:42,240 DEBUG: View 1 : 0.502617801047
+2016-08-30 22:55:42,260 DEBUG: View 2 : 0.586387434555
+2016-08-30 22:55:42,283 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:55:44,494 DEBUG: Best view : View2
+2016-08-30 22:56:01,522 DEBUG: Start: Iteration 246
+2016-08-30 22:56:01,544 DEBUG: View 0 : 0.732984293194
+2016-08-30 22:56:01,564 DEBUG: View 1 : 0.44502617801
+2016-08-30 22:56:01,585 DEBUG: View 2 : 0.51832460733
+2016-08-30 22:56:01,608 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:56:03,832 DEBUG: Best view : View0
+2016-08-30 22:56:20,969 DEBUG: Start: Iteration 247
+2016-08-30 22:56:20,990 DEBUG: View 0 : 0.664921465969
+2016-08-30 22:56:21,010 DEBUG: View 1 : 0.497382198953
+2016-08-30 22:56:21,030 DEBUG: View 2 : 0.44502617801
+2016-08-30 22:56:21,053 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:56:23,299 DEBUG: Best view : View0
+2016-08-30 22:56:40,551 DEBUG: Start: Iteration 248
+2016-08-30 22:56:40,573 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:56:40,593 DEBUG: View 1 : 0.450261780105
+2016-08-30 22:56:40,613 DEBUG: View 2 : 0.429319371728
+2016-08-30 22:56:40,635 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:56:42,870 DEBUG: Best view : View0
+2016-08-30 22:57:00,165 DEBUG: Start: Iteration 249
+2016-08-30 22:57:00,187 DEBUG: View 0 : 0.670157068063
+2016-08-30 22:57:00,208 DEBUG: View 1 : 0.539267015707
+2016-08-30 22:57:00,228 DEBUG: View 2 : 0.424083769634
+2016-08-30 22:57:00,252 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:57:02,506 DEBUG: Best view : View0
+2016-08-30 22:57:19,836 DEBUG: Start: Iteration 250
+2016-08-30 22:57:19,858 DEBUG: View 0 : 0.549738219895
+2016-08-30 22:57:19,878 DEBUG: View 1 : 0.403141361257
+2016-08-30 22:57:19,897 DEBUG: View 2 : 0.507853403141
+2016-08-30 22:57:19,921 DEBUG: View 3 : 0.460732984293
+2016-08-30 22:57:22,200 DEBUG: Best view : View0
+2016-08-30 22:57:39,642 DEBUG: Start: Iteration 251
+2016-08-30 22:57:39,664 DEBUG: View 0 : 0.633507853403
+2016-08-30 22:57:39,683 DEBUG: View 1 : 0.591623036649
+2016-08-30 22:57:39,703 DEBUG: View 2 : 0.418848167539
+2016-08-30 22:57:39,726 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:57:41,981 DEBUG: Best view : View0
+2016-08-30 22:57:59,469 DEBUG: Start: Iteration 252
+2016-08-30 22:57:59,491 DEBUG: View 0 : 0.712041884817
+2016-08-30 22:57:59,511 DEBUG: View 1 : 0.549738219895
+2016-08-30 22:57:59,531 DEBUG: View 2 : 0.418848167539
+2016-08-30 22:57:59,554 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:58:01,824 DEBUG: Best view : View0
+2016-08-30 22:58:19,333 DEBUG: Start: Iteration 253
+2016-08-30 22:58:19,355 DEBUG: View 0 : 0.675392670157
+2016-08-30 22:58:19,375 DEBUG: View 1 : 0.44502617801
+2016-08-30 22:58:19,394 DEBUG: View 2 : 0.48167539267
+2016-08-30 22:58:19,418 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:58:21,686 DEBUG: Best view : View0
+2016-08-30 22:58:39,317 DEBUG: Start: Iteration 254
+2016-08-30 22:58:39,339 DEBUG: View 0 : 0.743455497382
+2016-08-30 22:58:39,358 DEBUG: View 1 : 0.429319371728
+2016-08-30 22:58:39,379 DEBUG: View 2 : 0.439790575916
+2016-08-30 22:58:39,401 DEBUG: View 3 : 0.48167539267
+2016-08-30 22:58:41,688 DEBUG: Best view : View0
+2016-08-30 22:58:59,343 DEBUG: Start: Iteration 255
+2016-08-30 22:58:59,365 DEBUG: View 0 : 0.659685863874
+2016-08-30 22:58:59,384 DEBUG: View 1 : 0.523560209424
+2016-08-30 22:58:59,404 DEBUG: View 2 : 0.418848167539
+2016-08-30 22:58:59,427 DEBUG: View 3 : 0.476439790576
+2016-08-30 22:59:01,721 DEBUG: Best view : View0
+2016-08-30 22:59:19,450 DEBUG: Start: Iteration 256
+2016-08-30 22:59:19,471 DEBUG: View 0 : 0.69109947644
+2016-08-30 22:59:19,491 DEBUG: View 1 : 0.502617801047
+2016-08-30 22:59:19,512 DEBUG: View 2 : 0.361256544503
+2016-08-30 22:59:19,535 DEBUG: View 3 : 0.418848167539
+2016-08-30 22:59:21,840 DEBUG: Best view : View0
+2016-08-30 22:59:39,633 DEBUG: Start: Iteration 257
+2016-08-30 22:59:39,655 DEBUG: View 0 : 0.717277486911
+2016-08-30 22:59:39,675 DEBUG: View 1 : 0.539267015707
+2016-08-30 22:59:39,695 DEBUG: View 2 : 0.44502617801
+2016-08-30 22:59:39,718 DEBUG: View 3 : 0.497382198953
+2016-08-30 22:59:42,045 DEBUG: Best view : View0
+2016-08-30 22:59:59,927 DEBUG: Start: Iteration 258
+2016-08-30 22:59:59,949 DEBUG: View 0 : 0.659685863874
+2016-08-30 22:59:59,969 DEBUG: View 1 : 0.544502617801
+2016-08-30 22:59:59,988 DEBUG: View 2 : 0.340314136126
+2016-08-30 23:00:00,011 DEBUG: View 3 : 0.476439790576
+2016-08-30 23:00:02,333 DEBUG: Best view : View0
+2016-08-30 23:00:20,320 DEBUG: Start: Iteration 259
+2016-08-30 23:00:20,341 DEBUG: View 0 : 0.675392670157
+2016-08-30 23:00:20,361 DEBUG: View 1 : 0.471204188482
+2016-08-30 23:00:20,381 DEBUG: View 2 : 0.392670157068
+2016-08-30 23:00:20,404 DEBUG: View 3 : 0.408376963351
+2016-08-30 23:00:22,801 DEBUG: Best view : View0
+2016-08-30 23:00:40,818 DEBUG: Start: Iteration 260
+2016-08-30 23:00:40,839 DEBUG: View 0 : 0.675392670157
+2016-08-30 23:00:40,859 DEBUG: View 1 : 0.570680628272
+2016-08-30 23:00:40,879 DEBUG: View 2 : 0.544502617801
+2016-08-30 23:00:40,902 DEBUG: View 3 : 0.492146596859
+2016-08-30 23:00:43,239 DEBUG: Best view : View0
+2016-08-30 23:01:01,325 DEBUG: Start: Iteration 261
+2016-08-30 23:01:01,346 DEBUG: View 0 : 0.696335078534
+2016-08-30 23:01:01,366 DEBUG: View 1 : 0.528795811518
+2016-08-30 23:01:01,386 DEBUG: View 2 : 0.586387434555
+2016-08-30 23:01:01,409 DEBUG: View 3 : 0.476439790576
+2016-08-30 23:01:03,749 DEBUG: Best view : View0
+2016-08-30 23:01:21,889 DEBUG: Start: Iteration 262
+2016-08-30 23:01:21,911 DEBUG: View 0 : 0.659685863874
+2016-08-30 23:01:21,931 DEBUG: View 1 : 0.513089005236
+2016-08-30 23:01:21,951 DEBUG: View 2 : 0.361256544503
+2016-08-30 23:01:21,974 DEBUG: View 3 : 0.476439790576
+2016-08-30 23:01:24,325 DEBUG: Best view : View0
+2016-08-30 23:01:42,533 DEBUG: Start: Iteration 263
+2016-08-30 23:01:42,555 DEBUG: View 0 : 0.79057591623
+2016-08-30 23:01:42,574 DEBUG: View 1 : 0.497382198953
+2016-08-30 23:01:42,594 DEBUG: View 2 : 0.591623036649
+2016-08-30 23:01:42,617 DEBUG: View 3 : 0.476439790576
+2016-08-30 23:01:44,955 DEBUG: Best view : View0
+2016-08-30 23:02:03,228 DEBUG: Start: Iteration 264
+2016-08-30 23:02:03,249 DEBUG: View 0 : 0.649214659686
+2016-08-30 23:02:03,269 DEBUG: View 1 : 0.513089005236
+2016-08-30 23:02:03,290 DEBUG: View 2 : 0.565445026178
+2016-08-30 23:02:03,312 DEBUG: View 3 : 0.476439790576
+2016-08-30 23:02:05,660 DEBUG: Best view : View0
+2016-08-30 23:02:24,107 DEBUG: Start: Iteration 265
+2016-08-30 23:02:24,129 DEBUG: View 0 : 0.65445026178
+2016-08-30 23:02:24,148 DEBUG: View 1 : 0.439790575916
+2016-08-30 23:02:24,168 DEBUG: View 2 : 0.575916230366
+2016-08-30 23:02:24,192 DEBUG: View 3 : 0.476439790576
+2016-08-30 23:02:26,552 DEBUG: Best view : View0
+2016-08-30 23:02:44,993 DEBUG: Start: Iteration 266
+2016-08-30 23:02:45,015 DEBUG: View 0 : 0.664921465969
+2016-08-30 23:02:45,034 DEBUG: View 1 : 0.581151832461
+2016-08-30 23:02:45,054 DEBUG: View 2 : 0.439790575916
+2016-08-30 23:02:45,077 DEBUG: View 3 : 0.476439790576
+2016-08-30 23:02:47,456 DEBUG: Best view : View0
+2016-08-30 23:03:05,965 DEBUG: Start: Iteration 267
+2016-08-30 23:03:05,987 DEBUG: View 0 : 0.717277486911
+2016-08-30 23:03:06,007 DEBUG: View 1 : 0.48167539267
+2016-08-30 23:03:06,027 DEBUG: View 2 : 0.497382198953
+2016-08-30 23:03:06,050 DEBUG: View 3 : 0.476439790576
+2016-08-30 23:03:08,421 DEBUG: Best view : View0
+2016-08-30 23:03:26,972 DEBUG: Start: Iteration 268
+2016-08-30 23:03:26,994 DEBUG: View 0 : 0.712041884817
+2016-08-30 23:03:27,013 DEBUG: View 1 : 0.502617801047
+2016-08-30 23:03:27,033 DEBUG: View 2 : 0.408376963351
+2016-08-30 23:03:27,056 DEBUG: View 3 : 0.408376963351
+2016-08-30 23:03:29,442 DEBUG: Best view : View0
+2016-08-30 23:03:48,082 DEBUG: Start: Iteration 269
+2016-08-30 23:03:48,104 DEBUG: View 0 : 0.670157068063
+2016-08-30 23:03:48,123 DEBUG: View 1 : 0.549738219895
+2016-08-30 23:03:48,144 DEBUG: View 2 : 0.418848167539
+2016-08-30 23:03:48,166 DEBUG: View 3 : 0.476439790576
+2016-08-30 23:03:50,565 DEBUG: Best view : View0
+2016-08-30 23:04:09,262 DEBUG: Start: Iteration 270
+2016-08-30 23:04:09,283 DEBUG: View 0 : 0.633507853403
+2016-08-30 23:04:09,303 DEBUG: View 1 : 0.570680628272
+2016-08-30 23:04:09,322 DEBUG: View 2 : 0.424083769634
+2016-08-30 23:04:09,346 DEBUG: View 3 : 0.413612565445
+2016-08-30 23:04:11,744 DEBUG: Best view : View0
+2016-08-30 23:04:30,555 DEBUG: Start: Iteration 271
+2016-08-30 23:04:30,577 DEBUG: View 0 : 0.675392670157
+2016-08-30 23:04:30,598 DEBUG: View 1 : 0.44502617801
+2016-08-30 23:04:30,618 DEBUG: View 2 : 0.502617801047
+2016-08-30 23:04:30,642 DEBUG: View 3 : 0.497382198953
+2016-08-30 23:04:33,057 DEBUG: Best view : View0
+2016-08-30 23:04:51,886 DEBUG: Start: Iteration 272
+2016-08-30 23:04:51,907 DEBUG: View 0 : 0.680628272251
+2016-08-30 23:04:51,927 DEBUG: View 1 : 0.48167539267
+2016-08-30 23:04:51,947 DEBUG: View 2 : 0.434554973822
+2016-08-30 23:04:51,970 DEBUG: View 3 : 0.476439790576
+2016-08-30 23:04:54,409 DEBUG: Best view : View0
+2016-08-30 23:05:13,339 DEBUG: Start: Iteration 273
+2016-08-30 23:05:13,360 DEBUG: View 0 : 0.680628272251
+2016-08-30 23:05:13,379 DEBUG: View 1 : 0.549738219895
+2016-08-30 23:05:13,399 DEBUG: View 2 : 0.460732984293
+2016-08-30 23:05:13,422 DEBUG: View 3 : 0.476439790576
+2016-08-30 23:05:15,846 DEBUG: Best view : View0
+2016-08-30 23:05:34,827 DEBUG: Start: Iteration 274
+2016-08-30 23:05:34,848 DEBUG: View 0 : 0.696335078534
+2016-08-30 23:05:34,868 DEBUG: View 1 : 0.424083769634
+2016-08-30 23:05:34,888 DEBUG: View 2 : 0.350785340314
+2016-08-30 23:05:34,911 DEBUG: View 3 : 0.476439790576
+2016-08-30 23:05:37,360 DEBUG: Best view : View0
+2016-08-30 23:05:56,392 DEBUG: Start: Iteration 275
+2016-08-30 23:05:56,414 DEBUG: View 0 : 0.659685863874
+2016-08-30 23:05:56,433 DEBUG: View 1 : 0.392670157068
+2016-08-30 23:05:56,454 DEBUG: View 2 : 0.48167539267
+2016-08-30 23:05:56,477 DEBUG: View 3 : 0.502617801047
+2016-08-30 23:05:58,940 DEBUG: Best view : View0
+2016-08-30 23:06:18,080 DEBUG: Start: Iteration 276
+2016-08-30 23:06:18,101 DEBUG: View 0 : 0.675392670157
+2016-08-30 23:06:18,121 DEBUG: View 1 : 0.356020942408
+2016-08-30 23:06:18,141 DEBUG: View 2 : 0.581151832461
+2016-08-30 23:06:18,164 DEBUG: View 3 : 0.424083769634
+2016-08-30 23:06:20,658 DEBUG: Best view : View0
+2016-08-30 23:06:39,901 DEBUG: Start: Iteration 277
+2016-08-30 23:06:39,923 DEBUG: View 0 : 0.685863874346
+2016-08-30 23:06:39,943 DEBUG: View 1 : 0.549738219895
+2016-08-30 23:06:39,963 DEBUG: View 2 : 0.371727748691
+2016-08-30 23:06:39,986 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:06:42,461 DEBUG: Best view : View0
+2016-08-30 23:07:01,839 DEBUG: Start: Iteration 278
+2016-08-30 23:07:01,861 DEBUG: View 0 : 0.701570680628
+2016-08-30 23:07:01,881 DEBUG: View 1 : 0.471204188482
+2016-08-30 23:07:01,901 DEBUG: View 2 : 0.361256544503
+2016-08-30 23:07:01,924 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:07:04,407 DEBUG: Best view : View0
+2016-08-30 23:07:23,837 DEBUG: Start: Iteration 279
+2016-08-30 23:07:23,859 DEBUG: View 0 : 0.633507853403
+2016-08-30 23:07:23,878 DEBUG: View 1 : 0.476439790576
+2016-08-30 23:07:23,898 DEBUG: View 2 : 0.48167539267
+2016-08-30 23:07:23,921 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:07:26,414 DEBUG: Best view : View0
+2016-08-30 23:07:45,920 DEBUG: Start: Iteration 280
+2016-08-30 23:07:45,941 DEBUG: View 0 : 0.61780104712
+2016-08-30 23:07:45,961 DEBUG: View 1 : 0.534031413613
+2016-08-30 23:07:45,981 DEBUG: View 2 : 0.680628272251
+2016-08-30 23:07:46,003 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:07:48,528 DEBUG: Best view : View2
+2016-08-30 23:08:08,002 DEBUG: Start: Iteration 281
+2016-08-30 23:08:08,024 DEBUG: View 0 : 0.706806282723
+2016-08-30 23:08:08,044 DEBUG: View 1 : 0.403141361257
+2016-08-30 23:08:08,064 DEBUG: View 2 : 0.460732984293
+2016-08-30 23:08:08,087 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:08:10,609 DEBUG: Best view : View0
+2016-08-30 23:08:30,171 DEBUG: Start: Iteration 282
+2016-08-30 23:08:30,192 DEBUG: View 0 : 0.633507853403
+2016-08-30 23:08:30,212 DEBUG: View 1 : 0.298429319372
+2016-08-30 23:08:30,232 DEBUG: View 2 : 0.55497382199
+2016-08-30 23:08:30,254 DEBUG: View 3 : 0.586387434555
+2016-08-30 23:08:32,768 DEBUG: Best view : View0
+2016-08-30 23:08:52,361 DEBUG: Start: Iteration 283
+2016-08-30 23:08:52,383 DEBUG: View 0 : 0.722513089005
+2016-08-30 23:08:52,403 DEBUG: View 1 : 0.523560209424
+2016-08-30 23:08:52,423 DEBUG: View 2 : 0.69109947644
+2016-08-30 23:08:52,446 DEBUG: View 3 : 0.424083769634
+2016-08-30 23:08:54,971 DEBUG: Best view : View0
+2016-08-30 23:09:14,621 DEBUG: Start: Iteration 284
+2016-08-30 23:09:14,642 DEBUG: View 0 : 0.638743455497
+2016-08-30 23:09:14,662 DEBUG: View 1 : 0.528795811518
+2016-08-30 23:09:14,682 DEBUG: View 2 : 0.439790575916
+2016-08-30 23:09:14,705 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:09:17,248 DEBUG: Best view : View0
+2016-08-30 23:09:37,020 DEBUG: Start: Iteration 285
+2016-08-30 23:09:37,042 DEBUG: View 0 : 0.69109947644
+2016-08-30 23:09:37,061 DEBUG: View 1 : 0.460732984293
+2016-08-30 23:09:37,081 DEBUG: View 2 : 0.429319371728
+2016-08-30 23:09:37,104 DEBUG: View 3 : 0.408376963351
+2016-08-30 23:09:39,638 DEBUG: Best view : View0
+2016-08-30 23:09:59,500 DEBUG: Start: Iteration 286
+2016-08-30 23:09:59,521 DEBUG: View 0 : 0.649214659686
+2016-08-30 23:09:59,541 DEBUG: View 1 : 0.502617801047
+2016-08-30 23:09:59,561 DEBUG: View 2 : 0.424083769634
+2016-08-30 23:09:59,585 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:10:02,136 DEBUG: Best view : View0
+2016-08-30 23:10:22,002 DEBUG: Start: Iteration 287
+2016-08-30 23:10:22,023 DEBUG: View 0 : 0.664921465969
+2016-08-30 23:10:22,043 DEBUG: View 1 : 0.48167539267
+2016-08-30 23:10:22,063 DEBUG: View 2 : 0.44502617801
+2016-08-30 23:10:22,086 DEBUG: View 3 : 0.48167539267
+2016-08-30 23:10:24,638 DEBUG: Best view : View0
+2016-08-30 23:10:44,606 DEBUG: Start: Iteration 288
+2016-08-30 23:10:44,627 DEBUG: View 0 : 0.712041884817
+2016-08-30 23:10:44,647 DEBUG: View 1 : 0.476439790576
+2016-08-30 23:10:44,667 DEBUG: View 2 : 0.424083769634
+2016-08-30 23:10:44,690 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:10:47,277 DEBUG: Best view : View0
+2016-08-30 23:11:07,320 DEBUG: Start: Iteration 289
+2016-08-30 23:11:07,342 DEBUG: View 0 : 0.685863874346
+2016-08-30 23:11:07,362 DEBUG: View 1 : 0.356020942408
+2016-08-30 23:11:07,383 DEBUG: View 2 : 0.586387434555
+2016-08-30 23:11:07,406 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:11:09,984 DEBUG: Best view : View0
+2016-08-30 23:11:30,125 DEBUG: Start: Iteration 290
+2016-08-30 23:11:30,147 DEBUG: View 0 : 0.670157068063
+2016-08-30 23:11:30,167 DEBUG: View 1 : 0.649214659686
+2016-08-30 23:11:30,187 DEBUG: View 2 : 0.659685863874
+2016-08-30 23:11:30,210 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:11:32,795 DEBUG: Best view : View2
+2016-08-30 23:11:52,944 DEBUG: Start: Iteration 291
+2016-08-30 23:11:52,965 DEBUG: View 0 : 0.659685863874
+2016-08-30 23:11:52,985 DEBUG: View 1 : 0.539267015707
+2016-08-30 23:11:53,006 DEBUG: View 2 : 0.523560209424
+2016-08-30 23:11:53,029 DEBUG: View 3 : 0.492146596859
+2016-08-30 23:11:55,626 DEBUG: Best view : View0
+2016-08-30 23:12:15,846 DEBUG: Start: Iteration 292
+2016-08-30 23:12:15,867 DEBUG: View 0 : 0.539267015707
+2016-08-30 23:12:15,887 DEBUG: View 1 : 0.471204188482
+2016-08-30 23:12:15,906 DEBUG: View 2 : 0.486910994764
+2016-08-30 23:12:15,929 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:12:18,551 DEBUG: Best view : View0
+2016-08-30 23:12:38,892 DEBUG: Start: Iteration 293
+2016-08-30 23:12:38,913 DEBUG: View 0 : 0.696335078534
+2016-08-30 23:12:38,934 DEBUG: View 1 : 0.497382198953
+2016-08-30 23:12:38,954 DEBUG: View 2 : 0.513089005236
+2016-08-30 23:12:38,977 DEBUG: View 3 : 0.371727748691
+2016-08-30 23:12:41,585 DEBUG: Best view : View0
+2016-08-30 23:13:01,978 DEBUG: Start: Iteration 294
+2016-08-30 23:13:02,000 DEBUG: View 0 : 0.680628272251
+2016-08-30 23:13:02,020 DEBUG: View 1 : 0.507853403141
+2016-08-30 23:13:02,040 DEBUG: View 2 : 0.366492146597
+2016-08-30 23:13:02,064 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:13:04,695 DEBUG: Best view : View0
+2016-08-30 23:13:25,096 DEBUG: Start: Iteration 295
+2016-08-30 23:13:25,117 DEBUG: View 0 : 0.712041884817
+2016-08-30 23:13:25,137 DEBUG: View 1 : 0.486910994764
+2016-08-30 23:13:25,157 DEBUG: View 2 : 0.371727748691
+2016-08-30 23:13:25,180 DEBUG: View 3 : 0.497382198953
+2016-08-30 23:13:27,806 DEBUG: Best view : View0
+2016-08-30 23:13:48,287 DEBUG: Start: Iteration 296
+2016-08-30 23:13:48,308 DEBUG: View 0 : 0.722513089005
+2016-08-30 23:13:48,328 DEBUG: View 1 : 0.439790575916
+2016-08-30 23:13:48,348 DEBUG: View 2 : 0.376963350785
+2016-08-30 23:13:48,371 DEBUG: View 3 : 0.413612565445
+2016-08-30 23:13:51,011 DEBUG: Best view : View0
+2016-08-30 23:14:11,646 DEBUG: Start: Iteration 297
+2016-08-30 23:14:11,668 DEBUG: View 0 : 0.591623036649
+2016-08-30 23:14:11,688 DEBUG: View 1 : 0.528795811518
+2016-08-30 23:14:11,708 DEBUG: View 2 : 0.581151832461
+2016-08-30 23:14:11,731 DEBUG: View 3 : 0.539267015707
+2016-08-30 23:14:14,368 DEBUG: Best view : View2
+2016-08-30 23:14:35,032 DEBUG: Start: Iteration 298
+2016-08-30 23:14:35,053 DEBUG: View 0 : 0.722513089005
+2016-08-30 23:14:35,073 DEBUG: View 1 : 0.476439790576
+2016-08-30 23:14:35,093 DEBUG: View 2 : 0.361256544503
+2016-08-30 23:14:35,116 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:14:37,760 DEBUG: Best view : View0
+2016-08-30 23:14:58,528 DEBUG: Start: Iteration 299
+2016-08-30 23:14:58,549 DEBUG: View 0 : 0.753926701571
+2016-08-30 23:14:58,569 DEBUG: View 1 : 0.455497382199
+2016-08-30 23:14:58,589 DEBUG: View 2 : 0.507853403141
+2016-08-30 23:14:58,612 DEBUG: View 3 : 0.429319371728
+2016-08-30 23:15:01,266 DEBUG: Best view : View0
+2016-08-30 23:15:22,061 DEBUG: Start: Iteration 300
+2016-08-30 23:15:22,082 DEBUG: View 0 : 0.65445026178
+2016-08-30 23:15:22,102 DEBUG: View 1 : 0.387434554974
+2016-08-30 23:15:22,122 DEBUG: View 2 : 0.418848167539
+2016-08-30 23:15:22,144 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:15:24,806 DEBUG: Best view : View0
+2016-08-30 23:15:45,644 DEBUG: Start: Iteration 301
+2016-08-30 23:15:45,666 DEBUG: View 0 : 0.712041884817
+2016-08-30 23:15:45,686 DEBUG: View 1 : 0.471204188482
+2016-08-30 23:15:45,706 DEBUG: View 2 : 0.434554973822
+2016-08-30 23:15:45,729 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:15:48,400 DEBUG: Best view : View0
+2016-08-30 23:16:09,389 DEBUG: Start: Iteration 302
+2016-08-30 23:16:09,413 DEBUG: View 0 : 0.717277486911
+2016-08-30 23:16:09,435 DEBUG: View 1 : 0.497382198953
+2016-08-30 23:16:09,458 DEBUG: View 2 : 0.434554973822
+2016-08-30 23:16:09,485 DEBUG: View 3 : 0.486910994764
+2016-08-30 23:16:12,193 DEBUG: Best view : View0
+2016-08-30 23:16:33,210 INFO: Start: Classification
+2016-08-30 23:17:06,678 INFO: Done: Fold number 5
+2016-08-30 23:17:06,679 INFO: Done: Classification
+2016-08-30 23:17:06,679 INFO: Info: Time for Classification: 19419[s]
+2016-08-30 23:17:06,679 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-100254-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-100254-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..ea58b6eb
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-100254-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1 @@
+2016-09-01 10:02:54,870 INFO: Start: Finding all available mono- & multiview algorithms
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-100314-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-100314-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..87c25ba5
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-100314-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1 @@
+2016-09-01 10:03:14,462 INFO: Start: Finding all available mono- & multiview algorithms
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-100551-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-100551-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..513c0c54
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-100551-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1 @@
+2016-09-01 10:05:51,159 INFO: Start: Finding all available mono- & multiview algorithms
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-101022-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-101022-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..865892e7
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-101022-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,17 @@
+2016-09-01 10:10:22,792 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:10:22,793 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:10:22,793 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:10:22,794 INFO: Info: Shape of View0 :(300, 7)
+2016-09-01 10:10:22,794 INFO: Info: Shape of View1 :(300, 10)
+2016-09-01 10:10:22,794 INFO: Info: Shape of View2 :(300, 14)
+2016-09-01 10:10:22,795 INFO: Info: Shape of View3 :(300, 14)
+2016-09-01 10:10:22,795 INFO: Done: Read Database Files
+2016-09-01 10:10:22,795 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:10:22,805 INFO: Done: Determine validation split
+2016-09-01 10:10:22,806 INFO: Start: Determine 5 folds
+2016-09-01 10:10:22,818 INFO: Info: Length of Learning Sets: 178
+2016-09-01 10:10:22,819 INFO: Info: Length of Testing Sets: 39
+2016-09-01 10:10:22,819 INFO: Info: Length of Validation Set: 83
+2016-09-01 10:10:22,819 INFO: Done: Determine folds
+2016-09-01 10:10:22,819 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:10:22,819 INFO: Start: Gridsearching best settings for monoview classifiers
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-101125-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-101125-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..3a55061b
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-101125-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,17 @@
+2016-09-01 10:11:25,022 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:11:25,023 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:11:25,023 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:11:25,024 INFO: Info: Shape of View0 :(300, 16)
+2016-09-01 10:11:25,024 INFO: Info: Shape of View1 :(300, 20)
+2016-09-01 10:11:25,025 INFO: Info: Shape of View2 :(300, 20)
+2016-09-01 10:11:25,025 INFO: Info: Shape of View3 :(300, 9)
+2016-09-01 10:11:25,025 INFO: Done: Read Database Files
+2016-09-01 10:11:25,025 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:11:25,036 INFO: Done: Determine validation split
+2016-09-01 10:11:25,036 INFO: Start: Determine 5 folds
+2016-09-01 10:11:25,050 INFO: Info: Length of Learning Sets: 177
+2016-09-01 10:11:25,050 INFO: Info: Length of Testing Sets: 39
+2016-09-01 10:11:25,050 INFO: Info: Length of Validation Set: 84
+2016-09-01 10:11:25,050 INFO: Done: Determine folds
+2016-09-01 10:11:25,050 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:11:25,051 INFO: Start: Gridsearching best settings for monoview classifiers
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-101143-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-101143-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..fad75db9
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-101143-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,21 @@
+2016-09-01 10:11:43,153 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:11:43,155 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:11:43,155 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:11:43,155 INFO: Info: Shape of View0 :(300, 20)
+2016-09-01 10:11:43,156 INFO: Info: Shape of View1 :(300, 17)
+2016-09-01 10:11:43,156 INFO: Info: Shape of View2 :(300, 18)
+2016-09-01 10:11:43,157 INFO: Info: Shape of View3 :(300, 6)
+2016-09-01 10:11:43,157 INFO: Done: Read Database Files
+2016-09-01 10:11:43,157 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:11:43,167 INFO: Done: Determine validation split
+2016-09-01 10:11:43,167 INFO: Start: Determine 5 folds
+2016-09-01 10:11:43,181 INFO: Info: Length of Learning Sets: 177
+2016-09-01 10:11:43,181 INFO: Info: Length of Testing Sets: 37
+2016-09-01 10:11:43,181 INFO: Info: Length of Validation Set: 86
+2016-09-01 10:11:43,181 INFO: Done: Determine folds
+2016-09-01 10:11:43,181 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:11:43,181 INFO: Start: Gridsearching best settings for monoview classifiers
+2016-09-01 10:11:43,182 DEBUG: Start: Gridsearch for DecisionTree on View0
+2016-09-01 10:15:45,055 DEBUG: Info: Best Reslut : 0.571869158879
+2016-09-01 10:15:45,055 DEBUG: Done: Gridsearch for DecisionTree
+2016-09-01 10:15:45,055 DEBUG: Start: Gridsearch for DecisionTree on View1
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-101818-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-101818-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..ac8b67da
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-101818-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,18 @@
+2016-09-01 10:18:18,982 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:18:18,984 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:18:18,984 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:18:18,984 INFO: Info: Shape of View0 :(300, 18)
+2016-09-01 10:18:18,985 INFO: Info: Shape of View1 :(300, 17)
+2016-09-01 10:18:18,985 INFO: Info: Shape of View2 :(300, 15)
+2016-09-01 10:18:18,985 INFO: Info: Shape of View3 :(300, 7)
+2016-09-01 10:18:18,986 INFO: Done: Read Database Files
+2016-09-01 10:18:18,986 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:18:18,999 INFO: Done: Determine validation split
+2016-09-01 10:18:18,999 INFO: Start: Determine 5 folds
+2016-09-01 10:18:19,011 INFO: Info: Length of Learning Sets: 180
+2016-09-01 10:18:19,011 INFO: Info: Length of Testing Sets: 36
+2016-09-01 10:18:19,011 INFO: Info: Length of Validation Set: 84
+2016-09-01 10:18:19,011 INFO: Done: Determine folds
+2016-09-01 10:18:19,012 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:18:19,012 INFO: Start: Gridsearching best settings for monoview classifiers
+2016-09-01 10:18:19,012 DEBUG: Start: Gridsearch for DecisionTree on View0
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-101842-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-101842-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..8398b884
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-101842-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,18 @@
+2016-09-01 10:18:42,365 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:18:42,367 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:18:42,367 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:18:42,367 INFO: Info: Shape of View0 :(300, 19)
+2016-09-01 10:18:42,368 INFO: Info: Shape of View1 :(300, 7)
+2016-09-01 10:18:42,368 INFO: Info: Shape of View2 :(300, 18)
+2016-09-01 10:18:42,369 INFO: Info: Shape of View3 :(300, 18)
+2016-09-01 10:18:42,369 INFO: Done: Read Database Files
+2016-09-01 10:18:42,369 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:18:42,380 INFO: Done: Determine validation split
+2016-09-01 10:18:42,380 INFO: Start: Determine 5 folds
+2016-09-01 10:18:42,391 INFO: Info: Length of Learning Sets: 178
+2016-09-01 10:18:42,391 INFO: Info: Length of Testing Sets: 38
+2016-09-01 10:18:42,391 INFO: Info: Length of Validation Set: 84
+2016-09-01 10:18:42,391 INFO: Done: Determine folds
+2016-09-01 10:18:42,391 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:18:42,391 INFO: Start: Gridsearching best settings for monoview classifiers
+2016-09-01 10:18:42,392 DEBUG: Start: Gridsearch for DecisionTree on View0
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-102009-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-102009-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..26f0d2ab
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-102009-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,18 @@
+2016-09-01 10:20:09,439 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:20:09,440 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:20:09,441 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:20:09,441 INFO: Info: Shape of View0 :(300, 9)
+2016-09-01 10:20:09,441 INFO: Info: Shape of View1 :(300, 6)
+2016-09-01 10:20:09,442 INFO: Info: Shape of View2 :(300, 10)
+2016-09-01 10:20:09,442 INFO: Info: Shape of View3 :(300, 8)
+2016-09-01 10:20:09,442 INFO: Done: Read Database Files
+2016-09-01 10:20:09,443 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:20:09,454 INFO: Done: Determine validation split
+2016-09-01 10:20:09,454 INFO: Start: Determine 5 folds
+2016-09-01 10:20:09,467 INFO: Info: Length of Learning Sets: 178
+2016-09-01 10:20:09,467 INFO: Info: Length of Testing Sets: 38
+2016-09-01 10:20:09,467 INFO: Info: Length of Validation Set: 84
+2016-09-01 10:20:09,468 INFO: Done: Determine folds
+2016-09-01 10:20:09,468 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:20:09,468 INFO: Start: Gridsearching best settings for monoview classifiers
+2016-09-01 10:20:09,468 DEBUG: Start: Gridsearch for DecisionTree on View0
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-102048-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-102048-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..a2ffad63
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-102048-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,18 @@
+2016-09-01 10:20:48,195 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:20:48,196 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:20:48,196 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:20:48,197 INFO: Info: Shape of View0 :(300, 10)
+2016-09-01 10:20:48,197 INFO: Info: Shape of View1 :(300, 14)
+2016-09-01 10:20:48,197 INFO: Info: Shape of View2 :(300, 13)
+2016-09-01 10:20:48,198 INFO: Info: Shape of View3 :(300, 19)
+2016-09-01 10:20:48,198 INFO: Done: Read Database Files
+2016-09-01 10:20:48,198 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:20:48,208 INFO: Done: Determine validation split
+2016-09-01 10:20:48,208 INFO: Start: Determine 5 folds
+2016-09-01 10:20:48,220 INFO: Info: Length of Learning Sets: 178
+2016-09-01 10:20:48,220 INFO: Info: Length of Testing Sets: 37
+2016-09-01 10:20:48,220 INFO: Info: Length of Validation Set: 85
+2016-09-01 10:20:48,220 INFO: Done: Determine folds
+2016-09-01 10:20:48,220 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:20:48,220 INFO: Start: Gridsearching best settings for monoview classifiers
+2016-09-01 10:20:48,220 DEBUG: Start: Gridsearch for DecisionTree on View0
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-102116-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-102116-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..2c1477b0
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-102116-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,18 @@
+2016-09-01 10:21:16,434 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:21:16,435 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:21:16,436 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:21:16,436 INFO: Info: Shape of View0 :(300, 17)
+2016-09-01 10:21:16,436 INFO: Info: Shape of View1 :(300, 12)
+2016-09-01 10:21:16,437 INFO: Info: Shape of View2 :(300, 14)
+2016-09-01 10:21:16,437 INFO: Info: Shape of View3 :(300, 11)
+2016-09-01 10:21:16,437 INFO: Done: Read Database Files
+2016-09-01 10:21:16,437 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:21:16,448 INFO: Done: Determine validation split
+2016-09-01 10:21:16,448 INFO: Start: Determine 5 folds
+2016-09-01 10:21:16,462 INFO: Info: Length of Learning Sets: 177
+2016-09-01 10:21:16,462 INFO: Info: Length of Testing Sets: 38
+2016-09-01 10:21:16,462 INFO: Info: Length of Validation Set: 85
+2016-09-01 10:21:16,462 INFO: Done: Determine folds
+2016-09-01 10:21:16,462 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:21:16,463 INFO: Start: Gridsearching best settings for monoview classifiers
+2016-09-01 10:21:16,463 DEBUG: Start: Gridsearch for DecisionTree on View0
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-102208-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-102208-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..a05f6688
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-102208-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,18 @@
+2016-09-01 10:22:08,676 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:22:08,677 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:22:08,677 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:22:08,677 INFO: Info: Shape of View0 :(300, 5)
+2016-09-01 10:22:08,678 INFO: Info: Shape of View1 :(300, 10)
+2016-09-01 10:22:08,678 INFO: Info: Shape of View2 :(300, 18)
+2016-09-01 10:22:08,679 INFO: Info: Shape of View3 :(300, 15)
+2016-09-01 10:22:08,679 INFO: Done: Read Database Files
+2016-09-01 10:22:08,679 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:22:08,689 INFO: Done: Determine validation split
+2016-09-01 10:22:08,690 INFO: Start: Determine 5 folds
+2016-09-01 10:22:08,704 INFO: Info: Length of Learning Sets: 179
+2016-09-01 10:22:08,704 INFO: Info: Length of Testing Sets: 38
+2016-09-01 10:22:08,704 INFO: Info: Length of Validation Set: 83
+2016-09-01 10:22:08,704 INFO: Done: Determine folds
+2016-09-01 10:22:08,704 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:22:08,704 INFO: Start: Gridsearching best settings for monoview classifiers
+2016-09-01 10:22:08,705 DEBUG: Start: Gridsearch for DecisionTree on View0
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-102311-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-102311-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..23c3860e
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-102311-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,18 @@
+2016-09-01 10:23:11,614 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:23:11,616 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:23:11,616 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:23:11,616 INFO: Info: Shape of View0 :(300, 16)
+2016-09-01 10:23:11,617 INFO: Info: Shape of View1 :(300, 15)
+2016-09-01 10:23:11,617 INFO: Info: Shape of View2 :(300, 13)
+2016-09-01 10:23:11,618 INFO: Info: Shape of View3 :(300, 11)
+2016-09-01 10:23:11,618 INFO: Done: Read Database Files
+2016-09-01 10:23:11,618 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:23:11,628 INFO: Done: Determine validation split
+2016-09-01 10:23:11,628 INFO: Start: Determine 5 folds
+2016-09-01 10:23:11,640 INFO: Info: Length of Learning Sets: 179
+2016-09-01 10:23:11,640 INFO: Info: Length of Testing Sets: 37
+2016-09-01 10:23:11,640 INFO: Info: Length of Validation Set: 84
+2016-09-01 10:23:11,640 INFO: Done: Determine folds
+2016-09-01 10:23:11,640 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:23:11,641 INFO: Start: Gridsearching best settings for monoview classifiers
+2016-09-01 10:23:11,641 DEBUG: Start: Gridsearch for DecisionTree on View0
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-102334-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-102334-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..b7408db4
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-102334-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,17 @@
+2016-09-01 10:23:34,132 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:23:34,134 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:23:34,134 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:23:34,134 INFO: Info: Shape of View0 :(300, 6)
+2016-09-01 10:23:34,135 INFO: Info: Shape of View1 :(300, 16)
+2016-09-01 10:23:34,135 INFO: Info: Shape of View2 :(300, 11)
+2016-09-01 10:23:34,136 INFO: Info: Shape of View3 :(300, 18)
+2016-09-01 10:23:34,136 INFO: Done: Read Database Files
+2016-09-01 10:23:34,136 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:23:34,146 INFO: Done: Determine validation split
+2016-09-01 10:23:34,146 INFO: Start: Determine 5 folds
+2016-09-01 10:23:34,160 INFO: Info: Length of Learning Sets: 176
+2016-09-01 10:23:34,160 INFO: Info: Length of Testing Sets: 39
+2016-09-01 10:23:34,160 INFO: Info: Length of Validation Set: 85
+2016-09-01 10:23:34,160 INFO: Done: Determine folds
+2016-09-01 10:23:34,160 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:23:34,160 INFO: Start: Fold number 1
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-102528-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-102528-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..03d96574
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-102528-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,17 @@
+2016-09-01 10:25:28,073 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:25:28,074 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:25:28,074 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:25:28,074 INFO: Info: Shape of View0 :(300, 5)
+2016-09-01 10:25:28,075 INFO: Info: Shape of View1 :(300, 10)
+2016-09-01 10:25:28,075 INFO: Info: Shape of View2 :(300, 20)
+2016-09-01 10:25:28,076 INFO: Info: Shape of View3 :(300, 7)
+2016-09-01 10:25:28,076 INFO: Done: Read Database Files
+2016-09-01 10:25:28,076 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:25:28,088 INFO: Done: Determine validation split
+2016-09-01 10:25:28,088 INFO: Start: Determine 5 folds
+2016-09-01 10:25:28,100 INFO: Info: Length of Learning Sets: 179
+2016-09-01 10:25:28,100 INFO: Info: Length of Testing Sets: 37
+2016-09-01 10:25:28,100 INFO: Info: Length of Validation Set: 84
+2016-09-01 10:25:28,100 INFO: Done: Determine folds
+2016-09-01 10:25:28,100 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:25:28,100 INFO: Start: Fold number 1
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-102547-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-102547-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..d87f036e
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-102547-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,268 @@
+2016-09-01 10:25:47,429 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:25:47,431 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:25:47,431 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:25:47,431 INFO: Info: Shape of View0 :(300, 18)
+2016-09-01 10:25:47,432 INFO: Info: Shape of View1 :(300, 14)
+2016-09-01 10:25:47,432 INFO: Info: Shape of View2 :(300, 19)
+2016-09-01 10:25:47,433 INFO: Info: Shape of View3 :(300, 10)
+2016-09-01 10:25:47,433 INFO: Done: Read Database Files
+2016-09-01 10:25:47,433 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:25:47,443 INFO: Done: Determine validation split
+2016-09-01 10:25:47,443 INFO: Start: Determine 5 folds
+2016-09-01 10:25:47,464 INFO: Info: Length of Learning Sets: 175
+2016-09-01 10:25:47,464 INFO: Info: Length of Testing Sets: 38
+2016-09-01 10:25:47,464 INFO: Info: Length of Validation Set: 87
+2016-09-01 10:25:47,464 INFO: Done: Determine folds
+2016-09-01 10:25:47,464 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:25:47,464 INFO: Start: Fold number 1
+2016-09-01 10:25:55,460 DEBUG: Start: Iteration 1
+2016-09-01 10:25:55,468 DEBUG: View 0 : 0.11170212766
+2016-09-01 10:25:55,477 DEBUG: View 1 : 0.106382978723
+2016-09-01 10:25:55,485 DEBUG: View 2 : 0.122340425532
+2016-09-01 10:25:55,493 DEBUG: View 3 : 0.106382978723
+2016-09-01 10:25:55,493 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:25:55,742 DEBUG: Best view : View3
+2016-09-01 10:25:55,864 DEBUG: Start: Iteration 2
+2016-09-01 10:25:55,872 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:25:55,880 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:25:55,889 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:25:55,898 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:25:55,898 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:25:56,146 DEBUG: Best view : View0
+2016-09-01 10:25:56,339 DEBUG: Start: Iteration 3
+2016-09-01 10:25:56,347 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:25:56,356 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:25:56,364 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:25:56,372 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:25:56,372 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:25:56,635 DEBUG: Best view : View0
+2016-09-01 10:25:56,896 DEBUG: Start: Iteration 4
+2016-09-01 10:25:56,904 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:25:56,913 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:25:56,921 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:25:56,929 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:25:56,929 WARNING: WARNING: All bad for iteration 3
+2016-09-01 10:25:57,196 DEBUG: Best view : View0
+2016-09-01 10:25:57,529 DEBUG: Start: Iteration 5
+2016-09-01 10:25:57,537 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:25:57,545 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:25:57,554 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:25:57,562 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:25:57,562 WARNING: WARNING: All bad for iteration 4
+2016-09-01 10:25:57,837 DEBUG: Best view : View0
+2016-09-01 10:25:58,236 DEBUG: Start: Iteration 6
+2016-09-01 10:25:58,244 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:25:58,252 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:25:58,261 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:25:58,269 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:25:58,269 WARNING: WARNING: All bad for iteration 5
+2016-09-01 10:25:58,554 DEBUG: Best view : View0
+2016-09-01 10:25:59,024 DEBUG: Start: Iteration 7
+2016-09-01 10:25:59,033 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:25:59,041 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:25:59,049 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:25:59,058 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:25:59,058 WARNING: WARNING: All bad for iteration 6
+2016-09-01 10:25:59,350 DEBUG: Best view : View0
+2016-09-01 10:25:59,895 DEBUG: Start: Iteration 8
+2016-09-01 10:25:59,903 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:25:59,911 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:25:59,920 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:25:59,928 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:25:59,928 WARNING: WARNING: All bad for iteration 7
+2016-09-01 10:26:00,239 DEBUG: Best view : View0
+2016-09-01 10:26:00,854 DEBUG: Start: Iteration 9
+2016-09-01 10:26:00,862 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:00,871 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:00,879 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:00,887 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:00,888 WARNING: WARNING: All bad for iteration 8
+2016-09-01 10:26:01,198 DEBUG: Best view : View0
+2016-09-01 10:26:01,876 DEBUG: Start: Iteration 10
+2016-09-01 10:26:01,884 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:01,892 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:01,901 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:01,909 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:01,909 WARNING: WARNING: All bad for iteration 9
+2016-09-01 10:26:02,227 DEBUG: Best view : View0
+2016-09-01 10:26:02,972 DEBUG: Start: Iteration 11
+2016-09-01 10:26:02,980 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:02,988 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:02,997 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:03,005 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:03,005 WARNING: WARNING: All bad for iteration 10
+2016-09-01 10:26:03,334 DEBUG: Best view : View0
+2016-09-01 10:26:04,151 DEBUG: Start: Iteration 12
+2016-09-01 10:26:04,159 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:04,167 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:04,176 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:04,184 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:04,184 WARNING: WARNING: All bad for iteration 11
+2016-09-01 10:26:04,535 DEBUG: Best view : View0
+2016-09-01 10:26:05,493 DEBUG: Start: Iteration 13
+2016-09-01 10:26:05,501 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:05,509 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:05,518 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:05,526 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:05,527 WARNING: WARNING: All bad for iteration 12
+2016-09-01 10:26:05,878 DEBUG: Best view : View0
+2016-09-01 10:26:06,849 DEBUG: Start: Iteration 14
+2016-09-01 10:26:06,859 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:06,868 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:06,876 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:06,884 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:06,885 WARNING: WARNING: All bad for iteration 13
+2016-09-01 10:26:07,265 DEBUG: Best view : View0
+2016-09-01 10:26:08,412 DEBUG: Start: Iteration 15
+2016-09-01 10:26:08,421 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:08,430 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:08,439 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:08,449 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:08,449 WARNING: WARNING: All bad for iteration 14
+2016-09-01 10:26:08,827 DEBUG: Best view : View0
+2016-09-01 10:26:09,937 DEBUG: Start: Iteration 16
+2016-09-01 10:26:09,945 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:09,954 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:09,962 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:09,971 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:09,971 WARNING: WARNING: All bad for iteration 15
+2016-09-01 10:26:10,350 DEBUG: Best view : View0
+2016-09-01 10:26:11,540 DEBUG: Start: Iteration 17
+2016-09-01 10:26:11,548 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:11,557 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:11,565 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:11,574 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:11,574 WARNING: WARNING: All bad for iteration 16
+2016-09-01 10:26:11,962 DEBUG: Best view : View0
+2016-09-01 10:26:13,204 DEBUG: Start: Iteration 18
+2016-09-01 10:26:13,212 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:13,220 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:13,229 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:13,237 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:13,237 WARNING: WARNING: All bad for iteration 17
+2016-09-01 10:26:13,634 DEBUG: Best view : View0
+2016-09-01 10:26:14,957 DEBUG: Start: Iteration 19
+2016-09-01 10:26:14,965 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:14,973 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:14,982 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:14,990 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:14,990 WARNING: WARNING: All bad for iteration 18
+2016-09-01 10:26:15,392 DEBUG: Best view : View0
+2016-09-01 10:26:16,765 DEBUG: Start: Iteration 20
+2016-09-01 10:26:16,774 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:16,782 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:16,791 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:16,799 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:16,799 WARNING: WARNING: All bad for iteration 19
+2016-09-01 10:26:17,202 DEBUG: Best view : View0
+2016-09-01 10:26:18,654 DEBUG: Start: Iteration 21
+2016-09-01 10:26:18,663 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:18,671 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:18,680 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:18,688 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:18,688 WARNING: WARNING: All bad for iteration 20
+2016-09-01 10:26:19,102 DEBUG: Best view : View0
+2016-09-01 10:26:20,638 DEBUG: Start: Iteration 22
+2016-09-01 10:26:20,647 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:20,656 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:20,664 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:20,672 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:20,673 WARNING: WARNING: All bad for iteration 21
+2016-09-01 10:26:21,104 DEBUG: Best view : View0
+2016-09-01 10:26:22,680 DEBUG: Start: Iteration 23
+2016-09-01 10:26:22,688 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:22,696 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:22,705 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:22,713 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:22,713 WARNING: WARNING: All bad for iteration 22
+2016-09-01 10:26:23,143 DEBUG: Best view : View0
+2016-09-01 10:26:24,781 DEBUG: Start: Iteration 24
+2016-09-01 10:26:24,789 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:24,798 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:24,806 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:24,815 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:24,815 WARNING: WARNING: All bad for iteration 23
+2016-09-01 10:26:25,248 DEBUG: Best view : View0
+2016-09-01 10:26:26,957 DEBUG: Start: Iteration 25
+2016-09-01 10:26:26,965 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:26,974 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:26,982 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:26,990 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:26,990 WARNING: WARNING: All bad for iteration 24
+2016-09-01 10:26:27,448 DEBUG: Best view : View0
+2016-09-01 10:26:29,393 DEBUG: Start: Iteration 26
+2016-09-01 10:26:29,401 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:29,410 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:29,418 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:29,426 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:29,426 WARNING: WARNING: All bad for iteration 25
+2016-09-01 10:26:29,880 DEBUG: Best view : View0
+2016-09-01 10:26:31,785 DEBUG: Start: Iteration 27
+2016-09-01 10:26:31,794 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:31,802 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:31,811 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:31,819 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:31,819 WARNING: WARNING: All bad for iteration 26
+2016-09-01 10:26:32,301 DEBUG: Best view : View0
+2016-09-01 10:26:34,366 DEBUG: Start: Iteration 28
+2016-09-01 10:26:34,374 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:34,383 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:34,391 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:34,400 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:34,400 WARNING: WARNING: All bad for iteration 27
+2016-09-01 10:26:34,878 DEBUG: Best view : View0
+2016-09-01 10:26:36,879 DEBUG: Start: Iteration 29
+2016-09-01 10:26:36,888 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:36,896 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:36,904 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:36,913 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:36,913 WARNING: WARNING: All bad for iteration 28
+2016-09-01 10:26:37,406 DEBUG: Best view : View0
+2016-09-01 10:26:39,642 DEBUG: Start: Iteration 30
+2016-09-01 10:26:39,651 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:39,659 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:39,667 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:39,675 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:39,675 WARNING: WARNING: All bad for iteration 29
+2016-09-01 10:26:40,170 DEBUG: Best view : View0
+2016-09-01 10:26:42,318 DEBUG: Start: Iteration 31
+2016-09-01 10:26:42,327 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:42,335 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:42,344 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:42,352 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:42,352 WARNING: WARNING: All bad for iteration 30
+2016-09-01 10:26:42,858 DEBUG: Best view : View0
+2016-09-01 10:26:45,076 DEBUG: Start: Iteration 32
+2016-09-01 10:26:45,084 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:45,093 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:45,101 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:45,109 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:45,109 WARNING: WARNING: All bad for iteration 31
+2016-09-01 10:26:45,616 DEBUG: Best view : View0
+2016-09-01 10:26:47,911 DEBUG: Start: Iteration 33
+2016-09-01 10:26:47,919 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:47,928 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:47,936 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:47,944 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:47,945 WARNING: WARNING: All bad for iteration 32
+2016-09-01 10:26:48,466 DEBUG: Best view : View0
+2016-09-01 10:26:50,828 DEBUG: Start: Iteration 34
+2016-09-01 10:26:50,836 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:50,844 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:50,853 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:50,861 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:50,861 WARNING: WARNING: All bad for iteration 33
+2016-09-01 10:26:51,380 DEBUG: Best view : View0
+2016-09-01 10:26:53,792 DEBUG: Start: Iteration 35
+2016-09-01 10:26:53,800 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:53,809 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:53,817 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:53,825 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:53,825 WARNING: WARNING: All bad for iteration 34
+2016-09-01 10:26:54,348 DEBUG: Best view : View0
+2016-09-01 10:26:56,890 DEBUG: Start: Iteration 36
+2016-09-01 10:26:56,898 DEBUG: View 0 : 0.276595744681
+2016-09-01 10:26:56,906 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:26:56,915 DEBUG: View 2 : 0.244680851064
+2016-09-01 10:26:56,923 DEBUG: View 3 : 0.265957446809
+2016-09-01 10:26:56,923 WARNING: WARNING: All bad for iteration 35
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-102712-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-102712-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..8a08e51d
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-102712-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,209 @@
+2016-09-01 10:27:12,561 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:27:12,562 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:27:12,562 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:27:12,563 INFO: Info: Shape of View0 :(300, 12)
+2016-09-01 10:27:12,563 INFO: Info: Shape of View1 :(300, 19)
+2016-09-01 10:27:12,564 INFO: Info: Shape of View2 :(300, 14)
+2016-09-01 10:27:12,564 INFO: Info: Shape of View3 :(300, 19)
+2016-09-01 10:27:12,564 INFO: Done: Read Database Files
+2016-09-01 10:27:12,564 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:27:12,575 INFO: Done: Determine validation split
+2016-09-01 10:27:12,575 INFO: Start: Determine 5 folds
+2016-09-01 10:27:12,587 INFO: Info: Length of Learning Sets: 175
+2016-09-01 10:27:12,588 INFO: Info: Length of Testing Sets: 37
+2016-09-01 10:27:12,588 INFO: Info: Length of Validation Set: 88
+2016-09-01 10:27:12,588 INFO: Done: Determine folds
+2016-09-01 10:27:12,588 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:27:12,588 INFO: Start: Fold number 1
+2016-09-01 10:27:12,701 DEBUG: Start: Iteration 1
+2016-09-01 10:27:12,709 DEBUG: View 0 : 0.102702702703
+2016-09-01 10:27:12,717 DEBUG: View 1 : 0.0864864864865
+2016-09-01 10:27:12,725 DEBUG: View 2 : 0.118918918919
+2016-09-01 10:27:12,733 DEBUG: View 3 : 0.0810810810811
+2016-09-01 10:27:12,734 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:27:12,900 DEBUG: Best view : View0
+2016-09-01 10:27:13,013 DEBUG: Start: Iteration 2
+2016-09-01 10:27:13,021 DEBUG: View 0 : 0.216216216216
+2016-09-01 10:27:13,030 DEBUG: View 1 : 0.183783783784
+2016-09-01 10:27:13,038 DEBUG: View 2 : 0.232432432432
+2016-09-01 10:27:13,046 DEBUG: View 3 : 0.210810810811
+2016-09-01 10:27:13,046 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:27:13,238 DEBUG: Best view : View2
+2016-09-01 10:27:13,422 DEBUG: Start: Iteration 3
+2016-09-01 10:27:13,429 DEBUG: View 0 : 0.216216216216
+2016-09-01 10:27:13,438 DEBUG: View 1 : 0.183783783784
+2016-09-01 10:27:13,446 DEBUG: View 2 : 0.232432432432
+2016-09-01 10:27:13,454 DEBUG: View 3 : 0.210810810811
+2016-09-01 10:27:13,455 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:27:13,656 DEBUG: Best view : View2
+2016-09-01 10:27:13,906 DEBUG: Start: Iteration 4
+2016-09-01 10:27:13,914 DEBUG: View 0 : 0.216216216216
+2016-09-01 10:27:13,922 DEBUG: View 1 : 0.183783783784
+2016-09-01 10:27:13,931 DEBUG: View 2 : 0.232432432432
+2016-09-01 10:27:13,939 DEBUG: View 3 : 0.210810810811
+2016-09-01 10:27:13,939 WARNING: WARNING: All bad for iteration 3
+2016-09-01 10:27:14,149 DEBUG: Best view : View2
+2016-09-01 10:27:14,844 DEBUG: Start: Iteration 5
+2016-09-01 10:27:14,859 DEBUG: View 0 : 0.216216216216
+2016-09-01 10:27:14,867 DEBUG: View 1 : 0.183783783784
+2016-09-01 10:27:14,875 DEBUG: View 2 : 0.232432432432
+2016-09-01 10:27:14,884 DEBUG: View 3 : 0.210810810811
+2016-09-01 10:27:14,884 WARNING: WARNING: All bad for iteration 4
+2016-09-01 10:27:15,099 DEBUG: Best view : View2
+2016-09-01 10:27:15,484 INFO: Start: Classification
+2016-09-01 10:27:16,043 INFO: Done: Fold number 1
+2016-09-01 10:27:16,044 INFO: Start: Fold number 2
+2016-09-01 10:27:16,158 DEBUG: Start: Iteration 1
+2016-09-01 10:27:16,166 DEBUG: View 0 : 0.0967741935484
+2016-09-01 10:27:16,174 DEBUG: View 1 : 0.102150537634
+2016-09-01 10:27:16,182 DEBUG: View 2 : 0.0967741935484
+2016-09-01 10:27:16,191 DEBUG: View 3 : 0.102150537634
+2016-09-01 10:27:16,191 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:27:16,355 DEBUG: Best view : View3
+2016-09-01 10:27:16,467 DEBUG: Start: Iteration 2
+2016-09-01 10:27:16,475 DEBUG: View 0 : 0.241935483871
+2016-09-01 10:27:16,484 DEBUG: View 1 : 0.215053763441
+2016-09-01 10:27:16,492 DEBUG: View 2 : 0.241935483871
+2016-09-01 10:27:16,500 DEBUG: View 3 : 0.193548387097
+2016-09-01 10:27:16,501 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:27:16,692 DEBUG: Best view : View0
+2016-09-01 10:27:16,876 DEBUG: Start: Iteration 3
+2016-09-01 10:27:16,884 DEBUG: View 0 : 0.241935483871
+2016-09-01 10:27:16,892 DEBUG: View 1 : 0.215053763441
+2016-09-01 10:27:16,900 DEBUG: View 2 : 0.241935483871
+2016-09-01 10:27:16,909 DEBUG: View 3 : 0.193548387097
+2016-09-01 10:27:16,909 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:27:17,110 DEBUG: Best view : View0
+2016-09-01 10:27:17,363 DEBUG: Start: Iteration 4
+2016-09-01 10:27:17,371 DEBUG: View 0 : 0.241935483871
+2016-09-01 10:27:17,379 DEBUG: View 1 : 0.215053763441
+2016-09-01 10:27:17,387 DEBUG: View 2 : 0.241935483871
+2016-09-01 10:27:17,395 DEBUG: View 3 : 0.193548387097
+2016-09-01 10:27:17,396 WARNING: WARNING: All bad for iteration 3
+2016-09-01 10:27:17,608 DEBUG: Best view : View0
+2016-09-01 10:27:17,929 DEBUG: Start: Iteration 5
+2016-09-01 10:27:17,937 DEBUG: View 0 : 0.241935483871
+2016-09-01 10:27:17,945 DEBUG: View 1 : 0.215053763441
+2016-09-01 10:27:17,953 DEBUG: View 2 : 0.241935483871
+2016-09-01 10:27:17,962 DEBUG: View 3 : 0.193548387097
+2016-09-01 10:27:17,962 WARNING: WARNING: All bad for iteration 4
+2016-09-01 10:27:18,179 DEBUG: Best view : View0
+2016-09-01 10:27:18,565 INFO: Start: Classification
+2016-09-01 10:27:19,126 INFO: Done: Fold number 2
+2016-09-01 10:27:19,127 INFO: Start: Fold number 3
+2016-09-01 10:27:19,240 DEBUG: Start: Iteration 1
+2016-09-01 10:27:19,248 DEBUG: View 0 : 0.118918918919
+2016-09-01 10:27:19,256 DEBUG: View 1 : 0.102702702703
+2016-09-01 10:27:19,264 DEBUG: View 2 : 0.0918918918919
+2016-09-01 10:27:19,272 DEBUG: View 3 : 0.102702702703
+2016-09-01 10:27:19,273 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:27:19,435 DEBUG: Best view : View0
+2016-09-01 10:27:19,545 DEBUG: Start: Iteration 2
+2016-09-01 10:27:19,553 DEBUG: View 0 : 0.194594594595
+2016-09-01 10:27:19,561 DEBUG: View 1 : 0.243243243243
+2016-09-01 10:27:19,569 DEBUG: View 2 : 0.210810810811
+2016-09-01 10:27:19,578 DEBUG: View 3 : 0.167567567568
+2016-09-01 10:27:19,578 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:27:19,768 DEBUG: Best view : View1
+2016-09-01 10:27:19,952 DEBUG: Start: Iteration 3
+2016-09-01 10:27:19,959 DEBUG: View 0 : 0.194594594595
+2016-09-01 10:27:19,968 DEBUG: View 1 : 0.243243243243
+2016-09-01 10:27:19,976 DEBUG: View 2 : 0.210810810811
+2016-09-01 10:27:19,984 DEBUG: View 3 : 0.167567567568
+2016-09-01 10:27:19,985 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:27:20,184 DEBUG: Best view : View1
+2016-09-01 10:27:20,435 DEBUG: Start: Iteration 4
+2016-09-01 10:27:20,442 DEBUG: View 0 : 0.194594594595
+2016-09-01 10:27:20,451 DEBUG: View 1 : 0.243243243243
+2016-09-01 10:27:20,459 DEBUG: View 2 : 0.210810810811
+2016-09-01 10:27:20,468 DEBUG: View 3 : 0.167567567568
+2016-09-01 10:27:20,468 WARNING: WARNING: All bad for iteration 3
+2016-09-01 10:27:20,677 DEBUG: Best view : View1
+2016-09-01 10:27:20,997 DEBUG: Start: Iteration 5
+2016-09-01 10:27:21,004 DEBUG: View 0 : 0.194594594595
+2016-09-01 10:27:21,013 DEBUG: View 1 : 0.243243243243
+2016-09-01 10:27:21,021 DEBUG: View 2 : 0.210810810811
+2016-09-01 10:27:21,029 DEBUG: View 3 : 0.167567567568
+2016-09-01 10:27:21,030 WARNING: WARNING: All bad for iteration 4
+2016-09-01 10:27:21,244 DEBUG: Best view : View1
+2016-09-01 10:27:21,630 INFO: Start: Classification
+2016-09-01 10:27:22,188 INFO: Done: Fold number 3
+2016-09-01 10:27:22,189 INFO: Start: Fold number 4
+2016-09-01 10:27:22,305 DEBUG: Start: Iteration 1
+2016-09-01 10:27:22,312 DEBUG: View 0 : 0.0634920634921
+2016-09-01 10:27:22,320 DEBUG: View 1 : 0.0634920634921
+2016-09-01 10:27:22,327 DEBUG: View 2 : 0.0634920634921
+2016-09-01 10:27:22,334 DEBUG: View 3 : 0.0634920634921
+2016-09-01 10:27:22,335 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:27:22,501 DEBUG: Best view : View0
+2016-09-01 10:27:22,614 DEBUG: Start: Iteration 2
+2016-09-01 10:27:22,622 DEBUG: View 0 : 0.26455026455
+2016-09-01 10:27:22,631 DEBUG: View 1 : 0.179894179894
+2016-09-01 10:27:22,639 DEBUG: View 2 : 0.222222222222
+2016-09-01 10:27:22,648 DEBUG: View 3 : 0.174603174603
+2016-09-01 10:27:22,648 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:27:22,843 DEBUG: Best view : View0
+2016-09-01 10:27:23,029 DEBUG: Start: Iteration 3
+2016-09-01 10:27:23,037 DEBUG: View 0 : 0.26455026455
+2016-09-01 10:27:23,046 DEBUG: View 1 : 0.179894179894
+2016-09-01 10:27:23,054 DEBUG: View 2 : 0.222222222222
+2016-09-01 10:27:23,062 DEBUG: View 3 : 0.174603174603
+2016-09-01 10:27:23,063 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:27:23,269 DEBUG: Best view : View0
+2016-09-01 10:27:23,525 DEBUG: Start: Iteration 4
+2016-09-01 10:27:23,534 DEBUG: View 0 : 0.26455026455
+2016-09-01 10:27:23,542 DEBUG: View 1 : 0.179894179894
+2016-09-01 10:27:23,550 DEBUG: View 2 : 0.222222222222
+2016-09-01 10:27:23,559 DEBUG: View 3 : 0.174603174603
+2016-09-01 10:27:23,559 WARNING: WARNING: All bad for iteration 3
+2016-09-01 10:27:23,772 DEBUG: Best view : View0
+2016-09-01 10:27:24,097 DEBUG: Start: Iteration 5
+2016-09-01 10:27:24,105 DEBUG: View 0 : 0.26455026455
+2016-09-01 10:27:24,114 DEBUG: View 1 : 0.179894179894
+2016-09-01 10:27:24,122 DEBUG: View 2 : 0.222222222222
+2016-09-01 10:27:24,131 DEBUG: View 3 : 0.174603174603
+2016-09-01 10:27:24,131 WARNING: WARNING: All bad for iteration 4
+2016-09-01 10:27:24,353 DEBUG: Best view : View0
+2016-09-01 10:27:24,745 INFO: Start: Classification
+2016-09-01 10:27:25,311 INFO: Done: Fold number 4
+2016-09-01 10:27:25,312 INFO: Start: Fold number 5
+2016-09-01 10:27:25,428 DEBUG: Start: Iteration 1
+2016-09-01 10:27:25,435 DEBUG: View 0 : 0.0957446808511
+2016-09-01 10:27:25,443 DEBUG: View 1 : 0.0957446808511
+2016-09-01 10:27:25,450 DEBUG: View 2 : 0.0957446808511
+2016-09-01 10:27:25,457 DEBUG: View 3 : 0.0957446808511
+2016-09-01 10:27:25,457 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:27:25,624 DEBUG: Best view : View0
+2016-09-01 10:27:25,737 DEBUG: Start: Iteration 2
+2016-09-01 10:27:25,745 DEBUG: View 0 : 0.223404255319
+2016-09-01 10:27:25,754 DEBUG: View 1 : 0.25
+2016-09-01 10:27:25,762 DEBUG: View 2 : 0.207446808511
+2016-09-01 10:27:25,770 DEBUG: View 3 : 0.244680851064
+2016-09-01 10:27:25,771 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:27:25,962 DEBUG: Best view : View1
+2016-09-01 10:27:26,149 DEBUG: Start: Iteration 3
+2016-09-01 10:27:26,157 DEBUG: View 0 : 0.223404255319
+2016-09-01 10:27:26,166 DEBUG: View 1 : 0.25
+2016-09-01 10:27:26,174 DEBUG: View 2 : 0.207446808511
+2016-09-01 10:27:26,182 DEBUG: View 3 : 0.244680851064
+2016-09-01 10:27:26,182 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:27:26,384 DEBUG: Best view : View1
+2016-09-01 10:27:26,641 DEBUG: Start: Iteration 4
+2016-09-01 10:27:26,649 DEBUG: View 0 : 0.223404255319
+2016-09-01 10:27:26,658 DEBUG: View 1 : 0.25
+2016-09-01 10:27:26,666 DEBUG: View 2 : 0.207446808511
+2016-09-01 10:27:26,674 DEBUG: View 3 : 0.244680851064
+2016-09-01 10:27:26,675 WARNING: WARNING: All bad for iteration 3
+2016-09-01 10:27:26,886 DEBUG: Best view : View1
+2016-09-01 10:27:27,210 DEBUG: Start: Iteration 5
+2016-09-01 10:27:27,218 DEBUG: View 0 : 0.223404255319
+2016-09-01 10:27:27,226 DEBUG: View 1 : 0.25
+2016-09-01 10:27:27,235 DEBUG: View 2 : 0.207446808511
+2016-09-01 10:27:27,243 DEBUG: View 3 : 0.244680851064
+2016-09-01 10:27:27,243 WARNING: WARNING: All bad for iteration 4
+2016-09-01 10:27:27,461 DEBUG: Best view : View1
+2016-09-01 10:27:27,854 INFO: Start: Classification
+2016-09-01 10:27:28,420 INFO: Done: Fold number 5
+2016-09-01 10:27:28,420 INFO: Done: Classification
+2016-09-01 10:27:28,420 INFO: Info: Time for Classification: 15[s]
+2016-09-01 10:27:28,420 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-102810-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-102810-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..63721298
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-102810-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,139 @@
+2016-09-01 10:28:10,583 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:28:10,584 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:28:10,584 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:28:10,584 INFO: Info: Shape of View0 :(300, 15)
+2016-09-01 10:28:10,585 INFO: Info: Shape of View1 :(300, 9)
+2016-09-01 10:28:10,585 INFO: Info: Shape of View2 :(300, 10)
+2016-09-01 10:28:10,585 INFO: Info: Shape of View3 :(300, 11)
+2016-09-01 10:28:10,586 INFO: Done: Read Database Files
+2016-09-01 10:28:10,586 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:28:10,596 INFO: Done: Determine validation split
+2016-09-01 10:28:10,596 INFO: Start: Determine 5 folds
+2016-09-01 10:28:10,610 INFO: Info: Length of Learning Sets: 177
+2016-09-01 10:28:10,610 INFO: Info: Length of Testing Sets: 37
+2016-09-01 10:28:10,610 INFO: Info: Length of Validation Set: 86
+2016-09-01 10:28:10,610 INFO: Done: Determine folds
+2016-09-01 10:28:10,610 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:28:10,611 INFO: Start: Fold number 1
+2016-09-01 10:28:10,728 DEBUG: Start: Iteration 1
+2016-09-01 10:28:10,736 DEBUG: View 0 : 0.0942408376963
+2016-09-01 10:28:10,744 DEBUG: View 1 : 0.0942408376963
+2016-09-01 10:28:10,751 DEBUG: View 2 : 0.0942408376963
+2016-09-01 10:28:10,758 DEBUG: View 3 : 0.0942408376963
+2016-09-01 10:28:10,759 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:28:10,929 DEBUG: Best view : View0
+2016-09-01 10:28:11,044 DEBUG: Start: Iteration 2
+2016-09-01 10:28:11,052 DEBUG: View 0 : 0.235602094241
+2016-09-01 10:28:11,060 DEBUG: View 1 : 0.246073298429
+2016-09-01 10:28:11,068 DEBUG: View 2 : 0.240837696335
+2016-09-01 10:28:11,076 DEBUG: View 3 : 0.272251308901
+2016-09-01 10:28:11,077 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:28:11,275 DEBUG: Best view : View3
+2016-09-01 10:28:11,467 DEBUG: Start: Iteration 3
+2016-09-01 10:28:11,478 DEBUG: View 0 : 0.235602094241
+2016-09-01 10:28:11,487 DEBUG: View 1 : 0.246073298429
+2016-09-01 10:28:11,495 DEBUG: View 2 : 0.240837696335
+2016-09-01 10:28:11,503 DEBUG: View 3 : 0.272251308901
+2016-09-01 10:28:11,503 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:28:11,711 DEBUG: Best view : View3
+2016-09-01 10:28:11,970 INFO: Start: Classification
+2016-09-01 10:28:12,310 INFO: Done: Fold number 1
+2016-09-01 10:28:12,311 INFO: Start: Fold number 2
+2016-09-01 10:28:12,425 DEBUG: Start: Iteration 1
+2016-09-01 10:28:12,432 DEBUG: View 0 : 0.10752688172
+2016-09-01 10:28:12,440 DEBUG: View 1 : 0.10752688172
+2016-09-01 10:28:12,447 DEBUG: View 2 : 0.10752688172
+2016-09-01 10:28:12,455 DEBUG: View 3 : 0.10752688172
+2016-09-01 10:28:12,455 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:28:12,621 DEBUG: Best view : View0
+2016-09-01 10:28:12,733 DEBUG: Start: Iteration 2
+2016-09-01 10:28:12,741 DEBUG: View 0 : 0.225806451613
+2016-09-01 10:28:12,749 DEBUG: View 1 : 0.215053763441
+2016-09-01 10:28:12,757 DEBUG: View 2 : 0.295698924731
+2016-09-01 10:28:12,765 DEBUG: View 3 : 0.263440860215
+2016-09-01 10:28:12,765 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:28:12,958 DEBUG: Best view : View2
+2016-09-01 10:28:13,142 DEBUG: Start: Iteration 3
+2016-09-01 10:28:13,150 DEBUG: View 0 : 0.225806451613
+2016-09-01 10:28:13,158 DEBUG: View 1 : 0.215053763441
+2016-09-01 10:28:13,166 DEBUG: View 2 : 0.295698924731
+2016-09-01 10:28:13,174 DEBUG: View 3 : 0.263440860215
+2016-09-01 10:28:13,174 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:28:13,378 DEBUG: Best view : View2
+2016-09-01 10:28:13,630 INFO: Start: Classification
+2016-09-01 10:28:13,963 INFO: Done: Fold number 2
+2016-09-01 10:28:13,963 INFO: Start: Fold number 3
+2016-09-01 10:28:14,078 DEBUG: Start: Iteration 1
+2016-09-01 10:28:14,085 DEBUG: View 0 : 0.096256684492
+2016-09-01 10:28:14,093 DEBUG: View 1 : 0.096256684492
+2016-09-01 10:28:14,100 DEBUG: View 2 : 0.096256684492
+2016-09-01 10:28:14,108 DEBUG: View 3 : 0.096256684492
+2016-09-01 10:28:14,108 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:28:14,274 DEBUG: Best view : View0
+2016-09-01 10:28:14,385 DEBUG: Start: Iteration 2
+2016-09-01 10:28:14,393 DEBUG: View 0 : 0.213903743316
+2016-09-01 10:28:14,401 DEBUG: View 1 : 0.235294117647
+2016-09-01 10:28:14,409 DEBUG: View 2 : 0.24064171123
+2016-09-01 10:28:14,418 DEBUG: View 3 : 0.176470588235
+2016-09-01 10:28:14,418 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:28:14,613 DEBUG: Best view : View2
+2016-09-01 10:28:14,797 DEBUG: Start: Iteration 3
+2016-09-01 10:28:14,805 DEBUG: View 0 : 0.213903743316
+2016-09-01 10:28:14,814 DEBUG: View 1 : 0.235294117647
+2016-09-01 10:28:14,821 DEBUG: View 2 : 0.24064171123
+2016-09-01 10:28:14,830 DEBUG: View 3 : 0.176470588235
+2016-09-01 10:28:14,830 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:28:15,032 DEBUG: Best view : View2
+2016-09-01 10:28:15,288 INFO: Start: Classification
+2016-09-01 10:28:15,622 INFO: Done: Fold number 3
+2016-09-01 10:28:15,622 INFO: Start: Fold number 4
+2016-09-01 10:28:15,739 DEBUG: Start: Iteration 1
+2016-09-01 10:28:15,747 DEBUG: View 0 : 0.0967741935484
+2016-09-01 10:28:15,755 DEBUG: View 1 : 0.118279569892
+2016-09-01 10:28:15,762 DEBUG: View 2 : 0.0913978494624
+2016-09-01 10:28:15,770 DEBUG: View 3 : 0.102150537634
+2016-09-01 10:28:15,770 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:28:15,934 DEBUG: Best view : View0
+2016-09-01 10:28:16,044 DEBUG: Start: Iteration 2
+2016-09-01 10:28:16,052 DEBUG: View 0 : 0.198924731183
+2016-09-01 10:28:16,060 DEBUG: View 1 : 0.204301075269
+2016-09-01 10:28:16,068 DEBUG: View 2 : 0.209677419355
+2016-09-01 10:28:16,076 DEBUG: View 3 : 0.241935483871
+2016-09-01 10:28:16,077 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:28:16,268 DEBUG: Best view : View3
+2016-09-01 10:28:16,452 DEBUG: Start: Iteration 3
+2016-09-01 10:28:16,460 DEBUG: View 0 : 0.198924731183
+2016-09-01 10:28:16,468 DEBUG: View 1 : 0.204301075269
+2016-09-01 10:28:16,476 DEBUG: View 2 : 0.209677419355
+2016-09-01 10:28:16,484 DEBUG: View 3 : 0.241935483871
+2016-09-01 10:28:16,484 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:28:16,687 DEBUG: Best view : View3
+2016-09-01 10:28:16,940 INFO: Start: Classification
+2016-09-01 10:28:17,273 INFO: Done: Fold number 4
+2016-09-01 10:28:17,273 INFO: Start: Fold number 5
+2016-09-01 10:28:17,389 DEBUG: Start: Iteration 1
+2016-09-01 10:28:17,397 DEBUG: View 0 : 0.0846560846561
+2016-09-01 10:28:17,405 DEBUG: View 1 : 0.0952380952381
+2016-09-01 10:28:17,412 DEBUG: View 2 : 0.0846560846561
+2016-09-01 10:28:17,420 DEBUG: View 3 : 0.0793650793651
+2016-09-01 10:28:17,420 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:28:17,586 DEBUG: Best view : View0
+2016-09-01 10:28:17,698 DEBUG: Start: Iteration 2
+2016-09-01 10:28:17,706 DEBUG: View 0 : 0.227513227513
+2016-09-01 10:28:17,714 DEBUG: View 1 : 0.280423280423
+2016-09-01 10:28:17,722 DEBUG: View 2 : 0.232804232804
+2016-09-01 10:28:17,730 DEBUG: View 3 : 0.232804232804
+2016-09-01 10:28:17,730 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:28:17,926 DEBUG: Best view : View1
+2016-09-01 10:28:18,113 DEBUG: Start: Iteration 3
+2016-09-01 10:28:18,121 DEBUG: View 0 : 0.227513227513
+2016-09-01 10:28:18,129 DEBUG: View 1 : 0.280423280423
+2016-09-01 10:28:18,137 DEBUG: View 2 : 0.232804232804
+2016-09-01 10:28:18,145 DEBUG: View 3 : 0.232804232804
+2016-09-01 10:28:18,146 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:28:18,352 DEBUG: Best view : View1
+2016-09-01 10:28:18,607 INFO: Start: Classification
+2016-09-01 10:28:18,942 INFO: Done: Fold number 5
+2016-09-01 10:28:18,942 INFO: Done: Classification
+2016-09-01 10:28:18,943 INFO: Info: Time for Classification: 8[s]
+2016-09-01 10:28:18,943 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-102852-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-102852-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..feb5c129
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-102852-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,139 @@
+2016-09-01 10:28:52,682 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:28:52,683 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:28:52,683 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:28:52,684 INFO: Info: Shape of View0 :(300, 20)
+2016-09-01 10:28:52,684 INFO: Info: Shape of View1 :(300, 14)
+2016-09-01 10:28:52,684 INFO: Info: Shape of View2 :(300, 17)
+2016-09-01 10:28:52,685 INFO: Info: Shape of View3 :(300, 6)
+2016-09-01 10:28:52,685 INFO: Done: Read Database Files
+2016-09-01 10:28:52,685 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:28:52,696 INFO: Done: Determine validation split
+2016-09-01 10:28:52,696 INFO: Start: Determine 5 folds
+2016-09-01 10:28:52,708 INFO: Info: Length of Learning Sets: 178
+2016-09-01 10:28:52,708 INFO: Info: Length of Testing Sets: 37
+2016-09-01 10:28:52,708 INFO: Info: Length of Validation Set: 85
+2016-09-01 10:28:52,708 INFO: Done: Determine folds
+2016-09-01 10:28:52,708 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:28:52,708 INFO: Start: Fold number 1
+2016-09-01 10:28:52,824 DEBUG: Start: Iteration 1
+2016-09-01 10:28:52,831 DEBUG: View 0 : 0.101063829787
+2016-09-01 10:28:52,839 DEBUG: View 1 : 0.101063829787
+2016-09-01 10:28:52,846 DEBUG: View 2 : 0.101063829787
+2016-09-01 10:28:52,854 DEBUG: View 3 : 0.101063829787
+2016-09-01 10:28:52,854 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:28:53,024 DEBUG: Best view : View0
+2016-09-01 10:28:53,139 DEBUG: Start: Iteration 2
+2016-09-01 10:28:53,148 DEBUG: View 0 : 0.244680851064
+2016-09-01 10:28:53,156 DEBUG: View 1 : 0.25
+2016-09-01 10:28:53,165 DEBUG: View 2 : 0.212765957447
+2016-09-01 10:28:53,172 DEBUG: View 3 : 0.234042553191
+2016-09-01 10:28:53,173 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:28:53,367 DEBUG: Best view : View1
+2016-09-01 10:28:53,558 DEBUG: Start: Iteration 3
+2016-09-01 10:28:53,575 DEBUG: View 0 : 0.244680851064
+2016-09-01 10:28:53,583 DEBUG: View 1 : 0.25
+2016-09-01 10:28:53,591 DEBUG: View 2 : 0.212765957447
+2016-09-01 10:28:53,599 DEBUG: View 3 : 0.234042553191
+2016-09-01 10:28:53,599 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:28:53,803 DEBUG: Best view : View1
+2016-09-01 10:28:54,058 INFO: Start: Classification
+2016-09-01 10:28:54,402 INFO: Done: Fold number 1
+2016-09-01 10:28:54,402 INFO: Start: Fold number 2
+2016-09-01 10:28:54,518 DEBUG: Start: Iteration 1
+2016-09-01 10:28:54,526 DEBUG: View 0 : 0.0957446808511
+2016-09-01 10:28:54,533 DEBUG: View 1 : 0.101063829787
+2016-09-01 10:28:54,541 DEBUG: View 2 : 0.0851063829787
+2016-09-01 10:28:54,549 DEBUG: View 3 : 0.127659574468
+2016-09-01 10:28:54,549 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:28:54,729 DEBUG: Best view : View0
+2016-09-01 10:28:54,842 DEBUG: Start: Iteration 2
+2016-09-01 10:28:54,850 DEBUG: View 0 : 0.265957446809
+2016-09-01 10:28:54,859 DEBUG: View 1 : 0.212765957447
+2016-09-01 10:28:54,867 DEBUG: View 2 : 0.228723404255
+2016-09-01 10:28:54,875 DEBUG: View 3 : 0.212765957447
+2016-09-01 10:28:54,875 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:28:55,069 DEBUG: Best view : View0
+2016-09-01 10:28:55,255 DEBUG: Start: Iteration 3
+2016-09-01 10:28:55,264 DEBUG: View 0 : 0.265957446809
+2016-09-01 10:28:55,272 DEBUG: View 1 : 0.212765957447
+2016-09-01 10:28:55,281 DEBUG: View 2 : 0.228723404255
+2016-09-01 10:28:55,288 DEBUG: View 3 : 0.212765957447
+2016-09-01 10:28:55,289 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:28:55,493 DEBUG: Best view : View0
+2016-09-01 10:28:55,749 INFO: Start: Classification
+2016-09-01 10:28:56,086 INFO: Done: Fold number 2
+2016-09-01 10:28:56,086 INFO: Start: Fold number 3
+2016-09-01 10:28:56,217 DEBUG: Start: Iteration 1
+2016-09-01 10:28:56,225 DEBUG: View 0 : 0.120418848168
+2016-09-01 10:28:56,234 DEBUG: View 1 : 0.125654450262
+2016-09-01 10:28:56,242 DEBUG: View 2 : 0.13612565445
+2016-09-01 10:28:56,249 DEBUG: View 3 : 0.162303664921
+2016-09-01 10:28:56,250 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:28:56,417 DEBUG: Best view : View3
+2016-09-01 10:28:56,531 DEBUG: Start: Iteration 2
+2016-09-01 10:28:56,539 DEBUG: View 0 : 0.256544502618
+2016-09-01 10:28:56,547 DEBUG: View 1 : 0.214659685864
+2016-09-01 10:28:56,556 DEBUG: View 2 : 0.240837696335
+2016-09-01 10:28:56,563 DEBUG: View 3 : 0.230366492147
+2016-09-01 10:28:56,564 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:28:56,762 DEBUG: Best view : View0
+2016-09-01 10:28:56,951 DEBUG: Start: Iteration 3
+2016-09-01 10:28:56,959 DEBUG: View 0 : 0.256544502618
+2016-09-01 10:28:56,968 DEBUG: View 1 : 0.214659685864
+2016-09-01 10:28:56,976 DEBUG: View 2 : 0.240837696335
+2016-09-01 10:28:56,984 DEBUG: View 3 : 0.230366492147
+2016-09-01 10:28:56,984 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:28:57,193 DEBUG: Best view : View0
+2016-09-01 10:28:57,451 INFO: Start: Classification
+2016-09-01 10:28:57,797 INFO: Done: Fold number 3
+2016-09-01 10:28:57,798 INFO: Start: Fold number 4
+2016-09-01 10:28:57,915 DEBUG: Start: Iteration 1
+2016-09-01 10:28:57,924 DEBUG: View 0 : 0.0942408376963
+2016-09-01 10:28:57,932 DEBUG: View 1 : 0.0942408376963
+2016-09-01 10:28:57,940 DEBUG: View 2 : 0.0994764397906
+2016-09-01 10:28:57,948 DEBUG: View 3 : 0.0942408376963
+2016-09-01 10:28:57,948 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:28:58,115 DEBUG: Best view : View2
+2016-09-01 10:28:58,228 DEBUG: Start: Iteration 2
+2016-09-01 10:28:58,237 DEBUG: View 0 : 0.198952879581
+2016-09-01 10:28:58,245 DEBUG: View 1 : 0.219895287958
+2016-09-01 10:28:58,254 DEBUG: View 2 : 0.272251308901
+2016-09-01 10:28:58,262 DEBUG: View 3 : 0.204188481675
+2016-09-01 10:28:58,262 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:28:58,459 DEBUG: Best view : View2
+2016-09-01 10:28:58,648 DEBUG: Start: Iteration 3
+2016-09-01 10:28:58,657 DEBUG: View 0 : 0.198952879581
+2016-09-01 10:28:58,665 DEBUG: View 1 : 0.219895287958
+2016-09-01 10:28:58,673 DEBUG: View 2 : 0.272251308901
+2016-09-01 10:28:58,681 DEBUG: View 3 : 0.204188481675
+2016-09-01 10:28:58,681 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:28:58,890 DEBUG: Best view : View2
+2016-09-01 10:28:59,156 INFO: Start: Classification
+2016-09-01 10:28:59,494 INFO: Done: Fold number 4
+2016-09-01 10:28:59,494 INFO: Start: Fold number 5
+2016-09-01 10:28:59,607 DEBUG: Start: Iteration 1
+2016-09-01 10:28:59,615 DEBUG: View 0 : 0.102702702703
+2016-09-01 10:28:59,623 DEBUG: View 1 : 0.113513513514
+2016-09-01 10:28:59,631 DEBUG: View 2 : 0.108108108108
+2016-09-01 10:28:59,638 DEBUG: View 3 : 0.0972972972973
+2016-09-01 10:28:59,638 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:28:59,800 DEBUG: Best view : View0
+2016-09-01 10:28:59,911 DEBUG: Start: Iteration 2
+2016-09-01 10:28:59,919 DEBUG: View 0 : 0.205405405405
+2016-09-01 10:28:59,928 DEBUG: View 1 : 0.254054054054
+2016-09-01 10:28:59,936 DEBUG: View 2 : 0.248648648649
+2016-09-01 10:28:59,943 DEBUG: View 3 : 0.194594594595
+2016-09-01 10:28:59,944 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:29:00,137 DEBUG: Best view : View1
+2016-09-01 10:29:00,320 DEBUG: Start: Iteration 3
+2016-09-01 10:29:00,328 DEBUG: View 0 : 0.205405405405
+2016-09-01 10:29:00,337 DEBUG: View 1 : 0.254054054054
+2016-09-01 10:29:00,345 DEBUG: View 2 : 0.248648648649
+2016-09-01 10:29:00,353 DEBUG: View 3 : 0.194594594595
+2016-09-01 10:29:00,353 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:29:00,559 DEBUG: Best view : View1
+2016-09-01 10:29:00,820 INFO: Start: Classification
+2016-09-01 10:29:01,153 INFO: Done: Fold number 5
+2016-09-01 10:29:01,153 INFO: Done: Classification
+2016-09-01 10:29:01,153 INFO: Info: Time for Classification: 8[s]
+2016-09-01 10:29:01,153 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-103034-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-103034-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..ab7116cc
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-103034-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,139 @@
+2016-09-01 10:30:34,856 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:30:34,858 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:30:34,858 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:30:34,858 INFO: Info: Shape of View0 :(300, 16)
+2016-09-01 10:30:34,859 INFO: Info: Shape of View1 :(300, 20)
+2016-09-01 10:30:34,859 INFO: Info: Shape of View2 :(300, 5)
+2016-09-01 10:30:34,860 INFO: Info: Shape of View3 :(300, 11)
+2016-09-01 10:30:34,860 INFO: Done: Read Database Files
+2016-09-01 10:30:34,860 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:30:34,870 INFO: Done: Determine validation split
+2016-09-01 10:30:34,870 INFO: Start: Determine 5 folds
+2016-09-01 10:30:34,883 INFO: Info: Length of Learning Sets: 177
+2016-09-01 10:30:34,883 INFO: Info: Length of Testing Sets: 38
+2016-09-01 10:30:34,883 INFO: Info: Length of Validation Set: 85
+2016-09-01 10:30:34,883 INFO: Done: Determine folds
+2016-09-01 10:30:34,883 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:30:34,883 INFO: Start: Fold number 1
+2016-09-01 10:30:35,000 DEBUG: Start: Iteration 1
+2016-09-01 10:30:35,009 DEBUG: View 0 : 0.0785340314136
+2016-09-01 10:30:35,017 DEBUG: View 1 : 0.0890052356021
+2016-09-01 10:30:35,024 DEBUG: View 2 : 0.0890052356021
+2016-09-01 10:30:35,033 DEBUG: View 3 : 0.0890052356021
+2016-09-01 10:30:35,033 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:30:35,202 DEBUG: Best view : View3
+2016-09-01 10:30:35,316 DEBUG: Start: Iteration 2
+2016-09-01 10:30:35,324 DEBUG: View 0 : 0.230366492147
+2016-09-01 10:30:35,333 DEBUG: View 1 : 0.167539267016
+2016-09-01 10:30:35,341 DEBUG: View 2 : 0.214659685864
+2016-09-01 10:30:35,349 DEBUG: View 3 : 0.225130890052
+2016-09-01 10:30:35,349 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:30:35,543 DEBUG: Best view : View0
+2016-09-01 10:30:35,736 DEBUG: Start: Iteration 3
+2016-09-01 10:30:35,753 DEBUG: View 0 : 0.230366492147
+2016-09-01 10:30:35,762 DEBUG: View 1 : 0.167539267016
+2016-09-01 10:30:35,770 DEBUG: View 2 : 0.214659685864
+2016-09-01 10:30:35,778 DEBUG: View 3 : 0.225130890052
+2016-09-01 10:30:35,778 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:30:35,986 DEBUG: Best view : View0
+2016-09-01 10:30:36,243 INFO: Start: Classification
+2016-09-01 10:30:36,584 INFO: Done: Fold number 1
+2016-09-01 10:30:36,584 INFO: Start: Fold number 2
+2016-09-01 10:30:36,702 DEBUG: Start: Iteration 1
+2016-09-01 10:30:36,710 DEBUG: View 0 : 0.0942408376963
+2016-09-01 10:30:36,719 DEBUG: View 1 : 0.104712041885
+2016-09-01 10:30:36,726 DEBUG: View 2 : 0.115183246073
+2016-09-01 10:30:36,734 DEBUG: View 3 : 0.104712041885
+2016-09-01 10:30:36,735 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:30:36,901 DEBUG: Best view : View3
+2016-09-01 10:30:37,016 DEBUG: Start: Iteration 2
+2016-09-01 10:30:37,024 DEBUG: View 0 : 0.246073298429
+2016-09-01 10:30:37,033 DEBUG: View 1 : 0.193717277487
+2016-09-01 10:30:37,040 DEBUG: View 2 : 0.235602094241
+2016-09-01 10:30:37,048 DEBUG: View 3 : 0.256544502618
+2016-09-01 10:30:37,049 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:30:37,243 DEBUG: Best view : View3
+2016-09-01 10:30:37,431 DEBUG: Start: Iteration 3
+2016-09-01 10:30:37,439 DEBUG: View 0 : 0.246073298429
+2016-09-01 10:30:37,448 DEBUG: View 1 : 0.193717277487
+2016-09-01 10:30:37,456 DEBUG: View 2 : 0.235602094241
+2016-09-01 10:30:37,464 DEBUG: View 3 : 0.256544502618
+2016-09-01 10:30:37,464 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:30:37,668 DEBUG: Best view : View3
+2016-09-01 10:30:37,928 INFO: Start: Classification
+2016-09-01 10:30:38,272 INFO: Done: Fold number 2
+2016-09-01 10:30:38,273 INFO: Start: Fold number 3
+2016-09-01 10:30:38,392 DEBUG: Start: Iteration 1
+2016-09-01 10:30:38,400 DEBUG: View 0 : 0.102150537634
+2016-09-01 10:30:38,409 DEBUG: View 1 : 0.0860215053763
+2016-09-01 10:30:38,416 DEBUG: View 2 : 0.0806451612903
+2016-09-01 10:30:38,425 DEBUG: View 3 : 0.0591397849462
+2016-09-01 10:30:38,425 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:30:38,592 DEBUG: Best view : View1
+2016-09-01 10:30:38,706 DEBUG: Start: Iteration 2
+2016-09-01 10:30:38,715 DEBUG: View 0 : 0.225806451613
+2016-09-01 10:30:38,724 DEBUG: View 1 : 0.161290322581
+2016-09-01 10:30:38,732 DEBUG: View 2 : 0.215053763441
+2016-09-01 10:30:38,740 DEBUG: View 3 : 0.258064516129
+2016-09-01 10:30:38,740 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:30:38,935 DEBUG: Best view : View3
+2016-09-01 10:30:39,124 DEBUG: Start: Iteration 3
+2016-09-01 10:30:39,132 DEBUG: View 0 : 0.225806451613
+2016-09-01 10:30:39,141 DEBUG: View 1 : 0.161290322581
+2016-09-01 10:30:39,148 DEBUG: View 2 : 0.215053763441
+2016-09-01 10:30:39,156 DEBUG: View 3 : 0.258064516129
+2016-09-01 10:30:39,157 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:30:39,357 DEBUG: Best view : View3
+2016-09-01 10:30:39,607 INFO: Start: Classification
+2016-09-01 10:30:39,941 INFO: Done: Fold number 3
+2016-09-01 10:30:39,941 INFO: Start: Fold number 4
+2016-09-01 10:30:40,058 DEBUG: Start: Iteration 1
+2016-09-01 10:30:40,066 DEBUG: View 0 : 0.115789473684
+2016-09-01 10:30:40,074 DEBUG: View 1 : 0.110526315789
+2016-09-01 10:30:40,082 DEBUG: View 2 : 0.105263157895
+2016-09-01 10:30:40,090 DEBUG: View 3 : 0.1
+2016-09-01 10:30:40,090 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:30:40,255 DEBUG: Best view : View2
+2016-09-01 10:30:40,367 DEBUG: Start: Iteration 2
+2016-09-01 10:30:40,375 DEBUG: View 0 : 0.231578947368
+2016-09-01 10:30:40,384 DEBUG: View 1 : 0.178947368421
+2016-09-01 10:30:40,392 DEBUG: View 2 : 0.210526315789
+2016-09-01 10:30:40,400 DEBUG: View 3 : 0.215789473684
+2016-09-01 10:30:40,400 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:30:40,596 DEBUG: Best view : View0
+2016-09-01 10:30:40,783 DEBUG: Start: Iteration 3
+2016-09-01 10:30:40,792 DEBUG: View 0 : 0.231578947368
+2016-09-01 10:30:40,800 DEBUG: View 1 : 0.178947368421
+2016-09-01 10:30:40,808 DEBUG: View 2 : 0.210526315789
+2016-09-01 10:30:40,816 DEBUG: View 3 : 0.215789473684
+2016-09-01 10:30:40,816 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:30:41,024 DEBUG: Best view : View0
+2016-09-01 10:30:41,280 INFO: Start: Classification
+2016-09-01 10:30:41,617 INFO: Done: Fold number 4
+2016-09-01 10:30:41,617 INFO: Start: Fold number 5
+2016-09-01 10:30:41,732 DEBUG: Start: Iteration 1
+2016-09-01 10:30:41,740 DEBUG: View 0 : 0.11170212766
+2016-09-01 10:30:41,747 DEBUG: View 1 : 0.11170212766
+2016-09-01 10:30:41,754 DEBUG: View 2 : 0.11170212766
+2016-09-01 10:30:41,762 DEBUG: View 3 : 0.11170212766
+2016-09-01 10:30:41,762 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:30:41,924 DEBUG: Best view : View0
+2016-09-01 10:30:42,036 DEBUG: Start: Iteration 2
+2016-09-01 10:30:42,044 DEBUG: View 0 : 0.244680851064
+2016-09-01 10:30:42,053 DEBUG: View 1 : 0.18085106383
+2016-09-01 10:30:42,060 DEBUG: View 2 : 0.218085106383
+2016-09-01 10:30:42,068 DEBUG: View 3 : 0.281914893617
+2016-09-01 10:30:42,069 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:30:42,261 DEBUG: Best view : View3
+2016-09-01 10:30:42,449 DEBUG: Start: Iteration 3
+2016-09-01 10:30:42,457 DEBUG: View 0 : 0.244680851064
+2016-09-01 10:30:42,465 DEBUG: View 1 : 0.18085106383
+2016-09-01 10:30:42,473 DEBUG: View 2 : 0.218085106383
+2016-09-01 10:30:42,481 DEBUG: View 3 : 0.281914893617
+2016-09-01 10:30:42,481 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:30:42,684 DEBUG: Best view : View3
+2016-09-01 10:30:42,938 INFO: Start: Classification
+2016-09-01 10:30:43,273 INFO: Done: Fold number 5
+2016-09-01 10:30:43,273 INFO: Done: Classification
+2016-09-01 10:30:43,274 INFO: Info: Time for Classification: 8[s]
+2016-09-01 10:30:43,274 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-103208-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-103208-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..dc35e910
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-103208-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,139 @@
+2016-09-01 10:32:08,403 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:32:08,404 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:32:08,405 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:32:08,405 INFO: Info: Shape of View0 :(300, 16)
+2016-09-01 10:32:08,405 INFO: Info: Shape of View1 :(300, 14)
+2016-09-01 10:32:08,406 INFO: Info: Shape of View2 :(300, 17)
+2016-09-01 10:32:08,406 INFO: Info: Shape of View3 :(300, 16)
+2016-09-01 10:32:08,406 INFO: Done: Read Database Files
+2016-09-01 10:32:08,407 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:32:08,417 INFO: Done: Determine validation split
+2016-09-01 10:32:08,417 INFO: Start: Determine 5 folds
+2016-09-01 10:32:08,429 INFO: Info: Length of Learning Sets: 178
+2016-09-01 10:32:08,429 INFO: Info: Length of Testing Sets: 37
+2016-09-01 10:32:08,429 INFO: Info: Length of Validation Set: 85
+2016-09-01 10:32:08,430 INFO: Done: Determine folds
+2016-09-01 10:32:08,430 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:32:08,430 INFO: Start: Fold number 1
+2016-09-01 10:32:08,546 DEBUG: Start: Iteration 1
+2016-09-01 10:32:08,554 DEBUG: View 0 : 0.0736842105263
+2016-09-01 10:32:08,563 DEBUG: View 1 : 0.0947368421053
+2016-09-01 10:32:08,571 DEBUG: View 2 : 0.0789473684211
+2016-09-01 10:32:08,580 DEBUG: View 3 : 0.0736842105263
+2016-09-01 10:32:08,580 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:32:08,749 DEBUG: Best view : View0
+2016-09-01 10:32:08,863 DEBUG: Start: Iteration 2
+2016-09-01 10:32:08,871 DEBUG: View 0 : 0.210526315789
+2016-09-01 10:32:08,879 DEBUG: View 1 : 0.231578947368
+2016-09-01 10:32:08,888 DEBUG: View 2 : 0.226315789474
+2016-09-01 10:32:08,896 DEBUG: View 3 : 0.268421052632
+2016-09-01 10:32:08,896 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:32:09,101 DEBUG: Best view : View3
+2016-09-01 10:32:09,292 DEBUG: Start: Iteration 3
+2016-09-01 10:32:09,307 DEBUG: View 0 : 0.210526315789
+2016-09-01 10:32:09,315 DEBUG: View 1 : 0.231578947368
+2016-09-01 10:32:09,324 DEBUG: View 2 : 0.226315789474
+2016-09-01 10:32:09,332 DEBUG: View 3 : 0.268421052632
+2016-09-01 10:32:09,333 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:32:09,536 DEBUG: Best view : View3
+2016-09-01 10:32:09,793 INFO: Start: Classification
+2016-09-01 10:32:10,130 INFO: Done: Fold number 1
+2016-09-01 10:32:10,130 INFO: Start: Fold number 2
+2016-09-01 10:32:10,243 DEBUG: Start: Iteration 1
+2016-09-01 10:32:10,251 DEBUG: View 0 : 0.0913978494624
+2016-09-01 10:32:10,258 DEBUG: View 1 : 0.0913978494624
+2016-09-01 10:32:10,265 DEBUG: View 2 : 0.0913978494624
+2016-09-01 10:32:10,272 DEBUG: View 3 : 0.0913978494624
+2016-09-01 10:32:10,273 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:32:10,437 DEBUG: Best view : View0
+2016-09-01 10:32:10,549 DEBUG: Start: Iteration 2
+2016-09-01 10:32:10,557 DEBUG: View 0 : 0.204301075269
+2016-09-01 10:32:10,565 DEBUG: View 1 : 0.225806451613
+2016-09-01 10:32:10,573 DEBUG: View 2 : 0.198924731183
+2016-09-01 10:32:10,582 DEBUG: View 3 : 0.241935483871
+2016-09-01 10:32:10,582 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:32:10,772 DEBUG: Best view : View3
+2016-09-01 10:32:10,957 DEBUG: Start: Iteration 3
+2016-09-01 10:32:10,965 DEBUG: View 0 : 0.204301075269
+2016-09-01 10:32:10,973 DEBUG: View 1 : 0.225806451613
+2016-09-01 10:32:10,982 DEBUG: View 2 : 0.198924731183
+2016-09-01 10:32:10,990 DEBUG: View 3 : 0.241935483871
+2016-09-01 10:32:10,990 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:32:11,189 DEBUG: Best view : View3
+2016-09-01 10:32:11,440 INFO: Start: Classification
+2016-09-01 10:32:11,773 INFO: Done: Fold number 2
+2016-09-01 10:32:11,773 INFO: Start: Fold number 3
+2016-09-01 10:32:11,889 DEBUG: Start: Iteration 1
+2016-09-01 10:32:11,897 DEBUG: View 0 : 0.109947643979
+2016-09-01 10:32:11,905 DEBUG: View 1 : 0.0890052356021
+2016-09-01 10:32:11,913 DEBUG: View 2 : 0.115183246073
+2016-09-01 10:32:11,922 DEBUG: View 3 : 0.13612565445
+2016-09-01 10:32:11,922 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:32:12,090 DEBUG: Best view : View1
+2016-09-01 10:32:12,203 DEBUG: Start: Iteration 2
+2016-09-01 10:32:12,211 DEBUG: View 0 : 0.240837696335
+2016-09-01 10:32:12,220 DEBUG: View 1 : 0.214659685864
+2016-09-01 10:32:12,228 DEBUG: View 2 : 0.240837696335
+2016-09-01 10:32:12,237 DEBUG: View 3 : 0.188481675393
+2016-09-01 10:32:12,237 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:32:12,430 DEBUG: Best view : View2
+2016-09-01 10:32:12,618 DEBUG: Start: Iteration 3
+2016-09-01 10:32:12,626 DEBUG: View 0 : 0.240837696335
+2016-09-01 10:32:12,635 DEBUG: View 1 : 0.214659685864
+2016-09-01 10:32:12,643 DEBUG: View 2 : 0.240837696335
+2016-09-01 10:32:12,652 DEBUG: View 3 : 0.188481675393
+2016-09-01 10:32:12,652 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:32:12,856 DEBUG: Best view : View0
+2016-09-01 10:32:13,113 INFO: Start: Classification
+2016-09-01 10:32:13,451 INFO: Done: Fold number 3
+2016-09-01 10:32:13,452 INFO: Start: Fold number 4
+2016-09-01 10:32:13,564 DEBUG: Start: Iteration 1
+2016-09-01 10:32:13,572 DEBUG: View 0 : 0.0765027322404
+2016-09-01 10:32:13,580 DEBUG: View 1 : 0.120218579235
+2016-09-01 10:32:13,587 DEBUG: View 2 : 0.114754098361
+2016-09-01 10:32:13,595 DEBUG: View 3 : 0.103825136612
+2016-09-01 10:32:13,595 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:32:13,754 DEBUG: Best view : View1
+2016-09-01 10:32:13,863 DEBUG: Start: Iteration 2
+2016-09-01 10:32:13,871 DEBUG: View 0 : 0.218579234973
+2016-09-01 10:32:13,879 DEBUG: View 1 : 0.234972677596
+2016-09-01 10:32:13,887 DEBUG: View 2 : 0.24043715847
+2016-09-01 10:32:13,895 DEBUG: View 3 : 0.251366120219
+2016-09-01 10:32:13,896 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:32:14,081 DEBUG: Best view : View3
+2016-09-01 10:32:14,261 DEBUG: Start: Iteration 3
+2016-09-01 10:32:14,269 DEBUG: View 0 : 0.218579234973
+2016-09-01 10:32:14,278 DEBUG: View 1 : 0.234972677596
+2016-09-01 10:32:14,286 DEBUG: View 2 : 0.24043715847
+2016-09-01 10:32:14,294 DEBUG: View 3 : 0.251366120219
+2016-09-01 10:32:14,295 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:32:14,491 DEBUG: Best view : View3
+2016-09-01 10:32:14,738 INFO: Start: Classification
+2016-09-01 10:32:15,069 INFO: Done: Fold number 4
+2016-09-01 10:32:15,070 INFO: Start: Fold number 5
+2016-09-01 10:32:15,185 DEBUG: Start: Iteration 1
+2016-09-01 10:32:15,192 DEBUG: View 0 : 0.106382978723
+2016-09-01 10:32:15,200 DEBUG: View 1 : 0.106382978723
+2016-09-01 10:32:15,207 DEBUG: View 2 : 0.106382978723
+2016-09-01 10:32:15,214 DEBUG: View 3 : 0.106382978723
+2016-09-01 10:32:15,214 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:32:15,377 DEBUG: Best view : View0
+2016-09-01 10:32:15,488 DEBUG: Start: Iteration 2
+2016-09-01 10:32:15,496 DEBUG: View 0 : 0.212765957447
+2016-09-01 10:32:15,505 DEBUG: View 1 : 0.207446808511
+2016-09-01 10:32:15,513 DEBUG: View 2 : 0.212765957447
+2016-09-01 10:32:15,521 DEBUG: View 3 : 0.218085106383
+2016-09-01 10:32:15,521 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:32:15,719 DEBUG: Best view : View3
+2016-09-01 10:32:15,906 DEBUG: Start: Iteration 3
+2016-09-01 10:32:15,914 DEBUG: View 0 : 0.212765957447
+2016-09-01 10:32:15,923 DEBUG: View 1 : 0.207446808511
+2016-09-01 10:32:15,931 DEBUG: View 2 : 0.212765957447
+2016-09-01 10:32:15,940 DEBUG: View 3 : 0.218085106383
+2016-09-01 10:32:15,940 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:32:16,141 DEBUG: Best view : View3
+2016-09-01 10:32:16,394 INFO: Start: Classification
+2016-09-01 10:32:16,730 INFO: Done: Fold number 5
+2016-09-01 10:32:16,730 INFO: Done: Classification
+2016-09-01 10:32:16,730 INFO: Info: Time for Classification: 8[s]
+2016-09-01 10:32:16,730 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-103238-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-103238-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..6104c888
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-103238-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,139 @@
+2016-09-01 10:32:38,198 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:32:38,200 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:32:38,200 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:32:38,200 INFO: Info: Shape of View0 :(300, 17)
+2016-09-01 10:32:38,200 INFO: Info: Shape of View1 :(300, 6)
+2016-09-01 10:32:38,201 INFO: Info: Shape of View2 :(300, 16)
+2016-09-01 10:32:38,201 INFO: Info: Shape of View3 :(300, 15)
+2016-09-01 10:32:38,201 INFO: Done: Read Database Files
+2016-09-01 10:32:38,201 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:32:38,212 INFO: Done: Determine validation split
+2016-09-01 10:32:38,212 INFO: Start: Determine 5 folds
+2016-09-01 10:32:38,224 INFO: Info: Length of Learning Sets: 180
+2016-09-01 10:32:38,224 INFO: Info: Length of Testing Sets: 36
+2016-09-01 10:32:38,224 INFO: Info: Length of Validation Set: 84
+2016-09-01 10:32:38,224 INFO: Done: Determine folds
+2016-09-01 10:32:38,224 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:32:38,224 INFO: Start: Fold number 1
+2016-09-01 10:32:38,343 DEBUG: Start: Iteration 1
+2016-09-01 10:32:38,350 DEBUG: View 0 : 0.125654450262
+2016-09-01 10:32:38,358 DEBUG: View 1 : 0.125654450262
+2016-09-01 10:32:38,365 DEBUG: View 2 : 0.125654450262
+2016-09-01 10:32:38,373 DEBUG: View 3 : 0.125654450262
+2016-09-01 10:32:38,373 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:32:38,544 DEBUG: Best view : View0
+2016-09-01 10:32:38,658 DEBUG: Start: Iteration 2
+2016-09-01 10:32:38,667 DEBUG: View 0 : 0.225130890052
+2016-09-01 10:32:38,675 DEBUG: View 1 : 0.240837696335
+2016-09-01 10:32:38,683 DEBUG: View 2 : 0.277486910995
+2016-09-01 10:32:38,691 DEBUG: View 3 : 0.282722513089
+2016-09-01 10:32:38,691 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:32:38,889 DEBUG: Best view : View3
+2016-09-01 10:32:39,084 DEBUG: Start: Iteration 3
+2016-09-01 10:32:39,102 DEBUG: View 0 : 0.225130890052
+2016-09-01 10:32:39,109 DEBUG: View 1 : 0.240837696335
+2016-09-01 10:32:39,118 DEBUG: View 2 : 0.277486910995
+2016-09-01 10:32:39,126 DEBUG: View 3 : 0.282722513089
+2016-09-01 10:32:39,126 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:32:39,336 DEBUG: Best view : View3
+2016-09-01 10:32:39,595 INFO: Start: Classification
+2016-09-01 10:32:39,931 INFO: Done: Fold number 1
+2016-09-01 10:32:39,931 INFO: Start: Fold number 2
+2016-09-01 10:32:40,048 DEBUG: Start: Iteration 1
+2016-09-01 10:32:40,056 DEBUG: View 0 : 0.116402116402
+2016-09-01 10:32:40,064 DEBUG: View 1 : 0.100529100529
+2016-09-01 10:32:40,072 DEBUG: View 2 : 0.0899470899471
+2016-09-01 10:32:40,080 DEBUG: View 3 : 0.0793650793651
+2016-09-01 10:32:40,080 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:32:40,247 DEBUG: Best view : View2
+2016-09-01 10:32:40,360 DEBUG: Start: Iteration 2
+2016-09-01 10:32:40,368 DEBUG: View 0 : 0.253968253968
+2016-09-01 10:32:40,376 DEBUG: View 1 : 0.232804232804
+2016-09-01 10:32:40,384 DEBUG: View 2 : 0.238095238095
+2016-09-01 10:32:40,393 DEBUG: View 3 : 0.26455026455
+2016-09-01 10:32:40,393 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:32:40,589 DEBUG: Best view : View3
+2016-09-01 10:32:40,777 DEBUG: Start: Iteration 3
+2016-09-01 10:32:40,786 DEBUG: View 0 : 0.253968253968
+2016-09-01 10:32:40,794 DEBUG: View 1 : 0.232804232804
+2016-09-01 10:32:40,803 DEBUG: View 2 : 0.238095238095
+2016-09-01 10:32:40,811 DEBUG: View 3 : 0.26455026455
+2016-09-01 10:32:40,811 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:32:41,017 DEBUG: Best view : View3
+2016-09-01 10:32:41,272 INFO: Start: Classification
+2016-09-01 10:32:41,606 INFO: Done: Fold number 2
+2016-09-01 10:32:41,606 INFO: Start: Fold number 3
+2016-09-01 10:32:41,723 DEBUG: Start: Iteration 1
+2016-09-01 10:32:41,731 DEBUG: View 0 : 0.142857142857
+2016-09-01 10:32:41,739 DEBUG: View 1 : 0.0793650793651
+2016-09-01 10:32:41,747 DEBUG: View 2 : 0.0952380952381
+2016-09-01 10:32:41,755 DEBUG: View 3 : 0.116402116402
+2016-09-01 10:32:41,755 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:32:41,920 DEBUG: Best view : View0
+2016-09-01 10:32:42,032 DEBUG: Start: Iteration 2
+2016-09-01 10:32:42,040 DEBUG: View 0 : 0.206349206349
+2016-09-01 10:32:42,048 DEBUG: View 1 : 0.216931216931
+2016-09-01 10:32:42,057 DEBUG: View 2 : 0.232804232804
+2016-09-01 10:32:42,065 DEBUG: View 3 : 0.301587301587
+2016-09-01 10:32:42,065 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:32:42,259 DEBUG: Best view : View3
+2016-09-01 10:32:42,447 DEBUG: Start: Iteration 3
+2016-09-01 10:32:42,455 DEBUG: View 0 : 0.206349206349
+2016-09-01 10:32:42,463 DEBUG: View 1 : 0.216931216931
+2016-09-01 10:32:42,471 DEBUG: View 2 : 0.232804232804
+2016-09-01 10:32:42,480 DEBUG: View 3 : 0.301587301587
+2016-09-01 10:32:42,480 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:32:42,686 DEBUG: Best view : View3
+2016-09-01 10:32:42,942 INFO: Start: Classification
+2016-09-01 10:32:43,276 INFO: Done: Fold number 3
+2016-09-01 10:32:43,277 INFO: Start: Fold number 4
+2016-09-01 10:32:43,394 DEBUG: Start: Iteration 1
+2016-09-01 10:32:43,402 DEBUG: View 0 : 0.121693121693
+2016-09-01 10:32:43,409 DEBUG: View 1 : 0.0952380952381
+2016-09-01 10:32:43,417 DEBUG: View 2 : 0.0899470899471
+2016-09-01 10:32:43,426 DEBUG: View 3 : 0.111111111111
+2016-09-01 10:32:43,426 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:32:43,590 DEBUG: Best view : View0
+2016-09-01 10:32:43,702 DEBUG: Start: Iteration 2
+2016-09-01 10:32:43,710 DEBUG: View 0 : 0.232804232804
+2016-09-01 10:32:43,718 DEBUG: View 1 : 0.238095238095
+2016-09-01 10:32:43,726 DEBUG: View 2 : 0.227513227513
+2016-09-01 10:32:43,735 DEBUG: View 3 : 0.291005291005
+2016-09-01 10:32:43,735 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:32:43,930 DEBUG: Best view : View3
+2016-09-01 10:32:44,117 DEBUG: Start: Iteration 3
+2016-09-01 10:32:44,125 DEBUG: View 0 : 0.232804232804
+2016-09-01 10:32:44,133 DEBUG: View 1 : 0.238095238095
+2016-09-01 10:32:44,141 DEBUG: View 2 : 0.227513227513
+2016-09-01 10:32:44,149 DEBUG: View 3 : 0.291005291005
+2016-09-01 10:32:44,150 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:32:44,356 DEBUG: Best view : View3
+2016-09-01 10:32:44,611 INFO: Start: Classification
+2016-09-01 10:32:44,944 INFO: Done: Fold number 4
+2016-09-01 10:32:44,944 INFO: Start: Fold number 5
+2016-09-01 10:32:45,061 DEBUG: Start: Iteration 1
+2016-09-01 10:32:45,069 DEBUG: View 0 : 0.10582010582
+2016-09-01 10:32:45,076 DEBUG: View 1 : 0.10582010582
+2016-09-01 10:32:45,085 DEBUG: View 2 : 0.0846560846561
+2016-09-01 10:32:45,094 DEBUG: View 3 : 0.132275132275
+2016-09-01 10:32:45,094 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:32:45,259 DEBUG: Best view : View3
+2016-09-01 10:32:45,373 DEBUG: Start: Iteration 2
+2016-09-01 10:32:45,381 DEBUG: View 0 : 0.26455026455
+2016-09-01 10:32:45,389 DEBUG: View 1 : 0.21164021164
+2016-09-01 10:32:45,397 DEBUG: View 2 : 0.259259259259
+2016-09-01 10:32:45,406 DEBUG: View 3 : 0.269841269841
+2016-09-01 10:32:45,406 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:32:45,603 DEBUG: Best view : View3
+2016-09-01 10:32:45,793 DEBUG: Start: Iteration 3
+2016-09-01 10:32:45,801 DEBUG: View 0 : 0.26455026455
+2016-09-01 10:32:45,809 DEBUG: View 1 : 0.21164021164
+2016-09-01 10:32:45,818 DEBUG: View 2 : 0.259259259259
+2016-09-01 10:32:45,826 DEBUG: View 3 : 0.269841269841
+2016-09-01 10:32:45,826 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:32:46,034 DEBUG: Best view : View3
+2016-09-01 10:32:46,290 INFO: Start: Classification
+2016-09-01 10:32:46,622 INFO: Done: Fold number 5
+2016-09-01 10:32:46,622 INFO: Done: Classification
+2016-09-01 10:32:46,622 INFO: Info: Time for Classification: 8[s]
+2016-09-01 10:32:46,622 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-103650-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-103650-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..3122c4dd
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-103650-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,139 @@
+2016-09-01 10:36:50,742 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:36:50,743 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:36:50,743 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:36:50,744 INFO: Info: Shape of View0 :(300, 19)
+2016-09-01 10:36:50,744 INFO: Info: Shape of View1 :(300, 14)
+2016-09-01 10:36:50,744 INFO: Info: Shape of View2 :(300, 7)
+2016-09-01 10:36:50,745 INFO: Info: Shape of View3 :(300, 11)
+2016-09-01 10:36:50,745 INFO: Done: Read Database Files
+2016-09-01 10:36:50,745 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:36:50,755 INFO: Done: Determine validation split
+2016-09-01 10:36:50,756 INFO: Start: Determine 5 folds
+2016-09-01 10:36:50,767 INFO: Info: Length of Learning Sets: 178
+2016-09-01 10:36:50,767 INFO: Info: Length of Testing Sets: 37
+2016-09-01 10:36:50,767 INFO: Info: Length of Validation Set: 85
+2016-09-01 10:36:50,767 INFO: Done: Determine folds
+2016-09-01 10:36:50,767 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:36:50,767 INFO: Start: Fold number 1
+2016-09-01 10:36:50,883 DEBUG: Start: Iteration 1
+2016-09-01 10:36:50,891 DEBUG: View 0 : 0.105263157895
+2016-09-01 10:36:50,899 DEBUG: View 1 : 0.115789473684
+2016-09-01 10:36:50,906 DEBUG: View 2 : 0.105263157895
+2016-09-01 10:36:50,914 DEBUG: View 3 : 0.0894736842105
+2016-09-01 10:36:50,914 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:36:51,083 DEBUG: Best view : View1
+2016-09-01 10:36:51,197 DEBUG: Start: Iteration 2
+2016-09-01 10:36:51,205 DEBUG: View 0 : 0.221052631579
+2016-09-01 10:36:51,213 DEBUG: View 1 : 0.215789473684
+2016-09-01 10:36:51,221 DEBUG: View 2 : 0.189473684211
+2016-09-01 10:36:51,229 DEBUG: View 3 : 0.205263157895
+2016-09-01 10:36:51,229 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:36:51,426 DEBUG: Best view : View0
+2016-09-01 10:36:51,617 DEBUG: Start: Iteration 3
+2016-09-01 10:36:51,636 DEBUG: View 0 : 0.221052631579
+2016-09-01 10:36:51,644 DEBUG: View 1 : 0.215789473684
+2016-09-01 10:36:51,651 DEBUG: View 2 : 0.189473684211
+2016-09-01 10:36:51,659 DEBUG: View 3 : 0.205263157895
+2016-09-01 10:36:51,659 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:36:51,863 DEBUG: Best view : View0
+2016-09-01 10:36:52,119 INFO: Start: Classification
+2016-09-01 10:36:52,456 INFO: Done: Fold number 1
+2016-09-01 10:36:52,456 INFO: Start: Fold number 2
+2016-09-01 10:36:52,571 DEBUG: Start: Iteration 1
+2016-09-01 10:36:52,579 DEBUG: View 0 : 0.0860215053763
+2016-09-01 10:36:52,587 DEBUG: View 1 : 0.0967741935484
+2016-09-01 10:36:52,594 DEBUG: View 2 : 0.0913978494624
+2016-09-01 10:36:52,602 DEBUG: View 3 : 0.0860215053763
+2016-09-01 10:36:52,602 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:36:52,765 DEBUG: Best view : View1
+2016-09-01 10:36:52,876 DEBUG: Start: Iteration 2
+2016-09-01 10:36:52,884 DEBUG: View 0 : 0.198924731183
+2016-09-01 10:36:52,893 DEBUG: View 1 : 0.215053763441
+2016-09-01 10:36:52,901 DEBUG: View 2 : 0.236559139785
+2016-09-01 10:36:52,908 DEBUG: View 3 : 0.268817204301
+2016-09-01 10:36:52,909 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:36:53,099 DEBUG: Best view : View3
+2016-09-01 10:36:53,282 DEBUG: Start: Iteration 3
+2016-09-01 10:36:53,290 DEBUG: View 0 : 0.198924731183
+2016-09-01 10:36:53,298 DEBUG: View 1 : 0.215053763441
+2016-09-01 10:36:53,306 DEBUG: View 2 : 0.236559139785
+2016-09-01 10:36:53,314 DEBUG: View 3 : 0.268817204301
+2016-09-01 10:36:53,314 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:36:53,516 DEBUG: Best view : View3
+2016-09-01 10:36:53,766 INFO: Start: Classification
+2016-09-01 10:36:54,096 INFO: Done: Fold number 2
+2016-09-01 10:36:54,096 INFO: Start: Fold number 3
+2016-09-01 10:36:54,213 DEBUG: Start: Iteration 1
+2016-09-01 10:36:54,220 DEBUG: View 0 : 0.0797872340426
+2016-09-01 10:36:54,227 DEBUG: View 1 : 0.0797872340426
+2016-09-01 10:36:54,234 DEBUG: View 2 : 0.0797872340426
+2016-09-01 10:36:54,241 DEBUG: View 3 : 0.0797872340426
+2016-09-01 10:36:54,242 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:36:54,405 DEBUG: Best view : View0
+2016-09-01 10:36:54,516 DEBUG: Start: Iteration 2
+2016-09-01 10:36:54,525 DEBUG: View 0 : 0.228723404255
+2016-09-01 10:36:54,533 DEBUG: View 1 : 0.239361702128
+2016-09-01 10:36:54,541 DEBUG: View 2 : 0.202127659574
+2016-09-01 10:36:54,549 DEBUG: View 3 : 0.223404255319
+2016-09-01 10:36:54,549 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:36:54,739 DEBUG: Best view : View1
+2016-09-01 10:36:54,924 DEBUG: Start: Iteration 3
+2016-09-01 10:36:54,932 DEBUG: View 0 : 0.228723404255
+2016-09-01 10:36:54,940 DEBUG: View 1 : 0.239361702128
+2016-09-01 10:36:54,948 DEBUG: View 2 : 0.202127659574
+2016-09-01 10:36:54,956 DEBUG: View 3 : 0.223404255319
+2016-09-01 10:36:54,956 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:36:55,157 DEBUG: Best view : View1
+2016-09-01 10:36:55,409 INFO: Start: Classification
+2016-09-01 10:36:55,743 INFO: Done: Fold number 3
+2016-09-01 10:36:55,743 INFO: Start: Fold number 4
+2016-09-01 10:36:55,857 DEBUG: Start: Iteration 1
+2016-09-01 10:36:55,865 DEBUG: View 0 : 0.0923913043478
+2016-09-01 10:36:55,873 DEBUG: View 1 : 0.0815217391304
+2016-09-01 10:36:55,881 DEBUG: View 2 : 0.108695652174
+2016-09-01 10:36:55,889 DEBUG: View 3 : 0.0815217391304
+2016-09-01 10:36:55,889 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:36:56,067 DEBUG: Best view : View2
+2016-09-01 10:36:56,178 DEBUG: Start: Iteration 2
+2016-09-01 10:36:56,186 DEBUG: View 0 : 0.260869565217
+2016-09-01 10:36:56,194 DEBUG: View 1 : 0.201086956522
+2016-09-01 10:36:56,202 DEBUG: View 2 : 0.20652173913
+2016-09-01 10:36:56,210 DEBUG: View 3 : 0.239130434783
+2016-09-01 10:36:56,210 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:36:56,398 DEBUG: Best view : View0
+2016-09-01 10:36:56,578 DEBUG: Start: Iteration 3
+2016-09-01 10:36:56,587 DEBUG: View 0 : 0.260869565217
+2016-09-01 10:36:56,595 DEBUG: View 1 : 0.201086956522
+2016-09-01 10:36:56,602 DEBUG: View 2 : 0.20652173913
+2016-09-01 10:36:56,610 DEBUG: View 3 : 0.239130434783
+2016-09-01 10:36:56,611 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:36:56,809 DEBUG: Best view : View0
+2016-09-01 10:36:57,058 INFO: Start: Classification
+2016-09-01 10:36:57,387 INFO: Done: Fold number 4
+2016-09-01 10:36:57,387 INFO: Start: Fold number 5
+2016-09-01 10:36:57,509 DEBUG: Start: Iteration 1
+2016-09-01 10:36:57,517 DEBUG: View 0 : 0.0777202072539
+2016-09-01 10:36:57,524 DEBUG: View 1 : 0.0777202072539
+2016-09-01 10:36:57,532 DEBUG: View 2 : 0.0621761658031
+2016-09-01 10:36:57,540 DEBUG: View 3 : 0.0621761658031
+2016-09-01 10:36:57,540 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:36:57,709 DEBUG: Best view : View0
+2016-09-01 10:36:57,824 DEBUG: Start: Iteration 2
+2016-09-01 10:36:57,833 DEBUG: View 0 : 0.217616580311
+2016-09-01 10:36:57,841 DEBUG: View 1 : 0.233160621762
+2016-09-01 10:36:57,849 DEBUG: View 2 : 0.227979274611
+2016-09-01 10:36:57,857 DEBUG: View 3 : 0.248704663212
+2016-09-01 10:36:57,857 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:36:58,054 DEBUG: Best view : View3
+2016-09-01 10:36:58,244 DEBUG: Start: Iteration 3
+2016-09-01 10:36:58,253 DEBUG: View 0 : 0.217616580311
+2016-09-01 10:36:58,261 DEBUG: View 1 : 0.233160621762
+2016-09-01 10:36:58,269 DEBUG: View 2 : 0.227979274611
+2016-09-01 10:36:58,277 DEBUG: View 3 : 0.248704663212
+2016-09-01 10:36:58,277 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:36:58,485 DEBUG: Best view : View3
+2016-09-01 10:36:58,744 INFO: Start: Classification
+2016-09-01 10:36:59,084 INFO: Done: Fold number 5
+2016-09-01 10:36:59,085 INFO: Done: Classification
+2016-09-01 10:36:59,085 INFO: Info: Time for Classification: 8[s]
+2016-09-01 10:36:59,085 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-103831-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-103831-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..31f7c0d4
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-103831-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,54 @@
+2016-09-01 10:38:31,151 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:38:31,152 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:38:31,152 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:38:31,153 INFO: Info: Shape of View0 :(300, 18)
+2016-09-01 10:38:31,153 INFO: Info: Shape of View1 :(300, 17)
+2016-09-01 10:38:31,154 INFO: Info: Shape of View2 :(300, 12)
+2016-09-01 10:38:31,154 INFO: Info: Shape of View3 :(300, 8)
+2016-09-01 10:38:31,154 INFO: Done: Read Database Files
+2016-09-01 10:38:31,154 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:38:31,164 INFO: Done: Determine validation split
+2016-09-01 10:38:31,164 INFO: Start: Determine 5 folds
+2016-09-01 10:38:31,180 INFO: Info: Length of Learning Sets: 177
+2016-09-01 10:38:31,180 INFO: Info: Length of Testing Sets: 39
+2016-09-01 10:38:31,180 INFO: Info: Length of Validation Set: 84
+2016-09-01 10:38:31,180 INFO: Done: Determine folds
+2016-09-01 10:38:31,180 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:38:31,180 INFO: Start: Fold number 1
+2016-09-01 10:38:31,296 DEBUG: Start: Iteration 1
+2016-09-01 10:38:31,304 DEBUG: View 0 : 0.102564102564
+2016-09-01 10:38:31,311 DEBUG: View 1 : 0.102564102564
+2016-09-01 10:38:31,318 DEBUG: View 2 : 0.102564102564
+2016-09-01 10:38:31,326 DEBUG: View 3 : 0.102564102564
+2016-09-01 10:38:31,326 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:38:31,496 DEBUG: Best view : View0
+2016-09-01 10:38:31,612 DEBUG: Start: Iteration 2
+2016-09-01 10:38:31,621 DEBUG: View 0 : 0.2
+2016-09-01 10:38:31,630 DEBUG: View 1 : 0.251282051282
+2016-09-01 10:38:31,638 DEBUG: View 2 : 0.25641025641
+2016-09-01 10:38:31,646 DEBUG: View 3 : 0.215384615385
+2016-09-01 10:38:31,646 WARNING: WARNING: All bad for iteration 1
+2016-09-01 10:38:31,842 DEBUG: Best view : View2
+2016-09-01 10:38:32,036 DEBUG: Start: Iteration 3
+2016-09-01 10:38:32,055 DEBUG: View 0 : 0.2
+2016-09-01 10:38:32,063 DEBUG: View 1 : 0.251282051282
+2016-09-01 10:38:32,071 DEBUG: View 2 : 0.25641025641
+2016-09-01 10:38:32,080 DEBUG: View 3 : 0.215384615385
+2016-09-01 10:38:32,080 WARNING: WARNING: All bad for iteration 2
+2016-09-01 10:38:32,283 DEBUG: Best view : View2
+2016-09-01 10:38:32,545 INFO: Start: Classification
+2016-09-01 10:38:32,889 INFO: Done: Fold number 1
+2016-09-01 10:38:32,889 INFO: Start: Fold number 2
+2016-09-01 10:38:33,003 DEBUG: Start: Iteration 1
+2016-09-01 10:38:33,011 DEBUG: View 0 : 0.132978723404
+2016-09-01 10:38:33,019 DEBUG: View 1 : 0.148936170213
+2016-09-01 10:38:33,027 DEBUG: View 2 : 0.143617021277
+2016-09-01 10:38:33,035 DEBUG: View 3 : 0.143617021277
+2016-09-01 10:38:33,035 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:38:33,200 DEBUG: Best view : View1
+2016-09-01 10:38:33,310 DEBUG: Start: Iteration 2
+2016-09-01 10:38:33,319 DEBUG: View 0 : 0.212765957447
+2016-09-01 10:38:33,327 DEBUG: View 1 : 0.276595744681
+2016-09-01 10:38:33,335 DEBUG: View 2 : 0.255319148936
+2016-09-01 10:38:33,343 DEBUG: View 3 : 0.260638297872
+2016-09-01 10:38:33,343 WARNING: WARNING: All bad for iteration 1
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-103901-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-103901-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..f5445ce3
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-103901-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,124 @@
+2016-09-01 10:39:01,023 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:39:01,025 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:39:01,025 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:39:01,025 INFO: Info: Shape of View0 :(300, 9)
+2016-09-01 10:39:01,026 INFO: Info: Shape of View1 :(300, 8)
+2016-09-01 10:39:01,026 INFO: Info: Shape of View2 :(300, 12)
+2016-09-01 10:39:01,027 INFO: Info: Shape of View3 :(300, 9)
+2016-09-01 10:39:01,027 INFO: Done: Read Database Files
+2016-09-01 10:39:01,027 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:39:01,030 INFO: Done: Determine validation split
+2016-09-01 10:39:01,031 INFO: Start: Determine 5 folds
+2016-09-01 10:39:01,040 INFO: Info: Length of Learning Sets: 169
+2016-09-01 10:39:01,040 INFO: Info: Length of Testing Sets: 42
+2016-09-01 10:39:01,041 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:39:01,041 INFO: Done: Determine folds
+2016-09-01 10:39:01,041 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:39:01,041 INFO: Start: Fold number 1
+2016-09-01 10:39:01,077 DEBUG: Start: Iteration 1
+2016-09-01 10:39:01,085 DEBUG: View 0 : 0.551912568306
+2016-09-01 10:39:01,094 DEBUG: View 1 : 0.551912568306
+2016-09-01 10:39:01,102 DEBUG: View 2 : 0.551912568306
+2016-09-01 10:39:01,111 DEBUG: View 3 : 0.551912568306
+2016-09-01 10:39:01,156 DEBUG: Best view : View0
+2016-09-01 10:39:01,245 DEBUG: Start: Iteration 2
+2016-09-01 10:39:01,253 DEBUG: View 0 : 0.628415300546
+2016-09-01 10:39:01,262 DEBUG: View 1 : 0.644808743169
+2016-09-01 10:39:01,270 DEBUG: View 2 : 0.75956284153
+2016-09-01 10:39:01,279 DEBUG: View 3 : 0.732240437158
+2016-09-01 10:39:01,338 DEBUG: Best view : View2
+2016-09-01 10:39:01,488 DEBUG: Start: Iteration 3
+2016-09-01 10:39:01,505 DEBUG: View 0 : 0.628415300546
+2016-09-01 10:39:01,513 DEBUG: View 1 : 0.644808743169
+2016-09-01 10:39:01,521 DEBUG: View 2 : 0.75956284153
+2016-09-01 10:39:01,528 DEBUG: View 3 : 0.732240437158
+2016-09-01 10:39:01,576 DEBUG: Best view : View2
+2016-09-01 10:39:01,785 INFO: Start: Classification
+2016-09-01 10:39:02,131 INFO: Done: Fold number 1
+2016-09-01 10:39:02,131 INFO: Start: Fold number 2
+2016-09-01 10:39:02,163 DEBUG: Start: Iteration 1
+2016-09-01 10:39:02,170 DEBUG: View 0 : 0.540106951872
+2016-09-01 10:39:02,177 DEBUG: View 1 : 0.540106951872
+2016-09-01 10:39:02,184 DEBUG: View 2 : 0.540106951872
+2016-09-01 10:39:02,192 DEBUG: View 3 : 0.540106951872
+2016-09-01 10:39:02,231 DEBUG: Best view : View0
+2016-09-01 10:39:02,310 DEBUG: Start: Iteration 2
+2016-09-01 10:39:02,318 DEBUG: View 0 : 0.641711229947
+2016-09-01 10:39:02,326 DEBUG: View 1 : 0.631016042781
+2016-09-01 10:39:02,334 DEBUG: View 2 : 0.716577540107
+2016-09-01 10:39:02,341 DEBUG: View 3 : 0.695187165775
+2016-09-01 10:39:02,387 DEBUG: Best view : View2
+2016-09-01 10:39:02,535 DEBUG: Start: Iteration 3
+2016-09-01 10:39:02,543 DEBUG: View 0 : 0.641711229947
+2016-09-01 10:39:02,551 DEBUG: View 1 : 0.631016042781
+2016-09-01 10:39:02,559 DEBUG: View 2 : 0.716577540107
+2016-09-01 10:39:02,566 DEBUG: View 3 : 0.695187165775
+2016-09-01 10:39:02,615 DEBUG: Best view : View2
+2016-09-01 10:39:02,829 INFO: Start: Classification
+2016-09-01 10:39:03,171 INFO: Done: Fold number 2
+2016-09-01 10:39:03,171 INFO: Start: Fold number 3
+2016-09-01 10:39:03,201 DEBUG: Start: Iteration 1
+2016-09-01 10:39:03,209 DEBUG: View 0 : 0.572222222222
+2016-09-01 10:39:03,216 DEBUG: View 1 : 0.511111111111
+2016-09-01 10:39:03,223 DEBUG: View 2 : 0.583333333333
+2016-09-01 10:39:03,231 DEBUG: View 3 : 0.516666666667
+2016-09-01 10:39:03,269 DEBUG: Best view : View1
+2016-09-01 10:39:03,346 DEBUG: Start: Iteration 2
+2016-09-01 10:39:03,354 DEBUG: View 0 : 0.705555555556
+2016-09-01 10:39:03,362 DEBUG: View 1 : 0.644444444444
+2016-09-01 10:39:03,369 DEBUG: View 2 : 0.738888888889
+2016-09-01 10:39:03,377 DEBUG: View 3 : 0.727777777778
+2016-09-01 10:39:03,421 DEBUG: Best view : View2
+2016-09-01 10:39:03,571 DEBUG: Start: Iteration 3
+2016-09-01 10:39:03,579 DEBUG: View 0 : 0.705555555556
+2016-09-01 10:39:03,587 DEBUG: View 1 : 0.644444444444
+2016-09-01 10:39:03,594 DEBUG: View 2 : 0.738888888889
+2016-09-01 10:39:03,602 DEBUG: View 3 : 0.727777777778
+2016-09-01 10:39:03,649 DEBUG: Best view : View2
+2016-09-01 10:39:03,854 INFO: Start: Classification
+2016-09-01 10:39:04,187 INFO: Done: Fold number 3
+2016-09-01 10:39:04,187 INFO: Start: Fold number 4
+2016-09-01 10:39:04,217 DEBUG: Start: Iteration 1
+2016-09-01 10:39:04,224 DEBUG: View 0 : 0.513812154696
+2016-09-01 10:39:04,231 DEBUG: View 1 : 0.497237569061
+2016-09-01 10:39:04,239 DEBUG: View 2 : 0.46408839779
+2016-09-01 10:39:04,246 DEBUG: View 3 : 0.53591160221
+2016-09-01 10:39:04,284 DEBUG: Best view : View3
+2016-09-01 10:39:04,361 DEBUG: Start: Iteration 2
+2016-09-01 10:39:04,369 DEBUG: View 0 : 0.624309392265
+2016-09-01 10:39:04,376 DEBUG: View 1 : 0.646408839779
+2016-09-01 10:39:04,384 DEBUG: View 2 : 0.729281767956
+2016-09-01 10:39:04,392 DEBUG: View 3 : 0.729281767956
+2016-09-01 10:39:04,435 DEBUG: Best view : View2
+2016-09-01 10:39:04,578 DEBUG: Start: Iteration 3
+2016-09-01 10:39:04,585 DEBUG: View 0 : 0.624309392265
+2016-09-01 10:39:04,593 DEBUG: View 1 : 0.646408839779
+2016-09-01 10:39:04,600 DEBUG: View 2 : 0.729281767956
+2016-09-01 10:39:04,608 DEBUG: View 3 : 0.729281767956
+2016-09-01 10:39:04,655 DEBUG: Best view : View2
+2016-09-01 10:39:04,868 INFO: Start: Classification
+2016-09-01 10:39:05,221 INFO: Done: Fold number 4
+2016-09-01 10:39:05,221 INFO: Start: Fold number 5
+2016-09-01 10:39:05,252 DEBUG: Start: Iteration 1
+2016-09-01 10:39:05,259 DEBUG: View 0 : 0.552486187845
+2016-09-01 10:39:05,266 DEBUG: View 1 : 0.552486187845
+2016-09-01 10:39:05,273 DEBUG: View 2 : 0.552486187845
+2016-09-01 10:39:05,280 DEBUG: View 3 : 0.552486187845
+2016-09-01 10:39:05,318 DEBUG: Best view : View0
+2016-09-01 10:39:05,396 DEBUG: Start: Iteration 2
+2016-09-01 10:39:05,403 DEBUG: View 0 : 0.618784530387
+2016-09-01 10:39:05,411 DEBUG: View 1 : 0.685082872928
+2016-09-01 10:39:05,418 DEBUG: View 2 : 0.718232044199
+2016-09-01 10:39:05,426 DEBUG: View 3 : 0.690607734807
+2016-09-01 10:39:05,470 DEBUG: Best view : View2
+2016-09-01 10:39:05,612 DEBUG: Start: Iteration 3
+2016-09-01 10:39:05,620 DEBUG: View 0 : 0.618784530387
+2016-09-01 10:39:05,627 DEBUG: View 1 : 0.685082872928
+2016-09-01 10:39:05,635 DEBUG: View 2 : 0.718232044199
+2016-09-01 10:39:05,642 DEBUG: View 3 : 0.690607734807
+2016-09-01 10:39:05,693 DEBUG: Best view : View2
+2016-09-01 10:39:05,900 INFO: Start: Classification
+2016-09-01 10:39:06,236 INFO: Done: Fold number 5
+2016-09-01 10:39:06,236 INFO: Done: Classification
+2016-09-01 10:39:06,236 INFO: Info: Time for Classification: 5[s]
+2016-09-01 10:39:06,236 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-103940-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-103940-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..91ce803e
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-103940-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,93 @@
+2016-09-01 10:39:40,915 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:39:40,917 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:39:40,917 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:39:40,918 INFO: Info: Shape of View0 :(300, 8)
+2016-09-01 10:39:40,918 INFO: Info: Shape of View1 :(300, 7)
+2016-09-01 10:39:40,919 INFO: Info: Shape of View2 :(300, 13)
+2016-09-01 10:39:40,919 INFO: Info: Shape of View3 :(300, 16)
+2016-09-01 10:39:40,919 INFO: Done: Read Database Files
+2016-09-01 10:39:40,919 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:39:40,923 INFO: Done: Determine validation split
+2016-09-01 10:39:40,923 INFO: Start: Determine 5 folds
+2016-09-01 10:39:40,930 INFO: Info: Length of Learning Sets: 170
+2016-09-01 10:39:40,930 INFO: Info: Length of Testing Sets: 41
+2016-09-01 10:39:40,930 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:39:40,930 INFO: Done: Determine folds
+2016-09-01 10:39:40,930 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:39:40,930 INFO: Start: Fold number 1
+2016-09-01 10:39:40,966 DEBUG: Start: Iteration 1
+2016-09-01 10:39:40,974 DEBUG: View 0 : 0.55737704918
+2016-09-01 10:39:40,981 DEBUG: View 1 : 0.55737704918
+2016-09-01 10:39:40,988 DEBUG: View 2 : 0.55737704918
+2016-09-01 10:39:40,996 DEBUG: View 3 : 0.55737704918
+2016-09-01 10:39:41,037 DEBUG: Best view : View0
+2016-09-01 10:39:41,118 DEBUG: Start: Iteration 2
+2016-09-01 10:39:41,126 DEBUG: View 0 : 0.699453551913
+2016-09-01 10:39:41,133 DEBUG: View 1 : 0.677595628415
+2016-09-01 10:39:41,141 DEBUG: View 2 : 0.726775956284
+2016-09-01 10:39:41,149 DEBUG: View 3 : 0.72131147541
+2016-09-01 10:39:41,195 DEBUG: Best view : View2
+2016-09-01 10:39:41,345 DEBUG: Start: Iteration 3
+2016-09-01 10:39:41,359 DEBUG: View 0 : 0.699453551913
+2016-09-01 10:39:41,366 DEBUG: View 1 : 0.677595628415
+2016-09-01 10:39:41,374 DEBUG: View 2 : 0.726775956284
+2016-09-01 10:39:41,382 DEBUG: View 3 : 0.715846994536
+2016-09-01 10:39:41,431 DEBUG: Best view : View2
+2016-09-01 10:39:41,642 INFO: Start: Classification
+2016-09-01 10:39:41,980 INFO: Done: Fold number 1
+2016-09-01 10:39:41,981 INFO: Start: Fold number 2
+2016-09-01 10:39:42,011 DEBUG: Start: Iteration 1
+2016-09-01 10:39:42,018 DEBUG: View 0 : 0.441340782123
+2016-09-01 10:39:42,025 DEBUG: View 1 : 0.441340782123
+2016-09-01 10:39:42,032 DEBUG: View 2 : 0.441340782123
+2016-09-01 10:39:42,039 DEBUG: View 3 : 0.441340782123
+2016-09-01 10:39:42,039 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:39:42,078 DEBUG: Best view : View0
+2016-09-01 10:39:42,155 DEBUG: Start: Iteration 2
+2016-09-01 10:39:42,162 DEBUG: View 0 : 0.664804469274
+2016-09-01 10:39:42,170 DEBUG: View 1 : 0.715083798883
+2016-09-01 10:39:42,177 DEBUG: View 2 : 0.68156424581
+2016-09-01 10:39:42,185 DEBUG: View 3 : 0.715083798883
+2016-09-01 10:39:42,231 DEBUG: Best view : View1
+2016-09-01 10:39:42,373 DEBUG: Start: Iteration 3
+2016-09-01 10:39:42,380 DEBUG: View 0 : 0.664804469274
+2016-09-01 10:39:42,388 DEBUG: View 1 : 0.715083798883
+2016-09-01 10:39:42,395 DEBUG: View 2 : 0.68156424581
+2016-09-01 10:39:42,403 DEBUG: View 3 : 0.715083798883
+2016-09-01 10:39:42,452 DEBUG: Best view : View1
+2016-09-01 10:39:42,657 INFO: Start: Classification
+2016-09-01 10:39:42,991 INFO: Done: Fold number 2
+2016-09-01 10:39:42,991 INFO: Start: Fold number 3
+2016-09-01 10:39:43,023 DEBUG: Start: Iteration 1
+2016-09-01 10:39:43,030 DEBUG: View 0 : 0.562162162162
+2016-09-01 10:39:43,037 DEBUG: View 1 : 0.562162162162
+2016-09-01 10:39:43,044 DEBUG: View 2 : 0.562162162162
+2016-09-01 10:39:43,051 DEBUG: View 3 : 0.562162162162
+2016-09-01 10:39:43,092 DEBUG: Best view : View0
+2016-09-01 10:39:43,172 DEBUG: Start: Iteration 2
+2016-09-01 10:39:43,179 DEBUG: View 0 : 0.643243243243
+2016-09-01 10:39:43,187 DEBUG: View 1 : 0.702702702703
+2016-09-01 10:39:43,195 DEBUG: View 2 : 0.654054054054
+2016-09-01 10:39:43,203 DEBUG: View 3 : 0.654054054054
+2016-09-01 10:39:43,249 DEBUG: Best view : View1
+2016-09-01 10:39:43,395 DEBUG: Start: Iteration 3
+2016-09-01 10:39:43,403 DEBUG: View 0 : 0.643243243243
+2016-09-01 10:39:43,411 DEBUG: View 1 : 0.702702702703
+2016-09-01 10:39:43,418 DEBUG: View 2 : 0.654054054054
+2016-09-01 10:39:43,427 DEBUG: View 3 : 0.654054054054
+2016-09-01 10:39:43,476 DEBUG: Best view : View1
+2016-09-01 10:39:43,688 INFO: Start: Classification
+2016-09-01 10:39:44,027 INFO: Done: Fold number 3
+2016-09-01 10:39:44,027 INFO: Start: Fold number 4
+2016-09-01 10:39:44,058 DEBUG: Start: Iteration 1
+2016-09-01 10:39:44,065 DEBUG: View 0 : 0.420765027322
+2016-09-01 10:39:44,072 DEBUG: View 1 : 0.420765027322
+2016-09-01 10:39:44,079 DEBUG: View 2 : 0.420765027322
+2016-09-01 10:39:44,087 DEBUG: View 3 : 0.420765027322
+2016-09-01 10:39:44,087 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:39:44,126 DEBUG: Best view : View0
+2016-09-01 10:39:44,205 DEBUG: Start: Iteration 2
+2016-09-01 10:39:44,212 DEBUG: View 0 : 0.677595628415
+2016-09-01 10:39:44,220 DEBUG: View 1 : 0.765027322404
+2016-09-01 10:39:44,227 DEBUG: View 2 : 0.704918032787
+2016-09-01 10:39:44,236 DEBUG: View 3 : 0.743169398907
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-104014-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-104014-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..c22f7ae6
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-104014-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,50 @@
+2016-09-01 10:40:14,120 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:40:14,121 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:40:14,121 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:40:14,122 INFO: Info: Shape of View0 :(300, 8)
+2016-09-01 10:40:14,122 INFO: Info: Shape of View1 :(300, 20)
+2016-09-01 10:40:14,123 INFO: Info: Shape of View2 :(300, 18)
+2016-09-01 10:40:14,123 INFO: Info: Shape of View3 :(300, 18)
+2016-09-01 10:40:14,123 INFO: Done: Read Database Files
+2016-09-01 10:40:14,123 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:40:14,127 INFO: Done: Determine validation split
+2016-09-01 10:40:14,127 INFO: Start: Determine 5 folds
+2016-09-01 10:40:14,138 INFO: Info: Length of Learning Sets: 168
+2016-09-01 10:40:14,138 INFO: Info: Length of Testing Sets: 42
+2016-09-01 10:40:14,138 INFO: Info: Length of Validation Set: 90
+2016-09-01 10:40:14,138 INFO: Done: Determine folds
+2016-09-01 10:40:14,138 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:40:14,138 INFO: Start: Fold number 1
+2016-09-01 10:40:14,170 DEBUG: Start: Iteration 1
+2016-09-01 10:40:14,179 DEBUG: View 0 : 0.519553072626
+2016-09-01 10:40:14,187 DEBUG: View 1 : 0.525139664804
+2016-09-01 10:40:14,196 DEBUG: View 2 : 0.508379888268
+2016-09-01 10:40:14,203 DEBUG: View 3 : 0.513966480447
+2016-09-01 10:40:14,243 DEBUG: Best view : View1
+2016-09-01 10:40:14,321 DEBUG: Start: Iteration 2
+2016-09-01 10:40:14,329 DEBUG: View 0 : 0.659217877095
+2016-09-01 10:40:14,337 DEBUG: View 1 : 0.743016759777
+2016-09-01 10:40:14,344 DEBUG: View 2 : 0.687150837989
+2016-09-01 10:40:14,352 DEBUG: View 3 : 0.709497206704
+2016-09-01 10:40:14,398 DEBUG: Best view : View1
+2016-09-01 10:40:14,544 DEBUG: Start: Iteration 3
+2016-09-01 10:40:14,561 DEBUG: View 0 : 0.659217877095
+2016-09-01 10:40:14,568 DEBUG: View 1 : 0.743016759777
+2016-09-01 10:40:14,576 DEBUG: View 2 : 0.720670391061
+2016-09-01 10:40:14,584 DEBUG: View 3 : 0.709497206704
+2016-09-01 10:40:14,632 DEBUG: Best view : View1
+2016-09-01 10:40:14,839 INFO: Start: Classification
+2016-09-01 10:40:15,178 INFO: Done: Fold number 1
+2016-09-01 10:40:15,178 INFO: Start: Fold number 2
+2016-09-01 10:40:15,208 DEBUG: Start: Iteration 1
+2016-09-01 10:40:15,215 DEBUG: View 0 : 0.53591160221
+2016-09-01 10:40:15,223 DEBUG: View 1 : 0.480662983425
+2016-09-01 10:40:15,229 DEBUG: View 2 : 0.558011049724
+2016-09-01 10:40:15,237 DEBUG: View 3 : 0.491712707182
+2016-09-01 10:40:15,275 DEBUG: Best view : View3
+2016-09-01 10:40:15,353 DEBUG: Start: Iteration 2
+2016-09-01 10:40:15,360 DEBUG: View 0 : 0.685082872928
+2016-09-01 10:40:15,368 DEBUG: View 1 : 0.707182320442
+2016-09-01 10:40:15,376 DEBUG: View 2 : 0.745856353591
+2016-09-01 10:40:15,384 DEBUG: View 3 : 0.685082872928
+2016-09-01 10:40:15,430 DEBUG: Best view : View2
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-104050-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-104050-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..e094d420
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-104050-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,57 @@
+2016-09-01 10:40:50,505 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:40:50,507 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:40:50,507 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:40:50,508 INFO: Info: Shape of View0 :(300, 18)
+2016-09-01 10:40:50,508 INFO: Info: Shape of View1 :(300, 18)
+2016-09-01 10:40:50,509 INFO: Info: Shape of View2 :(300, 17)
+2016-09-01 10:40:50,509 INFO: Info: Shape of View3 :(300, 10)
+2016-09-01 10:40:50,509 INFO: Done: Read Database Files
+2016-09-01 10:40:50,509 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:40:50,513 INFO: Done: Determine validation split
+2016-09-01 10:40:50,513 INFO: Start: Determine 5 folds
+2016-09-01 10:40:50,523 INFO: Info: Length of Learning Sets: 169
+2016-09-01 10:40:50,523 INFO: Info: Length of Testing Sets: 42
+2016-09-01 10:40:50,523 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:40:50,523 INFO: Done: Determine folds
+2016-09-01 10:40:50,523 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:40:50,523 INFO: Start: Fold number 1
+2016-09-01 10:40:50,558 DEBUG: Start: Iteration 1
+2016-09-01 10:40:50,566 DEBUG: View 0 : 0.532608695652
+2016-09-01 10:40:50,574 DEBUG: View 1 : 0.505434782609
+2016-09-01 10:40:50,582 DEBUG: View 2 : 0.516304347826
+2016-09-01 10:40:50,592 DEBUG: View 3 : 0.532608695652
+2016-09-01 10:40:50,639 DEBUG: Best view : View2
+2016-09-01 10:40:50,720 DEBUG: Start: Iteration 2
+2016-09-01 10:40:50,728 DEBUG: View 0 : 0.755434782609
+2016-09-01 10:40:50,736 DEBUG: View 1 : 0.766304347826
+2016-09-01 10:40:50,743 DEBUG: View 2 : 0.728260869565
+2016-09-01 10:40:50,750 DEBUG: View 3 : 0.646739130435
+2016-09-01 10:40:50,797 DEBUG: Best view : View1
+2016-09-01 10:40:50,946 DEBUG: Start: Iteration 3
+2016-09-01 10:40:50,954 DEBUG: View 0 : 0.755434782609
+2016-09-01 10:40:50,963 DEBUG: View 1 : 0.766304347826
+2016-09-01 10:40:50,971 DEBUG: View 2 : 0.728260869565
+2016-09-01 10:40:50,978 DEBUG: View 3 : 0.646739130435
+2016-09-01 10:40:51,027 DEBUG: Best view : View1
+2016-09-01 10:40:51,240 INFO: Start: Classification
+2016-09-01 10:40:51,582 INFO: Done: Fold number 1
+2016-09-01 10:40:51,583 INFO: Start: Fold number 2
+2016-09-01 10:40:51,613 DEBUG: Start: Iteration 1
+2016-09-01 10:40:51,620 DEBUG: View 0 : 0.513966480447
+2016-09-01 10:40:51,626 DEBUG: View 1 : 0.603351955307
+2016-09-01 10:40:51,633 DEBUG: View 2 : 0.497206703911
+2016-09-01 10:40:51,640 DEBUG: View 3 : 0.513966480447
+2016-09-01 10:40:51,678 DEBUG: Best view : View1
+2016-09-01 10:40:51,756 DEBUG: Start: Iteration 2
+2016-09-01 10:40:51,763 DEBUG: View 0 : 0.748603351955
+2016-09-01 10:40:51,771 DEBUG: View 1 : 0.737430167598
+2016-09-01 10:40:51,778 DEBUG: View 2 : 0.659217877095
+2016-09-01 10:40:51,785 DEBUG: View 3 : 0.703910614525
+2016-09-01 10:40:51,830 DEBUG: Best view : View0
+2016-09-01 10:40:51,972 DEBUG: Start: Iteration 3
+2016-09-01 10:40:51,979 DEBUG: View 0 : 0.748603351955
+2016-09-01 10:40:51,987 DEBUG: View 1 : 0.737430167598
+2016-09-01 10:40:51,994 DEBUG: View 2 : 0.659217877095
+2016-09-01 10:40:52,001 DEBUG: View 3 : 0.703910614525
+2016-09-01 10:40:52,049 DEBUG: Best view : View0
+2016-09-01 10:40:52,255 INFO: Start: Classification
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-104155-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-104155-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..b45e623c
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-104155-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,124 @@
+2016-09-01 10:41:55,329 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:41:55,331 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:41:55,331 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:41:55,331 INFO: Info: Shape of View0 :(300, 7)
+2016-09-01 10:41:55,332 INFO: Info: Shape of View1 :(300, 16)
+2016-09-01 10:41:55,332 INFO: Info: Shape of View2 :(300, 9)
+2016-09-01 10:41:55,333 INFO: Info: Shape of View3 :(300, 9)
+2016-09-01 10:41:55,333 INFO: Done: Read Database Files
+2016-09-01 10:41:55,333 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:41:55,336 INFO: Done: Determine validation split
+2016-09-01 10:41:55,336 INFO: Start: Determine 5 folds
+2016-09-01 10:41:55,343 INFO: Info: Length of Learning Sets: 169
+2016-09-01 10:41:55,343 INFO: Info: Length of Testing Sets: 42
+2016-09-01 10:41:55,343 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:41:55,344 INFO: Done: Determine folds
+2016-09-01 10:41:55,344 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:41:55,344 INFO: Start: Fold number 1
+2016-09-01 10:41:55,374 DEBUG: Start: Iteration 1
+2016-09-01 10:41:55,381 DEBUG: View 0 : 0.516666666667
+2016-09-01 10:41:55,388 DEBUG: View 1 : 0.483333333333
+2016-09-01 10:41:55,395 DEBUG: View 2 : 0.577777777778
+2016-09-01 10:41:55,401 DEBUG: View 3 : 0.472222222222
+2016-09-01 10:41:55,434 DEBUG: Best view : View1
+2016-09-01 10:41:55,511 DEBUG: Start: Iteration 2
+2016-09-01 10:41:55,518 DEBUG: View 0 : 0.677777777778
+2016-09-01 10:41:55,525 DEBUG: View 1 : 0.661111111111
+2016-09-01 10:41:55,532 DEBUG: View 2 : 0.738888888889
+2016-09-01 10:41:55,538 DEBUG: View 3 : 0.688888888889
+2016-09-01 10:41:55,578 DEBUG: Best view : View2
+2016-09-01 10:41:55,724 DEBUG: Start: Iteration 3
+2016-09-01 10:41:55,735 DEBUG: View 0 : 0.677777777778
+2016-09-01 10:41:55,742 DEBUG: View 1 : 0.661111111111
+2016-09-01 10:41:55,749 DEBUG: View 2 : 0.672222222222
+2016-09-01 10:41:55,756 DEBUG: View 3 : 0.688888888889
+2016-09-01 10:41:55,799 DEBUG: Best view : View3
+2016-09-01 10:41:56,003 INFO: Start: Classification
+2016-09-01 10:41:56,338 INFO: Done: Fold number 1
+2016-09-01 10:41:56,338 INFO: Start: Fold number 2
+2016-09-01 10:41:56,368 DEBUG: Start: Iteration 1
+2016-09-01 10:41:56,375 DEBUG: View 0 : 0.5
+2016-09-01 10:41:56,382 DEBUG: View 1 : 0.488888888889
+2016-09-01 10:41:56,388 DEBUG: View 2 : 0.488888888889
+2016-09-01 10:41:56,395 DEBUG: View 3 : 0.433333333333
+2016-09-01 10:41:56,427 DEBUG: Best view : View1
+2016-09-01 10:41:56,503 DEBUG: Start: Iteration 2
+2016-09-01 10:41:56,510 DEBUG: View 0 : 0.688888888889
+2016-09-01 10:41:56,517 DEBUG: View 1 : 0.655555555556
+2016-09-01 10:41:56,524 DEBUG: View 2 : 0.672222222222
+2016-09-01 10:41:56,531 DEBUG: View 3 : 0.694444444444
+2016-09-01 10:41:56,571 DEBUG: Best view : View3
+2016-09-01 10:41:56,713 DEBUG: Start: Iteration 3
+2016-09-01 10:41:56,720 DEBUG: View 0 : 0.688888888889
+2016-09-01 10:41:56,727 DEBUG: View 1 : 0.655555555556
+2016-09-01 10:41:56,733 DEBUG: View 2 : 0.672222222222
+2016-09-01 10:41:56,740 DEBUG: View 3 : 0.694444444444
+2016-09-01 10:41:56,783 DEBUG: Best view : View3
+2016-09-01 10:41:56,987 INFO: Start: Classification
+2016-09-01 10:41:57,320 INFO: Done: Fold number 2
+2016-09-01 10:41:57,320 INFO: Start: Fold number 3
+2016-09-01 10:41:57,352 DEBUG: Start: Iteration 1
+2016-09-01 10:41:57,358 DEBUG: View 0 : 0.494565217391
+2016-09-01 10:41:57,365 DEBUG: View 1 : 0.505434782609
+2016-09-01 10:41:57,372 DEBUG: View 2 : 0.565217391304
+2016-09-01 10:41:57,379 DEBUG: View 3 : 0.423913043478
+2016-09-01 10:41:57,412 DEBUG: Best view : View0
+2016-09-01 10:41:57,490 DEBUG: Start: Iteration 2
+2016-09-01 10:41:57,497 DEBUG: View 0 : 0.695652173913
+2016-09-01 10:41:57,504 DEBUG: View 1 : 0.635869565217
+2016-09-01 10:41:57,511 DEBUG: View 2 : 0.66847826087
+2016-09-01 10:41:57,518 DEBUG: View 3 : 0.695652173913
+2016-09-01 10:41:57,558 DEBUG: Best view : View0
+2016-09-01 10:41:57,702 DEBUG: Start: Iteration 3
+2016-09-01 10:41:57,709 DEBUG: View 0 : 0.695652173913
+2016-09-01 10:41:57,716 DEBUG: View 1 : 0.635869565217
+2016-09-01 10:41:57,723 DEBUG: View 2 : 0.66847826087
+2016-09-01 10:41:57,730 DEBUG: View 3 : 0.695652173913
+2016-09-01 10:41:57,773 DEBUG: Best view : View0
+2016-09-01 10:41:57,982 INFO: Start: Classification
+2016-09-01 10:41:58,321 INFO: Done: Fold number 3
+2016-09-01 10:41:58,321 INFO: Start: Fold number 4
+2016-09-01 10:41:58,352 DEBUG: Start: Iteration 1
+2016-09-01 10:41:58,359 DEBUG: View 0 : 0.527173913043
+2016-09-01 10:41:58,365 DEBUG: View 1 : 0.5
+2016-09-01 10:41:58,372 DEBUG: View 2 : 0.472826086957
+2016-09-01 10:41:58,379 DEBUG: View 3 : 0.516304347826
+2016-09-01 10:41:58,413 DEBUG: Best view : View1
+2016-09-01 10:41:58,490 DEBUG: Start: Iteration 2
+2016-09-01 10:41:58,497 DEBUG: View 0 : 0.695652173913
+2016-09-01 10:41:58,504 DEBUG: View 1 : 0.630434782609
+2016-09-01 10:41:58,511 DEBUG: View 2 : 0.66847826087
+2016-09-01 10:41:58,518 DEBUG: View 3 : 0.711956521739
+2016-09-01 10:41:58,558 DEBUG: Best view : View3
+2016-09-01 10:41:58,703 DEBUG: Start: Iteration 3
+2016-09-01 10:41:58,709 DEBUG: View 0 : 0.695652173913
+2016-09-01 10:41:58,717 DEBUG: View 1 : 0.630434782609
+2016-09-01 10:41:58,723 DEBUG: View 2 : 0.66847826087
+2016-09-01 10:41:58,730 DEBUG: View 3 : 0.711956521739
+2016-09-01 10:41:58,774 DEBUG: Best view : View3
+2016-09-01 10:41:58,983 INFO: Start: Classification
+2016-09-01 10:41:59,322 INFO: Done: Fold number 4
+2016-09-01 10:41:59,322 INFO: Start: Fold number 5
+2016-09-01 10:41:59,352 DEBUG: Start: Iteration 1
+2016-09-01 10:41:59,359 DEBUG: View 0 : 0.516666666667
+2016-09-01 10:41:59,365 DEBUG: View 1 : 0.472222222222
+2016-09-01 10:41:59,372 DEBUG: View 2 : 0.427777777778
+2016-09-01 10:41:59,378 DEBUG: View 3 : 0.516666666667
+2016-09-01 10:41:59,411 DEBUG: Best view : View1
+2016-09-01 10:41:59,487 DEBUG: Start: Iteration 2
+2016-09-01 10:41:59,494 DEBUG: View 0 : 0.644444444444
+2016-09-01 10:41:59,501 DEBUG: View 1 : 0.644444444444
+2016-09-01 10:41:59,508 DEBUG: View 2 : 0.705555555556
+2016-09-01 10:41:59,514 DEBUG: View 3 : 0.666666666667
+2016-09-01 10:41:59,554 DEBUG: Best view : View2
+2016-09-01 10:41:59,697 DEBUG: Start: Iteration 3
+2016-09-01 10:41:59,704 DEBUG: View 0 : 0.644444444444
+2016-09-01 10:41:59,711 DEBUG: View 1 : 0.644444444444
+2016-09-01 10:41:59,718 DEBUG: View 2 : 0.705555555556
+2016-09-01 10:41:59,725 DEBUG: View 3 : 0.666666666667
+2016-09-01 10:41:59,768 DEBUG: Best view : View2
+2016-09-01 10:41:59,973 INFO: Start: Classification
+2016-09-01 10:42:00,308 INFO: Done: Fold number 5
+2016-09-01 10:42:00,308 INFO: Done: Classification
+2016-09-01 10:42:00,309 INFO: Info: Time for Classification: 4[s]
+2016-09-01 10:42:00,309 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-104239-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-104239-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..0b3594de
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-104239-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,125 @@
+2016-09-01 10:42:39,126 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:42:39,128 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:42:39,128 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:42:39,128 INFO: Info: Shape of View0 :(300, 5)
+2016-09-01 10:42:39,129 INFO: Info: Shape of View1 :(300, 20)
+2016-09-01 10:42:39,129 INFO: Info: Shape of View2 :(300, 9)
+2016-09-01 10:42:39,129 INFO: Info: Shape of View3 :(300, 12)
+2016-09-01 10:42:39,130 INFO: Done: Read Database Files
+2016-09-01 10:42:39,130 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:42:39,133 INFO: Done: Determine validation split
+2016-09-01 10:42:39,133 INFO: Start: Determine 5 folds
+2016-09-01 10:42:39,138 INFO: Info: Length of Learning Sets: 170
+2016-09-01 10:42:39,138 INFO: Info: Length of Testing Sets: 41
+2016-09-01 10:42:39,138 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:42:39,138 INFO: Done: Determine folds
+2016-09-01 10:42:39,139 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:42:39,139 INFO: Start: Fold number 1
+2016-09-01 10:42:39,179 DEBUG: Start: Iteration 1
+2016-09-01 10:42:39,186 DEBUG: View 0 : 0.544444444444
+2016-09-01 10:42:39,193 DEBUG: View 1 : 0.527777777778
+2016-09-01 10:42:39,202 DEBUG: View 2 : 0.516666666667
+2016-09-01 10:42:39,209 DEBUG: View 3 : 0.505555555556
+2016-09-01 10:42:39,244 DEBUG: Best view : View1
+2016-09-01 10:42:39,322 DEBUG: Start: Iteration 2
+2016-09-01 10:42:39,329 DEBUG: View 0 : 0.633333333333
+2016-09-01 10:42:39,336 DEBUG: View 1 : 0.75
+2016-09-01 10:42:39,343 DEBUG: View 2 : 0.705555555556
+2016-09-01 10:42:39,351 DEBUG: View 3 : 0.666666666667
+2016-09-01 10:42:39,393 DEBUG: Best view : View1
+2016-09-01 10:42:39,539 DEBUG: Start: Iteration 3
+2016-09-01 10:42:39,553 DEBUG: View 0 : 0.633333333333
+2016-09-01 10:42:39,561 DEBUG: View 1 : 0.75
+2016-09-01 10:42:39,568 DEBUG: View 2 : 0.705555555556
+2016-09-01 10:42:39,575 DEBUG: View 3 : 0.666666666667
+2016-09-01 10:42:39,618 DEBUG: Best view : View1
+2016-09-01 10:42:39,825 INFO: Start: Classification
+2016-09-01 10:42:40,161 INFO: Done: Fold number 1
+2016-09-01 10:42:40,161 INFO: Start: Fold number 2
+2016-09-01 10:42:40,192 DEBUG: Start: Iteration 1
+2016-09-01 10:42:40,199 DEBUG: View 0 : 0.532967032967
+2016-09-01 10:42:40,207 DEBUG: View 1 : 0.483516483516
+2016-09-01 10:42:40,213 DEBUG: View 2 : 0.494505494505
+2016-09-01 10:42:40,220 DEBUG: View 3 : 0.510989010989
+2016-09-01 10:42:40,255 DEBUG: Best view : View2
+2016-09-01 10:42:40,332 DEBUG: Start: Iteration 2
+2016-09-01 10:42:40,339 DEBUG: View 0 : 0.653846153846
+2016-09-01 10:42:40,347 DEBUG: View 1 : 0.686813186813
+2016-09-01 10:42:40,354 DEBUG: View 2 : 0.637362637363
+2016-09-01 10:42:40,361 DEBUG: View 3 : 0.631868131868
+2016-09-01 10:42:40,402 DEBUG: Best view : View1
+2016-09-01 10:42:40,547 DEBUG: Start: Iteration 3
+2016-09-01 10:42:40,554 DEBUG: View 0 : 0.653846153846
+2016-09-01 10:42:40,562 DEBUG: View 1 : 0.686813186813
+2016-09-01 10:42:40,569 DEBUG: View 2 : 0.637362637363
+2016-09-01 10:42:40,576 DEBUG: View 3 : 0.631868131868
+2016-09-01 10:42:40,620 DEBUG: Best view : View1
+2016-09-01 10:42:40,831 INFO: Start: Classification
+2016-09-01 10:42:41,170 INFO: Done: Fold number 2
+2016-09-01 10:42:41,170 INFO: Start: Fold number 3
+2016-09-01 10:42:41,202 DEBUG: Start: Iteration 1
+2016-09-01 10:42:41,208 DEBUG: View 0 : 0.486631016043
+2016-09-01 10:42:41,215 DEBUG: View 1 : 0.486631016043
+2016-09-01 10:42:41,222 DEBUG: View 2 : 0.486631016043
+2016-09-01 10:42:41,229 DEBUG: View 3 : 0.486631016043
+2016-09-01 10:42:41,229 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:42:41,264 DEBUG: Best view : View0
+2016-09-01 10:42:41,344 DEBUG: Start: Iteration 2
+2016-09-01 10:42:41,350 DEBUG: View 0 : 0.663101604278
+2016-09-01 10:42:41,358 DEBUG: View 1 : 0.689839572193
+2016-09-01 10:42:41,365 DEBUG: View 2 : 0.679144385027
+2016-09-01 10:42:41,373 DEBUG: View 3 : 0.631016042781
+2016-09-01 10:42:41,415 DEBUG: Best view : View1
+2016-09-01 10:42:41,562 DEBUG: Start: Iteration 3
+2016-09-01 10:42:41,569 DEBUG: View 0 : 0.663101604278
+2016-09-01 10:42:41,577 DEBUG: View 1 : 0.689839572193
+2016-09-01 10:42:41,584 DEBUG: View 2 : 0.679144385027
+2016-09-01 10:42:41,591 DEBUG: View 3 : 0.631016042781
+2016-09-01 10:42:41,636 DEBUG: Best view : View1
+2016-09-01 10:42:41,852 INFO: Start: Classification
+2016-09-01 10:42:42,196 INFO: Done: Fold number 3
+2016-09-01 10:42:42,196 INFO: Start: Fold number 4
+2016-09-01 10:42:42,227 DEBUG: Start: Iteration 1
+2016-09-01 10:42:42,234 DEBUG: View 0 : 0.538461538462
+2016-09-01 10:42:42,241 DEBUG: View 1 : 0.543956043956
+2016-09-01 10:42:42,248 DEBUG: View 2 : 0.527472527473
+2016-09-01 10:42:42,255 DEBUG: View 3 : 0.532967032967
+2016-09-01 10:42:42,289 DEBUG: Best view : View1
+2016-09-01 10:42:42,367 DEBUG: Start: Iteration 2
+2016-09-01 10:42:42,374 DEBUG: View 0 : 0.648351648352
+2016-09-01 10:42:42,381 DEBUG: View 1 : 0.664835164835
+2016-09-01 10:42:42,389 DEBUG: View 2 : 0.626373626374
+2016-09-01 10:42:42,396 DEBUG: View 3 : 0.692307692308
+2016-09-01 10:42:42,437 DEBUG: Best view : View3
+2016-09-01 10:42:42,580 DEBUG: Start: Iteration 3
+2016-09-01 10:42:42,587 DEBUG: View 0 : 0.648351648352
+2016-09-01 10:42:42,595 DEBUG: View 1 : 0.664835164835
+2016-09-01 10:42:42,602 DEBUG: View 2 : 0.626373626374
+2016-09-01 10:42:42,609 DEBUG: View 3 : 0.692307692308
+2016-09-01 10:42:42,653 DEBUG: Best view : View3
+2016-09-01 10:42:42,863 INFO: Start: Classification
+2016-09-01 10:42:43,201 INFO: Done: Fold number 4
+2016-09-01 10:42:43,201 INFO: Start: Fold number 5
+2016-09-01 10:42:43,233 DEBUG: Start: Iteration 1
+2016-09-01 10:42:43,240 DEBUG: View 0 : 0.497237569061
+2016-09-01 10:42:43,247 DEBUG: View 1 : 0.530386740331
+2016-09-01 10:42:43,253 DEBUG: View 2 : 0.519337016575
+2016-09-01 10:42:43,261 DEBUG: View 3 : 0.524861878453
+2016-09-01 10:42:43,295 DEBUG: Best view : View0
+2016-09-01 10:42:43,372 DEBUG: Start: Iteration 2
+2016-09-01 10:42:43,378 DEBUG: View 0 : 0.674033149171
+2016-09-01 10:42:43,386 DEBUG: View 1 : 0.67955801105
+2016-09-01 10:42:43,393 DEBUG: View 2 : 0.696132596685
+2016-09-01 10:42:43,400 DEBUG: View 3 : 0.662983425414
+2016-09-01 10:42:43,441 DEBUG: Best view : View2
+2016-09-01 10:42:43,584 DEBUG: Start: Iteration 3
+2016-09-01 10:42:43,591 DEBUG: View 0 : 0.674033149171
+2016-09-01 10:42:43,599 DEBUG: View 1 : 0.67955801105
+2016-09-01 10:42:43,606 DEBUG: View 2 : 0.696132596685
+2016-09-01 10:42:43,613 DEBUG: View 3 : 0.662983425414
+2016-09-01 10:42:43,658 DEBUG: Best view : View2
+2016-09-01 10:42:43,866 INFO: Start: Classification
+2016-09-01 10:42:44,203 INFO: Done: Fold number 5
+2016-09-01 10:42:44,203 INFO: Done: Classification
+2016-09-01 10:42:44,203 INFO: Info: Time for Classification: 5[s]
+2016-09-01 10:42:44,203 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-104321-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-104321-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..465d82e3
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-104321-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,126 @@
+2016-09-01 10:43:21,594 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:43:21,596 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:43:21,596 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:43:21,596 INFO: Info: Shape of View0 :(300, 13)
+2016-09-01 10:43:21,597 INFO: Info: Shape of View1 :(300, 5)
+2016-09-01 10:43:21,597 INFO: Info: Shape of View2 :(300, 8)
+2016-09-01 10:43:21,598 INFO: Info: Shape of View3 :(300, 14)
+2016-09-01 10:43:21,598 INFO: Done: Read Database Files
+2016-09-01 10:43:21,598 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:43:21,601 INFO: Done: Determine validation split
+2016-09-01 10:43:21,602 INFO: Start: Determine 5 folds
+2016-09-01 10:43:21,608 INFO: Info: Length of Learning Sets: 170
+2016-09-01 10:43:21,608 INFO: Info: Length of Testing Sets: 41
+2016-09-01 10:43:21,608 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:43:21,608 INFO: Done: Determine folds
+2016-09-01 10:43:21,608 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:43:21,609 INFO: Start: Fold number 1
+2016-09-01 10:43:21,641 DEBUG: Start: Iteration 1
+2016-09-01 10:43:21,648 DEBUG: View 0 : 0.483870967742
+2016-09-01 10:43:21,655 DEBUG: View 1 : 0.483870967742
+2016-09-01 10:43:21,662 DEBUG: View 2 : 0.483870967742
+2016-09-01 10:43:21,669 DEBUG: View 3 : 0.483870967742
+2016-09-01 10:43:21,669 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:43:21,704 DEBUG: Best view : View0
+2016-09-01 10:43:21,784 DEBUG: Start: Iteration 2
+2016-09-01 10:43:21,791 DEBUG: View 0 : 0.672043010753
+2016-09-01 10:43:21,799 DEBUG: View 1 : 0.602150537634
+2016-09-01 10:43:21,806 DEBUG: View 2 : 0.612903225806
+2016-09-01 10:43:21,813 DEBUG: View 3 : 0.639784946237
+2016-09-01 10:43:21,854 DEBUG: Best view : View0
+2016-09-01 10:43:22,005 DEBUG: Start: Iteration 3
+2016-09-01 10:43:22,014 DEBUG: View 0 : 0.672043010753
+2016-09-01 10:43:22,022 DEBUG: View 1 : 0.602150537634
+2016-09-01 10:43:22,029 DEBUG: View 2 : 0.612903225806
+2016-09-01 10:43:22,037 DEBUG: View 3 : 0.639784946237
+2016-09-01 10:43:22,082 DEBUG: Best view : View0
+2016-09-01 10:43:22,297 INFO: Start: Classification
+2016-09-01 10:43:22,643 INFO: Done: Fold number 1
+2016-09-01 10:43:22,643 INFO: Start: Fold number 2
+2016-09-01 10:43:22,675 DEBUG: Start: Iteration 1
+2016-09-01 10:43:22,681 DEBUG: View 0 : 0.486338797814
+2016-09-01 10:43:22,688 DEBUG: View 1 : 0.486338797814
+2016-09-01 10:43:22,695 DEBUG: View 2 : 0.486338797814
+2016-09-01 10:43:22,701 DEBUG: View 3 : 0.486338797814
+2016-09-01 10:43:22,702 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:43:22,736 DEBUG: Best view : View0
+2016-09-01 10:43:22,815 DEBUG: Start: Iteration 2
+2016-09-01 10:43:22,822 DEBUG: View 0 : 0.715846994536
+2016-09-01 10:43:22,830 DEBUG: View 1 : 0.606557377049
+2016-09-01 10:43:22,837 DEBUG: View 2 : 0.595628415301
+2016-09-01 10:43:22,844 DEBUG: View 3 : 0.628415300546
+2016-09-01 10:43:22,885 DEBUG: Best view : View0
+2016-09-01 10:43:23,030 DEBUG: Start: Iteration 3
+2016-09-01 10:43:23,038 DEBUG: View 0 : 0.715846994536
+2016-09-01 10:43:23,046 DEBUG: View 1 : 0.606557377049
+2016-09-01 10:43:23,053 DEBUG: View 2 : 0.595628415301
+2016-09-01 10:43:23,061 DEBUG: View 3 : 0.628415300546
+2016-09-01 10:43:23,105 DEBUG: Best view : View0
+2016-09-01 10:43:23,318 INFO: Start: Classification
+2016-09-01 10:43:23,659 INFO: Done: Fold number 2
+2016-09-01 10:43:23,659 INFO: Start: Fold number 3
+2016-09-01 10:43:23,690 DEBUG: Start: Iteration 1
+2016-09-01 10:43:23,697 DEBUG: View 0 : 0.52808988764
+2016-09-01 10:43:23,704 DEBUG: View 1 : 0.561797752809
+2016-09-01 10:43:23,710 DEBUG: View 2 : 0.511235955056
+2016-09-01 10:43:23,717 DEBUG: View 3 : 0.533707865169
+2016-09-01 10:43:23,751 DEBUG: Best view : View0
+2016-09-01 10:43:23,827 DEBUG: Start: Iteration 2
+2016-09-01 10:43:23,834 DEBUG: View 0 : 0.584269662921
+2016-09-01 10:43:23,841 DEBUG: View 1 : 0.589887640449
+2016-09-01 10:43:23,848 DEBUG: View 2 : 0.623595505618
+2016-09-01 10:43:23,855 DEBUG: View 3 : 0.691011235955
+2016-09-01 10:43:23,895 DEBUG: Best view : View3
+2016-09-01 10:43:24,036 DEBUG: Start: Iteration 3
+2016-09-01 10:43:24,043 DEBUG: View 0 : 0.595505617978
+2016-09-01 10:43:24,050 DEBUG: View 1 : 0.61797752809
+2016-09-01 10:43:24,057 DEBUG: View 2 : 0.52808988764
+2016-09-01 10:43:24,064 DEBUG: View 3 : 0.691011235955
+2016-09-01 10:43:24,107 DEBUG: Best view : View3
+2016-09-01 10:43:24,312 INFO: Start: Classification
+2016-09-01 10:43:24,648 INFO: Done: Fold number 3
+2016-09-01 10:43:24,648 INFO: Start: Fold number 4
+2016-09-01 10:43:24,680 DEBUG: Start: Iteration 1
+2016-09-01 10:43:24,686 DEBUG: View 0 : 0.513661202186
+2016-09-01 10:43:24,693 DEBUG: View 1 : 0.513661202186
+2016-09-01 10:43:24,699 DEBUG: View 2 : 0.513661202186
+2016-09-01 10:43:24,706 DEBUG: View 3 : 0.513661202186
+2016-09-01 10:43:24,739 DEBUG: Best view : View0
+2016-09-01 10:43:24,818 DEBUG: Start: Iteration 2
+2016-09-01 10:43:24,825 DEBUG: View 0 : 0.628415300546
+2016-09-01 10:43:24,832 DEBUG: View 1 : 0.584699453552
+2016-09-01 10:43:24,839 DEBUG: View 2 : 0.672131147541
+2016-09-01 10:43:24,846 DEBUG: View 3 : 0.661202185792
+2016-09-01 10:43:24,886 DEBUG: Best view : View2
+2016-09-01 10:43:25,031 DEBUG: Start: Iteration 3
+2016-09-01 10:43:25,038 DEBUG: View 0 : 0.628415300546
+2016-09-01 10:43:25,046 DEBUG: View 1 : 0.584699453552
+2016-09-01 10:43:25,052 DEBUG: View 2 : 0.672131147541
+2016-09-01 10:43:25,060 DEBUG: View 3 : 0.661202185792
+2016-09-01 10:43:25,104 DEBUG: Best view : View2
+2016-09-01 10:43:25,314 INFO: Start: Classification
+2016-09-01 10:43:25,654 INFO: Done: Fold number 4
+2016-09-01 10:43:25,655 INFO: Start: Fold number 5
+2016-09-01 10:43:25,685 DEBUG: Start: Iteration 1
+2016-09-01 10:43:25,692 DEBUG: View 0 : 0.516483516484
+2016-09-01 10:43:25,698 DEBUG: View 1 : 0.516483516484
+2016-09-01 10:43:25,705 DEBUG: View 2 : 0.516483516484
+2016-09-01 10:43:25,711 DEBUG: View 3 : 0.516483516484
+2016-09-01 10:43:25,745 DEBUG: Best view : View0
+2016-09-01 10:43:25,823 DEBUG: Start: Iteration 2
+2016-09-01 10:43:25,829 DEBUG: View 0 : 0.67032967033
+2016-09-01 10:43:25,836 DEBUG: View 1 : 0.620879120879
+2016-09-01 10:43:25,843 DEBUG: View 2 : 0.697802197802
+2016-09-01 10:43:25,850 DEBUG: View 3 : 0.67032967033
+2016-09-01 10:43:25,891 DEBUG: Best view : View2
+2016-09-01 10:43:26,035 DEBUG: Start: Iteration 3
+2016-09-01 10:43:26,042 DEBUG: View 0 : 0.67032967033
+2016-09-01 10:43:26,048 DEBUG: View 1 : 0.620879120879
+2016-09-01 10:43:26,055 DEBUG: View 2 : 0.697802197802
+2016-09-01 10:43:26,062 DEBUG: View 3 : 0.67032967033
+2016-09-01 10:43:26,106 DEBUG: Best view : View2
+2016-09-01 10:43:26,322 INFO: Start: Classification
+2016-09-01 10:43:26,660 INFO: Done: Fold number 5
+2016-09-01 10:43:26,661 INFO: Done: Classification
+2016-09-01 10:43:26,661 INFO: Info: Time for Classification: 5[s]
+2016-09-01 10:43:26,661 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-104356-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-104356-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..4dd15b3c
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-104356-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,124 @@
+2016-09-01 10:43:56,544 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:43:56,546 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:43:56,546 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:43:56,546 INFO: Info: Shape of View0 :(300, 19)
+2016-09-01 10:43:56,547 INFO: Info: Shape of View1 :(300, 19)
+2016-09-01 10:43:56,547 INFO: Info: Shape of View2 :(300, 10)
+2016-09-01 10:43:56,548 INFO: Info: Shape of View3 :(300, 15)
+2016-09-01 10:43:56,548 INFO: Done: Read Database Files
+2016-09-01 10:43:56,548 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:43:56,551 INFO: Done: Determine validation split
+2016-09-01 10:43:56,551 INFO: Start: Determine 5 folds
+2016-09-01 10:43:56,559 INFO: Info: Length of Learning Sets: 168
+2016-09-01 10:43:56,559 INFO: Info: Length of Testing Sets: 42
+2016-09-01 10:43:56,559 INFO: Info: Length of Validation Set: 90
+2016-09-01 10:43:56,559 INFO: Done: Determine folds
+2016-09-01 10:43:56,559 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:43:56,559 INFO: Start: Fold number 1
+2016-09-01 10:43:56,590 DEBUG: Start: Iteration 1
+2016-09-01 10:43:56,597 DEBUG: View 0 : 0.475138121547
+2016-09-01 10:43:56,604 DEBUG: View 1 : 0.447513812155
+2016-09-01 10:43:56,610 DEBUG: View 2 : 0.480662983425
+2016-09-01 10:43:56,617 DEBUG: View 3 : 0.569060773481
+2016-09-01 10:43:56,651 DEBUG: Best view : View0
+2016-09-01 10:43:56,729 DEBUG: Start: Iteration 2
+2016-09-01 10:43:56,737 DEBUG: View 0 : 0.668508287293
+2016-09-01 10:43:56,744 DEBUG: View 1 : 0.745856353591
+2016-09-01 10:43:56,751 DEBUG: View 2 : 0.71270718232
+2016-09-01 10:43:56,758 DEBUG: View 3 : 0.674033149171
+2016-09-01 10:43:56,799 DEBUG: Best view : View1
+2016-09-01 10:43:56,945 DEBUG: Start: Iteration 3
+2016-09-01 10:43:56,958 DEBUG: View 0 : 0.668508287293
+2016-09-01 10:43:56,966 DEBUG: View 1 : 0.745856353591
+2016-09-01 10:43:56,973 DEBUG: View 2 : 0.71270718232
+2016-09-01 10:43:56,980 DEBUG: View 3 : 0.674033149171
+2016-09-01 10:43:57,024 DEBUG: Best view : View1
+2016-09-01 10:43:57,232 INFO: Start: Classification
+2016-09-01 10:43:57,577 INFO: Done: Fold number 1
+2016-09-01 10:43:57,577 INFO: Start: Fold number 2
+2016-09-01 10:43:57,609 DEBUG: Start: Iteration 1
+2016-09-01 10:43:57,616 DEBUG: View 0 : 0.480225988701
+2016-09-01 10:43:57,623 DEBUG: View 1 : 0.514124293785
+2016-09-01 10:43:57,629 DEBUG: View 2 : 0.525423728814
+2016-09-01 10:43:57,636 DEBUG: View 3 : 0.497175141243
+2016-09-01 10:43:57,669 DEBUG: Best view : View0
+2016-09-01 10:43:57,745 DEBUG: Start: Iteration 2
+2016-09-01 10:43:57,752 DEBUG: View 0 : 0.689265536723
+2016-09-01 10:43:57,760 DEBUG: View 1 : 0.717514124294
+2016-09-01 10:43:57,767 DEBUG: View 2 : 0.604519774011
+2016-09-01 10:43:57,774 DEBUG: View 3 : 0.683615819209
+2016-09-01 10:43:57,813 DEBUG: Best view : View1
+2016-09-01 10:43:57,953 DEBUG: Start: Iteration 3
+2016-09-01 10:43:57,960 DEBUG: View 0 : 0.689265536723
+2016-09-01 10:43:57,968 DEBUG: View 1 : 0.717514124294
+2016-09-01 10:43:57,975 DEBUG: View 2 : 0.604519774011
+2016-09-01 10:43:57,982 DEBUG: View 3 : 0.683615819209
+2016-09-01 10:43:58,033 DEBUG: Best view : View1
+2016-09-01 10:43:58,238 INFO: Start: Classification
+2016-09-01 10:43:58,573 INFO: Done: Fold number 2
+2016-09-01 10:43:58,573 INFO: Start: Fold number 3
+2016-09-01 10:43:58,605 DEBUG: Start: Iteration 1
+2016-09-01 10:43:58,612 DEBUG: View 0 : 0.532608695652
+2016-09-01 10:43:58,619 DEBUG: View 1 : 0.54347826087
+2016-09-01 10:43:58,625 DEBUG: View 2 : 0.489130434783
+2016-09-01 10:43:58,632 DEBUG: View 3 : 0.532608695652
+2016-09-01 10:43:58,666 DEBUG: Best view : View3
+2016-09-01 10:43:58,745 DEBUG: Start: Iteration 2
+2016-09-01 10:43:58,752 DEBUG: View 0 : 0.646739130435
+2016-09-01 10:43:58,760 DEBUG: View 1 : 0.733695652174
+2016-09-01 10:43:58,767 DEBUG: View 2 : 0.690217391304
+2016-09-01 10:43:58,775 DEBUG: View 3 : 0.717391304348
+2016-09-01 10:43:58,815 DEBUG: Best view : View1
+2016-09-01 10:43:58,961 DEBUG: Start: Iteration 3
+2016-09-01 10:43:58,968 DEBUG: View 0 : 0.646739130435
+2016-09-01 10:43:58,976 DEBUG: View 1 : 0.733695652174
+2016-09-01 10:43:58,983 DEBUG: View 2 : 0.690217391304
+2016-09-01 10:43:58,990 DEBUG: View 3 : 0.717391304348
+2016-09-01 10:43:59,034 DEBUG: Best view : View1
+2016-09-01 10:43:59,246 INFO: Start: Classification
+2016-09-01 10:43:59,598 INFO: Done: Fold number 3
+2016-09-01 10:43:59,598 INFO: Start: Fold number 4
+2016-09-01 10:43:59,629 DEBUG: Start: Iteration 1
+2016-09-01 10:43:59,636 DEBUG: View 0 : 0.558659217877
+2016-09-01 10:43:59,643 DEBUG: View 1 : 0.497206703911
+2016-09-01 10:43:59,650 DEBUG: View 2 : 0.480446927374
+2016-09-01 10:43:59,658 DEBUG: View 3 : 0.469273743017
+2016-09-01 10:43:59,691 DEBUG: Best view : View1
+2016-09-01 10:43:59,770 DEBUG: Start: Iteration 2
+2016-09-01 10:43:59,778 DEBUG: View 0 : 0.625698324022
+2016-09-01 10:43:59,786 DEBUG: View 1 : 0.737430167598
+2016-09-01 10:43:59,793 DEBUG: View 2 : 0.68156424581
+2016-09-01 10:43:59,801 DEBUG: View 3 : 0.731843575419
+2016-09-01 10:43:59,841 DEBUG: Best view : View1
+2016-09-01 10:43:59,983 DEBUG: Start: Iteration 3
+2016-09-01 10:43:59,991 DEBUG: View 0 : 0.664804469274
+2016-09-01 10:43:59,999 DEBUG: View 1 : 0.737430167598
+2016-09-01 10:44:00,006 DEBUG: View 2 : 0.68156424581
+2016-09-01 10:44:00,014 DEBUG: View 3 : 0.731843575419
+2016-09-01 10:44:00,056 DEBUG: Best view : View1
+2016-09-01 10:44:00,268 INFO: Start: Classification
+2016-09-01 10:44:00,607 INFO: Done: Fold number 4
+2016-09-01 10:44:00,607 INFO: Start: Fold number 5
+2016-09-01 10:44:00,638 DEBUG: Start: Iteration 1
+2016-09-01 10:44:00,645 DEBUG: View 0 : 0.461538461538
+2016-09-01 10:44:00,652 DEBUG: View 1 : 0.461538461538
+2016-09-01 10:44:00,659 DEBUG: View 2 : 0.516483516484
+2016-09-01 10:44:00,666 DEBUG: View 3 : 0.494505494505
+2016-09-01 10:44:00,700 DEBUG: Best view : View1
+2016-09-01 10:44:00,779 DEBUG: Start: Iteration 2
+2016-09-01 10:44:00,786 DEBUG: View 0 : 0.741758241758
+2016-09-01 10:44:00,794 DEBUG: View 1 : 0.681318681319
+2016-09-01 10:44:00,801 DEBUG: View 2 : 0.692307692308
+2016-09-01 10:44:00,809 DEBUG: View 3 : 0.758241758242
+2016-09-01 10:44:00,849 DEBUG: Best view : View3
+2016-09-01 10:44:00,994 DEBUG: Start: Iteration 3
+2016-09-01 10:44:01,001 DEBUG: View 0 : 0.741758241758
+2016-09-01 10:44:01,009 DEBUG: View 1 : 0.681318681319
+2016-09-01 10:44:01,016 DEBUG: View 2 : 0.692307692308
+2016-09-01 10:44:01,024 DEBUG: View 3 : 0.758241758242
+2016-09-01 10:44:01,069 DEBUG: Best view : View3
+2016-09-01 10:44:01,281 INFO: Start: Classification
+2016-09-01 10:44:01,622 INFO: Done: Fold number 5
+2016-09-01 10:44:01,622 INFO: Done: Classification
+2016-09-01 10:44:01,622 INFO: Info: Time for Classification: 5[s]
+2016-09-01 10:44:01,622 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-104506-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-104506-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..f673446f
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-104506-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,124 @@
+2016-09-01 10:45:06,090 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:45:06,091 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:45:06,092 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:45:06,092 INFO: Info: Shape of View0 :(300, 15)
+2016-09-01 10:45:06,092 INFO: Info: Shape of View1 :(300, 18)
+2016-09-01 10:45:06,093 INFO: Info: Shape of View2 :(300, 5)
+2016-09-01 10:45:06,093 INFO: Info: Shape of View3 :(300, 17)
+2016-09-01 10:45:06,093 INFO: Done: Read Database Files
+2016-09-01 10:45:06,093 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:45:06,097 INFO: Done: Determine validation split
+2016-09-01 10:45:06,097 INFO: Start: Determine 5 folds
+2016-09-01 10:45:06,104 INFO: Info: Length of Learning Sets: 169
+2016-09-01 10:45:06,104 INFO: Info: Length of Testing Sets: 42
+2016-09-01 10:45:06,104 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:45:06,104 INFO: Done: Determine folds
+2016-09-01 10:45:06,104 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:45:06,104 INFO: Start: Fold number 1
+2016-09-01 10:45:06,136 DEBUG: Start: Iteration 1
+2016-09-01 10:45:06,143 DEBUG: View 0 : 0.468926553672
+2016-09-01 10:45:06,151 DEBUG: View 1 : 0.542372881356
+2016-09-01 10:45:06,158 DEBUG: View 2 : 0.576271186441
+2016-09-01 10:45:06,165 DEBUG: View 3 : 0.519774011299
+2016-09-01 10:45:06,200 DEBUG: Best view : View3
+2016-09-01 10:45:06,282 DEBUG: Start: Iteration 2
+2016-09-01 10:45:06,289 DEBUG: View 0 : 0.723163841808
+2016-09-01 10:45:06,297 DEBUG: View 1 : 0.700564971751
+2016-09-01 10:45:06,303 DEBUG: View 2 : 0.661016949153
+2016-09-01 10:45:06,310 DEBUG: View 3 : 0.762711864407
+2016-09-01 10:45:06,351 DEBUG: Best view : View3
+2016-09-01 10:45:06,495 DEBUG: Start: Iteration 3
+2016-09-01 10:45:06,507 DEBUG: View 0 : 0.723163841808
+2016-09-01 10:45:06,514 DEBUG: View 1 : 0.700564971751
+2016-09-01 10:45:06,521 DEBUG: View 2 : 0.661016949153
+2016-09-01 10:45:06,528 DEBUG: View 3 : 0.762711864407
+2016-09-01 10:45:06,571 DEBUG: Best view : View3
+2016-09-01 10:45:06,774 INFO: Start: Classification
+2016-09-01 10:45:07,108 INFO: Done: Fold number 1
+2016-09-01 10:45:07,108 INFO: Start: Fold number 2
+2016-09-01 10:45:07,139 DEBUG: Start: Iteration 1
+2016-09-01 10:45:07,145 DEBUG: View 0 : 0.446927374302
+2016-09-01 10:45:07,152 DEBUG: View 1 : 0.541899441341
+2016-09-01 10:45:07,158 DEBUG: View 2 : 0.525139664804
+2016-09-01 10:45:07,165 DEBUG: View 3 : 0.558659217877
+2016-09-01 10:45:07,199 DEBUG: Best view : View3
+2016-09-01 10:45:07,275 DEBUG: Start: Iteration 2
+2016-09-01 10:45:07,282 DEBUG: View 0 : 0.720670391061
+2016-09-01 10:45:07,290 DEBUG: View 1 : 0.664804469274
+2016-09-01 10:45:07,297 DEBUG: View 2 : 0.72625698324
+2016-09-01 10:45:07,304 DEBUG: View 3 : 0.776536312849
+2016-09-01 10:45:07,344 DEBUG: Best view : View3
+2016-09-01 10:45:07,486 DEBUG: Start: Iteration 3
+2016-09-01 10:45:07,493 DEBUG: View 0 : 0.720670391061
+2016-09-01 10:45:07,500 DEBUG: View 1 : 0.664804469274
+2016-09-01 10:45:07,507 DEBUG: View 2 : 0.72625698324
+2016-09-01 10:45:07,514 DEBUG: View 3 : 0.776536312849
+2016-09-01 10:45:07,558 DEBUG: Best view : View3
+2016-09-01 10:45:07,764 INFO: Start: Classification
+2016-09-01 10:45:08,106 INFO: Done: Fold number 2
+2016-09-01 10:45:08,106 INFO: Start: Fold number 3
+2016-09-01 10:45:08,137 DEBUG: Start: Iteration 1
+2016-09-01 10:45:08,144 DEBUG: View 0 : 0.505494505495
+2016-09-01 10:45:08,150 DEBUG: View 1 : 0.494505494505
+2016-09-01 10:45:08,157 DEBUG: View 2 : 0.527472527473
+2016-09-01 10:45:08,164 DEBUG: View 3 : 0.450549450549
+2016-09-01 10:45:08,198 DEBUG: Best view : View0
+2016-09-01 10:45:08,277 DEBUG: Start: Iteration 2
+2016-09-01 10:45:08,284 DEBUG: View 0 : 0.736263736264
+2016-09-01 10:45:08,292 DEBUG: View 1 : 0.703296703297
+2016-09-01 10:45:08,298 DEBUG: View 2 : 0.697802197802
+2016-09-01 10:45:08,306 DEBUG: View 3 : 0.741758241758
+2016-09-01 10:45:08,347 DEBUG: Best view : View3
+2016-09-01 10:45:08,490 DEBUG: Start: Iteration 3
+2016-09-01 10:45:08,497 DEBUG: View 0 : 0.736263736264
+2016-09-01 10:45:08,505 DEBUG: View 1 : 0.703296703297
+2016-09-01 10:45:08,512 DEBUG: View 2 : 0.697802197802
+2016-09-01 10:45:08,520 DEBUG: View 3 : 0.741758241758
+2016-09-01 10:45:08,563 DEBUG: Best view : View3
+2016-09-01 10:45:08,772 INFO: Start: Classification
+2016-09-01 10:45:09,111 INFO: Done: Fold number 3
+2016-09-01 10:45:09,111 INFO: Start: Fold number 4
+2016-09-01 10:45:09,142 DEBUG: Start: Iteration 1
+2016-09-01 10:45:09,149 DEBUG: View 0 : 0.532967032967
+2016-09-01 10:45:09,155 DEBUG: View 1 : 0.467032967033
+2016-09-01 10:45:09,162 DEBUG: View 2 : 0.516483516484
+2016-09-01 10:45:09,169 DEBUG: View 3 : 0.516483516484
+2016-09-01 10:45:09,203 DEBUG: Best view : View0
+2016-09-01 10:45:09,281 DEBUG: Start: Iteration 2
+2016-09-01 10:45:09,288 DEBUG: View 0 : 0.730769230769
+2016-09-01 10:45:09,295 DEBUG: View 1 : 0.692307692308
+2016-09-01 10:45:09,302 DEBUG: View 2 : 0.708791208791
+2016-09-01 10:45:09,309 DEBUG: View 3 : 0.736263736264
+2016-09-01 10:45:09,351 DEBUG: Best view : View3
+2016-09-01 10:45:09,495 DEBUG: Start: Iteration 3
+2016-09-01 10:45:09,502 DEBUG: View 0 : 0.730769230769
+2016-09-01 10:45:09,510 DEBUG: View 1 : 0.692307692308
+2016-09-01 10:45:09,517 DEBUG: View 2 : 0.708791208791
+2016-09-01 10:45:09,524 DEBUG: View 3 : 0.736263736264
+2016-09-01 10:45:09,568 DEBUG: Best view : View3
+2016-09-01 10:45:09,777 INFO: Start: Classification
+2016-09-01 10:45:10,117 INFO: Done: Fold number 4
+2016-09-01 10:45:10,117 INFO: Start: Fold number 5
+2016-09-01 10:45:10,149 DEBUG: Start: Iteration 1
+2016-09-01 10:45:10,156 DEBUG: View 0 : 0.55
+2016-09-01 10:45:10,163 DEBUG: View 1 : 0.538888888889
+2016-09-01 10:45:10,169 DEBUG: View 2 : 0.505555555556
+2016-09-01 10:45:10,176 DEBUG: View 3 : 0.461111111111
+2016-09-01 10:45:10,210 DEBUG: Best view : View0
+2016-09-01 10:45:10,287 DEBUG: Start: Iteration 2
+2016-09-01 10:45:10,294 DEBUG: View 0 : 0.738888888889
+2016-09-01 10:45:10,302 DEBUG: View 1 : 0.722222222222
+2016-09-01 10:45:10,309 DEBUG: View 2 : 0.7
+2016-09-01 10:45:10,317 DEBUG: View 3 : 0.75
+2016-09-01 10:45:10,357 DEBUG: Best view : View3
+2016-09-01 10:45:10,499 DEBUG: Start: Iteration 3
+2016-09-01 10:45:10,506 DEBUG: View 0 : 0.738888888889
+2016-09-01 10:45:10,520 DEBUG: View 1 : 0.722222222222
+2016-09-01 10:45:10,529 DEBUG: View 2 : 0.7
+2016-09-01 10:45:10,536 DEBUG: View 3 : 0.75
+2016-09-01 10:45:10,579 DEBUG: Best view : View3
+2016-09-01 10:45:10,786 INFO: Start: Classification
+2016-09-01 10:45:11,128 INFO: Done: Fold number 5
+2016-09-01 10:45:11,128 INFO: Done: Classification
+2016-09-01 10:45:11,128 INFO: Info: Time for Classification: 5[s]
+2016-09-01 10:45:11,128 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-104608-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-104608-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..e34766cd
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-104608-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,126 @@
+2016-09-01 10:46:08,502 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:46:08,504 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:46:08,504 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:46:08,505 INFO: Info: Shape of View0 :(300, 15)
+2016-09-01 10:46:08,505 INFO: Info: Shape of View1 :(300, 18)
+2016-09-01 10:46:08,506 INFO: Info: Shape of View2 :(300, 18)
+2016-09-01 10:46:08,506 INFO: Info: Shape of View3 :(300, 10)
+2016-09-01 10:46:08,506 INFO: Done: Read Database Files
+2016-09-01 10:46:08,507 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:46:08,510 INFO: Done: Determine validation split
+2016-09-01 10:46:08,510 INFO: Start: Determine 5 folds
+2016-09-01 10:46:08,518 INFO: Info: Length of Learning Sets: 170
+2016-09-01 10:46:08,518 INFO: Info: Length of Testing Sets: 41
+2016-09-01 10:46:08,518 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:46:08,518 INFO: Done: Determine folds
+2016-09-01 10:46:08,518 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:46:08,519 INFO: Start: Fold number 1
+2016-09-01 10:46:08,552 DEBUG: Start: Iteration 1
+2016-09-01 10:46:08,560 DEBUG: View 0 : 0.53591160221
+2016-09-01 10:46:08,567 DEBUG: View 1 : 0.53591160221
+2016-09-01 10:46:08,574 DEBUG: View 2 : 0.53591160221
+2016-09-01 10:46:08,581 DEBUG: View 3 : 0.53591160221
+2016-09-01 10:46:08,617 DEBUG: Best view : View0
+2016-09-01 10:46:08,699 DEBUG: Start: Iteration 2
+2016-09-01 10:46:08,706 DEBUG: View 0 : 0.629834254144
+2016-09-01 10:46:08,714 DEBUG: View 1 : 0.662983425414
+2016-09-01 10:46:08,723 DEBUG: View 2 : 0.646408839779
+2016-09-01 10:46:08,730 DEBUG: View 3 : 0.668508287293
+2016-09-01 10:46:08,772 DEBUG: Best view : View3
+2016-09-01 10:46:08,922 DEBUG: Start: Iteration 3
+2016-09-01 10:46:08,934 DEBUG: View 0 : 0.629834254144
+2016-09-01 10:46:08,946 DEBUG: View 1 : 0.662983425414
+2016-09-01 10:46:08,958 DEBUG: View 2 : 0.646408839779
+2016-09-01 10:46:08,970 DEBUG: View 3 : 0.668508287293
+2016-09-01 10:46:09,017 DEBUG: Best view : View3
+2016-09-01 10:46:09,225 INFO: Start: Classification
+2016-09-01 10:46:09,560 INFO: Done: Fold number 1
+2016-09-01 10:46:09,560 INFO: Start: Fold number 2
+2016-09-01 10:46:09,591 DEBUG: Start: Iteration 1
+2016-09-01 10:46:09,598 DEBUG: View 0 : 0.475138121547
+2016-09-01 10:46:09,604 DEBUG: View 1 : 0.475138121547
+2016-09-01 10:46:09,611 DEBUG: View 2 : 0.475138121547
+2016-09-01 10:46:09,617 DEBUG: View 3 : 0.475138121547
+2016-09-01 10:46:09,617 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:46:09,650 DEBUG: Best view : View0
+2016-09-01 10:46:09,727 DEBUG: Start: Iteration 2
+2016-09-01 10:46:09,735 DEBUG: View 0 : 0.71270718232
+2016-09-01 10:46:09,742 DEBUG: View 1 : 0.67955801105
+2016-09-01 10:46:09,749 DEBUG: View 2 : 0.640883977901
+2016-09-01 10:46:09,757 DEBUG: View 3 : 0.67955801105
+2016-09-01 10:46:09,796 DEBUG: Best view : View0
+2016-09-01 10:46:09,939 DEBUG: Start: Iteration 3
+2016-09-01 10:46:09,946 DEBUG: View 0 : 0.71270718232
+2016-09-01 10:46:09,953 DEBUG: View 1 : 0.67955801105
+2016-09-01 10:46:09,961 DEBUG: View 2 : 0.640883977901
+2016-09-01 10:46:09,968 DEBUG: View 3 : 0.67955801105
+2016-09-01 10:46:10,012 DEBUG: Best view : View0
+2016-09-01 10:46:10,219 INFO: Start: Classification
+2016-09-01 10:46:10,555 INFO: Done: Fold number 2
+2016-09-01 10:46:10,555 INFO: Start: Fold number 3
+2016-09-01 10:46:10,585 DEBUG: Start: Iteration 1
+2016-09-01 10:46:10,592 DEBUG: View 0 : 0.463687150838
+2016-09-01 10:46:10,598 DEBUG: View 1 : 0.463687150838
+2016-09-01 10:46:10,604 DEBUG: View 2 : 0.463687150838
+2016-09-01 10:46:10,611 DEBUG: View 3 : 0.463687150838
+2016-09-01 10:46:10,611 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:46:10,643 DEBUG: Best view : View0
+2016-09-01 10:46:10,721 DEBUG: Start: Iteration 2
+2016-09-01 10:46:10,728 DEBUG: View 0 : 0.709497206704
+2016-09-01 10:46:10,736 DEBUG: View 1 : 0.653631284916
+2016-09-01 10:46:10,743 DEBUG: View 2 : 0.653631284916
+2016-09-01 10:46:10,750 DEBUG: View 3 : 0.670391061453
+2016-09-01 10:46:10,789 DEBUG: Best view : View0
+2016-09-01 10:46:10,930 DEBUG: Start: Iteration 3
+2016-09-01 10:46:10,937 DEBUG: View 0 : 0.709497206704
+2016-09-01 10:46:10,945 DEBUG: View 1 : 0.653631284916
+2016-09-01 10:46:10,952 DEBUG: View 2 : 0.653631284916
+2016-09-01 10:46:10,959 DEBUG: View 3 : 0.670391061453
+2016-09-01 10:46:11,002 DEBUG: Best view : View0
+2016-09-01 10:46:11,207 INFO: Start: Classification
+2016-09-01 10:46:11,542 INFO: Done: Fold number 3
+2016-09-01 10:46:11,542 INFO: Start: Fold number 4
+2016-09-01 10:46:11,573 DEBUG: Start: Iteration 1
+2016-09-01 10:46:11,579 DEBUG: View 0 : 0.546448087432
+2016-09-01 10:46:11,586 DEBUG: View 1 : 0.546448087432
+2016-09-01 10:46:11,593 DEBUG: View 2 : 0.546448087432
+2016-09-01 10:46:11,599 DEBUG: View 3 : 0.546448087432
+2016-09-01 10:46:11,633 DEBUG: Best view : View0
+2016-09-01 10:46:11,712 DEBUG: Start: Iteration 2
+2016-09-01 10:46:11,719 DEBUG: View 0 : 0.672131147541
+2016-09-01 10:46:11,727 DEBUG: View 1 : 0.644808743169
+2016-09-01 10:46:11,734 DEBUG: View 2 : 0.650273224044
+2016-09-01 10:46:11,742 DEBUG: View 3 : 0.677595628415
+2016-09-01 10:46:11,781 DEBUG: Best view : View3
+2016-09-01 10:46:11,925 DEBUG: Start: Iteration 3
+2016-09-01 10:46:11,932 DEBUG: View 0 : 0.672131147541
+2016-09-01 10:46:11,940 DEBUG: View 1 : 0.644808743169
+2016-09-01 10:46:11,947 DEBUG: View 2 : 0.650273224044
+2016-09-01 10:46:11,954 DEBUG: View 3 : 0.677595628415
+2016-09-01 10:46:11,997 DEBUG: Best view : View3
+2016-09-01 10:46:12,206 INFO: Start: Classification
+2016-09-01 10:46:12,543 INFO: Done: Fold number 4
+2016-09-01 10:46:12,543 INFO: Start: Fold number 5
+2016-09-01 10:46:12,573 DEBUG: Start: Iteration 1
+2016-09-01 10:46:12,581 DEBUG: View 0 : 0.593406593407
+2016-09-01 10:46:12,587 DEBUG: View 1 : 0.549450549451
+2016-09-01 10:46:12,594 DEBUG: View 2 : 0.472527472527
+2016-09-01 10:46:12,601 DEBUG: View 3 : 0.527472527473
+2016-09-01 10:46:12,635 DEBUG: Best view : View1
+2016-09-01 10:46:12,713 DEBUG: Start: Iteration 2
+2016-09-01 10:46:12,720 DEBUG: View 0 : 0.703296703297
+2016-09-01 10:46:12,728 DEBUG: View 1 : 0.620879120879
+2016-09-01 10:46:12,735 DEBUG: View 2 : 0.642857142857
+2016-09-01 10:46:12,742 DEBUG: View 3 : 0.708791208791
+2016-09-01 10:46:12,782 DEBUG: Best view : View3
+2016-09-01 10:46:12,925 DEBUG: Start: Iteration 3
+2016-09-01 10:46:12,932 DEBUG: View 0 : 0.703296703297
+2016-09-01 10:46:12,940 DEBUG: View 1 : 0.620879120879
+2016-09-01 10:46:12,947 DEBUG: View 2 : 0.642857142857
+2016-09-01 10:46:12,954 DEBUG: View 3 : 0.637362637363
+2016-09-01 10:46:12,997 DEBUG: Best view : View3
+2016-09-01 10:46:13,207 INFO: Start: Classification
+2016-09-01 10:46:13,543 INFO: Done: Fold number 5
+2016-09-01 10:46:13,543 INFO: Done: Classification
+2016-09-01 10:46:13,543 INFO: Info: Time for Classification: 5[s]
+2016-09-01 10:46:13,544 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-104759-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-104759-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..6a12c60e
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-104759-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,124 @@
+2016-09-01 10:47:59,452 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:47:59,454 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:47:59,454 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:47:59,454 INFO: Info: Shape of View0 :(300, 12)
+2016-09-01 10:47:59,455 INFO: Info: Shape of View1 :(300, 17)
+2016-09-01 10:47:59,455 INFO: Info: Shape of View2 :(300, 20)
+2016-09-01 10:47:59,456 INFO: Info: Shape of View3 :(300, 11)
+2016-09-01 10:47:59,456 INFO: Done: Read Database Files
+2016-09-01 10:47:59,456 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:47:59,460 INFO: Done: Determine validation split
+2016-09-01 10:47:59,460 INFO: Start: Determine 5 folds
+2016-09-01 10:47:59,467 INFO: Info: Length of Learning Sets: 170
+2016-09-01 10:47:59,467 INFO: Info: Length of Testing Sets: 41
+2016-09-01 10:47:59,467 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:47:59,467 INFO: Done: Determine folds
+2016-09-01 10:47:59,467 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:47:59,467 INFO: Start: Fold number 1
+2016-09-01 10:47:59,498 DEBUG: Start: Iteration 1
+2016-09-01 10:47:59,506 DEBUG: View 0 : 0.516853932584
+2016-09-01 10:47:59,514 DEBUG: View 1 : 0.438202247191
+2016-09-01 10:47:59,521 DEBUG: View 2 : 0.5
+2016-09-01 10:47:59,528 DEBUG: View 3 : 0.5
+2016-09-01 10:47:59,563 DEBUG: Best view : View0
+2016-09-01 10:47:59,639 DEBUG: Start: Iteration 2
+2016-09-01 10:47:59,645 DEBUG: View 0 : 0.707865168539
+2016-09-01 10:47:59,653 DEBUG: View 1 : 0.696629213483
+2016-09-01 10:47:59,660 DEBUG: View 2 : 0.713483146067
+2016-09-01 10:47:59,667 DEBUG: View 3 : 0.696629213483
+2016-09-01 10:47:59,706 DEBUG: Best view : View2
+2016-09-01 10:47:59,850 DEBUG: Start: Iteration 3
+2016-09-01 10:47:59,858 DEBUG: View 0 : 0.691011235955
+2016-09-01 10:47:59,867 DEBUG: View 1 : 0.696629213483
+2016-09-01 10:47:59,874 DEBUG: View 2 : 0.713483146067
+2016-09-01 10:47:59,881 DEBUG: View 3 : 0.685393258427
+2016-09-01 10:47:59,923 DEBUG: Best view : View2
+2016-09-01 10:48:00,129 INFO: Start: Classification
+2016-09-01 10:48:00,461 INFO: Done: Fold number 1
+2016-09-01 10:48:00,461 INFO: Start: Fold number 2
+2016-09-01 10:48:00,492 DEBUG: Start: Iteration 1
+2016-09-01 10:48:00,499 DEBUG: View 0 : 0.502702702703
+2016-09-01 10:48:00,506 DEBUG: View 1 : 0.6
+2016-09-01 10:48:00,513 DEBUG: View 2 : 0.518918918919
+2016-09-01 10:48:00,520 DEBUG: View 3 : 0.52972972973
+2016-09-01 10:48:00,554 DEBUG: Best view : View2
+2016-09-01 10:48:00,634 DEBUG: Start: Iteration 2
+2016-09-01 10:48:00,641 DEBUG: View 0 : 0.675675675676
+2016-09-01 10:48:00,648 DEBUG: View 1 : 0.686486486486
+2016-09-01 10:48:00,656 DEBUG: View 2 : 0.681081081081
+2016-09-01 10:48:00,663 DEBUG: View 3 : 0.675675675676
+2016-09-01 10:48:00,704 DEBUG: Best view : View1
+2016-09-01 10:48:00,849 DEBUG: Start: Iteration 3
+2016-09-01 10:48:00,856 DEBUG: View 0 : 0.675675675676
+2016-09-01 10:48:00,863 DEBUG: View 1 : 0.686486486486
+2016-09-01 10:48:00,871 DEBUG: View 2 : 0.681081081081
+2016-09-01 10:48:00,877 DEBUG: View 3 : 0.675675675676
+2016-09-01 10:48:00,921 DEBUG: Best view : View1
+2016-09-01 10:48:01,135 INFO: Start: Classification
+2016-09-01 10:48:01,476 INFO: Done: Fold number 2
+2016-09-01 10:48:01,476 INFO: Start: Fold number 3
+2016-09-01 10:48:01,506 DEBUG: Start: Iteration 1
+2016-09-01 10:48:01,512 DEBUG: View 0 : 0.52808988764
+2016-09-01 10:48:01,519 DEBUG: View 1 : 0.432584269663
+2016-09-01 10:48:01,526 DEBUG: View 2 : 0.5
+2016-09-01 10:48:01,532 DEBUG: View 3 : 0.511235955056
+2016-09-01 10:48:01,566 DEBUG: Best view : View0
+2016-09-01 10:48:01,642 DEBUG: Start: Iteration 2
+2016-09-01 10:48:01,649 DEBUG: View 0 : 0.674157303371
+2016-09-01 10:48:01,656 DEBUG: View 1 : 0.702247191011
+2016-09-01 10:48:01,663 DEBUG: View 2 : 0.73595505618
+2016-09-01 10:48:01,671 DEBUG: View 3 : 0.61797752809
+2016-09-01 10:48:01,710 DEBUG: Best view : View2
+2016-09-01 10:48:01,851 DEBUG: Start: Iteration 3
+2016-09-01 10:48:01,858 DEBUG: View 0 : 0.674157303371
+2016-09-01 10:48:01,865 DEBUG: View 1 : 0.702247191011
+2016-09-01 10:48:01,872 DEBUG: View 2 : 0.73595505618
+2016-09-01 10:48:01,879 DEBUG: View 3 : 0.61797752809
+2016-09-01 10:48:01,922 DEBUG: Best view : View2
+2016-09-01 10:48:02,126 INFO: Start: Classification
+2016-09-01 10:48:02,457 INFO: Done: Fold number 3
+2016-09-01 10:48:02,457 INFO: Start: Fold number 4
+2016-09-01 10:48:02,497 DEBUG: Start: Iteration 1
+2016-09-01 10:48:02,504 DEBUG: View 0 : 0.483333333333
+2016-09-01 10:48:02,510 DEBUG: View 1 : 0.494444444444
+2016-09-01 10:48:02,517 DEBUG: View 2 : 0.483333333333
+2016-09-01 10:48:02,524 DEBUG: View 3 : 0.505555555556
+2016-09-01 10:48:02,558 DEBUG: Best view : View2
+2016-09-01 10:48:02,635 DEBUG: Start: Iteration 2
+2016-09-01 10:48:02,642 DEBUG: View 0 : 0.705555555556
+2016-09-01 10:48:02,649 DEBUG: View 1 : 0.738888888889
+2016-09-01 10:48:02,656 DEBUG: View 2 : 0.722222222222
+2016-09-01 10:48:02,663 DEBUG: View 3 : 0.677777777778
+2016-09-01 10:48:02,704 DEBUG: Best view : View1
+2016-09-01 10:48:02,847 DEBUG: Start: Iteration 3
+2016-09-01 10:48:02,854 DEBUG: View 0 : 0.705555555556
+2016-09-01 10:48:02,861 DEBUG: View 1 : 0.738888888889
+2016-09-01 10:48:02,868 DEBUG: View 2 : 0.716666666667
+2016-09-01 10:48:02,875 DEBUG: View 3 : 0.677777777778
+2016-09-01 10:48:02,919 DEBUG: Best view : View1
+2016-09-01 10:48:03,126 INFO: Start: Classification
+2016-09-01 10:48:03,462 INFO: Done: Fold number 4
+2016-09-01 10:48:03,462 INFO: Start: Fold number 5
+2016-09-01 10:48:03,494 DEBUG: Start: Iteration 1
+2016-09-01 10:48:03,501 DEBUG: View 0 : 0.532258064516
+2016-09-01 10:48:03,508 DEBUG: View 1 : 0.489247311828
+2016-09-01 10:48:03,515 DEBUG: View 2 : 0.5
+2016-09-01 10:48:03,522 DEBUG: View 3 : 0.467741935484
+2016-09-01 10:48:03,557 DEBUG: Best view : View0
+2016-09-01 10:48:03,637 DEBUG: Start: Iteration 2
+2016-09-01 10:48:03,643 DEBUG: View 0 : 0.709677419355
+2016-09-01 10:48:03,651 DEBUG: View 1 : 0.698924731183
+2016-09-01 10:48:03,659 DEBUG: View 2 : 0.741935483871
+2016-09-01 10:48:03,666 DEBUG: View 3 : 0.698924731183
+2016-09-01 10:48:03,708 DEBUG: Best view : View2
+2016-09-01 10:48:03,855 DEBUG: Start: Iteration 3
+2016-09-01 10:48:03,862 DEBUG: View 0 : 0.709677419355
+2016-09-01 10:48:03,869 DEBUG: View 1 : 0.698924731183
+2016-09-01 10:48:03,877 DEBUG: View 2 : 0.741935483871
+2016-09-01 10:48:03,884 DEBUG: View 3 : 0.698924731183
+2016-09-01 10:48:03,929 DEBUG: Best view : View2
+2016-09-01 10:48:04,146 INFO: Start: Classification
+2016-09-01 10:48:04,487 INFO: Done: Fold number 5
+2016-09-01 10:48:04,487 INFO: Done: Classification
+2016-09-01 10:48:04,487 INFO: Info: Time for Classification: 5[s]
+2016-09-01 10:48:04,487 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-104841-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-104841-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..bd23a4f5
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-104841-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,124 @@
+2016-09-01 10:48:41,884 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:48:41,885 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:48:41,885 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:48:41,886 INFO: Info: Shape of View0 :(300, 12)
+2016-09-01 10:48:41,886 INFO: Info: Shape of View1 :(300, 8)
+2016-09-01 10:48:41,887 INFO: Info: Shape of View2 :(300, 9)
+2016-09-01 10:48:41,887 INFO: Info: Shape of View3 :(300, 8)
+2016-09-01 10:48:41,887 INFO: Done: Read Database Files
+2016-09-01 10:48:41,887 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:48:41,891 INFO: Done: Determine validation split
+2016-09-01 10:48:41,891 INFO: Start: Determine 5 folds
+2016-09-01 10:48:41,897 INFO: Info: Length of Learning Sets: 170
+2016-09-01 10:48:41,897 INFO: Info: Length of Testing Sets: 41
+2016-09-01 10:48:41,897 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:48:41,897 INFO: Done: Determine folds
+2016-09-01 10:48:41,897 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:48:41,897 INFO: Start: Fold number 1
+2016-09-01 10:48:41,928 DEBUG: Start: Iteration 1
+2016-09-01 10:48:41,935 DEBUG: View 0 : 0.483516483516
+2016-09-01 10:48:41,942 DEBUG: View 1 : 0.43956043956
+2016-09-01 10:48:41,949 DEBUG: View 2 : 0.472527472527
+2016-09-01 10:48:41,956 DEBUG: View 3 : 0.505494505495
+2016-09-01 10:48:41,991 DEBUG: Best view : View1
+2016-09-01 10:48:42,072 DEBUG: Start: Iteration 2
+2016-09-01 10:48:42,080 DEBUG: View 0 : 0.686813186813
+2016-09-01 10:48:42,087 DEBUG: View 1 : 0.708791208791
+2016-09-01 10:48:42,095 DEBUG: View 2 : 0.725274725275
+2016-09-01 10:48:42,102 DEBUG: View 3 : 0.615384615385
+2016-09-01 10:48:42,145 DEBUG: Best view : View2
+2016-09-01 10:48:42,294 DEBUG: Start: Iteration 3
+2016-09-01 10:48:42,314 DEBUG: View 0 : 0.686813186813
+2016-09-01 10:48:42,321 DEBUG: View 1 : 0.708791208791
+2016-09-01 10:48:42,328 DEBUG: View 2 : 0.725274725275
+2016-09-01 10:48:42,335 DEBUG: View 3 : 0.615384615385
+2016-09-01 10:48:42,379 DEBUG: Best view : View2
+2016-09-01 10:48:42,607 INFO: Start: Classification
+2016-09-01 10:48:42,957 INFO: Done: Fold number 1
+2016-09-01 10:48:42,958 INFO: Start: Fold number 2
+2016-09-01 10:48:42,988 DEBUG: Start: Iteration 1
+2016-09-01 10:48:42,995 DEBUG: View 0 : 0.561111111111
+2016-09-01 10:48:43,002 DEBUG: View 1 : 0.45
+2016-09-01 10:48:43,008 DEBUG: View 2 : 0.55
+2016-09-01 10:48:43,015 DEBUG: View 3 : 0.527777777778
+2016-09-01 10:48:43,050 DEBUG: Best view : View1
+2016-09-01 10:48:43,129 DEBUG: Start: Iteration 2
+2016-09-01 10:48:43,137 DEBUG: View 0 : 0.688888888889
+2016-09-01 10:48:43,145 DEBUG: View 1 : 0.655555555556
+2016-09-01 10:48:43,152 DEBUG: View 2 : 0.672222222222
+2016-09-01 10:48:43,159 DEBUG: View 3 : 0.672222222222
+2016-09-01 10:48:43,203 DEBUG: Best view : View0
+2016-09-01 10:48:43,349 DEBUG: Start: Iteration 3
+2016-09-01 10:48:43,356 DEBUG: View 0 : 0.688888888889
+2016-09-01 10:48:43,364 DEBUG: View 1 : 0.655555555556
+2016-09-01 10:48:43,370 DEBUG: View 2 : 0.672222222222
+2016-09-01 10:48:43,377 DEBUG: View 3 : 0.672222222222
+2016-09-01 10:48:43,421 DEBUG: Best view : View0
+2016-09-01 10:48:43,638 INFO: Start: Classification
+2016-09-01 10:48:43,992 INFO: Done: Fold number 2
+2016-09-01 10:48:43,992 INFO: Start: Fold number 3
+2016-09-01 10:48:44,025 DEBUG: Start: Iteration 1
+2016-09-01 10:48:44,032 DEBUG: View 0 : 0.540540540541
+2016-09-01 10:48:44,039 DEBUG: View 1 : 0.497297297297
+2016-09-01 10:48:44,046 DEBUG: View 2 : 0.47027027027
+2016-09-01 10:48:44,054 DEBUG: View 3 : 0.52972972973
+2016-09-01 10:48:44,089 DEBUG: Best view : View2
+2016-09-01 10:48:44,172 DEBUG: Start: Iteration 2
+2016-09-01 10:48:44,180 DEBUG: View 0 : 0.751351351351
+2016-09-01 10:48:44,187 DEBUG: View 1 : 0.702702702703
+2016-09-01 10:48:44,194 DEBUG: View 2 : 0.67027027027
+2016-09-01 10:48:44,202 DEBUG: View 3 : 0.637837837838
+2016-09-01 10:48:44,244 DEBUG: Best view : View0
+2016-09-01 10:48:44,396 DEBUG: Start: Iteration 3
+2016-09-01 10:48:44,404 DEBUG: View 0 : 0.751351351351
+2016-09-01 10:48:44,411 DEBUG: View 1 : 0.702702702703
+2016-09-01 10:48:44,419 DEBUG: View 2 : 0.67027027027
+2016-09-01 10:48:44,426 DEBUG: View 3 : 0.637837837838
+2016-09-01 10:48:44,473 DEBUG: Best view : View0
+2016-09-01 10:48:44,695 INFO: Start: Classification
+2016-09-01 10:48:45,055 INFO: Done: Fold number 3
+2016-09-01 10:48:45,055 INFO: Start: Fold number 4
+2016-09-01 10:48:45,089 DEBUG: Start: Iteration 1
+2016-09-01 10:48:45,097 DEBUG: View 0 : 0.483870967742
+2016-09-01 10:48:45,104 DEBUG: View 1 : 0.52688172043
+2016-09-01 10:48:45,111 DEBUG: View 2 : 0.505376344086
+2016-09-01 10:48:45,118 DEBUG: View 3 : 0.494623655914
+2016-09-01 10:48:45,154 DEBUG: Best view : View3
+2016-09-01 10:48:45,237 DEBUG: Start: Iteration 2
+2016-09-01 10:48:45,244 DEBUG: View 0 : 0.693548387097
+2016-09-01 10:48:45,252 DEBUG: View 1 : 0.688172043011
+2016-09-01 10:48:45,260 DEBUG: View 2 : 0.602150537634
+2016-09-01 10:48:45,267 DEBUG: View 3 : 0.55376344086
+2016-09-01 10:48:45,311 DEBUG: Best view : View0
+2016-09-01 10:48:45,467 DEBUG: Start: Iteration 3
+2016-09-01 10:48:45,475 DEBUG: View 0 : 0.693548387097
+2016-09-01 10:48:45,482 DEBUG: View 1 : 0.688172043011
+2016-09-01 10:48:45,489 DEBUG: View 2 : 0.602150537634
+2016-09-01 10:48:45,497 DEBUG: View 3 : 0.55376344086
+2016-09-01 10:48:45,542 DEBUG: Best view : View0
+2016-09-01 10:48:45,763 INFO: Start: Classification
+2016-09-01 10:48:46,115 INFO: Done: Fold number 4
+2016-09-01 10:48:46,115 INFO: Start: Fold number 5
+2016-09-01 10:48:46,146 DEBUG: Start: Iteration 1
+2016-09-01 10:48:46,153 DEBUG: View 0 : 0.5
+2016-09-01 10:48:46,160 DEBUG: View 1 : 0.510989010989
+2016-09-01 10:48:46,167 DEBUG: View 2 : 0.483516483516
+2016-09-01 10:48:46,174 DEBUG: View 3 : 0.521978021978
+2016-09-01 10:48:46,208 DEBUG: Best view : View0
+2016-09-01 10:48:46,292 DEBUG: Start: Iteration 2
+2016-09-01 10:48:46,300 DEBUG: View 0 : 0.725274725275
+2016-09-01 10:48:46,307 DEBUG: View 1 : 0.708791208791
+2016-09-01 10:48:46,314 DEBUG: View 2 : 0.686813186813
+2016-09-01 10:48:46,321 DEBUG: View 3 : 0.571428571429
+2016-09-01 10:48:46,362 DEBUG: Best view : View0
+2016-09-01 10:48:46,515 DEBUG: Start: Iteration 3
+2016-09-01 10:48:46,522 DEBUG: View 0 : 0.725274725275
+2016-09-01 10:48:46,530 DEBUG: View 1 : 0.708791208791
+2016-09-01 10:48:46,538 DEBUG: View 2 : 0.686813186813
+2016-09-01 10:48:46,546 DEBUG: View 3 : 0.571428571429
+2016-09-01 10:48:46,592 DEBUG: Best view : View0
+2016-09-01 10:48:46,816 INFO: Start: Classification
+2016-09-01 10:48:47,161 INFO: Done: Fold number 5
+2016-09-01 10:48:47,161 INFO: Done: Classification
+2016-09-01 10:48:47,161 INFO: Info: Time for Classification: 5[s]
+2016-09-01 10:48:47,161 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-104927-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-104927-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..83abffbd
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-104927-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,257 @@
+2016-09-01 10:49:27,533 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:49:27,534 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:49:27,535 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:49:27,535 INFO: Info: Shape of View0 :(300, 19)
+2016-09-01 10:49:27,535 INFO: Info: Shape of View1 :(300, 9)
+2016-09-01 10:49:27,536 INFO: Info: Shape of View2 :(300, 16)
+2016-09-01 10:49:27,536 INFO: Info: Shape of View3 :(300, 8)
+2016-09-01 10:49:27,536 INFO: Done: Read Database Files
+2016-09-01 10:49:27,536 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:49:27,540 INFO: Done: Determine validation split
+2016-09-01 10:49:27,540 INFO: Start: Determine 5 folds
+2016-09-01 10:49:27,546 INFO: Info: Length of Learning Sets: 170
+2016-09-01 10:49:27,546 INFO: Info: Length of Testing Sets: 41
+2016-09-01 10:49:27,546 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:49:27,546 INFO: Done: Determine folds
+2016-09-01 10:49:27,546 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:49:27,546 INFO: Start: Fold number 1
+2016-09-01 10:49:27,577 DEBUG: Start: Iteration 1
+2016-09-01 10:49:27,584 DEBUG: View 0 : 0.546448087432
+2016-09-01 10:49:27,591 DEBUG: View 1 : 0.546448087432
+2016-09-01 10:49:27,598 DEBUG: View 2 : 0.546448087432
+2016-09-01 10:49:27,604 DEBUG: View 3 : 0.546448087432
+2016-09-01 10:49:27,639 DEBUG: Best view : View0
+2016-09-01 10:49:27,718 DEBUG: Start: Iteration 2
+2016-09-01 10:49:27,726 DEBUG: View 0 : 0.737704918033
+2016-09-01 10:49:27,733 DEBUG: View 1 : 0.661202185792
+2016-09-01 10:49:27,740 DEBUG: View 2 : 0.732240437158
+2016-09-01 10:49:27,747 DEBUG: View 3 : 0.715846994536
+2016-09-01 10:49:27,788 DEBUG: Best view : View0
+2016-09-01 10:49:27,937 DEBUG: Start: Iteration 3
+2016-09-01 10:49:27,945 DEBUG: View 0 : 0.737704918033
+2016-09-01 10:49:27,954 DEBUG: View 1 : 0.661202185792
+2016-09-01 10:49:27,962 DEBUG: View 2 : 0.737704918033
+2016-09-01 10:49:27,969 DEBUG: View 3 : 0.715846994536
+2016-09-01 10:49:28,013 DEBUG: Best view : View0
+2016-09-01 10:49:28,226 INFO: Start: Classification
+2016-09-01 10:49:28,571 INFO: Done: Fold number 1
+2016-09-01 10:49:28,571 INFO: Start: Fold number 2
+2016-09-01 10:49:28,602 DEBUG: Start: Iteration 1
+2016-09-01 10:49:28,609 DEBUG: View 0 : 0.519774011299
+2016-09-01 10:49:28,616 DEBUG: View 1 : 0.491525423729
+2016-09-01 10:49:28,623 DEBUG: View 2 : 0.435028248588
+2016-09-01 10:49:28,629 DEBUG: View 3 : 0.54802259887
+2016-09-01 10:49:28,663 DEBUG: Best view : View1
+2016-09-01 10:49:28,740 DEBUG: Start: Iteration 2
+2016-09-01 10:49:28,748 DEBUG: View 0 : 0.723163841808
+2016-09-01 10:49:28,755 DEBUG: View 1 : 0.649717514124
+2016-09-01 10:49:28,762 DEBUG: View 2 : 0.661016949153
+2016-09-01 10:49:28,769 DEBUG: View 3 : 0.71186440678
+2016-09-01 10:49:28,809 DEBUG: Best view : View0
+2016-09-01 10:49:28,951 DEBUG: Start: Iteration 3
+2016-09-01 10:49:28,958 DEBUG: View 0 : 0.723163841808
+2016-09-01 10:49:28,965 DEBUG: View 1 : 0.649717514124
+2016-09-01 10:49:28,972 DEBUG: View 2 : 0.661016949153
+2016-09-01 10:49:28,979 DEBUG: View 3 : 0.71186440678
+2016-09-01 10:49:29,022 DEBUG: Best view : View0
+2016-09-01 10:49:29,229 INFO: Start: Classification
+2016-09-01 10:49:29,569 INFO: Done: Fold number 2
+2016-09-01 10:49:29,569 INFO: Start: Fold number 3
+2016-09-01 10:49:29,600 DEBUG: Start: Iteration 1
+2016-09-01 10:49:29,606 DEBUG: View 0 : 0.527777777778
+2016-09-01 10:49:29,613 DEBUG: View 1 : 0.527777777778
+2016-09-01 10:49:29,619 DEBUG: View 2 : 0.527777777778
+2016-09-01 10:49:29,625 DEBUG: View 3 : 0.527777777778
+2016-09-01 10:49:29,659 DEBUG: Best view : View0
+2016-09-01 10:49:29,737 DEBUG: Start: Iteration 2
+2016-09-01 10:49:29,745 DEBUG: View 0 : 0.733333333333
+2016-09-01 10:49:29,752 DEBUG: View 1 : 0.627777777778
+2016-09-01 10:49:29,759 DEBUG: View 2 : 0.738888888889
+2016-09-01 10:49:29,766 DEBUG: View 3 : 0.722222222222
+2016-09-01 10:49:29,806 DEBUG: Best view : View2
+2016-09-01 10:49:29,950 DEBUG: Start: Iteration 3
+2016-09-01 10:49:29,957 DEBUG: View 0 : 0.733333333333
+2016-09-01 10:49:29,964 DEBUG: View 1 : 0.627777777778
+2016-09-01 10:49:29,971 DEBUG: View 2 : 0.738888888889
+2016-09-01 10:49:29,978 DEBUG: View 3 : 0.722222222222
+2016-09-01 10:49:30,022 DEBUG: Best view : View2
+2016-09-01 10:49:30,232 INFO: Start: Classification
+2016-09-01 10:49:30,573 INFO: Done: Fold number 3
+2016-09-01 10:49:30,573 INFO: Start: Fold number 4
+2016-09-01 10:49:30,605 DEBUG: Start: Iteration 1
+2016-09-01 10:49:30,612 DEBUG: View 0 : 0.470588235294
+2016-09-01 10:49:30,619 DEBUG: View 1 : 0.470588235294
+2016-09-01 10:49:30,626 DEBUG: View 2 : 0.470588235294
+2016-09-01 10:49:30,632 DEBUG: View 3 : 0.470588235294
+2016-09-01 10:49:30,633 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:49:30,668 DEBUG: Best view : View0
+2016-09-01 10:49:30,749 DEBUG: Start: Iteration 2
+2016-09-01 10:49:30,756 DEBUG: View 0 : 0.72192513369
+2016-09-01 10:49:30,764 DEBUG: View 1 : 0.700534759358
+2016-09-01 10:49:30,771 DEBUG: View 2 : 0.705882352941
+2016-09-01 10:49:30,778 DEBUG: View 3 : 0.748663101604
+2016-09-01 10:49:30,819 DEBUG: Best view : View3
+2016-09-01 10:49:30,970 DEBUG: Start: Iteration 3
+2016-09-01 10:49:30,977 DEBUG: View 0 : 0.72192513369
+2016-09-01 10:49:30,985 DEBUG: View 1 : 0.700534759358
+2016-09-01 10:49:30,992 DEBUG: View 2 : 0.705882352941
+2016-09-01 10:49:30,999 DEBUG: View 3 : 0.748663101604
+2016-09-01 10:49:31,045 DEBUG: Best view : View3
+2016-09-01 10:49:31,261 INFO: Start: Classification
+2016-09-01 10:49:31,608 INFO: Done: Fold number 4
+2016-09-01 10:49:31,609 INFO: Start: Fold number 5
+2016-09-01 10:49:31,640 DEBUG: Start: Iteration 1
+2016-09-01 10:49:31,648 DEBUG: View 0 : 0.52688172043
+2016-09-01 10:49:31,655 DEBUG: View 1 : 0.52688172043
+2016-09-01 10:49:31,662 DEBUG: View 2 : 0.559139784946
+2016-09-01 10:49:31,669 DEBUG: View 3 : 0.489247311828
+2016-09-01 10:49:31,704 DEBUG: Best view : View3
+2016-09-01 10:49:31,784 DEBUG: Start: Iteration 2
+2016-09-01 10:49:31,791 DEBUG: View 0 : 0.758064516129
+2016-09-01 10:49:31,799 DEBUG: View 1 : 0.704301075269
+2016-09-01 10:49:31,806 DEBUG: View 2 : 0.725806451613
+2016-09-01 10:49:31,813 DEBUG: View 3 : 0.645161290323
+2016-09-01 10:49:31,854 DEBUG: Best view : View0
+2016-09-01 10:49:32,003 DEBUG: Start: Iteration 3
+2016-09-01 10:49:32,011 DEBUG: View 0 : 0.758064516129
+2016-09-01 10:49:32,018 DEBUG: View 1 : 0.704301075269
+2016-09-01 10:49:32,026 DEBUG: View 2 : 0.725806451613
+2016-09-01 10:49:32,033 DEBUG: View 3 : 0.645161290323
+2016-09-01 10:49:32,078 DEBUG: Best view : View0
+2016-09-01 10:49:32,295 INFO: Start: Classification
+2016-09-01 10:49:32,641 INFO: Done: Fold number 5
+2016-09-01 10:49:32,641 INFO: Done: Classification
+2016-09-01 10:49:32,642 INFO: Info: Time for Classification: 5[s]
+2016-09-01 10:49:32,642 INFO: Start: Result Analysis for Mumbo
+2016-09-01 10:49:34,567 INFO: Result for Multiview classification with Mumbo
+
+Average accuracy :
+ -On Train : 74.1297053293
+ -On Test : 50.243902439
+ -On Validation : 68.0898876404Dataset info :
+ -Dataset name : Fake
+ -Labels : Methyl, MiRNA_, RNASeq, Clinic
+ -Views : View0 of shape (300, 19), View1 of shape (300, 9), View2 of shape (300, 16), View3 of shape (300, 8)
+ -5 folds
+ - Validation set length : 89 for learning rate : 0.7 on a total number of examples of 300
+
+
+
+Mumbo configuration :
+ -Used 1 core(s)
+ -Iterations : min 1, max 10, threshold 0.1
+ -Weak Classifiers : DecisionTree with depth 3, sub-sampled at 1.0 on View0
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View1
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View2
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View3
+
+
+
+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
+ Fold 3 0:00:02 0:00:00
+ Fold 4 0:00:03 0:00:00
+ Fold 5 0:00:04 0:00:00
+ Total 0:00:13 0:00:01
+ So a total classification time of 0:00:05.
+
+
+
+Mean average accuracies and stats for each fold :
+ - Fold 0, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.20218579235
+ - Percentage of time chosen : 1.0
+ - On View1 :
+ - Mean average Accuracy : 0.186885245902
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.201639344262
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.19781420765
+ - Percentage of time chosen : 0.0
+ - Fold 1, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.196610169492
+ - Percentage of time chosen : 0.9
+ - On View1 :
+ - Mean average Accuracy : 0.179096045198
+ - Percentage of time chosen : 0.1
+ - On View2 :
+ - Mean average Accuracy : 0.175706214689
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.197175141243
+ - Percentage of time chosen : 0.0
+ - Fold 2, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.199444444444
+ - Percentage of time chosen : 0.8
+ - On View1 :
+ - Mean average Accuracy : 0.178333333333
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.200555555556
+ - Percentage of time chosen : 0.2
+ - On View3 :
+ - Mean average Accuracy : 0.197222222222
+ - Percentage of time chosen : 0.0
+ - Fold 3, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.191443850267
+ - Percentage of time chosen : 0.8
+ - On View1 :
+ - Mean average Accuracy : 0.187165775401
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.188235294118
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.19679144385
+ - Percentage of time chosen : 0.2
+ - Fold 4, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.204301075269
+ - Percentage of time chosen : 0.9
+ - On View1 :
+ - Mean average Accuracy : 0.193548387097
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.201075268817
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.177956989247
+ - Percentage of time chosen : 0.1
+
+ For each iteration :
+ - Iteration 4
+ Fold 1
+ Accuracy on train : 45.3551912568
+ Accuracy on test : 0.0
+ Accuracy on validation : 46.0674157303
+ Selected View : View0
+ Fold 2
+ Accuracy on train : 46.8926553672
+ Accuracy on test : 0.0
+ Accuracy on validation : 46.0674157303
+ Selected View : View0
+ Fold 3
+ Accuracy on train : 47.2222222222
+ Accuracy on test : 0.0
+ Accuracy on validation : 46.0674157303
+ Selected View : View0
+ Fold 4
+ Accuracy on train : 47.0588235294
+ Accuracy on test : 0.0
+ Accuracy on validation : 46.0674157303
+ Selected View : View0
+ Fold 5
+ Accuracy on train : 46.2365591398
+ Accuracy on test : 0.0
+ Accuracy on validation : 46.0674157303
+ Selected View : View0
+2016-09-01 10:49:34,899 INFO: Done: Result Analysis
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-104934Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png b/Code/MonoMutliViewClassifiers/Results/20160901-104934Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png
new file mode 100644
index 0000000000000000000000000000000000000000..62febf7b432ab1938a0bc550dd0f0d631b419319
GIT binary patch
literal 58235
zcmeAS@N?(olHy`uVBq!ia0y~yU{+vYV2a>iV_;yIRn}C%z`(##?Bp53!NI{%!;#X#
zz`(#+;1OBOz`&mf!i+2ImuE6CC@^@sIEGZrd2_ci=IqV?>>sZ0J=zm{!XUUa=*nI1
zYLD$lg%Vp%SRFEuHcpdJ<mr`sEn%W8xQQ?IO;?TYjEut_Q@RwZw_N)6@9)L+pWj|v
zo0t0N<J`}G+`oUeoL_wI`JD65cReq*doIH$C}`357=ol4Klr9MKsh_=`R_42gh*Jd
zyZC{P<9MMA81=T9J3z(zvQ73d9)gO;EPlu<05^*_zo7u4Ugmm61#=6`ShvH{3Q+Om
zrc$F;NPz<CPV}J*7X;>7l{$HPa^5a`c1Dt;)#=PE)794=pPy&jEv)Xh;k=}z<b{hD
zR~FlC%e~#U(7FBEPmB8c`jR&{1jWR}3`|X1w{A7Pwl=!`(xppQ$3yjujfHD}eOYPf
zlar(4)-M<P-XtkGS#kR5g#j8DmU@eC$-OPc)yl-x%A_5>ZcX`~^@rPdr8ktljbd=9
zsj>O?_V)2_Q>RRE&=66wx8Hy6V_SRs;iE^FI#y<T)Gb=PIC5t9(WEmo44ID}J<5Bk
zf7zF>Ukm^K`s(JndS6phlR?sv4lDWa`&F@ft4!zFR0h5MH`6#B<U^;08?J4#E_oqP
z_3aI(u&{7NW#!e^zpflPJzam{;>FERo}^5DJ9FmDjGLQO=h;@b{rvoVb<ASkr|;kM
zCnqPDyuT;QEv{FS`?2WGe!={Pf;-Vp3IYcX9AIeYlTEt4E$3!a+}^6plA4eZkv@6*
zIMs8%o-MUI)+gJ2<3_}tJ(a@M-`*UYXIuT@sCfJpZ9Rq;cXk?|n`axHEWypq{pQxz
z)%P+ZA|e#*?Bogy3nTVa82<YDx_!qEiz7#mCVqQ!Q!BA^#l4qTjvtq=?>TSxo5vy2
zIrII!y;{FtNBi^IZd>>>P(x%#%}=98j~*3#eHHrW@Avy0JUlr8b^orLJlnfF>#CMb
z)t42w{w{XwJ=DrAzF_(C@MIfHOUoHXsa$;Wc0Es?q-@E*FXug7Z*6g%$;WrQ-ygbt
zTl(O^gIc$potz8`9yn~tzRm}d4tMsOdwIG4;|B+uf4pA5zu@gH(?9=yzqcrTbtSuV
z_TzuOpzL-}Nm$*_B_Ke6LBZNuT3kP_W%usgUNfd@haWn2jBVPqX%Yqr4Dask?LKnE
zCFj-_&V>sX255-9v9DD+w8*tPAu|&cKi3>0cNVEG^P79>QO(CktR<zTAOHOPe7#Js
zt*!0Grc`dTygMCp=EyJ{I5}DU;fog?aeJ!{9y`Vs7#OHiQ&3>=q{uSGNOH}ZH3iSl
z$xe-%GhIJE>B@>gflikRr=PBgIXBOiduPnKM>qG?S}zIGOfizQv9Xyjb0+74HR;EX
z9%a3E@7@Ftl?|IVIaO6vt$qIR`Ez!Cef=FfcRH#FJ^c9ixQCzLu?9xwgxp--nLf)t
zJ+@R+WBdE-YxC5pqB^>|g%1uiY85_v@??Q?JKvgekA(pVhgvup8n$dPnK5hDrY+CU
z%xpe$#z!Y|6U)Sj69Y6vemt4%&oJfc`(354K}ISoE4Q??tgvlgv`EQkwi&OQn%ah~
zTi0G%!Oh8;czw#`$->pAWJN?+#KpxcDk=`#xg+!U*Vn`M>;K<<@W&+k8c$SI6vL@k
zTNf-?5NAK<@87?PX=%r**1WsFfBiOfH+OgT@9*!Y&)=SV``Eiq)9h<2dUtQxB4V6&
zreWt!%O^#aYu2m@2nuRCbjWGP?%jt^o#GPeWO;n7_wecI`iu+{Cr+Gj`soa_T&dk`
z>tlDfeSCb}S!v>dd-vq{<?YsN%(=QU#=idVSMi2hueUCeulvDx?b@{s8#Xlb_VVh*
z@8e;J*ioP;XIs_6Z~sSttF`H9?8N3~W~=gdG1<(2PE1r@^R96dTS+NDyPRE3$3o|J
zC#|VYT2qrwPt(nrzi*$Nm~Iq{wY9Z`q@<#Pf<vy%WHnzW504J7eND~HA1}JgGcwfF
z)NDvR%*K$KYMOpd=EjX14hsVg+`cV+^X5&{d)?df@27o#bZ>99Vcs2!J)h56S3I9v
zZczB>2%GJX2RrI*A6dLxdtqyKxR;NQ%0v&BnKNf@$-JyK%RFCBH)>1Az8{acm6W)6
zd6#MiFAK=b)D#rVy}xfR8=s7a%Mzi!4h>t|xhzbKvNjbHIy(B~?fsT5Tjt{O<<HOJ
zs`q=pzc|`0?&7kg>TA}o7mNElIx=2gTWeDCB4BIfoh_Ndx-mNf-tIf~a(edVWxTPw
zN;>oI@AKWZZQGQ|lbu~$G&MD^>?}^#($QIBoPI7~d*0m_4-dDyxP$}*IIyy^PMJ5)
z&&tZm#iiuK1IMEB^7M~ssi}g3fgvFxC!ZE6DebEIs#W^xN~e*rac9Si-S77;{`dFy
z=FeHTx9O&)qzDLJG{0Zte0iB~@X6J?is#$c+r51K`toFT|Bj9oD^_&q=;*w-wl><u
zWy<vF?$4e*6OotqKR?e_xz)+BU(QxZX_0%s+{AtR?5x*!y?Oig<)K#YFHcSiPdfc{
zO&$|7bLO!gNu9Ur_x<YX=rGH_=cDY_lW<&ITzs;F!h-pAzdAcQ*2V62TN}MSEZEp3
z`}#Unb8~YoP0fXe4mrKLyW4!{jvWGm7jJG(KY93Yb5~baN5_jZGmTZIdPUAUJKH?{
z`L3LsMp6a|4$YsPU8c;M<rTDYO4PO-&*Wo0i7&HXeSCcU%D&p_s;{p^1*gUux3;#1
z#KibGEu8S_)2E0CSy|a#<?rPL1z)~=dGX1~$&oTuRaGLw!ojNlyr=6;jL=D&fBL=X
zqW^K#E-w4_?b}lH)JsXJtD|GVGT+&krfP?GbY#4{vvbMn)!v$#nl3ITrLRIjNkuR-
zZky@V^RrB|SFOE%>eTvprA7Atel)u%3I1NQe7XDe_3`1=F|JirRbQ^h*N5)@|NH&^
z<ui@bH=VzE^X8Q;nZa8V+xg}FxW#l7loqk`%UxiXuW{J8aih-M$jxbjfj4ch>?+MJ
z^AA;<eDcMKiOMc6CGYN7zPhxO`?h)6n}}aOpU>~?$oTl^=$4wFMceWp9%}va^Z9(?
ziD}=H{{Q=%`TyVFH$R-)`6h1OT)Z{)U}4PJE%!^9J09;a`tslZV@*wsfQ(GfhYtmB
z?(7t{E_;)Zc<9iff}fvKHAJ`=QvEZttBUTdi8QXLs$ycu$;~bN{VkWlVYXTBhllO*
zpj`Un&*$?S3m?1n-kZAaMt0Ek&sKGREP{fAFYYeS-{u<~EnWWZ&cTa|-5)-F+}tN?
z&7@JicahP`kgg?5RL;z?6y96?9aOBYYU%9ia{B-8@5PnD>I|v=3Db2V4_(^4b!%&5
zBjfMtzrVgp%{{!pvH8Nj+G+-epdg`1lO{cQ`t;}{T@8%`UteD@{QfTX&c0gdyu7@e
z`2iY7&dxT!xpQi9S=q6b!OKAv!k72=<vBSyJ-ob}TwGk{9@|n;UCqpJ=ImKUhJHEQ
zRg=O}QdExh%kwV`;8+;Y(J8F1WMU%XaC1jvOAAXxWaLI0``TYqdQTP<6f|tyXvlEj
z`t|MC!m~_H@-vjYzQ)VR$$8@R>E`X*%?}+uY*_Q7p!a;VyE}VZTib_^9~*;K9y!p+
z{PExK_p5srYPnCHcgKI8jU>Z`h0g31RaHtxMw?Ep?mKqun1+VNfhQ*?U)-J_&m&_Y
z;BeD+d(u%Z8S640RaMm!=gzq~Ix<?HyK+S&X`=)~LS|+sD3N{Th=`0_xkqiK=gn&&
z_RIa}uiF-<-QC&g=-|LG&$gN^H#b*BRdwNx9TK;0-O4)sV!oK5U}Nd)Ym5x{s^8m!
z>{n81s@>izY0Sp3VD;*5z1Up}y1Kl(cI^s%G}9zg2-MPHWM)&au$b{RE<{XBtgWeu
z>CMf}><*Fr9+fxuudAN;*y8L*Hjd+aQ)_B!76fQqSnSUK?eJ0=!NhlWcD@m9z6C0F
z-{kA+>Q0qUpI`HdlZ{`lN6xltLGtmw2_7ozpR;J~sQj!Jx38vC&bCTHO^r=YPfv??
z)vgz}wra17-`@vneq31@Ji|DhPe@q!wTS!Cw%%#erX6FRAH6N-<Uci~7q4C^>FKTW
z+Tq;J=cqMx)t;y@*`-09KR-Wz{C@xcV=pc)zPQkteU43~(Ep$3>pz^<-=8r>ztLeq
zk)PATfW^hDZe*w``OGrm>=x5q^>xRsx+T}t?RBHJG)$i^?&R$J`U=CvOP8E{e0a{y
zx9>MjKX>5PEvet%-ZpRDYRa%8=Jooxy{k;`tNYJ8ay`DDx6z>?aIstBxjB|Q>i$|S
zTC}L(*O$zi&u7go>i^j+TC_+&R<`%Wiwu+edoruT*B@);7LSOTy57)t{mxgXw&{Hh
zzI(VMe0^Nvkq*I*zP`2)E!VIxF{_dn4TlanU1O+}<>BEecz4J0o29NUuYApiMz_kf
ze<CjzNn4lcJUc(X|I3$>H~06;hp&qXl<w;Q)r()=-rj!7&i9=wGc$8aO3H@hOP4R-
zJj~Pg_*Gv&<HH@>eV(72D<~ka;M?AGe}8{a<18{VlA+<zqa+m-6$XZ=?RmZ8`f)2-
z*8f?&>`{7fa4;yn@7uTUjqJa+RTA}8RaSPtUMSc6`FI@EkiK*0j)0(G<LdDBn+&Gw
z#WFEeR8%A!?~|?g@PM&llU(bk@2^fj-c$Zwu3^)?4*B{&f(!-U-^EV-GI!3Lf<HeB
z#m+DDo&Dg=n>!B}uZzx{Idfs;<}@wdl~bmOq@<@GK6sGv<jIp-yc2%>sMu=Uc=Oh+
zN4K_ScXV|%?cHlTXYSmMX=kM*BqSE(-rg2^C_8BX)j+MOH}=(9dwF?%cy(1f=kBhl
zZ>5b=IGmiEB7O=9CM74|{P*HT#*$^rm>A6R@AcIE{bg!luc@i|hW+X4@bv;>V#lNo
zEM2<v#m&v?a`tsG$ugFfmK9%K2+GLFJb3<`U0PaNMMcFyLEylN6CCybeyTTYD*vu+
z?r`e-|C5u|Ir#b8H*YqMiH*IP!czR~%)!UU`zKDH&Mq!4t`omc=GU)Z9$sEa_V;F+
z=l8vN^Cs)~&WuI7HmzN;?AOYbaoVTOpLh54<dk-ayZ1R@o$qY3&{v!6*mxuwX3UUS
zvSbMZ1E@6|xY%ta@9Ge(kFVG7XVQ4B%FWHa`Z`aXm6a8!y}f78o`l@oUcJ~|D|ny3
zeAyYgI&9<nsek^|m|gRnTwQpiLy&`$Gx5If!Gi~{&XYb~xb-owKwq_Y$e)Qeb$=?p
zsccuu&(HUnVZi9;=QrW>(+Q`aS`<IyVMus!VPQvqf4F2z-0k3Fn!(E!ELr06Sp9rs
zW232ECoeB=YilcO)t48I6P4W$oj%RII&3Wy1E~FGVj>c}+^;o8uYKoE%h^fSE?yMm
z7T0T;JzF}(Nb=XWx2NkGrak}p>gwtZ+qb7*-rgr|&ZjidL$$WJxcJY9!~8n)UcAWo
zru@A0;<anX9v*Jrn0{XFM2b;|i_(u@zZNZ6!0`6g*25t2ijPTUeV?D755LWD@!GYv
zwQF^EmA-CM^PT0OH1WaH)6)aAre<9(Ei81*%hP*OWSMPnEo}eOWxli7n3<Wsytye{
z`}-Tn3%9Q?_m|g+-p13+&fgZJ*Y2Tm=-=PpH|wgatIy0b<yM-=0m|~ndZnf3%<t&n
zDEk`~73CBkFaP=3S!M>CiVqCu=i7(h=2)$vt=-L=G|fXrfUEVx$B&EwW^3Pkd3iZ8
zGqY3LJa2*TY%{IOtn2G!b#!$T)6?7a_x}-^Hf>tyqw^<DGz6_|@lk7bQEGHr*syxF
zwwlk3266qk182_g$jQlV^%IVr{OZ)UMYCQlUsko&!`;2z*X`o!aQ&%rwhTYMT=q9i
zJk*lKzR-WB5$msCzbbxwP@LkWTJ`PC$!}-p+t24!$iKVGwC?9qaULlX4mCBkia$RL
zS6@GMZGC+Ij~^8tOM`ao*s-CS?ZO``E%VAxDMyYS3wtTKuHw#~%Fj1g#Di9fl$Dk3
zD0?f#aQ2;RdU`sKtd)q;L=L5i9CC7U1*N5H4dZ2whx$A8{(Yo=yfDAl-|i>NT&vPU
z+wa%?Ubgwr-qxn3rh-RDI<+pp{WrPn{k>l6@^=a6=2-Sldp7%n+No)eE#BoGJl;@n
zXMaFini{Bk{O#@S)jDw}3iGAv*S0>kcvmm~o)Kx#$Pmv^&)&qgwzd~nR!%;(i#7e+
zoW=l+BWofzGcfG`|Ia$@{5;+TIc0LWxw#r5TqjbDPCPA=v8|dSyF2%`8Aq$rn>#xv
z=UNv%;g~aLPRJ!+Z|~-5)5P}uez*I2m7VBk^@$z{X=!aMgO_j0ba|b9YKo>s^|zef
zL^fWjmgwzySFL*+nc1Bd1~}+Vch(RA^=|a0n`bOreEs43{r}rGZ#Hh&lo|2&@88gC
zt{*;rJlMu7{YrFuUmxGQ`}^bH?=dy8_gXsXY{%8@`S-J~7gpT;^XJdKUybinRaFJJ
zT2Gumzy9;auPd(`r=NRpWo7WycmMx>zYj`T<@am1U)xmu<AdUzJ9iS2l9*P8biH`-
z!s_W#y=8uLyLJ{o54&lXaY12C{C+t@L&Kc5E!PuoY)Gv5|M&arSaX@<;QG9fsgZ$=
zjm@Iug~07?si(!JPMv9MW3!>?sn@rirLV7bbay*DIWbMsi|x9&*nRbygP@@vornz%
zPu&xruGHC{bCW4OJ)MP}egC&&t@HP%YKIp*JtbQ5>I!FBS=ot`Cs&rw+5hiX_FCS?
z!|nWwtG~bd>i77>L}ie%H8nOYOpO12Jmx=g{P^nJA1k5@f6rgEe0lqc6CTsn?cZ<D
z#myb>eTO$zdFjHRmIV(O9zA|6C@<eX(>Oip(h^VJQ|JHB`gP5}w$Hlumx<pzo5;8S
z<ZP=FUSC`L=Aeh~vokZB?P`B1SXxT%|MQ7^&)&UP{oMar`OLGCv@UxS@RM&({eL^q
zc!9jUd_-hq;_q*7*X!<;G)~*_o}=&at9Ek-i+8#Pg^yfVSXmhvHf`Qq`0<hJj@`RA
z|Gm8}_wa><&R6ALzj@Ph=T3}G^|zkf$tP0+G(;ly*X_NP?B(sfvGjG=n&|C(YooR%
zWq1A&-m-P;!}ss|`R#r*=-&JO;h}SnjHQs7nb`!dr4btv7`f{oALHGzd$+UJR428`
z8>e>6oiiswIrsCkvj*no?M@3DLbOu3rOMvknriFl@9W#z-OaruNK=H1_0ZwNky1_z
z1x`=bZ{NDrw5O-%irxb^7cKjYpy1$zt5<ig-}j44Oib*?mQ3NUt}X-g&NIU)u~V~+
zQn_++aug<?G)O+iv$c2HL}m9)rLv%rzqGTnHnx8L_2p%Ax48bMEsP1jzPuFRVA-&F
zbF<UJgzliY-DSMz&Yd$bH9dM_qVnoo1zDR40o&?tEiroQH@P_%6&bPdNHAn)XP-zh
zVqs%r`tg494_0n52fgWw-TUQoe%)w$w!HN9wKwmdpP%onvF3NZ_w)1f+gn>%UzgtA
zQ)%3=%GNNx<|FGg-RNU>%a<=-9KXK~R8P0@$ws|Rs(H$-I_-G;y~jTe^V@@(Yhq$z
z8#ZoCyspUb;`Qs~gH5a(wr_Wzt{1zZ@^cysE9=IuYIVQgZqGVhc7C3%&b+Sc38i0|
zuf(huRaH|vbn&9#v}w}>I$eJJ`~9AgVdKV)H}+H-Z_B^W*Xq>x^z`&_%Wc))-wAZO
zT)1>;mD#_d-{0OI-jaElf#KS<YZtCwJt|-SXQ5e+g9F2nBtsP;&SU-Z{dexfFr@Ac
zxp(iLgh__LnKNe|yn3~2Ti=>BYZfeC-2C`>|K{A=+j5)R+u3hz$!tDx!ec7C)$u;r
z=H_PRs;{qDqobpz>HEHOUGT<wyK_6=)@h8#3r!XJ9^YHBE_QcNQj$`qi_)nxXO{TR
zHoLf|@^i+;MXq0tipL8GUc9z8I`hSag)S~rAOi?*eoUAk5TrHrO>yOoCr?sdU0Eso
z^vRP84-dDWJbALS)w1e~#?4!|gaj}8+y8aBckf>5sn36ZfA`dzzWQ#sW&KmT-*1d(
z878v{3hvyw^J4wK&+<x2T6%hF<>lqK_Sf5sii=O~?BslVb91}w_b)Glm6TrH-mc%;
z-YzT{INL1u#ldFwH$V35u~AYoGBH_l<cN!s(xz?Omc`fqo!ZfncXyZT+uPfhTbI8R
z5S-|su;A+IaACoVz0&3@LRW`{1O+Xc6yNCJpdYs<VSaE>kcWc6g?D#%-`sYzTm15;
zr>Ac|Z{-%hls>=K&BbN1n(w06-DMkVh1Gl(m}XxK(VQM%_p^1G-&`*j7dbh(l>B`E
z<$iM)-MJHU>FU*`lO_pyd3q|w#>STI1C1Pf{v0Wje7sM!x*9yLFm=k53BA3%Z}0El
z?-j)_XS1N}?X8Pzqqlc-WE^heRT1HOd2erZNJxl_n3z~jd|aH|%-OSpYievjq2Zvg
zK-GKNhD{mQ*UA3<`~7}SeC?;;yfZTlmn>iI-qzMOWy+M0+#RoYWGn(y|2;oHe{;>B
zKcCO%{C+;a-tT_xcUeI}P}O~}{(o)NpC5*Tf<J%#x^!H=evMgOadGjknx96$=ggh!
z>*C@+&nEFUsQeV_ba}IR-aNUpGmYCjI`Z!A@jN@rba6uigObv&f`?3{@9xa(@L0U*
z?CI01H`ZmXx_+vtsA$E84HG&#K7Ib|sWmkyCr3wn^7?(hR^2Mn3y<E>&MzNydYW$N
zHePA7o^AQ}<5b_g-~Zn)Y2%Ed;^NK~Z}$ECa@jx9>e#VkZ|r0YlUV-#c-)_LIc9H_
zY3+}P?Qb@Bc5=G9xd{mdy11}>eRZ|F<J3OxH*elVRGmC|5<K9gr+4i|oKAS1{IvS-
z1v260HL?PI)rVjFpI`9n#}5Sy3yFshAKutmto~XzK;7C}nyZz`f4<$(%gg->e|>qW
zmAI??eV?Lpn}UJ@!?tbPw0<`=HQiXPx7fYEZT@`uxIGmMHzk$$T9v=+*|EdI*I)2J
z{dr@1d-;hICxY7bx2H{?-agwr|IxFvvn#&765X?B&yB*jx3;bpnjW<B$c>H34<9~k
z{P*{Fc;#Cyb93>+!ooK)y}i8;A3SI%etz!Y?c34}H})@Ewk+e)5>7driiYp^>-Qfk
z&bYQl(ydSCq+NS!>%s*K8f-V}X=ycqMiCTjY-BcW-1vs`^XcjO7Z<s5Z+-sh@AvzQ
zmn>n~o_Dut|9*SFxmK-*4msVpbt~+)vcuH00C}?<iCJd3TnsO+t`-jp4qh!&{O?a?
zL{!u!n_s_vJ-X~~&&r^ps;a1|$r%?Hr}M6<i794(oh)d?;D*;_H#fHpn>QccS^OL{
zZBq4odCbqPaxyYK>-YbQTDsj!7&M^0f4@CwaOKULn5R|i&n<9lzA-r`K0dxj(%3E6
zVrft(s2z8>jkkIAYHbxEP6kkaosp5T;@ca^EnBxvoHC{5(W9h{?CF26N7b#JF=NI8
z&&g_QK;XlJgUnB!KYu*8{2pUK@l7Vv>;6$uQCq)8MaIR+E%Tq>cjSl*N2?QPD#OFW
zqrqw6g%xMwws&-J^hlX@-Icz)-2eEF!pArMfd(?;jHIQdmn>PbqWAdm<LunxdPg>=
zp9f7%h=__VjNe}udPvr~jA!M_l?5dwDNk3dUE906{Qb4xaZfDPy#voz2-(@$1!#!8
zxVV_Tr>7^2C)(~96T>u}$fk+P?x5Iz!ydo0m0R3NYwDp37bfIZe|o~%Cu7;<JzX#H
z=B88yB@uD)<mcz+{`m2@KmK>+)ZHa7g+QZ6N=*(52j<uR>s0fdwW4Kb-QQhqg>Ucg
zmoF?V?C9z`)WFF6;cof;l_pUQtKJ_7|M%zJ?)RJaw>m96RUujWkTE3FK|s(f=SIW6
z+TUTE-Yy*6+`*dFrMt@Baxrl5@`C2vrg*8={dmYOA}YGE@%gJq>()H_nUR?pYB~Sb
zBSp|K$g13kY5VO$E$_~{*SOxlPR(ylN9N^ait6g@YooTVGOgJexj8Kn)Pd{iIWotx
zI3Y2y(KP#-Lv(cX)2r*J>&IV{@c;Sq#*G^fuC5NxxVVTFRD`UF+{|`;ef;s6#_0xS
zZz4bgC7{UY5L6bBmE~O-(zRxdPRWZ4jIFJ$YZ!xmN@@R(`RBZC$Br4M4y&|pf2z-3
zHNTmie^pIbdF_<n&t~Ue*jb$3($eCfAdqlkg5uU`-m#@`ZU`=2x)hX#sv9QEo5#n@
z+#J=v_NCq0msVN#_u1aLdv{~<alRwRk0(Dm(wTKwQ1H&(yI1#>MXuBPu5`Tc>*3j-
zWxh`XO|daCF$o9=1Z3anvN!ni=g)%Gt5=s@TX=4+b@Hhxnp*GoPVZMgdE&%@x3{-X
zoHnhk_V>4q-=D>|cm34X(gJ0-cXxNQ=jZ2d$+*bm=jW$YdFsrWBY%H?Pt3~ddUkg9
z>OIW=zq|~dy2IPsd*ZBFT&+%xk(<*V9_F`q@$u>LnlVi`+G%0H2F7oinwlMbed{jg
zguSXe5_<0$wDT=r@bl--HG)rHzU*vhU@-e&rmemDRvbfmdb&=;1_nJnJy5OC!NJZi
z*AldH&7^J9rin#u$q0N~(K_qK&6|pPdVRL8_x4m8pPoN+rsOQs>}8iePn$I9(6KEH
z2~TIvn$^`Uu7Bv_#f^?XEC2nml(VTgVE6w1e);$N|J!BP)cpN=J%=a2chcm^7q@1I
z*L=C?{^Qx~{2RM}9XodH$LI6*j8o#I<+j4s0+{aUm$hD2bZ4Tn`;D)nA|gjl{eE<`
zyQ9B9J()T0-X2b4V`I>aZ18fwqer{NC(fVWKWUQCi<d7MHKdI%2)sHa_9K7q^$>g0
ztJ$fMk&zd!UvGC%0FBe$e8T2%vzgcT^~Pmxd<;DDb~4iDc`N~8^Ze)8G&VOoPc86T
zDpdXLjbmJ#9D{;^fk0kfp48KYn>;70DH<3Eu=C5U*~a+j-MhZW$NN{?yjfvU=03Sv
zaD|my&*L4tKq~^O4{O<dl(w(4S+jQS>k=M@KR+J#M{G=Ly`?@gzW%RiQBlzi!-EG8
zhQ^r|78W|DrKt%C37MQKPD@McU7z#h*)vcCHZJ}C?(X5ApP%34KRwsFTuD{6^{u>J
zjm12>S}t8(-In(D<kQo1CwQoUhC~V;G@P;&7Z*>yw8S%~J|;$H_SEG`JKx;c$h^D!
zeVdP3^YrQBO-)T74zkOy(6ul1|73d8EdQR(i4>!V$Vf-6sfW&;<Ga2tmYHEq>~68B
zsHh1iQzm$*6qJ@8y}P^o>NHTrGuOKOMsQeqdb)_1*r79Ld~$DXPCxH<e_!p*1^K?|
zk1OBr{SIo!R#a3t=uLn8?(Xh4Tdi|*b7kymB&xr?Y4lNR_E2eBzh0k<i|fY6*4EYu
zr=Ln#6eyVG+&B;yxjMgY)22-Z6(17J?tWaq|6kYr`u}s^`g?ddEcct6)ti2HmZ?Ce
z3#bFLr@|0a_AngSl6kq{{XN?b7bQ@asjRF_>$s(b#evhOxoxYzxum73P1B2AW%kdq
z_}K=>7od6YL#^DP8F$xiv4fW`3GJ==>I7;+^sRg=wffJ_U7K|I!-M}`30Xf?H(~=r
zV`JlllPM7!5*klU{`>H7yRw?vvRjTX)cxnR?AvEo_v@wlpHHXt4GattnD-|qB|Uig
z^5mg)5gVBT0|N~V4I9_5*LQMuzPj&_NyY_*9!X<1P*2K3rQ+u&)oD7Bi_G3{Ei5f{
zjf;~5H98J&FcKCP2F2B6b$`$p&(57YPo>Dty3_sc-8<0eGYb==kFW2;SFfVh|0%k&
ze`Z64@Vv(seXAWkJvnEYWH#;DV`GwiZOz3?TQ+Y_ww3t5`ku?pBAMfRGxxBA)}XAO
z>Y$KuCERbzmM#CDOUpl%+MQ$B_xPU4J?2A&GMiIQ3dvX$IHW#U?VxZVfB)ZOY~IB(
zphYjHEbkc~?l3=b;lc!6xoex#{moLf8B$VG95h6dPEFCwiH?h#ckBC#-DPjN#Kos;
z-4@r6<JlO&vonUz*w`49(M_KnKYyP8<HwI3-QCIBO~;QOy}J72#@yRxpoJKq1sul4
z%`tk%A06$Mwt3v=v@n4=?CQxgXVzR!C@wvI`e~7d2p4Gm!`a#34yMz>18;6_el7d{
zHE2Zim4U7<@BV+kR-dY?t*z}%7h0`hXt>c)`-HiP{mPXqH*DFG!u_{b&NeFb!*BbO
z7cWlK)%me))t(9Smc5Ez4;pIpE9YkLp03xra;4^$EnBj5cXNyDIcQA<%_)LX{o!{0
z*K_23zrMJ*_>|YX*4EY+7Zx(Fi{0JED{YqW_SV+*s%twsKyx0BI%3W`V#)9B>|C!J
z*Z2GS4|Q?LhZgJ7+S=Mmo}Lm_QUcBNZOy#grWd=*#U+*d*Vc@SO?E#XFmJPn&dbx|
zY;~Gyp`@hbp*KDFc%Q7Mt?k_0`}^zdZ{ECladr6mj*b;emb5IrDxsw}&%@=*kB`Yx
zHWdcEayC0Ie!3747#Mg}Z%4$sPfTsSPp_;DPRYz%xyjexzyIH_*Xym0Pn|Hq;qLD8
z`sAOQIyx!WH3cu8nQ8p;wEq5_fI5?>4<0zU_sL{V+45@jBd4m;!24Be*ZTbX^V#3a
z+gsV){kYWOsnezfU0)ZgX=OF5ql1ZwDdWqFi>2rKmxZl~a8!2h3%R*1`?}tyO`EFT
zW*$9$JlM^RO;B)e)z_|^+}zCP=jN`rmF@c-f3(`c;vMhe|MlFUHl=&Nob7~(6Aykf
z&Ah}?{QTTe^ZPZyZ$COZI)3>2wRQV;b5KM1+y4Lmq~G4!nw;It(dx8qflPqe;@-uJ
zl|g+@X=!N}SJ#cT-D0{;ot>N@A$$A%*FXIVZReBSkbB$A#l=NIQ<IYcG<RrWZ4FvR
z02*D`UvJM{|Kx-qsI*g??6@#s!%Cx8C&f*hH#@q_uq;+PbM~y_^wXeWOA#?KC1qu1
zD=RCVdBW;`2M!%#GMdTb=jW&Mc60i9CmpfmV?B}+PNoQSAC=NwCjnUv!6R+P6SPv~
z<HwJnDF)DxcXBfG%8)MCZn2FYPM$m|VUWPEX6;(V$tMLQBvzQ+`+mP(-hZAAW5BkK
z_)7hAr>E<KhC(Jy5(13^9DNCDhb~#7q9MY?BX2k7=;reGaW`(>Jb2>7ies8{|Ni-N
zVQ+OgXh`V(zFMu{eX`bU?Ck7cUR~whwr!h5`8%10P3j+wX7bqC*$H&IY}m9ZX>*;a
zioNeFlf>(pg@uMi#l@!cJXbF|aKK^4?Agu>102*QZ~V39j<E9d(}n;3RDSz;q*Hjq
zrcF(qou0jWTmJp~XJBlcY@77`{eAX;Z8Mf{-D<idNVAPc^3W?oQ&Z7hyLQd6uea0D
z(E&}l#q6mNoL~PBw4P&0kY?VU9f8?5!@^?!GMHY^cC{{h)39}`sg91$f&h&hB1an=
z8$CQc4lJKv$JOf87`)ss)biS?Q(SFrZCm@Ie||o1e{oZ)x7qI-UtV4=d~kqq>ek3p
zPoF(YdUT|7jr+sh@AoDDmXVb;Og|^{<=tKBySvMetIw}lWVW~P@v(<5E-tS4_s8<K
zn2gLBvC1!>KOYW{uRZ#0ZNx?<Gc&UdTecio;MfeRKNx1+?KYa(vo`zEmds#}r9n%U
zFTWlkCv!aXLz}dN%=h(a85tg(ot-W&Q>ILDxx2f3xw`*6fxt-qj=nxVP+xlDM8UcC
z_4~Z|Pi#&<zan;b*_63+eZ$wqC^9oMZ+m~RnLQ;f&F${4(#3_3k6oOm8@*z|f`*O`
zT&pY&xARZ-Pyr1AC@D!<m+6$gy%n1Kk6+fxC3u-n;O_NB{2rDoL%e=}d%O7g`T3J$
z^p>;p%LxcxoUHDD;=qB1clY=EgSxOAlij`i{M3{dJ$jUM>fAXsC8dP{9{O>67X0{8
z@#^Mg_3rI8^_4pX1#N47Ot`f@|NOi|@9*rKeCEuVjumUl7lZmr$1^W4^L_H{*|JID
zrM3#Q&GVOqt&IxI%F??1?9CgW=jZ3ED=k{INGV8bs)(4Fo2#p9N@Akp_Po1FN{jaF
zu`x0?U;g9A53Q$0X=fyEZOs-3jaIB&sR<f`sH?M^Yf;$5#wT;)lAK`@i{Q$7t#!+n
zyKhcA3t7_<`1;z~mlqeihhF01=T~1D;#FB$>EdFNbw%Ubl0VnhMyI5wAAe<UX*tuX
z{GHFyqen#q1s$ChPB=H$+TF!v;lhO}d3pC9{1Ffo6%m=>qoyn?D_c}nmUcZYc1y;^
zCOP{$AD7hYK0kkkzU!QLGUd(6J<ZL`J9q93%*@n$`t<3<7`^4SzrTfc{)VpMxE357
z5a7_-+Unx+W}d22)UFcEvvVvbcbs~s-RR)p-Y=)B1j<QSS67L8SO5I<^vT<|zAj4&
zZ(a+rPfSd_dM!KEf4*I6{r!Elv#m;Bxg0%ubd8V6OVL%jcjnnvXIxm|sCE0+_I&^H
z_xIKcm3@12(<Jc_i;~i*lP48BU7XnYWD;IZiU0od=g*Xc1c&MR@nN%<Enlww_s{3^
zE-q6hPILr~-`?l_{QUfK$Wj+4C#Q^GUtYf1@!&y%lu-(YU}l+qSjqc)wxFdz8j6Yw
zZ*6*D;U@~N+H;<qm}p>Z-0Y!pNPT`y6KG=N&Gk!{4oy<^zA-s+)rTvE&(F<$aeu#k
z)YdH4jS)S4veu7|bP6+^x>f_4aVdLuhqKeAiC5YTv<&O$(W4fKH5VtI7S;TC*nZ*K
zwPSOw%R!UR6_u46L-#NDn;VsT&(_AqBuZo5qECP3+t<r&&%f{X|KDHGLd_5@MG>yT
z&(D14Se0`9{rx@t{rc?8%#Eflr~2PtTPyA5<z<k0Nu{NwWx<9G8@!?n4GkxFsO0d~
z=jZ3&*<U~3cBh${S=-X3stgCNT@%}$fB)JG85tRw3u~jz865ol_|DC<?FJ2?&zsTH
z!*gdxA+x8ar-zqU)AZ@$Pl_zxynP!O5U`*ure*VHW6+St>FN514;^Bv{q@B$Bt%3>
zN$J%VuHv6k`nz`RdU0tf_oYjhR<(5Y^c*=cQTgJY%3_99r8RGE7%o}13^Z6<v{NQ7
zF7Cp$YiZdtB&4M`vp#j}mjlf%t<X`6nE!_%RXgtZ@#Bvl9&QIMa+>;4WmbUJR0-=c
z9Z=(P$@1l!Kd(Of<KtsR0gelMDvLpFNI^lt&_gd?yf|>-f`FZ!-H)%=<3GN+X>5{t
ziN)b&g}S%5w}*;Q&h2fyot>R;c7&~sT3G-89|ME8xA&IZ+ta`+G#*}C8?CcOEj2p$
z?;N|@UAL;%>X@2}zI*php!=wVS&qb}O`Afh;{R)g_^$VKabb~ue{EB$_m3YxR(#pl
zBW23PaA8fPvB%O&S>j*kn1B~$FfrWNRjS>_D}8LAwH6mQ_u-S1)fK0oR-Ar%W7XHJ
zvfk@Y<7)o>v9z(V0Zmn}42e2^>A{YA{kP_G8T)>3zrDL$|45RdlCtu{hYuU;{{A|6
z=T403nHLuqe|+3;uViBr^YrSJ1q&3uHTQN*m_56D!2*SClQuXgH1ziJ=H%pjIH^8=
zgBz#d!J|iAQ$wE~n=o~1>y#-X9WF|sML0?mJJy=T2Kq8jKYf0G>FaBtBnwIamzVp4
znronna?6%2Cg;xYe!uVZziXE+ITaRebUPjzQ?hQ$77?d~0@L;5*BLn;n5rEP>cC%I
z9qYAJ2-NP_xX~~sCg#F2UujTdLrbe`?WDDxzvcy7DmCriZM`k;Zd7V~sr|34s@PTQ
zer8@;0v>DkxBn{=U-PjwZRWrF#Kgpo-d@*`5RsVJ*o{d?LAAWhty{OW*8ja?CI}k5
z*_wU*!Q;owjSda>_EsmKon_k5*?I8i=jVmb&PYZ?M<?IkR|^^$G|Ro!(k-qJ8dbKa
z_^{xVQr-JKpZiYzyuQ^&YkIEl*WlY5MJp>S6YuUS{qW%f1H+cg%gYW5yM&}ABrNz8
zb*Woif5QCv{paRdU$4q}x+gm-kC}}J)UTQ_V@3yP`9idxOUuvC&yx?eaE5-%tkO?Q
zPd|M3t}JLdZ;zyLmaTf<<A2@X8w&17hy8Q8aPy|5eElE8eSg2**80t$prF9;`T6<u
z`N_%2AD^5QzO%nx9+cCgqNIX?f<VhGY-)drY}~j}%m2&dNs|I%Vt8t6Yj^D2si>sH
z6uv$#_4n!H5gJpy-rU~KzjNnKg+*1ionh1eAMck>{`BNzL20RLznpDCdV2eoEha8*
zZkr4`J3BS>^x9_6miC)t(fH&^3Pb8+rlO*vkViG2o^Tcw7cUIa+L&|GNJ2_#Q=50C
zgtWAD%-*W0x%c;0n}7N8<%ZVf_0F@+avwZ+(2#n1+Q!`P@9(>(rKz1ca|V>^r?$m;
zd2z+<sR&e+tF5iw^ZVUy(EQ63FV#77<_L(1wf+A7-dSm42<QD>rP*6QW;m@3NqT>8
z?}^i=oij5v&GPS^`L=WS?#DkqKGy0z@F|;FBfG`L-JMxO`@CN4t_OR+-^&iDGcq!|
z(SLu^B%wFAxBEYxGk4CM2@@s+B+DE<dUQwaZ!;Yo9fRs`IXu#4Jx_O6e}9+bJCR#l
zFJ$J!%-`SMYG`UY*45dSy}iY{G>CJe$C0$g=*?-oMMXs)UR+eRu&_9A{ye{#nVE-&
zheKGH*sX23+_JK=B4T1;F9p}U>)da3b!x7w=~e%yRcl|~tNr+hm4}y?amrVbC(oX3
zs^wjIx@*mvH4~;!KYlLr@v&YBtCAJB+F87oPKs^cxpU`@jmhlQ6N1E}qM{`1>ui?!
z%w)>V&9$(yS_NM5!7FXH;iHnPtLvKQUX!a0)z#V8ty?Eyl+tl(hfv>R6VT>}?`)xU
zr_AgB)wsC3E8E%aJ5?txE?)BbT5s;{O{v^&{c>xIYCv)G>Q&d<+uI+%yu4h(IE_cz
z#5(nq$eUYRx!>O2-ac`npp&z+Vd<-o6Hkj~%$~jZrRMMN@B1MOewo6;!d_fj>b><R
zXm0x9>(|k5|E*Y|5fKrwApQKjg3{7fAGO2p?(Sw}$i2Po=tO1r4LLWBrnT=Ze!ghS
z77;f$Hx53&V>1ks6(*ldNKS5^ZJxhs%E`OC%O5^^bck(2_tB(ptGp{`@X1;wJU=)0
z!^e+_%m=ciW<<yDE_>?~6eOe~#Hk|0>DD9Bn0|hqV|281JHPy~dA8LGlTRuLbv^(&
zXL8!opw4B!vz`3?`Eze?YhAZaZ_b=KSK6kYerjN5))t|Y*1S(U-v6pC<M$6A4m>#6
ztT_F2Vsi3gqmvDtot$NFZZw{ptiHJ_a(|ueZGExskEiwbJLrfdUtJZ-!ONRlP$wiL
z1X|*~Glp-bPurU}IiT@WhseXAwM$#gq`JGh3=$8qcq|P%@w6yrZ<Xl$`hS)Un=+Hb
z*T?a;IyGLn5b(__u5zA_uWw>@Hup>)HgR$Bsg7Tsf<|phUIch74f0SC;%IgH@#9Cr
zg9D8QCMGSNot(eEykzF)=I%WgIrmiR?(FO9v=Xyc&7bvZ>!z*Q*ONXxI0$Np_ez_C
z#-%pY1~2z(-M_znYx9M_fB!CAzrO$UbbV0SV_;yAz&j1p^L}}0DZ?qX9#Dc?=0Be=
zI5^nF#U<hCsi|3?H)mW_5)eF+WSEni`|#=0Rz>GF2JoVh!bdJgjvY(-^yK8#Hc9h5
z8PM(syV_qHGPj?fXM6hF^)mf+aeJjWIXQ1^&zHBZJK7~``mFo$j{lFi1&d_D7w`Y~
zi(5`kPO88E!M}1>H@BpBcXoDkc4lrd(U05HF=2v0&W#NVFJ7t<h7P)D*6@I~4Sm0+
zC4cxxq0I5W?;qGAEeWw>0}aW5b_VSLZwvZ9O-oa=asPh%s&8*NJ6)Jsof<(y<<{2H
z>F4LQ#^|v#q@<;7np%}@oN+;6YAL(asS6jt6WBg#&7GZ`ZG5s_+~RsB8s`oiIFQA@
zYFhM;f`zvjcg>30QJ^^c|NhX`VK1(&m6rDSWp#SF-LLQO&tE&m!N(UibK}ZKUN1^b
zOI`$+CG6QJHEI6N;^$6E6E_sC+wtnJy{3^7Xn-th$`&b5TgJU#Ztds7uPd)_*|J3{
z{lu=?-)3{>%mLMa5s{HsCBic^HSPZWNS2V6K78Z|%WSjURl#wulCH0d1??W#^tWBU
z?m)YIUB{(MK^h`ld#b*^+PcKN?hj~jkA?`>jT<)<w6tDrJ#xBG=7-k{neW@A%=2V;
z<!ole?Ws7p?d|>j^DkYxbY<OzziJXvQlRzEH=Z-I^99`AmaD0z_Kf%0s=PUK=DYwc
zczCBDFZ;`P#hyzgN2gwRed_Y%$z|{E{5<w4_@mXn>hF46b8b$WXJ3DB!JiDLyIgPc
zm3_nI*RQerTJ`FR=B6!M)|CCfyxjlgpP!#gUR+ohbvp0#G~Flf-ks~aeEs_J+2;Az
zH0@_q{rsf5HUIv+ygNG<ZrYoEeqPC&8ym0Bi#wYA?b1^3D+`_5ug_yU{x|xgoIqbS
z_tIs{9&Nv0clg@c=!?5bv$xg$`0z02-M=EpzNW<atxk&5^yB%mv$G{6C0FVkxw<tw
zJZ5JRtHaGGQDwKD1{bA9AGO1WTDf0O4PRx@lk?)jLeLI~x<4P?8B&8+oSSPcZf0f{
zpdlh*nk6!Oow2pGbnr5t#t5CZ7`@}}^0h1ra=Ok(Zcby=n9X?d(j_6TRwkiNmd3_L
zhEvOK#%#}%Wl+%9=Ld~CM(DJ;C>?xsv^%nH&YU?Pu7<}iEPsFR#l5}O%lzlBGy5Ns
zsWE5YKD%e<=5l9eXPZq;_weAz$;nB`%;Z#8SO4?%dc4k`E>Z0p`y89u9^Ttq9eU~J
zjzZ<=HE&K$)fV7tebf2sP%F2ffWU!E`|AE$F)=ewoG_um-~Mk%s@0V@Z*qF%Y^8)c
zS<KALb`(GFyH(}s<<+!yt?q2G?KQHZ3vzgyHG`KOIChN9XeN(w+L;9Iua;I;k2asT
z1MPe9@$va^*8Dz$L-Xh0k5=c-oofrwaLLSEd27Sf$}cYjV`5_!r+O()K6yjr!qn=d
zLx&H8%4|DvF|k9(kFzUH<OmB3(|UbBq~!B6-y64YJL^q%)|z_g{(X6df>&2GZ`{1O
za!py>x#P##FE96R4_etWaiU;NZSBYB^XnJo-`{6oW_Ij)eEr!&VS2Z_erv5-37Wm`
z;^O9h`0gE_wzjs1icpWVd7tlpo7!I`DypiE3j<cnE!q*gyKKYOtyeQtf7(`m+aP-8
z_SWonL1niME4OJ|SAEgY(a}+ueDcAYH)obz>+9)hiP1a$<>h6?$tM*idR$re`_nn=
z_n^Hcj*gBww|{<qK5_D7W^;4%DX`6J@(dH^%;{ldW;<}})-2z{ycu=+VSCc%+t<gX
zE)48@EcJlbyuqR`IQjj(y(*JWuDTn)kzK{sc5X>Y$ql<k2Zz<+>(!JNNt@>dtPWcX
z8h`9KRiz^&EZn)`&B_1Y@7JI2tN!$)^VSwN9tqI?fUNJKJ?rlrY-T@s=gyptj%m8l
zZr;=NQh!g=iF7hfJENeqh*MZ?!+z~$`!g;o{d&}`-_enAVuIq9>hF1C%l>r!Y~d8n
zczbKBi;GG6IT_HHhoIn7NI!gU^>-n`!2A1ZGjD8242g>JVr6B$vNbz=SH;IgUUk2}
zz4d<h@S)c2FJHc7+}e`)<};Sv8l4>)Dk?3@{O6xL#Kz8kd4i(zswtsGMMg7c%@Pv4
zcxtNl$$R(a?fd&JT1jcs)~!oVPuJhP<^QkO`bt6fA1_$E*tz`uJyoSe`uqP(N;@|v
zQdL(;X=jYz?d|#MN{fyhaml*1MYB4{F7uMgt*zPO+}4SQSfVzk@p@lAd$!lh+dH!I
z-R<q`5B^kCirQOcI&;R1fYZ}-K|3L?wyi$LZ~te3P<>dK*lG8p^JZ+=U{F+8sJLj8
zoIs<4!}D`<m6aA<xDZfQ8)lY#jOW+K<MOMI{QvW_SW8z|b<w8RR}LI#kh7_9aB%^x
z2yu6J*V58j6uv$#@cO#g%p)CwAwfY-mX?-FR<Ax?#bTm+8?rWYjm>}fhLSL~Szov^
zh1R8?pZDgLs#4VUJXzm)Haop`u=C3W{QmY<Q&Y3Eqhnj{ZMUS2GnQW7k{R69-><H;
z=<Dn2mk%^DUtK0HFYiCssx;|-rhM%e@OqGrQ&rlnPKr;TJ`D^E6pW0BxUe>Qd&i15
zyAR&EGw0Fc$Ju+u^<#G(x%B(h>h&w4x9441=*(WmTPSnAV2|bb!vD>C_U>h5K&)F>
zu*qIupTGXkNA|Sy^UiMDntwkoH^#kBrqOBP1&iEO7iNQ6-LlqY8$OEdE`RUl=El~&
z{SnupSC`6*iVjUu_1=(jQpm;KeKBa&@*z+UL4Cv7+2)|x`w%gIY0DxN7AD4fwcle;
zq!=w(wk)eePFUS9rM|trU0G3)F)S=>!s(|!9(C(~`0_GXL|j~1M~6q<e_qP-9aUem
z?(D7J?o|UCa9ka}9<+2E)Dcur0Buq`aq{HBwb9#6^pe@x*+Em0pzSJG=lO?)iA|a`
z2{d!f(BPsJSXpjoV<W@J$f$E(Tt6;E^0r~!p9&5ZCeVWX<YPUKE-o(3pMu|gK5u{g
z>}>PGcXupx;`Zz~w>tOsty_=2->*MD$FjKK$A`o%85f-vKi*aTo{ycKo#DWXi;F>H
zHd^0V7(hd!v(0jw=FgW`Qc}9{_1lY!%AlFfq>U0@ONAmMBeiT3=FOXT;o3E~%gcNf
zg*qR+d&jph0F-|hx%bPJ>fL_zN?lu<`}+F$_1ogKwRCllc8O{$Oh2tS(F3$#HY$Ab
zfA!cM1&my+Otw{D7y`BlBt%6?$=O!1EO@iqOKmcv#_H#<uE|b1neyX7Gk?LC7lBWn
zKL_<(XP9ILO)bDO^wRM9`ugh?`pcFqS)rr0GwCSTl4Z+48(`w=eyYCid}OgM@rRXy
z%y%&@d7imbr!M_eHC63Yea>`Yu2u~_y)fy%e~pnll9Q4YggP0fn7V<+Q8cEWs#^O0
zX8QbtmoEzo3JT6J&zC!rwDHucJFi0GRCgvtW@Kir)a5RXg6!b%f$qK#>gzD5|5xKP
z!(ibxi@9^>7Ct#4cxPuZJ0Blk#m`Twd@>dc?(Xir;b+#p{~6LVze7MwEbM8ioo`>Q
z?9YiOQ(oNIsQmBq{Qn0IA9h}B!_csIuPtb0sGwlu-s<m%Aai0Du3ZcJnHX``>+@3<
zCPo$}#<X*DI$ylV;9y~DX=?+mSl?Uy-Oa^?<=VQ~?)i1UI3GTI_~Gl<qZ<+r7d$w?
z$j}g?73#UTNb<^3pDR;yOTSK@I(6yCRS#}&&v!2=F<G>DF=#|;P2ApH2Zdc$Bqt;^
z^z`t2TWo7<E6c{lR@%2*FV!sbl1k3aO|1U&?OIz~TW^Wp@8sCEYgb2icd)d3>Gws=
z&CR!rN(&1Qf_DGDzP{dBN9_8~KNfw#;3*y5l$4Z~hlkriopCMyPJS7ShA&^fXg$>a
zH{tq{K+r0pFYoR~r*2!R?my2&=dwn1k+g(F2WVNj!_CPLudWVXykG$X!wq2%1__%A
z15k@*T72nCb#?W{-qZDF*i;%lJ3G7G?Yo#dY%M^yxPBPt;t;Ky)(<NyD?uA7?%cT}
zRih`$D`~`{sHm8e!!D?3W;Si^<2GLD4}X3ZGdKhW3JM7eUp@Bt&6}S0`~T0=UGx0O
zlNQ%*v6Z<C7*pRbxW08d14BtkNkU#;pR9Em1H-zwy{kSwzI^$zFe4*l4v$+{*fg*6
zN58$j9T*hU^yg2_n_FAEdzY`suWQ((e(7o6-CeD#!`B}=bB2fE!|nY28#kJndU|_1
zpPr^`m~?~#w7S+j?~X%Von23F@5C81Iu0Fj5)l^<pQ)&;s>*ut;zfprySvK|A2`79
ze(!fV=z{knM~`lt*Y*8gHGlH)K34|^2GEpTnBCLfM$qc&TU)cgYB4YPwQ22&UB6bY
zjnh7L>XcJEpDbvIFeN=*Sw*Gg?d2_Uo@aloI0fo$#@GK91ubd$^+ogB+uQ9EmEFTQ
z)3dX?fBdL0dzXB?Pu9T5$mw{WZ1!3AR8X;#lA>~LO=R%XU7F|DLsoYjJH@53n{U(R
z&5T#-^u@%)R(&}Xv!j49GBPqt+FIuLRax++^eo6qgbmxawMFQ(?c8Yz8a^$1dn=SP
z`eSFTufK=(KUpCm(84806(Prk0S}(fuMeBu-^k1!_FE)SK_KDD3DEXl14Bc{f&v53
zjFz{zH^YJJ@%6o+{nfW_Nd>JG*|u%lo8v!Mg|7ba>8W?e(IgEKuA1L(w}(E8-(P2Y
zdj9<R@?mSELZ8}zR@|&z%eygxCptR1qN-|B<JMU=y4O;o=iAkSy7fGAHWEcUWt1j%
z_$piH-LdGAwHB-W^(8U*%skubu-r;ZYiscG1^4CM-Q4f)>|{<)Pv4s9Ki5k1-@kua
z&HGHZ*8VO7FNjR2dw*~5&3#+5uRD2rck})zEiDbL%sq4E3dpS!PNozT79QM?cvx!A
z{K(B|8#&pJ^+-1R&Ne%E;sl37q;v4y*QHbE+SN*liHS`({q)7<<^0#yL^eM=JNxjx
zdvab&h0@Z}UR+-<@8jzm+Bexl<;T<M@d{$y8?&yi%38km?%rzi(~JB2`OWg~a4>)t
z1shg>%h3?wdUI!IaB9}ATkAHSn!j56cGp8lj~mnqdvLT{95mqH-rjyH<ZjVUnPbO}
zP4H0pfBfFu<JSwm)-(J+lXBlhtW!ZSx<glRNw@B{1=E67H68P-ytODwb=SfbUf$+c
z*?j|k`(0W0?bsw&UEbKHu2_%DUMGs`>hIj2tA0JUNcqg!PnG-QDm!Nyr|&Z^exA0^
zIQ^XA5232GG_{)ATEm0`40G&irRwVHywpX1{`{G7X-Q|%;e-zl4u1Il-F>cA>4!I)
z&nszZdFB6SZrHxve41`_+rPiRl`SkJ?$`gfy|yMY+2Gru9lLfds{a0NN6pVoaer?8
z&B)E|-Lb=BP266og9i_0+}NP#)+e*_4v*%Wm@8#53*K5)Jv!2PV@u}bbCUy=s%m67
z=XP|6tc}`w=*h{+9}jWsuh@1@JibQo^YioWS679GMlV;5NV+d1IMt<wy``f=<k`ON
zPb#_h_C$UyjcQW;rYjiec|={o1q7Bz?PGRw32FNA`?s=zfq?HU6UV>5z8V%ha9Dcx
z*W-vyDV%ySI|80O6%rB>5ET4)<8|#NHhwvt$Z4f<AO1g|U;p6Eo18H5W7G9wgV+{b
z*0L~IzEe*2$K;NVu0Bo<!9Y$WPa#mESh7TAj&(WT_jh+MOP<}gA}Kj};-pDIPoB;)
z%UyMS_7qjmNiAt-XFdG=et-C~wQ+l;c%@7XvVUH=5~35a;X&t7Cl{Cgez19qb0ufb
zo!k5S`}@~-3je>^d>$0siy}9tRXl7JpK@>Fw!FJt3l=DVrdSFe9|H~Ui|NPpOjh?#
z`t#!>2PfyjK3VIMYnzjfa_ud&$hx|!6|^n#KqE6K8jWhNuZzvNx=M7Gd46B|{MxXW
zFS8FcFh*?65@ksE_vhz^&6_X3%zW|T;bH%r{a;>P<t{8NJaO_QBg2s+M_%wcrR$u#
zxY+&ip;m4VPEN=3^K7SndVPKU@z3Y&`=hpIB_8XMWH9lsXJTe9eU*E05i6)`e`H&0
z$BLNX(mSO}N=7H|-;cktI^3UyoxQtDRJ)5$)~aLA9vj6L0qw9g0?KYZ0zZHLbmCB)
zrW>uctL&{-i-3}bhR2cP$F;wvq@-{tws3HB3(q#sH`}pp%^ID+l|ib7kB{*xwg}k&
z{W3Y@+M1aHP91-LfA3cFoyDQp0$QzhwD`QOx{<MQtAG>eG>SvVkGtE{{0OM||Mz>+
zjSY!T9Ew$6U#UiI$xz&ue_!w2{r&njwzjT$dF$>~P1ldtYie$Govh~jrS94J`S}Ld
z4mPuQ>+k#F)FWl;wI*`2+ma<qI>dCNX2_-=EMoos^~T2JRsp9w`)Z?i?Aq0}I($8s
zVoS!&O-pa=t==x+)N$m9i=cpjLW{toM@PF4ojrRtp~uA~MebXZt4qis&|qJ$l&Mo)
zot;~sOlSH1T5-@`z-7L(3qC#Zd^)%N&!3v5mY{aOVcDAqP}A|@!-pJPTv{cz-@bi&
zad$U38*&P(DVUjwIk)j#)ZU(aobS)a<MJ7IcWwPta_rVEsp<OhZtZ-s2D!IPKnrZ|
z>?{T?tSEbbk2i9fpp+Dswzl@(U%$S;@BjDrxBaz!l2#=epcUjStgJ7OW@-5)Zz-&(
zs92D8c9w^)Z)<-)|Gk>ezBOO3hQGM5kQub8)G+y&P1qh6mnHqa8#+3?B;Fp~taJLs
z-QC+Sm3VQ020xWGH90*!JuOOKiA<V2nK5Hl+R-CN4xBv6+04f4R8q1f@-=8eG$|?R
z!~6aJmGtz^B_t`dI2`Yjoj7C0iZ#DKJw3f5bhTJbZ7pa6+|$$37e{VR%ecSK7Sxb@
zb91wMdc)DCur(2lYQD2x{B3Dz(P;iJDJ&%gii)JKudcqhzJC7ALaF5Z{PlnGQd3(&
zyDJWO>+fy3yxd>e(o!;dd!Ffx8G?crA3qcpP+BCEbAMm$sS}rMtG^w2KEJ;2-rnlN
zXV3EP+_}@D_!&=Ab2Dfu1`8XTl7WFhSXkI8kEfzqAr5YCZ5MwzJ3A}39Jrmozqe1;
zdQsBRuBue4(pN2+mzO>K^73-Vl@)>v4~}#SXWZLk$#C}abbh-Z44^(*Ol)joa&mL&
z>uZUZm-(_?kDQ~f!0_Se^!P{L-rg=KDl)P@cj(*U#cS5AG03{2@#V!uX8pZigtS6d
zEI1?lX79X?6%jKU1O%rlOj3C`H9W4dxtY1BsOZ7__v^phyRyH&e#!FXi*s*po1ntE
zbLUP8s}hZ-=4L@r(N=D8J<!mNpP%2U$t@F=-IETraL%wU*8??p&&{=dy|(zo1jUN)
zcgw%V1zleix>^hr#(|676t%Uv`Q`0E+a^97=C@~H0PR0!<rdTMw*j$^c8i0SRQQ+d
z&)AxKd)tXZv%EVJyiz6(i`{wyR)^{4+}h%~-h8$DfBT#p20k;5Sl93Wx9en)i%W=!
zOvi+djuQ=~udjg?kp$0E6BN8S`5?GJ?*~on*8P5Ko^xl%#Y+nX1gBcoFoE{!ySS`M
z)Q<p__%2JN)L>;lh>>Pd@PHvDvQ6hSXbx`aVa?!aI+09~(-KotQwuH}*s#Ii#HOCI
zx3?k{c74iyb!FwLjf$6dtnWB;oTcT|(q?vkE%C{lbd>Gv?p;z0)I6vcarJnupG(L#
z1IC3#nr3EV4bKj_O;XW`-F0OXqu@l(Tg6kaq-Wiq{&jh9tL@xs5&PvX&k~uOp8A!Q
znO$2S&+j?u!J9WciY%Z?W6m5I?{+sAwm)Ak`=2;{`tZHI)w;4?J3l{cmsir)2hFOn
zJ^$SFyPoTIxXTxNABPopZtf^lHZnG5WB_%!7#_U4yZgqj($%Vmm6Wum-k5DKC@Lx}
zpjE!*>{`%~M;R9suB?p?Pqz{j6cn_z^>J7cv$O86)wee{nLQ_g4)0+&aG;S{vE@LY
ztTpKHgUzq4s=jD|nx$1=Umd)9RkW<E?8DcuuHWC?HLU+vlai7m5ephconewGG|M!b
z&EMbu#;se6f|hz^+}&jg+Aw(KO32<%x5S@udr$fE_pjn<qc%R-Rp$P;=S5CSjoDWt
z$uDnrWKZSi4|j^sFAQ4hH6c|JbhyZ==TDv}=;`t0@A=5)<m?O@nS(S8AKgr!fAq@A
z;IsGAK{^k$a$j5<Z62~ZjQ88OZv|y#Zim}=K`r?=x3+p~RzE){d*kL!$7!iOlE%v}
z?0Wp@(UiAQ+w<l|ezeiDww5+dKj%_VU@&Ly+=nk;c23icPP(|r)pgh5+4JZ3t9nmc
zQ2qVgim0txZ{EHI$%n0t0-Z~6;@mm2U2hh@eR+Pqeg8yd_eE)EXB89_I84<F{cuWq
z{ev4DlhckCJwC<@O2B7lo42>Ovx7`{{=7XruJUL~v6}Pz?RR&VFRuRn4s^!D-o3V2
z*Vc3zCLdGK)m?kR;@#cd?a)QbeSLi&zI}5$-Y0w3E^OI7<BCfgmn~loTFJg5e7&5E
ztZd-UqEyhL;>*i?8M^-YHE5=vn{#kQ;9>y*0S0w-^^g?-jJ(ojN22rhwt7$3lZ<`m
znZH@{SXCKlMPf?iu|{Tg28Q3?-(P=u!+Bcjl@)=96Xw?c|7)Ihc2?^&-Dpscwydmd
zMbJ_%(5~#SudmPUagW~qtvU-dm;LkUbkI>p(b3UY)<gy`|8sM5x?%D$o|1QWB=_yx
zw_*GC_U>+OCMG6>iVq2kpHJF$eK&Y|$L8t9y6s|rG;b)++qpL(c2^1K<KzAAhue4q
z7do+8SXwG7C@`$w`%UWH9LwM(Z|w^ou_!4iP03vywpL0>S$X25NlBaJl)8moo}QRv
zS=^%HdFa-ysF=M~p&W`XSy`(lq(+|Dq_gkWtJO}gPn<d>Bq%88G)YC#bJC`qgYuq}
zj$Bz8+<Pn`J3G7R=C<71uXKt(K5||9XOgP7&#~w4-|MGDf@{jz;?mNquM~fJ;wdO2
zvqs$g;0|_PsT32x+%@y&&3klWqOw}DmzS52Y1S2koo6@cbbC+N(>(p<?d@=nNh){l
z-aXpP&hK;W|0QpI&5brSKQ5$1I<Jf0ugAp9%zI4TbJB}DJ2&6hnmyg<|A9tkw%0pL
zUQXiR;xgJfxAfH&L2<npgB>*y5i=&FMsCTy9hP%{U#x|trR18!r%rjDnQealiP_%|
zhxrfPym|A5ndc;xHhy`%PoF-0nO6JdGiY>R@z;vV%FZcML>3p$u`c%uSs8Tn#V6->
zzN<fD#QyL|+|u_qz7}8i)3u_yS~|Aw%8J0&V_EBF8mEJ*`o*s|ZQm~LJzdXq$D7G_
zo*e=$_4m5V$}49R@%~Tkm*r_^XH|WDdvmjUMMcGoKQW-b;-BB|_p?2|sApdKDnw9J
zbZNMMuaxPOO~1dt*Z)!-HAw{|wte2;-``(PtuCq5*4Cc;o+<hFD$rIoj_T^_#kccw
zb9K|s&Ppx$*>wB=S@ZiG($dn+Uo9*xJDuD4B-gf|xHO|7V5g9Xh)PPNn5<RFg_-v@
zrFtuRPRh8qXXnYMpFe+gJ>Dlf)t;&J^)*q@VhxL;CmkMMUPAW&ek`tdzxTU~gG0kX
zmXuptGEZ%K_wL=Jzu)hRSATyedh+B+&>=UEKA*Q2*NxsL^7hu&%aQLgRTLZ@9S@y4
z<;5du<N^wO6;;*Fv$M^+Wv$CJp0e}FXk=Yqr>o{SN8{SMSnWPpYtS};BW=9WM`jo%
zPqANe@7}#f*Vaa}J+>@=H>aSmF!0*#<^J*;%icy!oG?M5Pu^Y+v=UxWQc@FCNf$eY
ze`u<|x+>Id`}b>WqYquX7ItEj&aqzU^rHI`lV;D>2K5!ztoEL+m-PABStUcmKu{Ig
z(%#M;In6aAW5r39C+Fr`AG&@Wl=5U`WRBd}n0)lt*VnF2PE8gC4;p3|rFKmcxUw!b
z8nij8sx(7?3o{c_%k0^+3yO<{H>aN$`}pyrlAT@LnOUaZA!{N6JCi>@JIl5`^Xsdt
zr;d8ewJHUb%}3V7?sf?Znsj4F;o=w9*3LGnKh(lmbz1z-o~;=dojfLiM$*;8)<&rc
z2@4<HSNpp}&tZQ3zslx9kfk8UX<px7Uk}=cGjYZY4Uj@7XXmfq)^21u5|H#yC3$c8
z`*|yZmUac@eRyy%>G`?2AdiAt)1Z;k6PtAA)qcB~q^@wk=5udQ`}XbIXIPi7vnYEr
z!=mcTiWz3Pvx@dbL`HVLy}jLjYpz-Q#_m_E!`F9hPCpOYdBg2F$t5FWg+=wZHRsOf
z@Bh1O^O=W-+ou*^J$~H%%pA+$oZH)cK~bE0dt2v;6CSG1>}r2W^telVKR(vms^Y0+
zVG*GdxyfaYO=XabRf)%QwM+ACt6RFeyE{5M1pfbhUw`yqGrMb1(I!xi203g+;NrGT
z`)=HbnEUn4{`&Yiw$)*0W*9n0KA&e>{bk$7e}8|szSCa2V~0g*t*BOrz~yDW!tQ-C
zg2(%0g^Qn`6OD_DJN1cMOvhm7-}AQL=WN)tNk~yqG3n$aRV775M;W`C2%i}SjuFw(
z+>z5-_wV0-;^axgx`Ixf4o;4#(kD-zbklz%t`o7~%<r$)<9n}tJSralBF1C(uG{Ns
z4=tKHWs1t0HEUXQPAeH01mxE_hOdjc`1Ai{KZh-)M~@ttvF7!8`~N1E|If@cK6Lb`
z>xoS|phfS^sZLH#Q>?4AudOkR3a_f#b>iH)uz&OC&tIS8z1(kZkKXs6&*y93E`D`I
zbMi;2PhYRcYoG3yv%Qrt^Wow4*Kf?7IX(XW``fDGxyY?o%1z&A@}x;En>TNskQ%w?
z`@QO_&s)WBO;X`BH#Y}0p7$E1pPwhXZrwVkX{irizt%1)E-rm`e_w4hC~=<Hq~q2j
zk@$hLUBJm_rje_qUccQ$%^#JMQzQ3$yOquMTEZ}?B}mWGGBW?)?fm^~&&;>2-gfWL
zojWlXR|c!kt&N_;vczIzpR~E(%={Og8Fh90UfkTAzHp=1vukUkPfcE%b#+zemMtcG
zjaco~+xk9EzLi!iQWlu|>W0Xa$&(k)IUl>bOf)hwlI=9;0Ji5%{{wGTPEzUo@S$Mx
z{e$K2?g&asN~$Gu@$-kDyZz@+&0Ztd%15bL@lT&T=~xxITI=L-{r!Iyg+IHr)ce$B
zr}Xsn!sq8?_ZqQo-(UUx9h-1Zljr4SzO#Lf`J`xqnspNPb$dQ#SQ#4!r^i)Q?b@(;
zv+yRJ?vs<%rDN>u?c;aOe*OG;`j*ZH!&_<5VPRpe`vU5u{2i>y-b5^s=(+gr`mtW=
z*JrhVh#bB!_uHY2`4W-Q(XUlgqi$I*^qp;{TlCk7<KhBGW<}3QA3lCGtP1>c-v0lK
zJ9BGH7<X2DTvT-Z<8k?Vlb!p@@7IEgmQ|svmzn!l8>*k)1WMx<t?d4O30`{V*Vosj
z&oaNyoIij5$=&mJ?%cU3YHJqT<b_T1x33CaEw%TAb^X6R7rVc;^UHIUmzOJ^-o(Mj
zXC`%gs&;tEEEO?z#>zVp@-`I;ckbM2(K-ESX8Jrssn@;I<}J<5&Krd$G#$@-duyxP
zY0*6$G28Rzp4+3o@$9pzAkGt;Qcr_w{)-ncK4>j<Ja6;4XF_TuXy<eOJTt~E+qQ{K
z*N-==ckZz$eKloMZD(g^)#v#kOq<fqN~PYLV_DpDZDY;PqNOn<C0p**y!~cvWhGVn
zYR=4=EC1M5&v_rKWcoq1L`(eBr%xM-o_cvqYI%2e_u-p2Bh&ZIo-G|$@sO26aYN0|
zqUKT+b@j)mrfM@Z2r9cBxOnm6o3Gvf>rci`QfX;zU0C?|SpR-Qe^A=*-g9Pe_4g0Y
z=hr{Fv$NQu`kM}DO=Fj+HWS0Sxz_D__Snq*R9IMe>V5L@KHX2h+W2I-BBxCi-z`6N
z#*B{3%l(}vsqjdftvT^Eet(_p^K)~XRXktZ-md@V?OWby#YII<_xIKIUfY~|+w95H
zrw1=y6r5{aZnpE>wYAaA44~2Rnt5`no<d5>%DvYNQ%(q^zG=0s{`TU`?OmnXDxOZ)
z*Tp90=H_kz&3xN@zf&yW1RCfyi(2PD-)_UkjfNKb3JMOE(?LVpb1OMHId@cl*JDVy
zu)xvn_4=r-T89oF?meg9b-efMlarHol)sl_(3l%6@#yK(R=>GcqS|h6Kdy?{s8sd!
zRqB>IA08h5I?eD&;r7Vf=xsTSprws$@7}#rJH0LM?yV=!gC?nL$+*b0Z{I%Gu7?i~
zw}TE1{qTDIey#iQKY#u_^(T0_pXkbci!R7Hdrq1new(-Q=hNvAU%gtj`OIP!Ptb_?
z!<R2J3-)c^Z2aoVO6CKfj?X<Ip{5X`2Rfe4Jns$z!=7KSR<oVX(6?C^v$JV_-7nAl
zx}cy*pQ=}ft?k<K@5+^sr%cONoVL?_rsfE0M_*Xz9Jtg=bjR-9i_6~L0u4|~nP#=P
z^-4Wl+;7LU;N@S>>Vqqn-c7Hot8?8K!C)f3e6Ce#lYo=t-hB(+@Bc5ykdU7KJ%aP<
z%gf8B-k)urpSLL|BV)zIN_GEvEDWHfm0@9FRklw>{=B@lcJ`(_UteG6y%xUMjd!wm
z=Dd0HK79Xv{dU`*KQ$`q>dXvcIuQv*d^;Wb6OTP&XsG)7N^&lH#-wtFQ#Y)l{Il+h
z9esQ(YQyt|%Y0|gS_2vb>6g6w|C*|&kdu>>&$nq$o<3bFlN@ZTZ2Qh^_1h;WCr?n}
zv@Uz2@ugT&R+jg`m*<!6ykGzO`}^c;Ya%)L_}V5<7G4#;zK@MpO5=XKqN1YL&D-1a
z#q*VYFUTF1GR-=0`0(KjOKE9olgvvjP8~_I<>lq&9Ev)1cRG7O{o1B&tG)R7`4^WP
z>@It|>dsm7D_3(5+WXnr*||p57f!2<+9IyDOeb!SgrcHiM{n=ZUTO0wf&KD-FP=Je
z>QdytZ*Ol;P+1vqd(B?qKgZ?kAAERt_|%tnet9kbtyN!NExlu^)Ai*`$<uOuef`O)
zd-v|`J-55^^RiF7H`b<P%)h(8{(eGj>(NEM?i>p@^S*rf@|4DzXU7yhC*3R5Ua>*F
zcGH@l#-CnXUa!72zxz>PvhECv@KqrvQ)FAu>i3lGpHbWcK4`c{{_Bq0Ys}tS22DA?
zbfw<vvp@gsDtRd+WtP*S8NBSlmzS4MoIkIB>HGD`Q|8U%^PF_X?%l1_9!*_PntOcy
zdFQDP(1xh!Z8?o9o;zxPZ@c)6i#7Mg2FB0N&$l->H**O_xh2+K1+AoC?B4Gd7bmx8
z?_R^gM=qdkcK`nU12r6{^>=m#&a&@ZZlF~3{oUP%Z{POLHqTd5Q)APO-p0ZJI&ZD~
z{XN|+p3OVC;yOg8e(T?}e7X9!_xJO^)ft%i9eR8$=tENSj}H&i%&RwV-CDcm>&(>_
zzqhT?%Kz>1`{tWVOS$d-ez}}<J^aRZ@dcHuYCk@5O^sO+9#_fQ*x0xtWaXq!<qjMR
zuY5Jxw_h&wUZ3?uLm!6~XQKC3nQq#=`RltfN#&LU_W%DhgVy*RXka|`rRi-h=#<xn
z28PYa6(u(pUAlLcX~E^Rn-l8)|J{D#tF(}`boZS*F%i+xpd*33W<PSDxyu`Lyx5c}
zQ;y$C)6LG#c5!n{Iyc8MVt1MDzF)7jEv&3S{%u%R8Q#t(E4TVxQ+eQ4-!DCert!Cz
zC>a|Ie|>dT`<ts<;>L{A9+Q?_4q5%+y%Wck_3`^73Pp}D{=Kd2?Jc*{vo`Pb4?Y-?
ze|J}^(Y5I9d7{~|@7}%JQTKOO<n5Zjze@Ke$3#_DR6Mw~HM`=+hlN`6Pk(-X9(112
z1QpKUWj+V5tPJLzX8iT<SC!1!E;Fm|Y&|V7H8iKmHTB-6)YA+Zv+UN!?A&x=e%94h
zj2H6TLN}}}ICwGtY~W%y-ldh{fzw$T#Kpy*es{mWS>wgKySrVb&fcA}IsH5nLsL^z
zkDB~}|M%(*Ty~$=i{IC?|KG3I8<Q`Z9sc$Gem$tquw?1d#P9F!PEg@&X6LVaQzdPh
zwd7CTqa&P?Q+?0oUs}S+@ZexGyW02mok79DzH-lRZ_j`H=x8@XLmRKO*5%xsoC^ya
znK={-o}8GNbUaYTKkNRgg^tZ^r`~gNa;lvc`~Jf$=Z1h2hl-lotUWUeUSHEqHTlwX
ze8&<)^PAW9T`&0b#B=G)2bY)p{l}EBiMjJo-}A{;NegY;R<2yBwtsPPaq+|{Q&>DF
zd3`BV*V0o{2w4`pry_7C_qE;S`JlrCFU-HUx7wMbvG(`3mv?sZb8&&T61NCMY{{5-
z@!RjVjA~UOrw0cbnO)!IE=@Yx<;9fzivQWEsoL`+jG5lLHmy|Gy1p(pxN5uMlIrj8
zPQ5RFey;XS#H%YS7w_34FD%@w>OD>4?auDW4L^ST0B!ho;s9-g=9jZEh<Nw!@9&7s
zX}uS#c9p+h7qjBbZ1eXUA72!5lBnVL)K*h-vpm;t_xI(+#q10Us;aEJ%irsj>GZG8
zyu9qxWY)L749=G>UD}X+U2p3lqZN^x(@t5t*#G&^e6h$p|K5>vbFI6#>b?EAtNgv3
zS<a1wEq4~VcK66Vp5$`7c+SRRckkaj&zv|BFfY!|mvypC@cqR5b-&l1tm69C6Mn;N
z)*{<BCyvRt_m{nmN=Zq1q2nAPX2`hEDEH(f)l>2x?P`C`*xIu#rmk+^xuYE_o}eR#
z88WI)b@lYP`1$o6v}zHkI@@=z?sx8qO+1P$zrMZ(Eu~*<C^2jK+gU}QpPlva^}RZ~
z{@<U<nhyur{onM>{kHOW{{FvhKYmo~{TUe<`QrZm{U^m;Z*R}<2d!J?Xk5SV*QqD2
zHC0u+PVQ>sm*-Pt;ghv$0Uhwf09vc_>gwv*yFJ-@<!q%Imfbwu!YRx%P0~DX&bjVq
z{ahRz2Ttqn=TT$<&EaMU6@7f<x+ZGtsg#*7FE0m82~}~-eB20I3vjvq@7Hk9xvdRq
zja46yikCj?m$eo<ckY~k6X-Api}H7KPJaFK<8i-Q_3g@-ZQHg<7^QHu2zdDUg;kkp
zY3S?oE4%d=RLQM8dhQ(G#EBCHoE{wM6h8HQwSppxTc1qin(hFH%dMLhFIH|5m|>8}
z1Zw$&KfAIrc!p`V7{h|7ty!SP{>E!RO){-#Xsp?N-LaWX)4Tu_mNHf)CsKYYyZ6~#
zyPUMP$v>C(>jL(SN&IhrHy#st<M6oO{$ItLimGpKI<-PqIdC*e8mCFvJpcFWwf@um
zp2dqF3s-LMU2&u;in&K%D$CaF>td5sI!{g2p1s$nu5KTwV>=-=(j@DOM}AyI#SSB(
z+`GF<kBZ0FDE7%%DovU+>BzUYw~w;R*C;SCF@XlCzP|eR<8lAg)Vp`?9I1Z4SN+?&
zyV{c`Pd@tZ@9(2~DnGltzP8qNciG!7)9&spUT(xOb^ZGF5ql~&dieN=u=C4_$k%*m
zToJKx5eEl{KwMm08m~*ljRjHaeseBJPOW}+X6B;@2b&-L`1m;K-=Ck0{N`FYO-sGF
zDpY%NDQE}ssf?GCR66hNt?u5MeZ8xtg{AP%k3!IP7sHGT3J>4B$uU~CW{pm2Oa9wm
zVQV51i=@v?oIQJW&ow>INiQxf?Y^<6ax=&sv(59v+`RaBc}*>as;a7Xt%%*dO(=f0
zS?-ZXN4s5XYW9FeXsW-x5u9K9ZRU#$3!6dxT>brjHpR&%CMG&fO9f4ffqDhAXV3oe
zWU{|YP0gN;{(kYzX=jB*wZlRlfrcUu=HA+n2-Z1Cg_E6~-LUFQ#>UjsViRY~&;Sk0
zTw5Qn4_Yi1xH-*N(R0#`ZMn10ee%zGaJr|5=i%$utKZ!I_xE?VtaTY^9&TgSRV~o+
z8^zO`&h0Zb6IiHox|Po*Vot>6%a>dG`}>8mQ&N`P*jc<B<h|@`YXr~R|KBqqHPYty
zo6V<w$(1YY`T6;|_Un}~J2%ZR&!1;e_h$!qc*3f56{s?2(*>PF5_~(YSj0@=;Ud@W
zDL)?{?-%Ff<b3q~e!ckq|NnO1+t}0JFV4ru=QJ%fF*jG2jZa47+S+J!At9k7ox<uz
zrs+l>X_v3lkTT6uQSlT4jfUL&wdJ+Zm%qO>a&0H6bcV-Ox*j=tw6mp!Wn<;%w2RCA
z<rO_Ao%=q0p_Q?*@zfc!O|#X?-rv*Ji`lUtC;8w(Z|>XSx3}d6?~~UGS)s7Zf4*Ly
zoUIlp<m~?cDSr6&?OL7xcgycft~q??t$FD=fvGH@27pz~j}4zvZL7Y#P}2Q9|No!k
zFJA13jEn>=taX}}`n3P#V*6$P96;kqH*VdU6>}|sNvTEP@v&axUH7C+vpS|s5qbFj
zy}pX4RvD90OIk>7^6SZ|kv?-QF0Qc>78Z8>`s!+L-sW#ft2fLz)+4!ivPf!ry7(^M
zXFICCuHxX~G1)aYc2|ku?(+9$GaEP-N^0)*oo&`yXO<EvcDSAYdi1^ru7~^W|7pyb
zJC|24KQ}kGXi14;OGkIN@Vt5R)V}Z3IeqBZF}FAO_s6H-Tom^}>h~T_#UnR2r%!FU
zci~q%uXNap^b>a`Ug(y7y)t-t%l7TtPe$zj|F8P#fAjo%COhqd)6ULPU9)y=@4C|m
z4?2R*7G;}WJLz`Jj6-^>{{MU~AGkV9ckzACeo!}j;eFOy#VI#8rB<C5S7r3{^AnSk
zlXLrCSWvKGN8R75g{Av`zuWD0{$<mB*4DS$iY*blN>)y~AYm<^etuqV$<IY93dhb#
zE}FF9j`=}QbKv8{cKJo#)Ac@l_|Twp+U<7S@+C_a6hA*#P*~X5-p&r{-ton3srZ<5
zWqrInA0HnF2M1^^&R-MrW}b*`IWsSP4t;-bZ}*m*_xJWrJ^rb`PVUXyx1bGwZ*Fhr
zU%&5{R@SvOobK-KpiS%N&-2?>eK}D7|9AZ2vz2PTvs#LupG&;6qYyMt37L{)*4Ni>
zX>A3~@VnVJgN_C064k!2t2BGZu3ez*2VY-Zbq)y;5fTy#*q#^5U~u#C^p%zURsa8f
z2c0I-(%uf*lm?wl0<H0>{+@Scp6%^5R<lhqn?UWa)B5{eet&!W@a<b(X=&*lJ9aE6
ze0)s8G)n|DS7mQ+Klx(@`@|_KoPvUa8#Zq?&bH=y{P=P6k|iqO1BI`w5R{RXefaEI
z+w*zVeD~{q>w=c6-MDc>WY^rdxVRhp>+K&sdSsArfZ@ujP;NgzzYSZrwoace9<?Q-
zkyBU=)GCSCQLyl!)sg?^lAyM--#nYnh0g7uMdlz^fBWV(->w$4nzKjR{M-|>(zmxn
zSFT*y(bwnp``cU4w9JiLw?N@wntjdX`@6dze?FhDY-%c+duz+Z=zSXVg@aRHUtiz9
zIsH6nXFLZ72WY{eR_LmhvbVPqpPrf;u_a?-<m>97`I*6~(&l+RpzuG`!s(X$_xJn#
zQ$O_^f9tun#B=h5DN|YmmE9JUy}eaXQUclo`|A4o{=&z{6jfDSmy7RPl;d7_O02XJ
zwBG;E=kpTQWje2}ujf}+S8q<v$!KkB18;R`V&w*Hw+&ev1)AOi9aKJlzC37lTGBX8
zK~?qWlNDc{ad2@t6%`r9Rlha;@%#7TYu7-jx#HQ(^ba@F=RX9^dG$JeKB+!G;o+fH
z&~g$R8ynEpCC^DERq9u?a^m;@dbQfa(=+hf^v#=%K{Hpo%W`{UEQLHhJ!e=HCT-ky
z`%XlMj;D}QYu|eB4c^oB7P|FHt%%!e1)3ZC`}@1Hni|{0i4(1!Ub=KiKt_hg+}s?r
z25jccnV`eHLA}+-$NLZ8`c-c$Rsa2NxrA+%NnG8})Ry-4#}^hlN9-!mOgles?Uwf{
zixx$1$q;nwli~E7RPg4;#-x6)*h`>p7dxMfLqvqcx3{;`UlyDIjp-zOe021~*RP>f
zE0vTMEz<n{xFKX^5bO2z@$J*6iwg+}UD#7u-261{%#6l0Yjjl9)fZ=7UB%Gw?Ck8t
z$;bOTdV526ah^SQ?pXEvz3uPr?oR&t>MBD+;^8($eSLn=F<2)iDtDJ&?^$8<8+1Bk
z#;z?o*(cej*4(^#6SPZF#q-eS^LE)U3pzTy))w7o@xJ|Kse!avPJo<v_SXFSa*T|O
zR<^%E)5ISB{>Nt+CYMb6f4=@-bN#=c?6<e&Ru>%<o~q2wFXvKIW2533RJBg2YLd^_
zCsXFn@4p^b?VDK^J?Gv0&W=;Ni~h45kqKWPcl7LRbKZM}yu7@i)ss{ItE;LqUii`&
z9{^fveA;Nzq)8X{*Z*HGZ4f9~`14aL=$vBEC`okwURH(`F*}Q9zMD5GcbjhduP-k_
zo613L)AV_jY;kdMCr+I@q`&`9Q!BT)lA)pCB$b89$NNCdg{6m8m9)0bXqe$>J<s{z
zzXMxqYHB9To7XpI4(K)xP=^e3q{Z^(%l$y34HXp?5^p}w?cmA2yUSEBe&3ou@sm_Q
zht~MNdHQ+MiaGnIr59>yYX10enE>?D!YCH#ez<t&7QQJkil{icd`;?Zl~5ObpH9
zwzmR<HgDPl+7q~Djn0i*x1`n_zjrTgWp@Xc`e`E-&!+BfZYk5O7R}&gpaOOp-|Ll0
z=S`;xi;A}HDt(=FexB`)ijPX5m85g#$W&BREQs6;Uh@}M`Bc=q-P0xHl_8@c=)g?|
z2^q$4>!QuudYYS=<?L!QHq3kTCTHm!#qIg`kDZ%q{qX(!{7o`}l^gT!TJ6p3?Cccl
zaFGSIh(1+E-a9u*$HqqH;lqb+&p+=F2n-7o(~H~F;WyXn<<<(t&jyT!&D&m1-KH7l
zczs=L^X}c&IXO8~HdR(uf<_z8wHv9cvzNcS<2Y3-v}axV^K)~LzWY9>qobo^-ah%d
z9|xaQ*rvz`3mAja^Hi<SLnkMze|;uvUng_$;K5V>o12>zTR?Z^l+Nm!V^PTT^XE^i
zRC&<#Mh>4F`FMD0iliO<kNo)f*s%OvjCZ@E+lL=hVr<M*#ru6v9(x>Y^!L~6^%52Z
z3ySW#xgKXZ;sd&=;nGs?iPNSnD>=Hm{C!-^jsnN@Bd^Qe-a2^quI&A~-)sGtKE2(3
z|Io>koUyyhOn33+ZeD%hfI~}5i_KEqg~y-1dUfh?P}4^gYc_4%`R8#m6Vrp)`TGv;
zt^Ph?+B7x>&}~1UhB?E5+4=i8#l^*4TwN3I?kWWxi09_i-`D3B5HP{7{=>I#-)7j=
zTE*4>E&cNLwm9f?>4VMepoT7}iz2EWw&jQ#X!2NaDu<5)gNwVnc5JQJq?TT3^Q6be
zdKntR<7-9r^z>GQt(D@Fv1r(SuZnxJx<Bm1@E0#Kp8n-udvUQlsGyu*`%Q9N-d(Qv
z`1muk&H3~9d~ADl+YPiVC1jETBjbcwv$Dc=9ys7I*OA><(kw@!jaNEs&IV9qb)1s9
zd5KYAs+gdl;55EQp9dc`cUI(h>B-HW)O)=Bl$K|~jk`k1hK7Q^v&~$coS5RRl$Df}
zv>Ge+hSeaJz`)nSj51tSB@VYh2x8&n<a}{wC+NBW&=LyJDcQ^Y<{Cwqsj9NhwJvY#
z?&h|!u@R7z?7Y1_f3=JuXys4f$)wzu3|`$wj<{^ey2@2oS2x3|RO{2HPoOOnEv>B&
ze|&trB6xXUkeRM7@7k!XO|xf9+x>hZoRXFX8lMBLcI%V3=gZE1SEd9?aq}xwbC!V)
zNb2kB>*()yKiVbA$iU3T<KW=HuxQbu4P|emmcHqcGzOja@Z?DfsHMRGsy$2I+z{Nj
zaifG?%?{UXji4ld;?fP4(?0F|@}PBzQ=Tw0XoauqG0VNBpr^<8{r&y$W%)NYFy7r&
z8a#=g0kqJMiHT`L+F7a4$7*1Qc+O~;@$z6ZdqF|Lh1u_3yy$4>mw$9-rZGdq>hSfT
z<2gZVLgQ{;xDcSCs%rZ+q7!7NmzJ7B+N$X7dXFAIR%{7a_Vme<2RAk*Gnl-uWjL@k
z`#J-Iot<4(DQK9<)>hWi(o)OC2b_IB888}No?)0=@bC~TkF1r*{(rx;&&{!H29*xi
z*T=Inq@<?4{F9xYzC65r@7}$Bk{~xO`qakRG1IMAs&&N*jWsblg+L470s;hrf`dUL
zzzhwWHybl(oZTX4Q?Vf2y{v2-T-)9R(Su)JUjF#)cK+ixH#dXMQ)p)6HAp=r!T<{B
zhX1B}FPR<HdU0!Oc0qZ0dv9;=$*(=~_Hygit+TqUq@)B|%&cP84D#|B(A3tNn4LlC
zQEqN+t&23RRRTXOWz*Vp;X(lDkQLC{=4F-D)u7dZ5nHpS`rQPr|GIu%9MtoQ2v15<
znq`&?8Xo`^(N}kXf^o$QP_dKK6v_j-o#f<Xb;G(p6?0#Lw#3B5%=wgL#qj3tZgFwF
z7>E1&YOnH5203HJkpy8KV_B;bj?2q@ohvFVY;0^kd_HflY-T2=zvlxJXg%rNO@V=d
z5!>@*4;?yWQ1&JwB`r<K%1X-7(NV&tVneD~1K1#z1g4~At3p>Fx^+wH;>C+6&YW@S
zl`=Ibe&z!TflX_EE3Ay#ngv?+cdzQTF6i{ZZQHiJxVBb$(c;D2wg16^vO*`BDQVd(
z)9j?*-`=K8=jY+k395udS;PAV0Z_)7m<3u-DJUp7$`~nuAad~i{{MZTgKn;07x(k?
z<KW>r^5x~_iBqR84c5a}#zt#offLQ7!?!LmP7w=V7vuQ(*;!Cu)cjrr^SgKNe*Ans
zAJm-(HHM|l^H>;`EM2-Vbahxkaq(f$p-yMc_?($(%noW@e|&sAG52h&AE>x_D!#t$
z?3R+3L7-(dATt8j$JsI*`0()X#Oc%9Q%_G*R90qQw{G1G!(_Hin>K;=6R!$g&BOp&
z+21E?tz>2f8Y9{MBn_OBBSmH>%+xeC7G`+x^yyOLy+uz?O-Pm8wrv|j1Fy8%g6Qpe
zUY{5l-rnBs?%=?1ZB69jxC0<ZxTp#U3xF<1bL41T=-mG3%F5s!MNhfH*2nd-a*HLr
zxv{aJpy0sO)#0EMp-i%``Q-n+04{7J6^bCC((Jq8%$1eF>OS-BWR26$fyT8M7$&JC
zo|>XL!z@>d0o3egV33!W-}|(-2B|x+LfitB0|Pk^u`J>E^Y`z?Wxmp1US4K@_wL<|
zZMo8*ZrG`*+R0~T7<%PLl$DiLoxXMZHZ#MfO`9NDHgM-rmLoo^!`2=;F;V&B@Avz)
z{VhOax_kE6fKG<#=;&x@Ze|8gs8pR!PfurV2x<ctEjCF^Nz3y0{}oeIRIEC?8nhHr
z)q9$Prl#jhS?}8-s~2QnUw82C-Med+%RfHe-@bbF>T_E<IyhWhTtt$&!6s;gt&8cL
zsvZ8y=k$pa8v;yH*@Xp+@9roBC5EcY#YII5Ee?5kdaFWKHhE3edidnz<f^BA^7efX
z9wcnOW?KF(rlqAt#5xTWepNMXc?{}mYKt;2FB9upk&~bwk;cWr;SdxgRQLaH`P`S<
zVQU(uP8F3h&*Ncuad)@*qeqV>Oq;fB%FW&7`g$=tKqo}6k}?K|q~~FEg|w>YbIUg*
zALrYWb5m&j{(n|BHZ~hdUx&T9vr|~vt;gZ%si}+%cne_jCXgRb9Qwg>#0RuJ=i*}b
zi)$i{LEF4QC(D4Uwc=+!XXe|-Ylg3lGL^9?VAz^{{n(R}lLcjEd-Lw@O1!=<_RZfe
zkSV8Z?HDzi($3CO)YDscp{TL3@y5Q|-CQ8o3JOlu8_8{2O;OGhZ*Fd$IBi<mO9N0?
zb*z}-<;rA~dP*c@eVpvuTU(ude0YqEjdf+g9T!2{wxEd(F}q4QH>aI-s;aVT<CShZ
zHB}pQ-32JWeERfBM^+9TvNKnPs3?T44m)c7eoyn0Cn<kEoz}1TeAXOvFUq^SyAK~f
z&JJ3K-6w0E_R;`U)px8ASgORRxgzm!8)$X~)G=jd=UWiEIt+BG<h=TSl`JeQ4<7g1
zA3HnSTvt{NY>Q;TD<J`f6X(ty18oO<xqN=o>uYN_Y}({BT`%^+hD2vjd9XF>>Y-!3
z(l9Nyhi+YBoZ-#Ucz1Vs^3P9CK^Kk~85>_*;wfD7>*ewn_xIcH*|Ud%;rhB*XBQV1
z&?QH4d#fTXvXrV`ZQ9&8)41{VbzND`z?Z>0jRZtlZ`_Wy5>nD~2L)T*pNchcd!@|t
z?lkoG^Mi)9T-@9iIX1IZrPkKe7}WeIaB*{sQV3EC3Qbe{@TmL1d3)ww>1ZpdMVHcV
z8a+56m~dI`z|o_ZE(!!%25JdSXyq0MZRYRj>2Yc2lU4AXbn=sK^fvJ6-WLTYy58Bz
zT=J4>jy?aITdZ5MQeSp-c+GciZ^*mbz$e=vU(aG=qa!OQIF)&+664Oo$82-v%sHd?
z{{4IY`uhLN#RUW-!=j`F<oNFFVtsR;-y|~$q<?wX+J^acOjhM=x3*kV`5d|`!b(d?
z>#^5S?-%@XHV5?g|4AzO_ww>`&;^I0%1TPzKOgg-bq!8i_UxVRWd22uI5{uQ@vi^R
zyCsM7&(Gycm6aA5tqW06cznG7_=$<iz31djvqV6%V_>}&#csuoDap(-c05<sX20y{
zIMueR)b#n3-ri?2*2Tvz2?_>EhG_{+sQvwIp?kla+w=1G_hhTTy$Li_QVP1eG1=ku
zwOMi1e6mb`{^-aG2Ht%1e7WWJJ$p@`OR@h@U9@~jh>8N}-h$=JmtXuTCnqOUGhv0!
z?ak~N_vJD!I9!hV`+xUcwMFV@PJ0*kU0uK4^7*%STT5JALfEEuu^c&moZZvY)9tys
zipqkZrCwTYE-tHX?ht%&EA;cd<LBl&9POIc*RdjJb;QSd+tYhLG(D41QL1Y4a%H--
zIo%($3?+J7&c)f=D?g_lIdY`ng5#o18fIcIF0;S5DSTs(WI@T65*L@J&5IX5n^XPK
z^{nNNlumG9EeR<({QIK2eB$|ewxBB&nwpwG$(Z55OyhLWF(fQ(Y)P-KtQ6~;)G=>`
z{yv6dz07Vs4Ez3yZP>I4WMcPP-3>*mA8utIcyQ3cjqSs;+0**EI!-kNePlUu^{Oc7
zT-x`0zfYJvxw-W9HP9Fa=$L}v@Avm7AMabJG&@ybDz6iReC-lXJ2gL+eZTuovQJzZ
z5y|-ful|Q~)(38EJaA>@tl}vhD<r&*3JWk46cru1vNHJRlI9gUr_Zw=>u2BhM`(sA
z_Y9MhmjneTsxWR&XU@xW2oWjxuJ_^R^M)9$cZouQoFQ340!mtsi;5c`9&TLf-T3o!
z<Hg0gvVww{o<atdo1U?L{r|`PvP||vrvtO53%Z1qEPXax+1gtA_4W1cNl8jZMn)6n
z&tGpGKS@O=ZqE&;i-Lh0Q_`6Q1s!5!Hq`8VR<5K~>DJE{6We&g!&hiik!nJE`pXp^
zE2e--yQSXKFKo+=2AxhTsvYLy=EipC?%l%o_iUd$eF{1o;M}=$)A%NL$Q`%;pHa2b
zs)*&r7SGF1^#rHJ{Qb==s>PtcpQq&YvX{%I*Ee^r;P7%~K39IPl3h|#vZKHMcq_NK
zLd$_yS66>LZ~s5x+nbx9X3M#`)}W$CG_=a<!b0YPKNcI3*(dWay0j?T{H$g58;J`W
z7e9+pQ!)x(>EQs{n+@8tVPYck>Hq#OYAp?O=gQuzd@j2s|GwPgW4)UTrnrQtTwlkS
zdyAp|&qB${oxalE?k+B_7nk)uyYu(0`Pui^*F{<>DQT&CxiS^~|5y9t_ittft&kNA
zo|7g_oVf5z{kxsdK{E{8uI?_b(`IpP$>F@Sn_b3=#UwZDWk<)0LX+H8mhJEFUG14O
zZx%>og@}eIXUF{c^6O%DGBIq}w$1J8s!&0B`SoY)%iqbodHYsZR8COz=*`Uz-D0!!
zZ20BbUR~V`%0@DcjkAg)Cz+Uwotq05I5f43Wl8MrGSGbPr~e0=*+Hi-N*E@wfGUyv
zeLvam?k?Y+(BhIZO<29*+FC|^{j;pzUtdk@>*$!rQeS^|vVgz;S<AXdEufqtv?k<B
zlj&pi5*OH7fXquOpm9ZhIU7)*fo{6|`YIH(_a1cO+x`9ap!rA8Nb0gbUxY6#X1}n*
za6|6wG#f@GEo-fCwr}sRm#AG_C%Yk)`@*)hOBX9G5?T>r!}#&@XXp3#_9lM+U)y{8
z_U+`0i(Ge9f7i>qzpwYkjfjvH0S{Lm2d#fRu_@=n@l&U`u5;~am_BJz)493UhmRg*
zm6Ma}=;=A~_V)JqRXr}Mm!6$<n67u=^LggoWrjZ$v{v7_({OjU>GP`Tdb3noI$j8>
z{^LCH_xJaQuU~h2PF8z3xBTA53?0zM6|1s0D~x?P8Uq)*ElfK*3v_WGfd>BBiODN%
zBDe8K7_q##%KhUZJ71Jr$TdsLOrd^8=7#BUOi9U&jm)~TqJmQuRR4M1xOh?U+O=y1
zMMaxRG{93ZXN=Fk@B!U3_wN4wenw_Cjmx0cF!o7_qaPj~4(*+NB5B_*u8PmT2{#NL
z?0(Ontqn?>SsOMphplCD>t%|o4ZZyM?(6l@pgKj-%T;*Iy}i}RcXyQvI7L{A*q)xQ
z->!4IqoX5W8E91-=6H;Ei{}zO#fF!cO-~+g;XH7t)yJ;mlyr7>!bPPAYqvL;-(#@*
z7xDS7gUi#n&Uz*$2GE`4GYpeK`MpQNkO{N|uAtz8wz!bcqO6#mJ9mOsghg%1V6?Zl
zXF%><tgp$)(AbuLe_d9O%PL`~$t7pzuHN~eqw7-1c~6(8{VI$XFU~4=zE>Y_9OqGD
zvR}C4)Xt!Z4K1y$n)~IgN<8xS2{27kQPkJ>Kf0np*1GJ$xw+O>XV-7hUzB~HUGv28
z<LobAzC3aAWMgk{Z&snuN;PwF2}_}lPR4!zq<);Q2i4h;vs4)0?_K_~=25S?$=Qwn
ze#hI1s%jnga%B<{7EXRCz!SAGi8UuT_v5G2`r4N_ZQ8`(@N(m7g|`Wvk&%%;4lCYN
zeqeZUKmPLLtD915UQX#K+56Ax!K+m-rzj~iN9>z3H%MS=@KPm4Nt28TOPw!#e!u^J
z(&=fspaH)-ckWDid23lBznsm5Xf<o==;b_tGe5rHKPzq>pB#%>9*c#6hM?r9SF2~K
zEXj{QyTd`+ETihI(xRfJAu0;07mxKygZi+S|8V_?zr4CBxhW%dcNy=yckf#5{z}-_
z*~G-gmM(L3ae1-lg<nY0oxQ6iE8cv`OgPTBz+tkdl9H`$6~pcA+5dR?*&jVJdEX&0
z)j>Oa-H}sMwM&<!rldq@%-ZBEq`EPCr8|$T)s_oJlT;EvK02!9viRasZ*dvhDiQO%
zI{~x8GLZ(E&V4~1WJ*U2GF^>dp<bnPeLeGBE5^*sSx*i-Jm+?CVVi5gSn`f1Wc4!1
z1y^q0z9c9(v-NuR(QvJK4WK#gOUkxsPo6$~cx!7m=tR$@UQ<J4)t`KOd;7-ja(y-)
zi3QVZ7-r=)PuGj>+OoxDsrJ3S)!!c-YUQ3`kl2(}C}bNduFoWE&Gh|!_N=(8>+@fB
zbgVGRychHNuAm&>mK@GEH<?4$=e=Cf;la8zNoGQ~xW1C9Y3TFkpPruHQUBj=-=9z3
zJ9g|ycz<v2s-v5;u4+Ab`t+sg{!3k5T}_J@D<3*^=)>3R@t_5_FK%zw2W`!)_>ge*
zkxEro-QUpSg9<DKKMW@GD^=O>N@eVG{`9#~OxNVTu1m->P>V-GT3UL~zhAF8`1y~&
z*6Q1^E9od#MRoP!+TY*Uo`<gv;|0xSzP+{8u<}!ii@W>c=<Rtowq}c0?_YH3{S(gx
zq1p%T%373gtOz^|YPe;FEpAieEG%Y@+Ri2<1WMDksY@4eh9x#NHG$6FxO%Pp%ZrOn
zr&-w8iY_>6ReyVbeUHVh1&kYVXRC24DrxD-%Re~4_@Gt1VOwtF+UQ2JTpd|aL0i?O
zzc@Rty}P^n;fog;FAX|QZCe{{s^4SxnP)?_Imm09?%Xwf-`LWYwJ-b8Be1oqOCNEb
z*phjf$8Uf6dpSNi8_>!epIIiJPgiuDn)vi|qhoV}csxtkng<UOUA~l9SZB{$=jM`e
zOe|`Xi}3+X!Ks={l^B1%SlrL!S6*D~yf$j<hJ=GmJragacNcV=>i+rJR9S*wibW@e
zBVu~jdR`^1wQt@um}WOTJlxpGY`S<^zg+Ii6&)`)wM4^(e*XM9jjwUVA3-KiE6Ipe
z!kq8N8)FAO;k9O+E0%2DcI^Mg^80~-vC$F-_Dk+!eUo&c!&JpkY=ib9rD+`*B7(iV
z)%k|U<a%wt2_@$nnytCPt)(S4MaX-Rnw0dm8v>%DPxje=o9w~BI&-Eq^Zop_Yo5=R
ze0P^?PVqO}-*cLmdN;=GY?x=;c)Y(+(YfJ&&PjilWhYgH1eA;nTp8K;*_QdS9_wLr
z>q|NA@6xvPDwA>AiFXl)+Zg-h7$>W5)>S&i;`6BR*}mG}201r2gxm*RLc=Fxk#L}+
z!)W96^^NOdRe#Pf<(4q*lC=|D>AaY6-+#FomclcPSYKT8y``aKl&NOOY?OD$0<@Z9
z<vw{)(bmGp#}@j{wPNe((h#ot>Xo(5Ja^L3`EPHnl)YH3*(Kxt>AZcGyHiRPm&k<V
z+Mc-mbwPbsS598T`SYpxflEPeS9H8!p6S9=^zBXLmW+!^SHEkAt?77sXI;NW@;qDS
zS?28EGHZ(L`kp(Nmj}t^9Y}8IFq&KTwqbtVB;FN0QNO=6%$2>cY3UY!X>+DKP4iEv
z%yeP;^y#TL=xoZl@9pdV-DwaMOf~A4XO4?=NKx64EuO%%xikGd)4qKNdZmpbFYnlR
zOHgp;yxiL<%_}bi+^l%jt$(HOh3zae*0Og~SeC@uT579=>up`Ew5Y_WlVwTC%S)hn
zcs4$n8E<S|12<$|R;&4TGhNHYZ3^d|z1r<{vHSUCEEL)sBn@2|#q`;JePi{S#^N`h
zZO+`QeO)I^wq~pE|D+pr;{Ums%AtO4d*7Ts%*?^XBxN=w`11ER6Qhijj3m`Ia_se=
zZwER%qgzb3;M<$XBgc;`+u6ybpPS<d68ZC^@XO1~?r#k`ea?S<9mG)gT~9zJ=gUcV
zAD$0iuWxeOmmB@yiKm*pi{#TcI>rjQx0zyhoiN%kLt^XVs{T_`8xOZHeOpvKd0S71
zPn+kNhAo+w*{18qAG@(Jd1K~fwT%DuVvbHuOeRviZaor>pu^;4R3~=sEMWZbg+)iF
zVX=E-($On@FXk#KEqU_loUCQf-caqW%1Wnfa&j74xf`RlrYv3=ynKnu>KMzd%GK?c
zmZq|E`TH+$<4w44_h7RBmA<ZyO9xbh1Q>q&`~4m?V3%`mk7W3|7)AyW{WuxWtmVf?
zM??GiP8?}zXa4${nU$NV`a6?+?UFK=l|dp2|7sErFg&>Iuli+@>eaq3jpD4kQY!)+
zC;in5eIn8K?r!f6mDLr6l?{(xY8or<E@#%$%W`*hd7o&+$)Uh`e1T*06~5*ZTV(BY
zw71Qjn`)STZ%>x{lvOV>G&wmrCfr@O%$Ir1TClm=p<EV)OcE9Wb?^CPC*2gZw%)4j
zebimvbN9D2-xJ^7s%_eC5O^(BDBI!C;lqac_x6O`pKqQor=+aRD<L?s^VZJbG&`*j
zhHvl9Up-OQ@sUe;cT;((g8knkPnu5ztXbPw`MII=bxN{Lc=*q`CQ+52PaP@=55Fm!
z{oHS>veKe*gHD!|A0Hmx*k512>b<;00Rw2MYl4f5TE^R`o4YpE)g~P0Q%LvQs_Zp!
z(Fs4BtE(7y7JHw(YTd`Eq-6W)>(sB|Wo4hNEz|q{^hqt9WBI@K#HA&jDgG`gQ+$*d
zIk~x;Z(A=5zI*2m=uCfRH<y$oF`WsI-d$VU$Sd7bruFcmvL*M%{P>mD{G1bo@|A-8
zKR!CJF?o~4-u(Cj$KCt*jJ&R0yL4=8mg;}qm=$F%E>oB$dpIN|B_-s|`&A^mHmv)_
ziwuylPHMiBF4nxicVJWM0qeTyS45<=RKwZ%nP!_YZcbwi3j;+?!ymnK^K{$$*;yH%
zo<9A4O`wrE`!s#_s;`sQWPVBkg~oq_PL?GpCnw$5U7o+{{rh`+rH}U1a0e<i2a6<}
z5J-3tkZ?sq@?v)H`|!BHhL@KcUtN8wv$2EY!Rqy(<Q8;k&CEZ2&(7;x-#<4aafxbV
z)Y=puW%qx#`J_@8xI|9=*y|Q_VP&v7=;|hBcD^Hzw?C_ux3BAAWM)hF{_Za5qUSC_
zA<3E7*Eh=9J~?^6NAkc7L${s%&knZ-t@?Y`Jm^;86OIQ@mXw9Ke9?35K6P&U-s;nS
zk-oD}z29{4Vn%~}-2`=+$!aI3#jTHDEh{Q`&}G}hx3{<JD=8}*f`&oo*-Fd*{ePw@
zdV8Ltq9P;c<mv`S=8(QgCp`94v2Mv$ufDDq%k|^;YT3Z9K3V2Je;StiHy&`fDLJFV
zr+Mkpp4Zt|nXF1COj@%wyKz<M)jl0oX0{Vrzw}~LKAt)?wTMAmaOE+TGzSwYUeF;-
z3l=DVu47v2J>Bi)rKJ}ayYqvFU$w*5co-QwO-Z$_*Xvg{&!5I}gky4l3(JG!@{O}h
z8Qt9#j3%9ApSbeVw`r4f*x7&1ooD1)cf8l{c;6+pyjv={Pd-1-a(9`sbmkGB6Vh9=
zue-gywN?24|I^d;1tlapmif+3`u^^2#m7gjT^9vc>R3g&eR}wC)7iYcyRzJ;oca6P
z$Z~VGxIu-1L7t4fi_pwnO0EqL5)zJZ{M>6-!V$5N>BMyZw<rEBjx@GhvLQ2gfg^Lm
zZ8K%N*ohj&#+{NAwrh4Z{r&y@@csMptlVNQr>E(HmMCw@yBqcPLdTWQ=k1G_KHS_~
zbYOv?n!I}-!_!kI&skcRo%kf8Chsz{xwZ9=-}@Vkb8IyCzjp6mB^%0RW4pB1rdn)8
zu=_1PB_oT;o(`aS#)1b978Vu@;`UZW>?~3Rtp=JfK>&1|p!amWP-_>Z(mOjCckE=`
zp3mIQ&m6jHg>0Y@C+C3{&Pnp3x>~B?@pUW9LR^;c$Jc4@f9%?Q>eqx$;oc1@tFuC9
zZtCosv}>cZ`IWv7jnjs&Se~4kstsC~H)rl#(D6k%H#RWF*Z(!Wwl<pGH4rpM4w@{N
zQoeJy{e*&E?4-Zh@%yG|w(0K+uwJC{?k=;G*_2B?@ApkMwv&;)+Sk?b<>bY{y6f!x
zY;C-g%^uvd-MaW!zfo#Rmzr7FH{pFHo^LxkHi<0ubyyX)wri5Achb8%J3oB*;80Lt
zur7XoALz*5qeoree(1O&E~qG*-Y0Wu;xvtgWiFmFRw}6yf`SL$-97N*qgyqblHki3
zJ9nO`d3R4Y*I{STB{hkuLaGfD1Qe>vX1ezEgjg#r(m9+VJYllBKWJ4C=%URvk(&b+
zyYX&yRx*-v@As;8o~RU5_VmGmGMCP{{nOTdx3y{Tw_~jP&ATGp|Luwn58kh@Pw)6Q
z*?)=ekB98a)?J4WI^Mc)sCB6?FJ~ag_=6e36F`T(2P|~@@oM$@g#7&eyt}&|J~-GM
zP%%j}wRCs+>5h9xSvk0jR;^8YcW2@SxBh9&9pB%xbBP97Ybga?c9-{zHb`pO!u$2L
zcXXo3r>D$(G7~bT{QWbNJ3ZF-m@&S*xmmqW&bI6Hbp6Hk|NmJOJ>dY|it*q<L*QaJ
z$Hf;5-m<6KzP^6?*zeNUOxER0+qPx7Ptnlu`1Stt^VAK7RVE2(%gRDrQh3gsX)sJ~
zsQukg{Cvq;4z3{URoideI`!{?oZO{jY%D8e1p}9*ZQ(p2?b<DNv_nw&!|(U|A75D+
z{NeNG!wa3;7ie&SCaTuO?gmXv+c38n?RV{d@}eL<KH;(3fn#oOI~W)~emt-u@Y910
zC7GJrR|LDiUD0tuqO!t6I&jyPEt2=^^IcRU&CH4d61&ANUDJzOQ|96_bJ|69h5X{u
z(xafOnjRnH1x?R?eSQ7-uF}^J-oEXvaSLg4T2dUmj3IV6lWjGVcDU48Myc(2CmWLf
zRIGe^Z!`Ob?cvs1N=9klzFi9IkyLJ<SXJQ>og|{8(-2?BxT~CfR|(@XzffzXMLs8&
z2u(2G5~cg<+S=}?r@=Q3Mr=;wwXw0e!q@HbUBva<Mj0Ck2|Jk?#_SiQj<0_^&(`7Q
zrUUWyo<F~I2<q%qTC~N`cyehHJKqVu9Zyer&Q2295|!{SCbN3~->_S8>+Dr8X+D-X
znF6}0Dr#F!=i2D)t7N$*=BcVM?5#TK85g|#)M6*)i0>lu{5-N;CK(Jnc6nL0?%sVX
zP;jDVQTcSUB{h|q!JsVTRw~u&^VV;s(r?c1?{ZtzwS;Esy*uTf((~vMXsCW`cB86y
zL!a!`J`RS0&uSM|i5C3X@x-;6UHWVbkKoJ|Ospw?zdt!?q+RrcV?$c+M42e741o#O
z+ov3Gb7ww1P12WBXQJlg3ymjk9682xcGgKfo!8eSeLrnXZlB^Avsa6~i&yf{lje>R
z=hahZUUhD7*#CdpwzTJdTNnS@?>BdeZrpykjC(P+GL%jU@X2@doSdxgaJVf<VsEbW
zgU5@@TspcZ8)fM0FYuaL&!3>KbZM)U=@OOIMX3t{m1m~*b_ZK)c|`BYo&Cn}-iC!+
zuDX0VIHN&8vitY<)c?0mc-++4Ust<T`OwyEhqJQ|oS7NKB`c8;@?1_RP;H9-{GPAN
zeHhcuOej^lzJ9f==n~(1+x>54@bhPG?tIZ~z^G`%W}bh_<Nq;U1q+E4VZLuWHk7W`
z;n`d2owbRbH|eCPpk!N^cJ8@{haEzuOi5v7TO}*n@apPPzc;^1GdC|@bfvH3gi4`>
z<C1Om|EKI~PCwtU*gZ8rT6Av}D~|+&NiNrpot`H{r)sTgb8(3bxw`5S+s>VgzOxvZ
z*}bHft}1%^WaXL7>60e>`8xd+qu@+AH3gTfUvJG{M&{-;Ob}R*;u(7Q=kNTJt#!XV
zz2vv$Fn)RxXsV)g>d~hs6SrmjDzTh*_^j_Ot<b4js{B1`)-JthQ|$J%p~Ht;SU_p3
zj5XVpRjd{k9&;N{Rr}@LQc(^6{@z>f%KrU<GS*HmEWK`NY5j7n@9s|CmUUTeYO_{M
zM4FR~Ov=JjA0KP6yQEmnXb@PL_&)ByWnqnAx3WE_=ErXhh}*~V>&wKus;{rH9y;9E
zB^t`z-k}jXRm;<JT6_DJ$l6~X(#vN3`MH$$|0C{9hwpEL4JDK=A7p7caltHSf^Ba0
zb+)qiY;WF#a6etYKV|RlL#;u#1OynKoLU-X;o|ass`hk~#l_D&Zinu*D)_mni}B`7
z&*-?-)85GLDO}ujP+%sTnu1H)mJ-bio0h)O++VqQ&EJ5NzrHqfcgwu1{$p`rwYc}X
zjuR#sCJyiK1)co$W8;=oMn)~RDY~<_ygWObdEdUGBrCzCU7Q>f7y8WCQ-4+Vmg~<a
z?u5jJUJ@HOI`qp;VmHmvPz~49Th-#^GDUISI)?~}3kw>1epi2EiQ5yPDdFv%a8+x8
zxA=l&_nRl1JAzWyl`*)?oVSQ!u^Z##V~o!2OplMRHoIEzaZ$-7aeb!G&%O1IMDi;c
zrIwW)xV1It>aG3z&vdPc*Ov~JoHJAM!{_r3@9u0$|FGEozzoBjjLv_}#tJUKrc7Y?
z@>cug@qT+IVYL<41poe8ZKGTBk;$S`=*6|(S|!0$J}KS{d#wu|v3&Tmb4%&!@YND$
zj&vS)a`M29jSl<kE{O{SDyb>B{1Osp-;%H2o~0ARQS*DPR-#S4o+xAPtrHKMmiw=+
zyQU~OF>Z>sx@zRTdk3z^d*2q9UL9o6%+Aa$c7jh{){5cdM=e&Tl$wYp*CqV=aVM0z
zV|OnxJ8(UGs=>b>&Ut^Y#~*lfG-%qHNPeYLXNsOpSt_wL`?T3!b-xo#rRnLSO)qbS
zW*xb;g>jzE#D52FMYTF~^l+y;bd>0-vHkeueUsnLAYkj0<fB{*oLDPgl)aj=rat|X
zqf2C?8*|A!o|ZN*=@+lK*2Js~GSH3oir-MaKIgKu@Zul^mt)PG9250yD-_gIT3bES
zFE403=v?v5C+)X&2}9JD36oY|TFNWOCOGlcz8_9<2Y&qUa9y*1|CWht*Ec9`Nbff}
zQTo~|-f>E+A*14@sVg)Vr1?I075d<U;sQ6`=JtYjbLJ$;2{7oy>-|qXpZCF_qoc>I
zPsT`jPtMFYeW5Fb3jXckYTU7tk)5BZ{y*=I-OStbRtm68EKFc>TEabD-}{iDFtdy$
z(-i&u3%9koHl%cxtchA{^D+DWy#<N_f|6VLWS8V#$#~*;_R`WzWl~eRyT1tf&-0kS
z@Ri^@msg2QPE!KY&wIHiWpc{ca@Bn5bj<(%Mf1Y8wO6dS=jocBpI@7HL7=0<=TQ25
zPwAVhrmpGEzV3G`p!wGm;g{MvI!oSLl%G4mD6q1hlOxb=j)h|I%WvO4g}i>;&s+7|
zI6bBC=``I<uTMWZ>aZ<`jkmGm#FCWLYR1R*|6$6xr!%{Bj%D%#1-pL{zj&&vHSgM1
zUIH1_&FNv)+TMQn_HF6P&(B=Hy}9}EsCazByE{8Q?TQ~BVl~OQz+hSY%;nym%8Tn_
ztwBe}EbZ{j|Mq_R(U$r3dZl|=xg_3P>r%RXI((IiwN+c|$$8&hT&9@i-a0X>KwEo3
zQL5#-lM7TMS-Cv!f4rH#snRoG0%N}45<NAAmmA98$AL~r`~Lp^@fCrK4XVH8nB?7&
zFwei|^T#J7MC8t$I|WZqiGohj2JMsq-AhyT^_Akhc7as6+2*Iqy7KZiZT4Ij!?yeD
zWc47s3ww9Jc~SJJ<>2al9UVrj>FJryx3{zJDxGX}P2HbI!eL#^rsPGlXXo7CSGgJF
z1UWgE8E%G#hM?t|Qs#L*4Gj$;_U3heDvlgGretI!#K*_S(9k8SedzLK;nUOg-JhSE
z%PVU1^7N;tK{jt5D;NKmHjQm}sY{EDcG35BbJDMFT6!?g*JX<4%^M7#pEGaGI=QoP
z-MUTD(+++UIysH^#;(w1DK#}Ir8eb)3w`>G6*9lPUcdj*y}i|-L2ZTyKR-VY2%53_
z?v_m9J$v>DP3C9#@Zp2Q%Alni>i$+WAN8&>%AV$9UGk1+O<eAVC(ePOIrdc{6NBpx
zAD&qwAoz09{P|NhKRctD`*u$yo6gBiTUf5Gnb;mJYsIiRUHZi_msbf)liVB~9XD*<
z3Od-}!J9WdGL}W4yX`=yMxLIo&&aSn@9v?!)!zdaI<=<6$FB@hb#ZZ#u*$h4>dNTW
z&-Uv(`@Y|Pa?@wdlzejS;zgs^7k6*BnQL9fqY-#WVY`~rsUWXuQ_Qw`i!TV*&#Yd&
zn75?Z*f{czd4<7+_3{R3JzT$8geBR8Cz$;DeBNGAT)bV)ch-W$!)-UVWC~lAz5-ni
z2HKy(&~STuJ~IQCsMeG>uen9FTH5*LK?iIuD4fivqT=z$FpbBcP{|;3QjSVK!*V}Q
z$piap547<fm}9x=#hi|gFNbeQ&9DyVE4jNnyziYw?JWoM>lqCvCof$uX)7gR;P6Xf
zkxv_^hm<Yk!Z6T*prAP^Q0MU3nVB!Ht(CsEF1GvhbbZiLPlkll)TwV?ul;YIRr6WW
zNbuuFhvR)lpZ@<$PdFjad?ze$$*t8@r3&$Onme=Z-2nxH(uty;4h{u>xdl<CnUi_V
z6b(~4t~8vTr<)pi=SZ88q?$rzN^&wY!-vnGy+2jGzP5Iu23McF{k$JD%~d1wt3N(+
zo%DJFXT?XRjEhV^zJ~u?UtQjO=i5c)1(C)xOI}{}KDSyc><q}FMcYNR)p85Y&%2~%
zo~@R<#qrAv#oF_$LW8)c9lFtUBBW4!jmfVUi~B)M_QeSYn>^$6Km6Y;FK1gdC8Fx<
zGLhH0pbOOI*;FPZCVsqE%`0KRP*zsv8JB%^m1xw~tgj0n23OhEa+&0EwX~ejtnZbQ
ze6mg5|J0*TFEV!KPF7>vsVgYB^w24;8J59iCqI3kzUfBk>nCpn_GVw@+OT!%O9_4b
zo6F4I`Izs_xCd%cUt1G7`N`IdW?i0BduB8&nYenj_P6)<`&X>cn4%MD^zm!-_B_T3
zE>9Ns+d2LF^Rv*ZHR<Ao3jtHK!}WZ>&oWGAi;0OT5w=)*|8V;z`QPvNpO%z2&3^TF
zS{IYge7()@M70<W9(0(fRJ9-Es=&+39Cj9MiVo|Q+7yy}fPq<uGv^A&jlI$tcO*W1
zVJUkvVV8kX#}qk+_V)I}SFeUH?J#1Wmauf<`t|xEt_LTndQaN3FXN(8L`1}ayLV;5
z>%nvG?~@G-4D6iG$;EYOsrU2;uU}_hnDLVN&OT5bF<t*O=T<fkJ2@MMJ$oA+n^U^}
ze@Il5cX2s(;-u%T7j=Id^7l>L_WK|+^PL-aV}C8N|3Afkc|fLPikAiRB)6xhraB+*
zlLcKTcjV|%(8d#Xez_yZdZi6>ZW!DEEfoY!ZiCi7hOLbPo#CC7lw?r)DrAaoH0a>D
zfbaT_@5`Qc*~C_T<+3Pp={s?C^8|s)S>OIxZm8XTP-|~T#|!4jD5l`$UY=pUzXeU&
zTDDdv<hpiv_{-Tgwy9ic|LYcH1lr!8;$d&WJc*B6Oy|Ihi;D%Nq`DZH*&cvy96B@8
z*s$!)jU(ql$6i=iNT_;EIdEYi_;$34%F4v|_x5H+{dd%|tdEl_SsNB6^UCt4hsT7w
zHFxi(Zc_%0*a%M4{P=0ow%rAZGj-<M++?tRR`+Y=m%ymCIg=~??U|SFu|!@<b?M_h
zo}&3#T!#-G+QD{Yf|GM&8}Cx_o158xoOfg1_3ga9!|t-6OV%kI9}e>~6bCCQT^12%
z?~&2u^f=shpi9)@-=C^|FXvi2{QY&{?CeW3L)NT#E`8~?MciqNa}5F4${sL0c&KPB
z*UtCS_NPTngqYzxJKi_9RMUM8e<~;$#fpg;E#8~0UuVA-wiaNzj9m1(IU!yzr|#YR
zC31cZ)0LIVubn%5ID`dG?b?<%_3pY=p_3oy6+gXndu`l)wqw1_S=ZUTrcB8E&Bpts
z%vwpwXagJXl3e{jr)%v!^6Q^ZT61S-W9{!H{Mk1IIC!o+KHE{!&B>AKyZ?`pdv|rU
z_u{#>yYJ<deqUGOv)GOCa2uneV?%TEy*zgp7p=mA31)RS3^Y$?U2yotu=nJ=*k2ot
z^*)_)By{zc3S*_aiA+wB=jT{%;#lm=o^V#mGS$nUPiDf)AI9k^lTzPA9GFvmUQjSK
z>e;hP*WTY`{_}127sjf!6E<y{l)J;KgyGgU)@SFgf*jP$$&o7CrL@=S{=T9Y#}>IZ
z%$ymQ_w|>lL6u3s_H{W?LXw*GYD$aN9K0NS>z}{<)Nl1?Bwk8?IdsP7*OvT!jK982
zoE87h(8aCie3E8%fJo+y^fMC<-C5}TwXEjt+uH}O$Dhu8w%DEdaQkcB^NLDJ%3&)e
z=v<aC_Y<0MxV<sHeyZsctK}CNf|s4RH9=6h!M*><0inI}SN*2c`8a5N?(S#bRmM6^
zm$~j2=Zl-c`P*-8=g+w8wk?C7Yf@{6i_4VKnKK#h*XyUZZpq`FqO0xM5tnw<RI2jT
zRBiDKyUjoRFx*g}IKOG)#Y9fA)I9xoCf#Tz?eJ5NY;0BKKYsjlU}atH%b2>~y(ifP
z1^=!t%hf!o6)m<R-2Ye4j|$tnYr^$!=A<6wddVEW@5<%g4m%!Ufm3_t*-oD8SoVg&
zEPvWA4cm^cNx3)F{ibAoySuxQiS<j7wvv)jA}hC-ykXgzFOqU{m)c*r&Ne%+%=f^z
zx0@b6-ke^wOEB=4A>+a`FE1)bGFJTAvE^H@^y{Z)yUS1WsZZBGt*3st&GV<IpkSca
zmZ+7JtSSV4yw-o|T=xFj<+FSCK5aRYe0+(2%@+@Ub0sf%zNs3YcNVi3l(Xx_P7;gb
z-x^R@cwmBJ(YN5ET}Er;HZMDu@9g3-Gvw^7OXVRe6lzaiSXiZXa#d{fx0d}Cfxix0
zmwzb`Ui2lA$!X^4tE(M)r4BT+Z@TNz%4N0xXs`68HvhR?KJ#=o-~Rde^&c}AmnkQo
zp4SgOG+FH=TiDhtPx-~gqS{{bEB@O(c&1jXI<ad;L%_3-zu!B2ef8=2V)w@Lc9(zZ
zZp)qg@{_dr5?y(l8LHtfE?*vQiF&a6eah=^+1Ho!-`p3=Z~p5~@k?o8p(l=a<?CNO
zRCCEZyihomZ@K^JnzDO)4op;bxVXq_@1ND-MLiwcw?DBE6m-~{Wwn=8P%t&|>S}M#
zu&r5}atbdfXnw!Ca*?Yl=gGOzX-<CguYKh0xYWkUF>{}Ddy4d`NvcoJw{pGw@+o}1
zSDtaTnL)19hSJqfEL~h&c1<zY7m(0U-M2Z-v#;RotiJr96%%~6Ptj1UO)uEcm+$bU
z&d1@zmfYKHCK(JNE0vZrJUhAg^6C7WOjGprv%mGpv9j?!S-8o?Wr@91@0lI)mP)n$
zJBvO&@LvAu3FEi->{{W|>_YTS<6TxJGdV4LeLcQ${XQls(@8EW?tF7&e?9eHP+z~Z
zW^GhZQRvQ1=k)wtT)y~)uJX7ayjtwSmX%*T*T=p5z-C$G@#y2z>6dP<jaz%TTX?Uu
zuz->8=Vy$$x0&AFVtjp#F)Yk#_m`>KLEYB*^L!ffZ>c=p<l^GeHpP1T7st(Mp7TTY
z?)nmFm7J<tn=#w$)BW@IuRlD3xX3lIfm664Zts)A3y+RA?A&=yZ+~L*lo;D8mFH$(
z-=3bNt)vvx@1|TE=+W`UAby|ChQh^s`3ZS^I+09YUbBCBqv^gyyNfU1VTz2ffRSvM
z((ikG@_c_jG_T>feo=0Rew>Hj<wdLk>*WOG)=gJ->FDUN^Eldd$-J_P$<EH<{k==&
zFI&R6edhD^NHX(CtNms&=2W!3ba!#GQf<{=sTcQR(`?etv;F#V@#fP1e}pq`2K5Qf
zH22Rt9LcYwWMsCph>?*oNYgZ-;mnow@%qwHsWaS|d!$s&UtZ_0_!E(rlD4e5TUhm|
zq<~S~`Z&h5QH-ajF=~gsF!>p=Tdbgzb)Fro-yDXjFA1L<U0jZNFP`YNQdqrVhQxuR
zuG0!%_}t%j2{a3`C2#HHsqbByI5{M@r=NfFW&hgfr7yO|TF;F!GZTAp&G(a(zP^Hv
z&o(O+B_$))r>DK|UtJ;i;JNzd?;AH-?W)*awn?MtwAcbq;Rip9Wn*V}7%(b6{`$i(
zVE;au0~@oan>1M!d|Z^1zoSTXL&3r~&t@Ah_tW!raY-@Qwrx}OyC&8HpPpXY9=m77
z;%@U?t~Yly*(Y6DtzK(1u@7WW$@g_Rb^ngbA82GQidxOLCQ4N`TtA*k-JdCT*M=uu
z9UVT?-Iz<>a<#ObT2vAqUb$hJu$-JjzyzI1Yht5+r76iKFgYE2e#`X0S>7Gx{2Y92
zTA`;tsLr=%w<?{q*m;&Iv)_ESQ&TQFu5od3aa-Ucsd@6(D{ae5i;L4`L;XV6@yOWe
zoNS*hUGR4opPpBwtgwKQp12-^X%@rBk3m(TyGq*hfBt?y>F}CJ<?L5sYc9N8_!4B0
zqC20ae%vM(ugzMalk5x*drhAfwB|>JCGW>Wtg<mvHW{fYq}Uuf{Pbnl+_@_9N4rvg
zOgcUNbfsJu(;O?-AHO$)JZ7Zd%l6_%;IBO`ESB~uKZ|5zc2pF;oSmDybUh#c^@FaO
ztCN_Vjy?R4xKdv?%;(fPyI&g4)2n}pWZaJv;<LA3+57iTvFuSV7nhVLcK>503B<?0
z<i5RqdatVSlg0f@_UncD{CcD8ULvHOYU|_RQEOd(Dlc4A`&82QJ(b2KJ2$644U#rH
z5%T5IQipGEth%OlbewQWIsfmyV3f3(hwFiz#gcn6?(I47?{Cq@s;^7<)xFf!6qc;p
znw?sGmyNgK?QP>N7S4fB7JTuV%D~MX*>io{TE1jeB_$)rx3^9{(|-2sQ$yZKp_j(?
z5$EO{=#%~QVS}fz?EDswNJe3Spz}?vMW?b}UvqF^NXY$raC%qg#8~@XB@>rCe&TuH
zW@P(DAwj{J8~p937CqUPo7%o+Tkg{Le-f@;Gg^CT*VZ|&b{8x>m$dXuKPSh^<Vz}+
z+qU}4&y+Va|Np?-)$P>2=Z%e<ULQZy+R)nzcF`%8oSc8Q4dt)HRxbMWb~{hZg*!37
zKHS^en0L3~<m6H@?bJLUhZ7q_SS5^DB&<Y!{HsoQ=Hu`?(Y~#V>Cd0dbN<ZIojoOH
zYu3`o6`dU&Ml-LiU3z}Y#)-*x&(5EB@SGOLeP$MGkJQ)v|MM39(mTa9qhZ3sJ$1Za
zUMTu|q@81N>;Lz_ws7&{)biEyY*Tk16jpBtT3RBlCny-07P@N6m%0D`T{8XslhJ=(
z&4Z&RQVC}y5{~h#EO>D<_*c!MkeZ6S+<{els#I4$U}8$ywavMme_u$1#Dz_&AI{rv
zdUy7EczL3bpkS)#wQE710lT-Y;Vvv>ytaP&|Gx@<f1i$wn`_P7FMm30ikO&H?@S~1
za}5*z+1B%!<Z|WQ)8Rb9t|s5bbY>=V$ZEDHr&QAwKy6E<Qxfs<3QA5z?W;l?cNQB5
zxITTaU;B5N@1^hd_3JK2Xci|hIsFoq)xG^i)=nq-n`!np$LW=SBtCp({Pk^WX`Z5D
zk%qRQpkQhYc=r3!@oz7cYu`OSE?==R?QBZ+U+4Ce*?(VT#I||OWDpj(G{5?LO5FE5
zmX=#q<lW`p<&&Wiuy4<tz#WCk2GwQ>sY@S&ww7+P(AIvLY@Rp8?)p(zzu^B0^X6Up
zKHpY5xv~D=#mqG+w`Md<sEgUp2cAhh{l<N&*2{e@i%wK+lQM1i^E0*T2eW!WM@NT7
z?<~{FcINSR3#v+Qnm=py+O#T+wW+x=dV7jb!Q-}b$*Px+u(XuCzodFnDsC@RpA6%^
zA4+$pSNsU@a%bn8vhu-V_r^u8Uj;zkQw`p-;>+H>)y&Ln4Dq$9wZ*%pYATCYeRMj;
zHeK(fO_-6bkAuf{C8Z^eCuasr%@I<)RNMLZ_|hk@P6%4Y6x=d7a4Co%l*$8F>F74T
zy!`aSp~LM<^X&>BG3$jaYSFoOW?pQXlag|&oc2sHHH9VC?)^+#vl#vSE(KXyEO~ue
zSg1iWxM7y*Q*UME#$&x-g){{P1(#0TzTGDN&kN;~^2_|D+F8fS$fV?a_;}nXjDz!{
z`-&8$84VNi-rVE8vYLIzu2ZMB?y0=|_38Kb-kS_7HcW|SW%rhLb#ZZdr5)t*shyFz
zA%FkWB~SkSEs0Z!x06(!qOae5rTqOh?=>lZW;6sGTN|&hJ8`-ChT`Q@;+G!2xY%K5
z(SehbHwC|ca?)mdM@Pqr8xau<_Wv}j-^{a6tUPjY@yk6OYuEOOzPdJbqq9RpT$1YJ
zV=OI3X&03aocHfjyT8G)FVuH&3roTymzkZqQ6XOI_WcQ}UnnFf7<kMyOQm+(<jG$i
zPF7pGS>^OGw{O3`ew}J~<k8Wpt|>jD!UDev5Yua6OR{f0x@YTY*2d4i?>C=Cg+M{c
zm1I!yzr?t&?@~Fx91oAImZ#^gzF!+QFodmRsrtgOt7KxU>Xg(Ot7RExD!5KOllaIb
z;Rwfrc6o+gwX^YZGCW(dSdSe4zq_QRqoc#8d#9yABGZF+d|Pt0pI%uVe)_+^@LI7M
z#_T7idW%i7sbcAop1#hIb*9?6hJarxps6#@PlmZt24y+3q`R)KR}Eho%>Ltv@XURw
zplUni)~oB&?e?a4zI=SVZ>pWWuZfhW)iS@SIm^o5^WRA7_Tf!;(0GeFZFc$3((-o<
zxwjbD`52VlnHIY-rltMjp4!pT!Sj4^f5YG3sy~1Ht6o|5<7@bWgo7q=4`%15s4dA3
zfABFm;b+l1kI9{ej0?AP_OeE8Vfglr_1aqInwm?0mO46u`aJW$zn{Kb*~P_W%FY?H
znUjy5sEmuR2lY@?BQxK9w=QLR^QPh2+D3K%l<B_G(tD5jyh`8{+k1bqx<fPDrdv6;
zx0$HRua7?+Ea30Ipd@qVJg_gP?5wQtm><7u%bRV#|9*d|aq`p0i5uMl1TJh?*yE^i
zIg!cfJ*dz8_SS*?{fxiAc`i(sy0c5Q_uP)cPbMkn<qq77I}ge(69YGFpT4jDjD#fj
zm9^T*%_b}3<B!SY&x=|1`-rnqnU8};sd@e>n^$LN2c3yr8#QZR&Uv|;oR1$Jt-oGV
zu$Ns>Fz{MZnp$$h0tHFoDcb5&?_>t;wJLZaQ1JNJ{$#;ZCNmlWPW}5Mydsdf;$KXk
zrEc`Mz41cw{5;ZXSEKawK0Q!68~ssGP%v;=$m(f5oTsKwH$3#=p;21J`l6=|%I*#6
z=Tm$>U6238H<hP_lSB3U?fiz>vvvM(aZarLdhhWw-<4N>eRRLMu>85-0tZIsBVH~p
zE^g}`7!$7RCH$#K_>{78jo0NRZYzU6DO@?`Hfe%!`WHFvm-50BOt|>?+QL@*ew#mY
zrlgaz^W>Uuhg!KaE-YXydUmFBPvz%DvAfH5<ZFHHKHhh7F_*jhgAWf)Wc~LQFSl8;
zqbfAbyPap^=2p;dw|f_|o?iLl+}@xap7LfxcDU5O4F!pklPxSfGLL?I{EKhum!8`n
zmIeR+_cw5%Q>)7QsTzSwAI}E{1{M?-JHNZL(=hXr%8?^S5>8Fgv?zZk<K*m|n3s3t
z|C8$PO!2j>AuAND18&^f_xW*Qp;50@D%XV-6LW6P)t{f}q^hK(bU9>k+mw{8`TR9M
zRShaO=!Dci-zfj{^XWrD`T3C-_oa5{Z1z+;+2MZp*h;rvsf=rDB3Hfdm$#SOxN&1g
zPfrVITj_$Nqg@}qd^z&z>FJ9*i_@K3XW2=co!EE#>nlb^#`ky2fBz~yaGu|y)JteW
zBeUgeM;8~D%*p!mZC=kY^G$Q@lbKlDXaDbqY<x;O`<r{Z&nKB?v8;(?Hp$Q1FvGLl
zBIOT*|9rcnuS3kX+`~Gs?c6%U&U-qOZuBYrFVD`t_qAhUPQ7KK<(1~b&YJ|v%`Pt&
zUuC*qr+v~rWJ-_jw%qFT;x})ch&Xzj{liz*X}ZQ9YnDXIm@S*Uf4_ZBZf;_3Zm(78
zD+L`LosWB?x95Sbk3Q+Og#onxs-vUBAZ10SaqX@-Hn-MFe>koGe$M}zuU=_ZvrHzM
zz7iC4xVnn12bAZH=B^4&^?CSAO*HI&jdF5dNMyu`8B4Rn7bLqU9OG#|>b2{j&>E9X
zTeh_H_w$1mR6jXAoqzxTf7Z+V=6208&3<%aW3oo{Hl4it`*;~NLRJK9TCX3nLO{;0
zrentri-<j&Ph4~mVU;lT>e6fHo0_X>GAqRX-}n1LMWTX=`=9^)wfFO5(3a-RY3ltt
zuV+{a|9EG8^GDWQs{<!Br|KIRGe0}aT=aa}^2PmfCs(%1%$dQWrjQx3H7hiv_I2U@
z>C?qQ8>@{{PbIv#u<*vtV)dltWJZRtu&|T+?%ld2#ULOpy}FKR(gX#`BX@Rg%73^0
z{=UzTXPcd5Zo9KHHT+(eD6fb*sJ$U6#cPnzFvs!6rloVFH<he>(?9u@xX%oRC#O^+
zPd`3B>EH&vJ1;(3PhmXTE$%*9&9~sg14oT6rrH13&#n0RDRtBNeH9;>7=-K>&)Q*e
zv+U9G`3<ey_h;7Zsp0(cQu+068=I7G&7iRs!I!~Hy^Nl%h?UN`#`EHK_%W50QZ^D1
z8yw`;l)X?$mNm+n!+3JRp;qq4S67Eue0vj_^z!QLpf%g??yHrq{Pe{0@|)ugjLZq?
z>C>NV4O<%p+ORIk{p~1s<c6))+jC4GzMlQcT|a)>a{l!5OvTR__Er^!fzEi~Q4ZHj
zc<fdg_v@^Ak<ZOtr4An-t*mjpzHXCu*laV0k}Wkq{$Ev>+?aM&YE9&3wUgNwFJ6?~
zmlt-NMWtCUejiVEcJ`AK6PYcGo;ZL;tbcuZnKGZ7m)CV?(bG#MXC;l(4jet|y1nt(
zkrSuZO;%5pUd_fE^f$wS;lj?%IXi3rSS)xAYC?6~b6?C@^?jP_E8XZ*6)7K+Zf-Gl
z)r~$SnRa&eX-4Jf?M#-%X&P<t!D>_I>t|m@G);BWoSOo=OCa&~w%ir*`|BQMpPg-f
z{M*~xf})~Re?$cY2<XM`V!2;_#^S}*zrP*kS~*ngkTIL#_37gy)(e}L`}CM(D9D56
zV_jUbib`1z9ZJc0^jbSq^8flA|8<GZ3Fqa0GV$|2ILO?5%q#P-<OGwfo10W~a&iLJ
zMwyCe1TZ{5KmYh5*X{|*?tDITEDS#uA8zA4+{P;%usTfl%j@g>hK7bStV*>`P1Eh>
zleLnt`>;a8GUmhl`UdCr6xVPrz1T_dueik<=GRY)t&A)JHIt4VIOn(Oc=mO+U*D%s
zTJ!aF<0RGK9~)*%7kpTdqGOtU>hSgL=hBtG7P6`If{tLesrbNPoOZ@xecWEqr9$%Z
z@^h?8x#rh=@_h7MMpjl(My5wd)eDpbK<?PHXAfwy@$mb)(w{~Fi`%Be%i7M$`n0iX
zt4(ahKN*WcrWg0-f)k^pc(2<r4Rt?;^Yc8X9;=_0{^#^jS3irM&WSBgKBYDv^LoE5
zP{cLRnnMUOR&BJ8?a7<SnLjsdX8!h;nM>U7+r%3YHzSiiCM_t<PWbnSXSx??+w;p<
zpB@$E)#1#syBId7om6~zGG;$tMHQ3(yb~2GN?!8Zk6!+Gt4^1(!pw`E!VSBv16BwW
z{3z%;dAyZ-)7iVLLMJt>i8}fObQ*|{^SL=jWszGv_*~b=L>@CcS@UP(nU)*3y)Cbu
zoXplgby70Zq?>Q<^IuuZUGs0}6?-v_32&6O!@W+1*4Pxh61lKa*n1tQIk_dnWK(u}
z#tNCgfeV{dluwFiC?qdBZ$G{DrK2Orm?Wl2Gjs0om}IF){+nkTRQGjS`gw->ddv0=
zuG|m4WX?U~0`k|&XWjZw8nZq>bJ$%5nj3rOsT8g!DZO*&NwK}N%~uO)bE+xKJo@Qr
zLqGqAtKkQx={ju7@w{hOALq61+IseBx|93U&#&`Z0xIsTrYf^<NNVjVytZzt;rXAR
z|NjiwmQ!Trae0|hTGU3TsS%x=9?uN2r}^ZTyyN-vOFJQR=8tKM7`&%5iE5t;dAc&V
zL25T6=wjxV(d~Re4;NlMaU=bvktDb3rY%#ZzMgA!vOWELnC7K5y__AI!6FG?GHwd|
z-u*sBTHAQ@k?r&Crmj5UH#cSa>I(r6HlM%3J-wr&!{ff)Z=Yi}Yok0Z!+w7=Qu9hl
zW7COX;F06`@|wLz^7DM1)-S#6g0oh&up}H{IC)3ikEM;r^V7GP#zh+*oSnVN`^fe9
z)!@Q(Vq@xQHl0W%cJZ?JdZG%iub-|GWH53ysx+ElZEjGa@!^G_L9Nw-r<*ICAMD?x
z+0{RN(rU}%CpSKApTzIVD5f{%?Ta;Q8a5b!CY4;Km~PEfR*e)B+oYFranXODG9F2$
zGqctCORUSL7>d1=6&48o{HQf2ackAqHQ!&{v;DYM-G9lIRng`%^K1&4Dqc?josG0e
z=lIRYzW*85`Ci-#J?7;<Z_n38IolMUudmk|9jp52v^8Qgmzu&d6*aeQH}CF^F58uL
zRqNy04i3xP$;bH;&Pqk{O?uS102FVLJ-xj;zauuY-Pjj<%tuf#zji^Wwq*3%d%P8u
zf735=yp$3a2>$qCp^QPrt0`}i@2(JJnCUjhoPR}-s~;;bKl`6QA$_1)_XNk!pC=<U
z)BP4?g|1BT*Ew1Bd4jn~$gvoH`BhTcX~$TOh}_ww+Rh!flS#%(rJhYdR+sy1^;f1{
zC5(Nt%wAIh%tMrvl$4UgHZAFyX;scv^^GNJ+Z01lh68tF{e1V=ME<M!y=~RTv@jos
zp1V`Ei?Y&7ObVWGJb1+9AQrN72SfFDCPu~scXl>x-FgbtG!~r6kew}Q&C24D*xB9P
zvzEc5_S!_{1CNh`M#k^gua?SAJHm2g#$0=S`yXj(2QDsd*laA~dQNst81IS6?ytma
zYp(E30p+wWKYn<4hP}IEv~8B{@BgZi=gt{@yOh=V>T0k>*j%F~&W?>-yi<c#GqI|0
z>j$y)%Q2pvb#iC(-l~)DT{k9Wv4a}5DZ9GF*`1u0$gGaHUr<?WDaPX3bs}N41Eb{R
zxmHWdR?K7*7DyJ6;;N`%m|v%rZO0{c<m6<BpPxR}Z_fd(jw`kUwN*8e*Q{xnY20{r
zb}DB_cQ?=RfDH?H_RX2wXjS^e_mqK}!m$<k@iX7u-pt+=tLHOcZ)(K1Zw@Ic7nXG1
zVgzOOR6F0<UX|4cn~X$e+sOvJDLT36cGlH~Hr~bu30n`FRQfpdOx$fPAko3Dzv=L8
z=^xLeXA0TWM5Hl;&SvnipED=r%+>Ytdk)SrVU*i<hL44fsaKl0nQf))qLaqq)(l<;
zTR1JsZVA=Z9oU?HU|VjH8sF0UXJ?y(c0xON-gz>+qeCP6Vus0y`S$iQva(nCj;2I_
z<~2_lKjf2bD0<qkHG6G9?%SwHl})9qZz;|)QB!cs_^F@P+0MN#l37G=O_|HG^uNEp
zg4SD{n`61SOas(iSm-m;NW!khqNcVMWTHu)j%wuEsFPM-IEBvyr2p_xQ;<Bua)jgT
zOlBTQravE;6A~AenSjmt@cFYd=vKd?Cmtf2K`d!$X<6;AE-p*DuCI@Od~0iV#I_vC
zKY#u(G<bSg)%@AG##!D{=*K(j1yQEGw-jgE^d7n;vRF_~jxRhs{LD<@wtIVHukamD
znW`Ht*4Ni}V_UBDmMFbqB_$=MhL#qVipt7|mzH|p*qF@jHAUkfd&$c!+2R*=m0HNz
zm$^nnNW{cg#QheKnJc+4>*|%h10{F&R0^k`o71>|zx`x>C8b5%Gqy(k`2G9wr>CbQ
zb{45NH8+3!^)-9zVIxgmX|GC~R37(?DJ%bcK5x&^pmayCr=vqdQe9o0VNwt1)U{Vv
zSFbvj+{GmlV9j*-I7^GsRCCeRIYDYlN?z}L|AQ_}{_&$CW_OwI(+&;oB=AXgQ&=OT
zq8?pb?4H%`7%3nuproX<NXKLG#R6WAl}(%+f-jG5PCvikY8L1?=Q0hKDW0G^7o*mS
z#qKWi{ZuvEEO)`xtispV)|$khzIah^sn^s?r5&D2#PkEhj<d9AOum@4_2sYpr>CY?
zb-OOU=&<-<-OFXCX4Fk%P}_R!jW3fy{l7oo>$b)1t-6r4^~S2h&38<se0P=GU2(nr
z<=5BjjIB{uR)@cz`#sUxV~PmBlFF$Rw|=>~Z?;Mrr#(11SsgUXUi9?T)F+_RhhD1o
zy}7v=blAE>pN!>~qS{OL$v-2N9$#PTEe<-Wqg!0x?fbjC!GG^;&Au)mBErJX&Tf)-
zCnEj(e5+C|w>}xp>gwvbvBBbV=FItUT)tlAcdX*6S2G#}QjHe7^?H4~wJG)VhbJe6
zzr4RMFJJ#><H4kh<(14YryKs&Vf_ED$o<&yyLV-mdQEk5abZzXRu1-c6W5R9aSbe~
z3kyEj#2UCE!EtV^{@Q!rjWg5Ij+IT&VAVOOq{QIR$|ahRo!u?2AD3{XLr^1f6X=eu
z3)}PK84et7=LhvWudE8?=Huf7on^XruWe0Djewloyf;-Vr=I4KGU13?EB5f=!yjL-
z$AgaVOF2D__vh#5?z_w03Y{-fyj=GGUoA-0xpU_>Y~1KL&!!S|r2`8)yZY}p-QxP-
z1q%A{ayyHkyY<Of2CRuNG|9gw<K8dF$^beW7Idt!+v0=Y-rk-(rOtQ0-Q5fIwqB0Y
z^<o!jaEa+gO?mX2lan)IUybFKC|#@4S1b%WN?(hCt~`Hrb@k$ag-#$hFJ7#CYfENx
zx48bYpZDHJF&kBX%c=SI^Ev3|_{EErK?l9gm@z|Sy|AoouYCO<!O~Y(8W%5CUbALR
zz=j0Jny**GIe2+}KiyRIo_65UB_XL^w%_01`+qXFOgzNG@ZNU9*Hy5!0CCJkzrW>v
zd2x{$bRzS%ZEgpfSRX!q+<fB1iIn-Vn^HKpMCpP~np&_x0Tia7^>XWCc7hhGdr#L}
z`tyF*35f!>mJSAwxkXM+Ondh1DR_BF^~(Bq`O44Fd~L26Dk(7~AM0^k8@2VqmdxNA
zH*Y?CzyH5mLW07!{QG@>e}7->)+?2{tKV($!6zptgYK&XU2s$S>WZU>2S?c2s8-Oq
z)L&j+UNh4yak^ft(_E|4g5TeAudIuej*E+{`1FL6iJAG~!-tKbtHTbSKd=As^S*ui
zZtSbIj){qR@cuo&wzjs5tLwuL4-bRRq073mqVd#J?c^I95<&MBcum!61s(TZSGzUq
z>Xjeam+C<WNgQtHKR(Me8+1W)M0B)zW&QJWb33}aoc{j$DtvotGdn-%h>;bsyUk)^
zVkX#Dm;L$qd_L&p?{9B!7rwb+2->jtes6i!Yn`gEuUhBV|C8k7<9l&$ueFYj&W6;}
zVl8cLN_u*HW@cudcJ=S>SoTPna=m-^4s_}0x|p2>Z*Q4`PBD3YZZ2s1@T)5;nHdU7
zOOLJyT>RlMzx{%UjY%2T*Tp_6&APVc=edgYF*}=HU0wb7-rnjJ(cAU*{ri<2v%gN3
zk&zKpnr_Rv+4Sq{YxUpOdH42!E>?D3?ACi>bGrW=>vF!^+w+gVyu2KAD%a*K-9GJ3
zZpu13K8y=mT3c7jcAb2*Kk?L@IdeqThOLg-U8Z~We8`Fb$BP*zUQbU=ovQ9XPo?_*
z#l`NY9v|<YytnS@DN)t<eKlT7y{1mu^Y6>cVAsVLHF~AZ{XYF#;MgqE>$dpG>FNGI
zU$5UkY0vc~p2DuHuWIcsd+T*RzMn@!*WP>Gx^-Qxt*x7Ce}7Y1Z(s8xps=hg?9H1u
zQ(nBta19iB`t9xQF1N*jS=ZOieY921u4cxM=U3{Mov7H7b2I2-*49&9qS}-8K7adm
zZN}E9)XU3!JJ;XcUG87`?M>vS^KNc#S~oYRhws_Dck-Tp*W>ForFua-v%Du=zr7`M
zamLmtRV^*8k6RD7^J`1>x)qj{`TeO37ICfo_^35#WsoY!E2`epe2V72c=1BTzBoT-
ze_iax?c2joP0^hE<m-<g6(AM!=FQXmTf9Unf38(2D9n6j8mXRq?cOgJdgjcTDNL+f
z8XGrm>|C!Ow<qFahDq1brAv!`e0Zo5|M~6q`&v<J!)6*LyLB1<xjwtD=+2J9Q(H1G
zPbqzUZRyL`FXCmgQ)JQ|Iv5`OEPil^_3-`cHziL@JNx0gZ>!tlgG)RoPcTkDm-2q;
zx0JOR7Z-i__U+iGr>8&u`1shww()X?iG)psL6^AxyeD7J&9zoGFc4U{aAC%U1qa*z
zs)l^~^RqZ6;9>g7n>QtI_B=>`d1GTT2S0!N{{8k+rdd;-?7g$IIQhwmi5a)I=`t}h
zUtH!p`^a}4UESb4aqsTz{3^A6mQnKN%UiR<*TnCa>lWAdGg1a!VEpFRR&G`<5s#p0
zGwtjDiL4LamJ_*S_ikkk4UVowH5YnbTw3bA@M4BR(G!mww{EHJ%S%md<rG#saQU+F
z&Fg#q?%Xb_7b9_Ymg(U?KR*{fKR1_0w`_meTPe`q^rWL*i4P7mdfr<dx7Vtswia}Z
zbI#38swaIE6_%#u<>h(Cy}q?odzs(dS!-N+PRuZ5RAfpKdGIRh$M3dQMm@c@{qL<q
z)<hUy{SGqCviR8p&|!Mz@8upndL(rJa)wDqSC>~YXG1pE|9h?6;%p3)?Ph*I)XJ^-
z@9q~}9UUG$w-1|3{`@FpIIy?+yFuES87c4Y@2M2-TJ)gb{vQLwjoY_D_m<t*o)5a;
zp&{+;tb=FI@=nzXZJIiDs$;VGmNPfrTv-{+4jNYS@ZbO);^lAmlchn0`QyirAHIKY
zpE)yf(t1uFo+C}H+yZiPeeC>l3U+pOA8mWxnn8<2^Y86>*{7<c#N=@5X@F_=HJ?(!
zKNFSRLCcHh*i;IAe|Pur>hSfGjtGm2PF=|I<n4~2u7!Sctw2Y4C@CpTQdO9__3n~2
z?VKEf3jHjH4_(>0Uhw2JUFl8f=jT1DULCg9>G!v{6OGgTDypg$Wn5fzVxFzFi4^a*
zH#eJw)%_kkJv}{hU$|Fi*Up_Lp37>C)^FZyd?@5cWRcmV`AgaP<rpSZ{hw=HzU+r&
zuUqqS|M_bF{^#D_mUyUz6Lgj+sJY-8I6*hs?8ncaprZ$8mWiosHnW~<U4HDsLg$SY
zACo}WHy_yFy~4Wu-JB<zFE8^wy#0P%H)zZ{@9r**pd}nRIXMe1W^5>Y>^8@`Trc+R
zsoRSdFJ@FYdUvCaj!w{@ouFg+R)?(xSpxDx#Kt6$7q&#{HZ?UBe0gz^zwi0}LQ$;{
zjicZ1@A>!R<71We*(S4mZs!GEJIvC;F`<e@xuR;#w(_Z#pd(SXZQIt-)8iB4@ax!8
z@971Pj&RntrweULJ)I_EESR-%^X6u^#Ro4f^}e{T_P0r`@3x$q26=ZZdZf+y%=7Lz
z6ciXt(}`?a>OCEFar}*q$?fwNhq<Tami_tr*D&h}_#9ecbw8Ja0)v15e&=6V8!djc
zOVs;MOihgq=)zhH3kwA$C8nRBo_ZI}J>1TpuEA$*ZOw4t?(Xu3FJ8=evUkT03!ADh
z8j(UqpqzB$hJuZajH=fZk5Bi$zP>J8o_g6eru^L<&yRm^Z_ii%DHE7>B)6jT#ooC6
zb-k~zuU{Oqv*_fc{vSUoWUR}4mYz6q19UQZ*P@ya4>lG&Jd|;HneU^-((3Q;d}|*4
zSys~SU)6hicB$O=_xF!KJ3AW`TNx&^Qlc;3+gmMeXlS@1aIxE_C(3GSY8yjdI`6F%
zm~iRZ`GW@!dU$wveET(3J3L@l$;*_J?oLilT_=yv7FzY?kIyvyc)5ltRhpV}l#3o5
zV9YR?rSn&z*~nf^!R1R_T3Q<De5jwFp9_2EFj%%^pO~Nsx{;*n;Kabf@^a8k*P!;n
z*6i!ce$4FX=s03D#k&06k{ucLR#sBy=h-$dU7DKoC^0t|be9FF%&xCzywqu)-sCge
zj5m5)j^n<XpBJ`dURIf3S^Vz!%HZW6{`~xW<oe@Bk1p&kf6uc%6O<npX-HU?<vcns
z&2Z${v7{d#9%|P4PE>L&`1r{6&faSCldqNC`+PpG;q7&6zO%D<`Rnve9ut*7Z3Dgd
zeLXifr>j@$tEjMmPUZsHw#0L?N&Ms!S2nP8cU($2(7^cP+wJ_oWj>N7+1GfY)`}fG
zcyLGATPe`6JLoR;w*n_USXfvV<lWts0lL}UcXnHssJ2r2xj8#3KZDL*203GnZM9fg
zS=o-7pGJ4?+zHrMQ#nO1R*H|0uj0=S!)>{@+g`lL;E}hp*?3Hr0d&q}@^QW&KYl#u
z*5B8#bEhR}bKt3|+N*z<FZ;hLe7)S9IdcT0q_}$Bn)zg{RDRkq8C73c?k^7tviO>h
ztb6wE{rKsrw~R#rga166#@)NC+fHq`bLY;5#qRuP=G)89um5LRQ&W?Wm)EBoy={R*
zBa=qJ0*6iOB@Gf7etmh_T=ewR!phIj49v}sPgHgX-OjnF@bR%5`)aE<t^fGp!+~SH
z(igX622atCmwWc?*^1EBVynW}&&$f;7Sm~%JzJWMPo^VwciF+KS4FR{iv^9zCL|^{
zK0Q5M-FmUg(wjm`!AB(p7U?MI-j3M!+8DIe{LjzN6ZPZmbfUNMWM5y`x_Ps)le6>3
zm&@lbtJ?b|Z~jlkc;~jS``-IsT;wXuzpm!*FVni8PsKs4cn)4(*Ofs_H<Y}*bVNuz
zJw3hV|KIN$wr+I|2oM0Rsy}eR!NS@)`EVQWkB9B@lVYk5HnD#A`0*g9GzJv{Ql?y>
zvrB*PzSREu&d%aT??2az&)*N~n*90kxPQa8ZO0C^a&Ihs9Tu`SN_4s3+@{5gle_G*
zS8f&5-23gazkTAfGcz}A-h8-;m3u?pT`TBn<P94(cziPj?P{2$>J8d``}Fkm<gc%;
zYJ{zk09}`2lzM8(kMbGT<$8bq{3&>Jr1Qx9liN@43+meL(kaBj&F#EB?=I-%Y*2(&
ze}Cut_*k!?kWf<_uk^B)@4xS>7gkDM8aN|Jy7$9}f*redNu4d5wXEZRn~RIf%IeGh
zebVNjb}Q)GllAM@-%6Y*(r0SaXRH7kDsxFO@Noc*#B`iUm;pVw`Je%#B52%7sTp<z
zJlkOw(6o3*2TvO(had<@f)<;G+><#1>by=>R#Z|lvdjPFE*ImGmBi#U)9c@#pNycx
zCW9@7l$4Yn7k_;f%FwWO?b=<90n<Q>0z}>2-KS^<vz?x%>+IyzbnBsjprB-LOA8Aq
z&i(xSPE1zkXE@g~!RpLaz6Ou$p!?SB?d>ZnD-YhkFYo8)XJBj`Y^|fDq!hZR?ypq%
z`naQ;QcrKF{+{>c-CgUCrP|usQx`8@)4|D+YPE0QKF~3C7Zy4{eEoWLnFVNw<>1Ma
zoO`RkyG_*!U7*4B=<(x+4<0Nii<rV{$hgpFW$Ei{phEz+<=$psxVb5{IqY<ovy#%O
zDibN*oZMXD)9d2))pS;Wf2Wv#Z%;u{QINUCsYx>$QVxLbc_@0~0m{kg=jM2R0<}dh
z?60qHX=wp<=X#|~4}p$D){nQFy69|`R`|M}9Xl*QC4v8ZyVgY-Yf4p>7U{fvd3kxo
zuP>Sm2kzXF`S$JGis0pZpPrpvU6e9K)R6I~LttRw42wdgq9-RNKB~^k%R4dG+8lK6
z(2N-ppnCZExw+0685(EK{yd+@0V<5k%iCA4)&`yJwqu8dM%SXU2p1QZRTs0io|tK@
z{^splOF6}>AJpG7*M2^0z9MR?)}zOdKR!6vtn$7WJ}v9BX6>4YjY>AQwi|1H7L~la
z6WKdq^BNh;q6H}@CrR!*H_J5p!m3bhSr?aI2j2I8eDwWT#mDO8J3sy|Jk#a+QU1Y)
zhlfF1YSPZlnfd7VY_r^^>C?j}wZ_WH$!UbH61lcMK7WOQ=W)=<$z>d0`2PHp(67ty
z5#MiqtoOeBsWmeimIOOFG5z}Xwp%ZD*MraJ?ft*~TN}N-;Qc+@kQD)nH>;;=g*v&o
zv?v}@0VP`_FP(#4%RxQ3>+9o>H!`ya)%^eV_BKO<Q!AHh_4<H?P8B~sC_Z}hC?PR%
z;dKkpNMJ{gV7kL4@J+h^e!n-&y0YTP+Bg5S&CJ9Yf^2Razje#%WI8yLY?3<Hu;ei4
z9BI(~hQcnvNy*8~4&QG4TQ9C3r}Fbm{a#O>e?K1g_q2Ic3CPNV^5fRS3qn5pPTuol
zuVLJudlKe#^*xto7fQ)%)LW=2WPZ6GU!Qn!kt^tM*hPyLF)(y}+W+mH-Kyii|1<yi
zyo+n9lXtn0e9e^Ew>Tc_Omc}(H`ysUJ54#;_r{%^n!D?C)7w&o(ydn=J{FSvZZYrd
zosxw)%L<e>PuVgxO3Cj1efhrE&mUi|tz9>3UVpLG@#m#`@4r9)d)K|Vik<IRyu7>u
zqN2LaobdtO9>4R;tB*?~{C8D;R-0G-ZfBAH{#|8nr5F+}E%7{dlXKP9xV=?Zzl*G3
zikaWmoqf5WFjvZKo&Vv|x3^3ys;aJiH~BYN<)FB7$jOPy?hhV6W@bp;=j}8}rKP<+
z`Rc0B4coVa4w>0d`Z{c{S?sQo#?70J`Q&UOo|WI(S1ZlVC)41zSo6CMC#Yz-I)8Wh
z`$xC7W`Fqn`7!sh><(5B(Wg(Jf^JS?`^d^IwqV5yj=;dc7dJL4?<#-aci}<+=p-Op
z+t^Bxd@nDqHXg|)&_%1SuB^=RpAU+)6^;pvLEg=5yiRd(a_8pTuRoG^X9pucKmV4T
zn?esCKGe|B0UgE$+Dtgds<g}h04NnLa_ja#xQcm_%FEik+uL;eWGtE1hIRAX{b0}z
zU)QpKzx|}ilOt;cKr2NSAA^>qOQhyOOU|ns7y=Le{r%lA|DKJ7rRBjxhnW8U`g(Yw
zbNi|*+ZQZgxV+4_dG1_U9bH|}pv~s=^HP<^dfk1mtLf?SZPJncGh@b#2iMj{Yn}OX
z^ZWb#|C2sGItm&Q&dJG9IBoRk@#EEZ=I>07*%~STtpDR2yIQHl#KeN);^w7GRc~$2
z2i<D*@YB=Np|8&GF<f_R4gcq3JO2H6%n!N+YOYnO)8}Vr6SK3s8=2Wbr;mibI)7)S
z+&*>}*2(JrZb3mpX=i7#t_|zHaU%lMm~Q8nKjy8!Hzdzqkp*<}(fzvLyv5JYwf6S%
zE?T@8bk**aD<LJXu6Q2ZTVZy!B)7r+`#+udeKJzLZu<9Dg=#CG+wpNn?QgSb`tg0=
z-rip9-Y;iS^P^zuZ=>>_^=7Y`4eEPRk9LXvcse~^Kt!bF`TTmhn>TNQdOkKbHlS-&
zOI}}FduQJn>Bp<j{$e;IoqX!d8JEC7!KUVB&?!kG;^LrNT^Jb|Z|o>kzE|~nZP9O|
z@+^l5fpcvtgFGgwgsqKQdc@1it0io;=)8IJM8DnLmOFcbil>UIs^-Q!cVZHAb9L4H
z=45QKG#A?%Is3+q2*uNzEQ+7?Y+Qab<L>_Y_$N=Ea45D|)c)EsLB;dP(W9X&^^1@H
z$l7doM*gv7-JcyAy1G}pWB1iW&X_r~^LkwM+Cxys8suMDe)*+Kznrbh^>wk@Imhp;
zw2Ny>P2uF^G%z*2TK(O9bK2Pt&t~U?u9!R(ef9LD88bN8+1Y#KY@<52=G~P_KHhiq
z++6FxsHm(fJMCX*Z8r1Q($Z@3TW);KM0%~7@2mso&aHE+ooRh6eD>E$q0h_nzP`TB
zziinrar2C=Q6=y1$%^a8t=XXe`54H#{z>;%I8Rcsu(npVx8HxL?9AL($&5)Upi9!b
zySa6Ab-zB+-}htDroA@l=jXMyx3@d~IVv9SQdnrH7rQHD`{dk|tj%Tz76-4pckf=t
z#YL<-Iy#`CfS8>{M>9SzU6uUKq~?r#>C-1qLVg`fd*=Ih<tb2fnSvrnU!Px6QZiz1
zmFc&)x7p+4?{ob&C|}jj+A$F{C(zf|$5!a>?#`h&Vd~V-#rqhv-gr-4efCyFM8tz$
z^Lq{@B_^PKww0fsDXOZn&YL$c)UMd+*x@^wH)hzsy0xd$_}{PB`aSaY`wo?znf)v9
z>es}3D<1Ftey@4$THP&Cy3fwcY(8+nVNLArZHMg6%zgFP_k~;8_jj=-+1Jh}<fWx8
z%USOkujtZRyRv9&<m?3t6j)eUHRm%kF&UJ+2&ky6R8&%8x_I$oseR%qqi24HkNpYs
zkBX8ybm-87moGc7$Jg&YwC#-a*U<FZ8RoA*rFc_Q6X@=i{QZB$_~q@6?5+N;_2%%M
zm3H$O4ULM6KO5CQo;GEQ#_jA&;ggnd{SJDXwb?B7<CiZk_xIJV{?n0aB=_uGJ^$zB
z??6|pJe?ljwsouNw*32io|Ck4&hH5fFTK88=gjO~&mTQvl9!kFnPtLxzy7~17dN+{
zfIvW^{4>9=8yO6Z+}+*p?5Vu0@XzAfGGFP%UzVPdeEh@8+WPVP{r}f}y|bchhV_5n
zGxK*9KR+kSBW=c0{_f7fe}8{JeDEM3Q~p_RRn{iEr-}C@uFo(`2Hh(k_G6tG#N<tK
zwp9-<E%nyW(z?_=-=dIdk_zY)Yte7MzP_d%AOSHkv4X<Fm7jl_scns%{V63S<-oOT
z+tw}fFg<eTXMWPZE4|g<-yOVvUp{<Y%)xoK)em01idtHCM!NJ$N$sh_dkohdpYAUz
zA~NN6+s@!x9fzKrGcyb;K0IJF%e%AU2<X(-8#f}pyuQxw=jX@J@a9d<lI6=EKRn!C
zRa;zCG-1k=B}YI_ot73BP#4T|vf8V+CyZB^Wf%YcmfQUC+q=8n#_8u0etdX%Y`%@=
z3~OHL&+f5SbNN77?c`+ji4!I)u(|p^6O@i-e@(n65uTT~&hgE`X7-Nm?&h64cYd1W
z@yze;gcgBC`_w<Kkv7kh0VU0u#_3x5x9w_wnScfWDypiO7@C@!L1)5eUthN{c6S+r
z++WA5`|Imtb`&ta-~Zn(YI|Pqix(N7A!yKS#>Jh*&wt%no9^U${n*i?thUwPT;AW?
zdvQ~$_Z-V&Hc*3U@?>GZxmHL2_pVZYeQm9CU7Z~$(H}W-1azCTZS^-6hBGq^nZv@u
z&djX}x%@TppTzkyGmQmBMOzyh81_m}lb>x-sKoGZZg4!P;F5mK#lv%Cu66l?r%zec
z)zwqd)00n6)AjK8KfWq-wSb%)U&GGe^j9xgJ9<y;t^R)G&dy@j*=D&dJ9qAUaeMoE
zi;52m;$}a1kdO#Ex7yhF>!Y7Pe}YEW4_&(!77-Q2B`+^Oan`I=&%VshG>x78|L^<y
zLx&GLM?^<=r=6X}+3N;6)APvM=<QeTwWiN<TP(OqXZp|26}B_1zb;?)`tTn^x%~Y1
zMb}-Xr7o5IysYj@TI~$;V_S1?n;Dk82zdD7g~lwiT&<j(oFf+&Iv;&^clXy@hUKr=
z&O>`ISrz<{F3QR_R$4GZU!9n!JRw!my<cwa`;}KZRlTP<O#2zGAQ)KtVE#TA7p?B@
z?q;3S9=^VzpfiXLUs~$@x-hICG}c;JSeTkOS;h0|O`At=-}XMAU%$`q_!O0u_rA4v
ztk{^$=;RW@Kkwi1_xJWzZ_K&5scP2Q|J{9kdYc&}EeaIg-P_Bpudjdg`4Okaju$r%
zF|~B8U=(nYNWC*@(j+Ts(2d-sW@3VZrg1tB9UZT3O6TuseDNZKp+V>Lgj7j2HMLV^
ziY(XGL^7M3o6nd%`|!bojF*@DyVuq2yJsQQ%f`sa=;7z*Hs7umGz`!yZO+7CmV2w^
zU^DySd-vqh($YY4AxTL|Uw)OpxWFi`7jxj@;r6MOKYsjR(D*Mm;qC41i_72N+pu9n
z!`ijFpi2Tk7dma_<l}3bI#qPjrcDM}S2Q9bBM+WC$5;I9%*w)ts;7-W9rC%><%jOx
zl?C-wii;07GPCpC`uFGa`BNWX+}XLg$mi6i%Fk)3^*K2?28oAQ?(8UZzBzB&G&XK-
zZWeZS>6-SHD>dzYJZP4B%P$z1oD_9mSV1Z4%`*S_eQVa}$XJzdL~qM6{Nes{OXg((
zdHH_L;ANoEHc)r**4FI8cXup7gJ_yzDxOYJQBrZWUqf43S`uz;$t)->Wo0;W<j8@u
zXL*&~`&w46)GT{@tM$T#01m|u-)`qKGk^}>ZfR{jc<K}vx42%50MoZ`-%i=g+b5!B
zW+oQA%*XNmzFI*^$<8@*WY$D(X50Vg6Zg4!w%ua7Q5t_stYrWE`Ey}?ynW5Lo9PxM
zF9gEYMuFN~6DCZMlHESP?iZ)0rzZz5Z|l^lqKg(SGDtfk0h%AWcI_HN!~OdIvUPQJ
zph1RBsi#2=c+hO&xpU_d_H=Y`=tOPd0NqP)Wo7Wh*|WP>tkB?*u?V<1UoUo7!p~1n
zK|>73dL)_a>+3-kvxSAk-Cd>G0@E)F3Yu0lb##P?N=s{}M2e-Kn-iD>xnH_@oBiJ}
zlP9Qn=G@&Csy}be932%;@RiC!morS9rll5sc;MJv=;h_blXSR^S2${InEtb8&(zp>
zrBW_@`|$8ENXe5Ef{HByOP4M^bnjl=o)3q(L5ECu?Y6D{#^E{X$Rt(oDG>z)8z!Vi
zy12N!=zaO{q2jMEFOxsS`hWiRP3+yfcU6X-lUioZoCz986tb@Ww`YQi=bGs4ex1Ei
zrd|;d5gpRzc^VtHY%xj9%34*v$Jp4o6?DaHPtTR#^SH(JI@Ek;b@<!;bm@FqVr7_c
zfB{s9eERh1i1qtD%Amp|C^%UAuDFttP}B4TK|#|5PEJnH&8%$vay@(Y*gRdHetzDD
zEnANC+y7f}eV=nX--oYXO(m8`ZcaP3{{5Yu&3pFPfEo(Q%FL~;tykw=e|dR%;p=O<
zEp2VD?n)aa9pNZ>d5N|9+Z)3dpTErPV`OGiP*z@i>;B&x6BL~nT+Enq{@uHG85b9|
z8ZGl%?p#!4<km08tFErTbnfca+JFB1`Etz5$EQVr$<fiV>iErb=lJGYmtV6!H%Ud&
z%uLMH)fLn;NJ>ij0J`=#{ro)Bd*Vuqj<rC1GF?C3t*)+a=5!v<NiEUa^IjgcDtQs`
z%;I>T?BPd8y9*y3;S>=Uf884x5Wt|Vy*lfxwz0ABB$b0lj~-2ko~{>L@aBf$-WfAz
zO6KI`d`Y@??b?s$^XpfA-RoaeR%X^=Ynhgprw1yT)`n$YICu4`=<jcDgYDvX7O`5*
zU3X^NBo)a!4fi)DyMykID1LUParbU(F};|G$A1-+vT`CC1O!bJtmg84`}Xa}uh;8O
z?@7FU?ONFT%{zDQbe!GO!}H_UuSMC{*MS<2bLP$k4KcpCxtTrt+L}hc<;J)E$X9<_
zR+Zczd983&kKgiUoztLGL1*e~Y}vBKq(j!CfMJq~qPDiTWweuv%T!S5dWB)i_jTQV
zbFDxPN&UTFCf!R7xw<j?y561r_42#R-d@@*qN%F7^wj5ysNdh-Dz-RORax!XyZ7t1
zrOTHuuKoSZbXIokrmb6BckZ;*i{F>CL04DT_kHnlzqtx6p#JM;ofDUnl9DD&n$*<M
z!BO+)<8cm7&V%LmYs1rv)s?EIeUuYWTEw=X^7AtWxx4c}F4>rT{L#T?_Efvrmk$rO
zYiMY!D0y={ook-W<-mY|h8s6-7(M^^<#FxlOS{YSZ`{18sHVoYbm>yBn)~}|cgXLl
zn#aJvbkftsF{I+7(x1P7wPg?ANQrElKVQD=&5ecMHSU7W*|xNdT%VheppX)&_dWMZ
z{r|t)KfPWZzFy1!;4J%kyRdaJopY_rlRiH?d+es5(xP-8P$hb`dAYvutE;QUTLdb;
z-z|Um{5iX@urO$PBrYzFgOk%SB}L`jT<i9Q&h3jlC#&r!c_}0$BqSgz+Irx?0j~Y8
z3+3y<LtYCuY!HaA`>Fco?c0fS=jIyp&zK?M;^N}4`s$%`=lGi0c#URkUb#{;Y)wQX
z=rG08r@4jId>qQk%oZ(LbYWw%`<XeGoBR4g-s;5e68Zi8z5D-ve+8wax-MM`s`+?S
z9CQQN&(F`NmdRR|9dVbhZQ-~7BM`nmF7#gbq=^$7Wv$B;R8&|tr=MqI01b<YiHV)s
z9lgwVcH5C7E}%QLuU{AE<Kz3fX}ycfe^GFadGPXdD^@nPq+>mjH+Ge-{-igd@bNK5
zhHLBN`|s_o1`QcUY)D}A@%3GJG2_Fp*Xs{oz8su?W|Q8+qQXMQq$DLVy_gQm;%5gA
z9%Nj&aN&lH8xPLT-?#F58R&L}y1!O-f4>Bah>0aVIMC?D`02|HP;dM5v$LQ&;^*h*
ziz`1rt9Uv!TtHHC<sRlGd;YG~iHqF*>D$+rJ9h83o-}!~VfD8hP%Z);gSsj8^n|HX
zmxebm9N1I&`N6AKT~}9!Yp2hdGj}fNgbo%K76yiE>teeXyZ0+;YI?q3_G|sVU!c_r
zpoPa}Z*PSztyNOWTB8y;dG}Y)07*wjR>OB#^9htI!57xilktzgz463K^@lSX7#J8B
NJYD@<);T3K0RZa)mSO+^
literal 0
HcmV?d00001
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-104934Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt b/Code/MonoMutliViewClassifiers/Results/20160901-104934Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
new file mode 100644
index 00000000..32ead563
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-104934Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
@@ -0,0 +1,131 @@
+ Result for Multiview classification with Mumbo
+
+Average accuracy :
+ -On Train : 74.1297053293
+ -On Test : 50.243902439
+ -On Validation : 68.0898876404Dataset info :
+ -Dataset name : Fake
+ -Labels : Methyl, MiRNA_, RNASeq, Clinic
+ -Views : View0 of shape (300, 19), View1 of shape (300, 9), View2 of shape (300, 16), View3 of shape (300, 8)
+ -5 folds
+ - Validation set length : 89 for learning rate : 0.7 on a total number of examples of 300
+
+
+
+Mumbo configuration :
+ -Used 1 core(s)
+ -Iterations : min 1, max 10, threshold 0.1
+ -Weak Classifiers : DecisionTree with depth 3, sub-sampled at 1.0 on View0
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View1
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View2
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View3
+
+
+
+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
+ Fold 3 0:00:02 0:00:00
+ Fold 4 0:00:03 0:00:00
+ Fold 5 0:00:04 0:00:00
+ Total 0:00:13 0:00:01
+ So a total classification time of 0:00:05.
+
+
+
+Mean average accuracies and stats for each fold :
+ - Fold 0, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.20218579235
+ - Percentage of time chosen : 1.0
+ - On View1 :
+ - Mean average Accuracy : 0.186885245902
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.201639344262
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.19781420765
+ - Percentage of time chosen : 0.0
+ - Fold 1, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.196610169492
+ - Percentage of time chosen : 0.9
+ - On View1 :
+ - Mean average Accuracy : 0.179096045198
+ - Percentage of time chosen : 0.1
+ - On View2 :
+ - Mean average Accuracy : 0.175706214689
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.197175141243
+ - Percentage of time chosen : 0.0
+ - Fold 2, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.199444444444
+ - Percentage of time chosen : 0.8
+ - On View1 :
+ - Mean average Accuracy : 0.178333333333
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.200555555556
+ - Percentage of time chosen : 0.2
+ - On View3 :
+ - Mean average Accuracy : 0.197222222222
+ - Percentage of time chosen : 0.0
+ - Fold 3, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.191443850267
+ - Percentage of time chosen : 0.8
+ - On View1 :
+ - Mean average Accuracy : 0.187165775401
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.188235294118
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.19679144385
+ - Percentage of time chosen : 0.2
+ - Fold 4, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.204301075269
+ - Percentage of time chosen : 0.9
+ - On View1 :
+ - Mean average Accuracy : 0.193548387097
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.201075268817
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.177956989247
+ - Percentage of time chosen : 0.1
+
+ For each iteration :
+ - Iteration 4
+ Fold 1
+ Accuracy on train : 45.3551912568
+ Accuracy on test : 0.0
+ Accuracy on validation : 46.0674157303
+ Selected View : View0
+ Fold 2
+ Accuracy on train : 46.8926553672
+ Accuracy on test : 0.0
+ Accuracy on validation : 46.0674157303
+ Selected View : View0
+ Fold 3
+ Accuracy on train : 47.2222222222
+ Accuracy on test : 0.0
+ Accuracy on validation : 46.0674157303
+ Selected View : View0
+ Fold 4
+ Accuracy on train : 47.0588235294
+ Accuracy on test : 0.0
+ Accuracy on validation : 46.0674157303
+ Selected View : View0
+ Fold 5
+ Accuracy on train : 46.2365591398
+ Accuracy on test : 0.0
+ Accuracy on validation : 46.0674157303
+ Selected View : View0
\ No newline at end of file
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105037-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-105037-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..be901118
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105037-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,256 @@
+2016-09-01 10:50:37,879 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:50:37,880 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:50:37,880 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:50:37,881 INFO: Info: Shape of View0 :(300, 20)
+2016-09-01 10:50:37,881 INFO: Info: Shape of View1 :(300, 12)
+2016-09-01 10:50:37,882 INFO: Info: Shape of View2 :(300, 8)
+2016-09-01 10:50:37,882 INFO: Info: Shape of View3 :(300, 20)
+2016-09-01 10:50:37,882 INFO: Done: Read Database Files
+2016-09-01 10:50:37,882 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:50:37,886 INFO: Done: Determine validation split
+2016-09-01 10:50:37,886 INFO: Start: Determine 5 folds
+2016-09-01 10:50:37,892 INFO: Info: Length of Learning Sets: 169
+2016-09-01 10:50:37,892 INFO: Info: Length of Testing Sets: 42
+2016-09-01 10:50:37,892 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:50:37,892 INFO: Done: Determine folds
+2016-09-01 10:50:37,892 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:50:37,892 INFO: Start: Fold number 1
+2016-09-01 10:50:37,924 DEBUG: Start: Iteration 1
+2016-09-01 10:50:37,931 DEBUG: View 0 : 0.525139664804
+2016-09-01 10:50:37,938 DEBUG: View 1 : 0.525139664804
+2016-09-01 10:50:37,945 DEBUG: View 2 : 0.502793296089
+2016-09-01 10:50:37,951 DEBUG: View 3 : 0.513966480447
+2016-09-01 10:50:37,985 DEBUG: Best view : View3
+2016-09-01 10:50:38,063 DEBUG: Start: Iteration 2
+2016-09-01 10:50:38,070 DEBUG: View 0 : 0.737430167598
+2016-09-01 10:50:38,078 DEBUG: View 1 : 0.72625698324
+2016-09-01 10:50:38,085 DEBUG: View 2 : 0.648044692737
+2016-09-01 10:50:38,092 DEBUG: View 3 : 0.709497206704
+2016-09-01 10:50:38,133 DEBUG: Best view : View0
+2016-09-01 10:50:38,280 DEBUG: Start: Iteration 3
+2016-09-01 10:50:38,287 DEBUG: View 0 : 0.737430167598
+2016-09-01 10:50:38,296 DEBUG: View 1 : 0.72625698324
+2016-09-01 10:50:38,304 DEBUG: View 2 : 0.648044692737
+2016-09-01 10:50:38,312 DEBUG: View 3 : 0.709497206704
+2016-09-01 10:50:38,354 DEBUG: Best view : View0
+2016-09-01 10:50:38,563 INFO: Start: Classification
+2016-09-01 10:50:38,904 INFO: Done: Fold number 1
+2016-09-01 10:50:38,905 INFO: Start: Fold number 2
+2016-09-01 10:50:38,936 DEBUG: Start: Iteration 1
+2016-09-01 10:50:38,943 DEBUG: View 0 : 0.522222222222
+2016-09-01 10:50:38,950 DEBUG: View 1 : 0.5
+2016-09-01 10:50:38,957 DEBUG: View 2 : 0.5
+2016-09-01 10:50:38,964 DEBUG: View 3 : 0.466666666667
+2016-09-01 10:50:38,999 DEBUG: Best view : View0
+2016-09-01 10:50:39,077 DEBUG: Start: Iteration 2
+2016-09-01 10:50:39,084 DEBUG: View 0 : 0.727777777778
+2016-09-01 10:50:39,092 DEBUG: View 1 : 0.616666666667
+2016-09-01 10:50:39,098 DEBUG: View 2 : 0.705555555556
+2016-09-01 10:50:39,106 DEBUG: View 3 : 0.716666666667
+2016-09-01 10:50:39,146 DEBUG: Best view : View0
+2016-09-01 10:50:39,290 DEBUG: Start: Iteration 3
+2016-09-01 10:50:39,298 DEBUG: View 0 : 0.727777777778
+2016-09-01 10:50:39,305 DEBUG: View 1 : 0.616666666667
+2016-09-01 10:50:39,312 DEBUG: View 2 : 0.705555555556
+2016-09-01 10:50:39,319 DEBUG: View 3 : 0.716666666667
+2016-09-01 10:50:39,362 DEBUG: Best view : View0
+2016-09-01 10:50:39,573 INFO: Start: Classification
+2016-09-01 10:50:39,916 INFO: Done: Fold number 2
+2016-09-01 10:50:39,916 INFO: Start: Fold number 3
+2016-09-01 10:50:39,947 DEBUG: Start: Iteration 1
+2016-09-01 10:50:39,954 DEBUG: View 0 : 0.478021978022
+2016-09-01 10:50:39,961 DEBUG: View 1 : 0.434065934066
+2016-09-01 10:50:39,968 DEBUG: View 2 : 0.532967032967
+2016-09-01 10:50:39,975 DEBUG: View 3 : 0.483516483516
+2016-09-01 10:50:40,009 DEBUG: Best view : View1
+2016-09-01 10:50:40,088 DEBUG: Start: Iteration 2
+2016-09-01 10:50:40,095 DEBUG: View 0 : 0.730769230769
+2016-09-01 10:50:40,103 DEBUG: View 1 : 0.598901098901
+2016-09-01 10:50:40,110 DEBUG: View 2 : 0.67032967033
+2016-09-01 10:50:40,117 DEBUG: View 3 : 0.71978021978
+2016-09-01 10:50:40,157 DEBUG: Best view : View0
+2016-09-01 10:50:40,304 DEBUG: Start: Iteration 3
+2016-09-01 10:50:40,312 DEBUG: View 0 : 0.730769230769
+2016-09-01 10:50:40,319 DEBUG: View 1 : 0.598901098901
+2016-09-01 10:50:40,326 DEBUG: View 2 : 0.67032967033
+2016-09-01 10:50:40,334 DEBUG: View 3 : 0.71978021978
+2016-09-01 10:50:40,378 DEBUG: Best view : View0
+2016-09-01 10:50:40,591 INFO: Start: Classification
+2016-09-01 10:50:40,936 INFO: Done: Fold number 3
+2016-09-01 10:50:40,936 INFO: Start: Fold number 4
+2016-09-01 10:50:40,967 DEBUG: Start: Iteration 1
+2016-09-01 10:50:40,974 DEBUG: View 0 : 0.426229508197
+2016-09-01 10:50:40,981 DEBUG: View 1 : 0.546448087432
+2016-09-01 10:50:40,987 DEBUG: View 2 : 0.491803278689
+2016-09-01 10:50:40,994 DEBUG: View 3 : 0.540983606557
+2016-09-01 10:50:41,028 DEBUG: Best view : View1
+2016-09-01 10:50:41,108 DEBUG: Start: Iteration 2
+2016-09-01 10:50:41,115 DEBUG: View 0 : 0.633879781421
+2016-09-01 10:50:41,122 DEBUG: View 1 : 0.661202185792
+2016-09-01 10:50:41,129 DEBUG: View 2 : 0.699453551913
+2016-09-01 10:50:41,137 DEBUG: View 3 : 0.699453551913
+2016-09-01 10:50:41,177 DEBUG: Best view : View2
+2016-09-01 10:50:41,323 DEBUG: Start: Iteration 3
+2016-09-01 10:50:41,331 DEBUG: View 0 : 0.639344262295
+2016-09-01 10:50:41,339 DEBUG: View 1 : 0.661202185792
+2016-09-01 10:50:41,345 DEBUG: View 2 : 0.699453551913
+2016-09-01 10:50:41,353 DEBUG: View 3 : 0.699453551913
+2016-09-01 10:50:41,397 DEBUG: Best view : View2
+2016-09-01 10:50:41,615 INFO: Start: Classification
+2016-09-01 10:50:41,959 INFO: Done: Fold number 4
+2016-09-01 10:50:41,959 INFO: Start: Fold number 5
+2016-09-01 10:50:41,991 DEBUG: Start: Iteration 1
+2016-09-01 10:50:41,998 DEBUG: View 0 : 0.530054644809
+2016-09-01 10:50:42,005 DEBUG: View 1 : 0.51912568306
+2016-09-01 10:50:42,011 DEBUG: View 2 : 0.535519125683
+2016-09-01 10:50:42,018 DEBUG: View 3 : 0.51912568306
+2016-09-01 10:50:42,052 DEBUG: Best view : View3
+2016-09-01 10:50:42,131 DEBUG: Start: Iteration 2
+2016-09-01 10:50:42,139 DEBUG: View 0 : 0.748633879781
+2016-09-01 10:50:42,146 DEBUG: View 1 : 0.579234972678
+2016-09-01 10:50:42,153 DEBUG: View 2 : 0.612021857923
+2016-09-01 10:50:42,160 DEBUG: View 3 : 0.622950819672
+2016-09-01 10:50:42,201 DEBUG: Best view : View0
+2016-09-01 10:50:42,348 DEBUG: Start: Iteration 3
+2016-09-01 10:50:42,355 DEBUG: View 0 : 0.748633879781
+2016-09-01 10:50:42,363 DEBUG: View 1 : 0.579234972678
+2016-09-01 10:50:42,369 DEBUG: View 2 : 0.612021857923
+2016-09-01 10:50:42,377 DEBUG: View 3 : 0.622950819672
+2016-09-01 10:50:42,421 DEBUG: Best view : View0
+2016-09-01 10:50:42,633 INFO: Start: Classification
+2016-09-01 10:50:42,979 INFO: Done: Fold number 5
+2016-09-01 10:50:42,979 INFO: Done: Classification
+2016-09-01 10:50:42,979 INFO: Info: Time for Classification: 5[s]
+2016-09-01 10:50:42,979 INFO: Start: Result Analysis for Mumbo
+2016-09-01 10:50:44,902 INFO: Result for Multiview classification with Mumbo
+
+Average accuracy :
+ -On Train : 72.7695603132
+ -On Test : 41.4285714286
+ -On Validation : 69.2134831461Dataset info :
+ -Dataset name : Fake
+ -Labels : Methyl, MiRNA_, RNASeq, Clinic
+ -Views : View0 of shape (300, 20), View1 of shape (300, 12), View2 of shape (300, 8), View3 of shape (300, 20)
+ -5 folds
+ - Validation set length : 89 for learning rate : 0.7 on a total number of examples of 300
+
+
+
+Mumbo configuration :
+ -Used 1 core(s)
+ -Iterations : min 1, max 10, threshold 0.1
+ -Weak Classifiers : DecisionTree with depth 3, sub-sampled at 1.0 on View0
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View1
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View2
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View3
+
+
+
+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
+ Fold 3 0:00:02 0:00:00
+ Fold 4 0:00:03 0:00:00
+ Fold 5 0:00:04 0:00:00
+ Total 0:00:13 0:00:01
+ So a total classification time of 0:00:05.
+
+
+
+Mean average accuracies and stats for each fold :
+ - Fold 0, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.2
+ - Percentage of time chosen : 0.9
+ - On View1 :
+ - Mean average Accuracy : 0.197765363128
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.179888268156
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.193296089385
+ - Percentage of time chosen : 0.1
+ - Fold 1, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.197777777778
+ - Percentage of time chosen : 1.0
+ - On View1 :
+ - Mean average Accuracy : 0.173333333333
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.191111111111
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.19
+ - Percentage of time chosen : 0.0
+ - Fold 2, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.193956043956
+ - Percentage of time chosen : 0.9
+ - On View1 :
+ - Mean average Accuracy : 0.163186813187
+ - Percentage of time chosen : 0.1
+ - On View2 :
+ - Mean average Accuracy : 0.187362637363
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.192307692308
+ - Percentage of time chosen : 0.0
+ - Fold 3, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.169945355191
+ - Percentage of time chosen : 0.7
+ - On View1 :
+ - Mean average Accuracy : 0.186885245902
+ - Percentage of time chosen : 0.1
+ - On View2 :
+ - Mean average Accuracy : 0.189071038251
+ - Percentage of time chosen : 0.2
+ - On View3 :
+ - Mean average Accuracy : 0.193989071038
+ - Percentage of time chosen : 0.0
+ - Fold 4, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.202732240437
+ - Percentage of time chosen : 0.9
+ - On View1 :
+ - Mean average Accuracy : 0.167759562842
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.175956284153
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.17650273224
+ - Percentage of time chosen : 0.1
+
+ For each iteration :
+ - Iteration 4
+ Fold 1
+ Accuracy on train : 49.7206703911
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 2
+ Accuracy on train : 48.8888888889
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 3
+ Accuracy on train : 48.9010989011
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 4
+ Accuracy on train : 49.7267759563
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 5
+ Accuracy on train : 47.5409836066
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+2016-09-01 10:50:45,120 INFO: Done: Result Analysis
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105044Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png b/Code/MonoMutliViewClassifiers/Results/20160901-105044Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png
new file mode 100644
index 0000000000000000000000000000000000000000..1fd104999e5aebdb6c8828c45832b261f7e76d21
GIT binary patch
literal 57249
zcmeAS@N?(olHy`uVBq!ia0y~yU{+vYV2a>iV_;yIRn}C%z`(##?Bp53!NI{%!;#X#
zz`(#+;1OBOz`&mf!i+2ImuE6CC@^@sIEGZrd2_ci=IqV?>>sZ0J=zm{!XUUa=*nI1
zYLD$lg%Vp%SRFEuHcpdJ<mr`sEn%W8xQQ?IO;?TYjEut_Q@RwZw_N)6@9)L+pWj|v
zo0t0N<J`}G+`oUeoL_wI`JD65cReq*doIH$C}`357=ol4Klr9MKsh_=`R_42gh*Jd
zyZC{P<9MMA81=T9J3z(zvQ73d9)gO;EPlu<05^*_zo7u4Ugmm61#=6`ShvH{3Q+Om
zrc$F;NPz<CPV}J*7X;>7l{$HPa^5a`c1Dt;)#=PE)794=pPy&jEv)Xh;k=}z<b{hD
zR~FlC%e~#U(7FBEPmB8c`jR&{1jWR}3`|X1w{A7Pwl=!`(xppQ$3yjujfHD}eOYPf
zlar(4)-M<P-XtkGS#kR5g#j8DmU@eC$-OPc)yl-x%A_5>ZcX`~^@rPdr8ktljbd=9
zsj>O?_V)2_Q>RRE&=66wx8Hy6V_SRs;iE^FI#y<T)Gb=PIC5t9(WEmo44ID}J<5Bk
zf7zF>Ukm^K`s(JndS6phlR?sv4lDWa`&F@ft4!zFR0h5MH`6#B<U^;08?J4#E_oqP
z_3aI(u&{7NW#!e^zpflPJzam{;>FERo}^5DJ9FmDjGLQO=h;@b{rvoVb<ASkr|;kM
zCnqPDyuT;QEv{FS`?2WGe!={Pf;-Vp3IYcX9AIeYlTEt4E$3!a+}^6plA4eZkv@6*
zIMs8%o-MUI)+gJ2<3_}tJ(a@M-`*UYXIuT@sCfJpZ9Rq;cXk?|n`axHEWypq{pQxz
z)%P+ZA|e#*?Bogy3nTVa82<YDx_!qEiz7#mCVqQ!Q!BA^#l4qTjvtq=?>TSxo5vy2
zIrII!y;{FtNBi^IZd>>>P(x%#%}=98j~*3#eHHrW@Avy0JUlr8b^orLJlnfF>#CMb
z)t42w{w{XwJ=DrAzF_(C@MIfHOUoHXsa$;Wc0Es?q-@E*FXug7Z*6g%$;WrQ-ygbt
zTl(O^gIc$potz8`9yn~tzRm}d4tMsOdwIG4;|B+uf4pA5zu@gH(?9=yzqcrTbtSuV
z_TzuOpzL-}Nm$*_B_Ke6LBZNuT3kP_W%usgUNfd@haWn2jBVPqX%Yqr4Dask?LKnE
zCFj-_&V>sX255-9v9DD+w8*tPAu|&cKi3>0cNVEG^P79>QO(CktR<zTAOHOPe7#Js
zt*!0Grc`dTygMCp=EyJ{I5}DU;fog?aeJ!{9y`Vs7#OHiQ&3>=q{uSGNOH}ZH3iSl
z$xe-%GhIJE>B@>gflikRr=PBgIXBOiduPnKM>qG?S}zIGOfizQv9Xyjb0+74HR;EX
z9%a3E@7@Ftl?|IVIaO6vt$qIR`Ez!Cef=FfcRH#FJ^c9ixQCzLu?9xwgxp--nLf)t
zJ+@R+WBdE-YxC5pqB^>|g%1uiY85_v@??Q?JKvgekA(pVhgvup8n$dPnK5hDrY+CU
z%xpe$#z!Y|6U)Sj69Y6vemt4%&oJfc`(354K}ISoE4Q??tgvlgv`EQkwi&OQn%ah~
zTi0G%!Oh8;czw#`$->pAWJN?+#KpxcDk=`#xg+!U*Vn`M>;K<<@W&+k8c$SI6vL@k
zTNf-?5NAK<@87?PX=%r**1WsFfBiOfH+OgT@9*!Y&)=SV``Eiq)9h<2dUtQxB4V6&
zreWt!%O^#aYu2m@2nuRCbjWGP?%jt^o#GPeWO;n7_wecI`iu+{Cr+Gj`soa_T&dk`
z>tlDfeSCb}S!v>dd-vq{<?YsN%(=QU#=idVSMi2hueUCeulvDx?b@{s8#Xlb_VVh*
z@8e;J*ioP;XIs_6Z~sSttF`H9?8N3~W~=gdG1<(2PE1r@^R96dTS+NDyPRE3$3o|J
zC#|VYT2qrwPt(nrzi*$Nm~Iq{wY9Z`q@<#Pf<vy%WHnzW504J7eND~HA1}JgGcwfF
z)NDvR%*K$KYMOpd=EjX14hsVg+`cV+^X5&{d)?df@27o#bZ>99Vcs2!J)h56S3I9v
zZczB>2%GJX2RrI*A6dLxdtqyKxR;NQ%0v&BnKNf@$-JyK%RFCBH)>1Az8{acm6W)6
zd6#MiFAK=b)D#rVy}xfR8=s7a%Mzi!4h>t|xhzbKvNjbHIy(B~?fsT5Tjt{O<<HOJ
zs`q=pzc|`0?&7kg>TA}o7mNElIx=2gTWeDCB4BIfoh_Ndx-mNf-tIf~a(edVWxTPw
zN;>oI@AKWZZQGQ|lbu~$G&MD^>?}^#($QIBoPI7~d*0m_4-dDyxP$}*IIyy^PMJ5)
z&&tZm#iiuK1IMEB^7M~ssi}g3fgvFxC!ZE6DebEIs#W^xN~e*rac9Si-S77;{`dFy
z=FeHTx9O&)qzDLJG{0Zte0iB~@X6J?is#$c+r51K`toFT|Bj9oD^_&q=;*w-wl><u
zWy<vF?$4e*6OotqKR?e_xz)+BU(QxZX_0%s+{AtR?5x*!y?Oig<)K#YFHcSiPdfc{
zO&$|7bLO!gNu9Ur_x<YX=rGH_=cDY_lW<&ITzs;F!h-pAzdAcQ*2V62TN}MSEZEp3
z`}#Unb8~YoP0fXe4mrKLyW4!{jvWGm7jJG(KY93Yb5~baN5_jZGmTZIdPUAUJKH?{
z`L3LsMp6a|4$YsPU8c;M<rTDYO4PO-&*Wo0i7&HXeSCcU%D&p_s;{p^1*gUux3;#1
z#KibGEu8S_)2E0CSy|a#<?rPL1z)~=dGX1~$&oTuRaGLw!ojNlyr=6;jL=D&fBL=X
zqW^K#E-w4_?b}lH)JsXJtD|GVGT+&krfP?GbY#4{vvbMn)!v$#nl3ITrLRIjNkuR-
zZky@V^RrB|SFOE%>eTvprA7Atel)u%3I1NQe7XDe_3`1=F|JirRbQ^h*N5)@|NH&^
z<ui@bH=VzE^X8Q;nZa8V+xg}FxW#l7loqk`%UxiXuW{J8aih-M$jxbjfj4ch>?+MJ
z^AA;<eDcMKiOMc6CGYN7zPhxO`?h)6n}}aOpU>~?$oTl^=$4wFMceWp9%}va^Z9(?
ziD}=H{{Q=%`TyVFH$R-)`6h1OT)Z{)U}4PJE%!^9J09;a`tslZV@*wsfQ(GfhYtmB
z?(7t{E_;)Zc<9iff}fvKHAJ`=QvEZttBUTdi8QXLs$ycu$;~bN{VkWlVYXTBhllO*
zpj`Un&*$?S3m?1n-kZAaMt0Ek&sKGREP{fAFYYeS-{u<~EnWWZ&cTa|-5)-F+}tN?
z&7@JicahP`kgg?5RL;z?6y96?9aOBYYU%9ia{B-8@5PnD>I|v=3Db2V4_(^4b!%&5
zBjfMtzrVgp%{{!pvH8Nj+G+-epdg`1lO{cQ`t;}{T@8%`UteD@{QfTX&c0gdyu7@e
z`2iY7&dxT!xpQi9S=q6b!OKAv!k72=<vBSyJ-ob}TwGk{9@|n;UCqpJ=ImKUhJHEQ
zRg=O}QdExh%kwV`;8+;Y(J8F1WMU%XaC1jvOAAXxWaLI0``TYqdQTP<6f|tyXvlEj
z`t|MC!m~_H@-vjYzQ)VR$$8@R>E`X*%?}+uY*_Q7p!a;VyE}VZTib_^9~*;K9y!p+
z{PExK_p5srYPnCHcgKI8jU>Z`h0g31RaHtxMw?Ep?mKqun1+VNfhQ*?U)-J_&m&_Y
z;BeD+d(u%Z8S640RaMm!=gzq~Ix<?HyK+S&X`=)~LS|+sD3N{Th=`0_xkqiK=gn&&
z_RIa}uiF-<-QC&g=-|LG&$gN^H#b*BRdwNx9TK;0-O4)sV!oK5U}Nd)Ym5x{s^8m!
z>{n81s@>izY0Sp3VD;*5z1Up}y1Kl(cI^s%G}9zg2-MPHWM)&au$b{RE<{XBtgWeu
z>CMf}><*Fr9+fxuudAN;*y8L*Hjd+aQ)_B!76fQqSnSUK?eJ0=!NhlWcD@m9z6C0F
z-{kA+>Q0qUpI`HdlZ{`lN6xltLGtmw2_7ozpR;J~sQj!Jx38vC&bCTHO^r=YPfv??
z)vgz}wra17-`@vneq31@Ji|DhPe@q!wTS!Cw%%#erX6FRAH6N-<Uci~7q4C^>FKTW
z+Tq;J=cqMx)t;y@*`-09KR-Wz{C@xcV=pc)zPQkteU43~(Ep$3>pz^<-=8r>ztLeq
zk)PATfW^hDZe*w``OGrm>=x5q^>xRsx+T}t?RBHJG)$i^?&R$J`U=CvOP8E{e0a{y
zx9>MjKX>5PEvet%-ZpRDYRa%8=Jooxy{k;`tNYJ8ay`DDx6z>?aIstBxjB|Q>i$|S
zTC}L(*O$zi&u7go>i^j+TC_+&R<`%Wiwu+edoruT*B@);7LSOTy57)t{mxgXw&{Hh
zzI(VMe0^Nvkq*I*zP`2)E!VIxF{_dn4TlanU1O+}<>BEecz4J0o29NUuYApiMz_kf
ze<CjzNn4lcJUc(X|I3$>H~06;hp&qXl<w;Q)r()=-rj!7&i9=wGc$8aO3H@hOP4R-
zJj~Pg_*Gv&<HH@>eV(72D<~ka;M?AGe}8{a<18{VlA+<zqa+m-6$XZ=?RmZ8`f)2-
z*8f?&>`{7fa4;yn@7uTUjqJa+RTA}8RaSPtUMSc6`FI@EkiK*0j)0(G<LdDBn+&Gw
z#WFEeR8%A!?~|?g@PM&llU(bk@2^fj-c$Zwu3^)?4*B{&f(!-U-^EV-GI!3Lf<HeB
z#m+DDo&Dg=n>!B}uZzx{Idfs;<}@wdl~bmOq@<@GK6sGv<jIp-yc2%>sMu=Uc=Oh+
zN4K_ScXV|%?cHlTXYSmMX=kM*BqSE(-rg2^C_8BX)j+MOH}=(9dwF?%cy(1f=kBhl
zZ>5b=IGmiEB7O=9CM74|{P*HT#*$^rm>A6R@AcIE{bg!luc@i|hW+X4@bv;>V#lNo
zEM2<v#m&v?a`tsG$ugFfmK9%K2+GLFJb3<`U0PaNMMcFyLEylN6CCybeyTTYD*vu+
z?r`e-|C5u|Ir#b8H*YqMiH*IP!czR~%)!UU`zKDH&Mq!4t`omc=GU)Z9$sEa_V;F+
z=l8vN^Cs)~&WuI7HmzN;?AOYbaoVTOpLh54<dk-ayZ1R@o$qY3&{v!6*mxuwX3UUS
zvSbMZ1E@6|xY%ta@9Ge(kFVG7XVQ4B%FWHa`Z`aXm6a8!y}f78o`l@oUcJ~|D|ny3
zeAyYgI&9<nsek^|m|gRnTwQpiLy&`$Gx5If!Gi~{&XYb~xb-owKwq_Y$e)Qeb$=?p
zsccuu&(HUnVZi9;=QrW>(+Q`aS`<IyVMus!VPQvqf4F2z-0k3Fn!(E!ELr06Sp9rs
zW232ECoeB=YilcO)t48I6P4W$oj%RII&3Wy1E~FGVj>c}+^;o8uYKoE%h^fSE?yMm
z7T0T;JzF}(Nb=XWx2NkGrak}p>gwtZ+qb7*-rgr|&ZjidL$$WJxcJY9!~8n)UcAWo
zru@A0;<anX9v*Jrn0{XFM2b;|i_(u@zZNZ6!0`6g*25t2ijPTUeV?D755LWD@!GYv
zwQF^EmA-CM^PT0OH1WaH)6)aAre<9(Ei81*%hP*OWSMPnEo}eOWxli7n3<Wsytye{
z`}-Tn3%9Q?_m|g+-p13+&fgZJ*Y2Tm=-=PpH|wgatIy0b<yM-=0m|~ndZnf3%<t&n
zDEk`~73CBkFaP=3S!M>CiVqCu=i7(h=2)$vt=-L=G|fXrfUEVx$B&EwW^3Pkd3iZ8
zGqY3LJa2*TY%{IOtn2G!b#!$T)6?7a_x}-^Hf>tyqw^<DGz6_|@lk7bQEGHr*syxF
zwwlk3266qk182_g$jQlV^%IVr{OZ)UMYCQlUsko&!`;2z*X`o!aQ&%rwhTYMT=q9i
zJk*lKzR-WB5$msCzbbxwP@LkWTJ`PC$!}-p+t24!$iKVGwC?9qaULlX4mCBkia$RL
zS6@GMZGC+Ij~^8tOM`ao*s-CS?ZO``E%VAxDMyYS3wtTKuHw#~%Fj1g#Di9fl$Dk3
zD0?f#aQ2;RdU`sKtd)q;L=L5i9CC7U1*N5H4dZ2whx$A8{(Yo=yfDAl-|i>NT&vPU
z+wa%?Ubgwr-qxn3rh-RDI<+pp{WrPn{k>l6@^=a6=2-Sldp7%n+No)eE#BoGJl;@n
zXMaFini{Bk{O#@S)jDw}3iGAv*S0>kcvmm~o)Kx#$Pmv^&)&qgwzd~nR!%;(i#7e+
zoW=l+BWofzGcfG`|Ia$@{5;+TIc0LWxw#r5TqjbDPCPA=v8|dSyF2%`8Aq$rn>#xv
z=UNv%;g~aLPRJ!+Z|~-5)5P}uez*I2m7VBk^@$z{X=!aMgO_j0ba|b9YKo>s^|zef
zL^fWjmgwzySFL*+nc1Bd1~}+Vch(RA^=|a0n`bOreEs43{r}rGZ#Hh&lo|2&@88gC
zt{*;rJlMu7{YrFuUmxGQ`}^bH?=dy8_gXsXY{%8@`S-J~7gpT;^XJdKUybinRaFJJ
zT2Gumzy9;auPd(`r=NRpWo7WycmMx>zYj`T<@am1U)xmu<AdUzJ9iS2l9*P8biH`-
z!s_W#y=8uLyLJ{o54&lXaY12C{C+t@L&Kc5E!PuoY)Gv5|M&arSaX@<;QG9fsgZ$=
zjm@Iug~07?si(!JPMv9MW3!>?sn@rirLV7bbay*DIWbMsi|x9&*nRbygP@@vornz%
zPu&xruGHC{bCW4OJ)MP}egC&&t@HP%YKIp*JtbQ5>I!FBS=ot`Cs&rw+5hiX_FCS?
z!|nWwtG~bd>i77>L}ie%H8nOYOpO12Jmx=g{P^nJA1k5@f6rgEe0lqc6CTsn?cZ<D
z#myb>eTO$zdFjHRmIV(O9zA|6C@<eX(>Oip(h^VJQ|JHB`gP5}w$Hlumx<pzo5;8S
z<ZP=FUSC`L=Aeh~vokZB?P`B1SXxT%|MQ7^&)&UP{oMar`OLGCv@UxS@RM&({eL^q
zc!9jUd_-hq;_q*7*X!<;G)~*_o}=&at9Ek-i+8#Pg^yfVSXmhvHf`Qq`0<hJj@`RA
z|Gm8}_wa><&R6ALzj@Ph=T3}G^|zkf$tP0+G(;ly*X_NP?B(sfvGjG=n&|C(YooR%
zWq1A&-m-P;!}ss|`R#r*=-&JO;h}SnjHQs7nb`!dr4btv7`f{oALHGzd$+UJR428`
z8>e>6oiiswIrsCkvj*no?M@3DLbOu3rOMvknriFl@9W#z-OaruNK=H1_0ZwNky1_z
z1x`=bZ{NDrw5O-%irxb^7cKjYpy1$zt5<ig-}j44Oib*?mQ3NUt}X-g&NIU)u~V~+
zQn_++aug<?G)O+iv$c2HL}m9)rLv%rzqGTnHnx8L_2p%Ax48bMEsP1jzPuFRVA-&F
zbF<UJgzliY-DSMz&Yd$bH9dM_qVnoo1zDR40o&?tEiroQH@P_%6&bPdNHAn)XP-zh
zVqs%r`tg494_0n52fgWw-TUQoe%)w$w!HN9wKwmdpP%onvF3NZ_w)1f+gn>%UzgtA
zQ)%3=%GNNx<|FGg-RNU>%a<=-9KXK~R8P0@$ws|Rs(H$-I_-G;y~jTe^V@@(Yhq$z
z8#ZoCyspUb;`Qs~gH5a(wr_Wzt{1zZ@^cysE9=IuYIVQgZqGVhc7C3%&b+Sc38i0|
zuf(huRaH|vbn&9#v}w}>I$eJJ`~9AgVdKV)H}+H-Z_B^W*Xq>x^z`&_%Wc))-wAZO
zT)1>;mD#_d-{0OI-jaElf#KS<YZtCwJt|-SXQ5e+g9F2nBtsP;&SU-Z{dexfFr@Ac
zxp(iLgh__LnKNe|yn3~2Ti=>BYZfeC-2C`>|K{A=+j5)R+u3hz$!tDx!ec7C)$u;r
z=H_PRs;{qDqobpz>HEHOUGT<wyK_6=)@h8#3r!XJ9^YHBE_QcNQj$`qi_)nxXO{TR
zHoLf|@^i+;MXq0tipL8GUc9z8I`hSag)S~rAOi?*eoUAk5TrHrO>yOoCr?sdU0Eso
z^vRP84-dDWJbALS)w1e~#?4!|gaj}8+y8aBckf>5sn36ZfA`dzzWQ#sW&KmT-*1d(
z878v{3hvyw^J4wK&+<x2T6%hF<>lqK_Sf5sii=O~?BslVb91}w_b)Glm6TrH-mc%;
z-YzT{INL1u#ldFwH$V35u~AYoGBH_l<cN!s(xz?Omc`fqo!ZfncXyZT+uPfhTbI8R
z5S-|su;A+IaACoVz0&3@LRW`{1O+Xc6yNCJpdYs<VSaE>kcWc6g?D#%-`sYzTm15;
zr>Ac|Z{-%hls>=K&BbN1n(w06-DMkVh1Gl(m}XxK(VQM%_p^1G-&`*j7dbh(l>B`E
z<$iM)-MJHU>FU*`lO_pyd3q|w#>STI1C1Pf{v0Wje7sM!x*9yLFm=k53BA3%Z}0El
z?-j)_XS1N}?X8Pzqqlc-WE^heRT1HOd2erZNJxl_n3z~jd|aH|%-OSpYievjq2Zvg
zK-GKNhD{mQ*UA3<`~7}SeC?;;yfZTlmn>iI-qzMOWy+M0+#RoYWGn(y|2;oHe{;>B
zKcCO%{C+;a-tT_xcUeI}P}O~}{(o)NpC5*Tf<J%#x^!H=evMgOadGjknx96$=ggh!
z>*C@+&nEFUsQeV_ba}IR-aNUpGmYCjI`Z!A@jN@rba6uigObv&f`?3{@9xa(@L0U*
z?CI01H`ZmXx_+vtsA$E84HG&#K7Ib|sWmkyCr3wn^7?(hR^2Mn3y<E>&MzNydYW$N
zHePA7o^AQ}<5b_g-~Zn)Y2%Ed;^NK~Z}$ECa@jx9>e#VkZ|r0YlUV-#c-)_LIc9H_
zY3+}P?Qb@Bc5=G9xd{mdy11}>eRZ|F<J3OxH*elVRGmC|5<K9gr+4i|oKAS1{IvS-
z1v260HL?PI)rVjFpI`9n#}5Sy3yFshAKutmto~XzK;7C}nyZz`f4<$(%gg->e|>qW
zmAI??eV?Lpn}UJ@!?tbPw0<`=HQiXPx7fYEZT@`uxIGmMHzk$$T9v=+*|EdI*I)2J
z{dr@1d-;hICxY7bx2H{?-agwr|IxFvvn#&765X?B&yB*jx3;bpnjW<B$c>H34<9~k
z{P*{Fc;#Cyb93>+!ooK)y}i8;A3SI%etz!Y?c34}H})@Ewk+e)5>7driiYp^>-Qfk
z&bYQl(ydSCq+NS!>%s*K8f-V}X=ycqMiCTjY-BcW-1vs`^XcjO7Z<s5Z+-sh@AvzQ
zmn>n~o_Dut|9*SFxmK-*4msVpbt~+)vcuH00C}?<iCJd3TnsO+t`-jp4qh!&{O?a?
zL{!u!n_s_vJ-X~~&&r^ps;a1|$r%?Hr}M6<i794(oh)d?;D*;_H#fHpn>QccS^OL{
zZBq4odCbqPaxyYK>-YbQTDsj!7&M^0f4@CwaOKULn5R|i&n<9lzA-r`K0dxj(%3E6
zVrft(s2z8>jkkIAYHbxEP6kkaosp5T;@ca^EnBxvoHC{5(W9h{?CF26N7b#JF=NI8
z&&g_QK;XlJgUnB!KYu*8{2pUK@l7Vv>;6$uQCq)8MaIR+E%Tq>cjSl*N2?QPD#OFW
zqrqw6g%xMwws&-J^hlX@-Icz)-2eEF!pArMfd(?;jHIQdmn>PbqWAdm<LunxdPg>=
zp9f7%h=__VjNe}udPvr~jA!M_l?5dwDNk3dUE906{Qb4xaZfDPy#voz2-(@$1!#!8
zxVV_Tr>7^2C)(~96T>u}$fk+P?x5Iz!ydo0m0R3NYwDp37bfIZe|o~%Cu7;<JzX#H
z=B88yB@uD)<mcz+{`m2@KmK>+)ZHa7g+QZ6N=*(52j<uR>s0fdwW4Kb-QQhqg>Ucg
zmoF?V?C9z`)WFF6;cof;l_pUQtKJ_7|M%zJ?)RJaw>m96RUujWkTE3FK|s(f=SIW6
z+TUTE-Yy*6+`*dFrMt@Baxrl5@`C2vrg*8={dmYOA}YGE@%gJq>()H_nUR?pYB~Sb
zBSp|K$g13kY5VO$E$_~{*SOxlPR(ylN9N^ait6g@YooTVGOgJexj8Kn)Pd{iIWotx
zI3Y2y(KP#-Lv(cX)2r*J>&IV{@c;Sq#*G^fuC5NxxVVTFRD`UF+{|`;ef;s6#_0xS
zZz4bgC7{UY5L6bBmE~O-(zRxdPRWZ4jIFJ$YZ!xmN@@R(`RBZC$Br4M4y&|pf2z-3
zHNTmie^pIbdF_<n&t~Ue*jb$3($eCfAdqlkg5uU`-m#@`ZU`=2x)hX#sv9QEo5#n@
z+#J=v_NCq0msVN#_u1aLdv{~<alRwRk0(Dm(wTKwQ1H&(yI1#>MXuBPu5`Tc>*3j-
zWxh`XO|daCF$o9=1Z3anvN!ni=g)%Gt5=s@TX=4+b@Hhxnp*GoPVZMgdE&%@x3{-X
zoHnhk_V>4q-=D>|cm34X(gJ0-cXxNQ=jZ2d$+*bm=jW$YdFsrWBY%H?Pt3~ddUkg9
z>OIW=zq|~dy2IPsd*ZBFT&+%xk(<*V9_F`q@$u>LnlVi`+G%0H2F7oinwlMbed{jg
zguSXe5_<0$wDT=r@bl--HG)rHzU*vhU@-e&rmemDRvbfmdb&=;1_nJnJy5OC!NJZi
z*AldH&7^J9rin#u$q0N~(K_qK&6|pPdVRL8_x4m8pPoN+rsOQs>}8iePn$I9(6KEH
z2~TIvn$^`Uu7Bv_#f^?XEC2nml(VTgVE6w1e);$N|J!BP)cpN=J%=a2chcm^7q@1I
z*L=C?{^Qx~{2RM}9XodH$LI6*j8o#I<+j4s0+{aUm$hD2bZ4Tn`;D)nA|gjl{eE<`
zyQ9B9J()T0-X2b4V`I>aZ18fwqer{NC(fVWKWUQCi<d7MHKdI%2)sHa_9K7q^$>g0
ztJ$fMk&zd!UvGC%0FBe$e8T2%vzgcT^~Pmxd<;DDb~4iDc`N~8^Ze)8G&VOoPc86T
zDpdXLjbmJ#9D{;^fk0kfp48KYn>;70DH<3Eu=C5U*~a+j-MhZW$NN{?yjfvU=03Sv
zaD|my&*L4tKq~^O4{O<dl(w(4S+jQS>k=M@KR+J#M{G=Ly`?@gzW%RiQBlzi!-EG8
zhQ^r|78W|DrKt%C37MQKPD@McU7z#h*)vcCHZJ}C?(X5ApP%34KRwsFTuD{6^{u>J
zjm12>S}t8(-In(D<kQo1CwQoUhC~V;G@P;&7Z*>yw8S%~J|;$H_SEG`JKx;c$h^D!
zeVdP3^YrQBO-)T74zkOy(6ul1|73d8EdQR(i4>!V$Vf-6sfW&;<Ga2tmYHEq>~68B
zsHh1iQzm$*6qJ@8y}P^o>NHTrGuOKOMsQeqdb)_1*r79Ld~$DXPCxH<e_!p*1^K?|
zk1OBr{SIo!R#a3t=uLn8?(Xh4Tdi|*b7kymB&xr?Y4lNR_E2eBzh0k<i|fY6*4EYu
zr=Ln#6eyVG+&B;yxjMgY)22-Z6(17J?tWaq|6kYr`u}s^`g?ddEcct6)ti2HmZ?Ce
z3#bFLr@|0a_AngSl6kq{{XN?b7bQ@asjRF_>$s(b#evhOxoxYzxum73P1B2AW%kdq
z_}K=>7od6YL#^DP8F$xiv4fW`3GJ==>I7;+^sRg=wffJ_U7K|I!-M}`30Xf?H(~=r
zV`JlllPM7!5*klU{`>H7yRw?vvRjTX)cxnR?AvEo_v@wlpHHXt4GattnD-|qB|Uig
z^5mg)5gVBT0|N~V4I9_5*LQMuzPj&_NyY_*9!X<1P*2K3rQ+u&)oD7Bi_G3{Ei5f{
zjf;~5H98J&FcKCP2F2B6b$`$p&(57YPo>Dty3_sc-8<0eGYb==kFW2;SFfVh|0%k&
ze`Z64@Vv(seXAWkJvnEYWH#;DV`GwiZOz3?TQ+Y_ww3t5`ku?pBAMfRGxxBA)}XAO
z>Y$KuCERbzmM#CDOUpl%+MQ$B_xPU4J?2A&GMiIQ3dvX$IHW#U?VxZVfB)ZOY~IB(
zphYjHEbkc~?l3=b;lc!6xoex#{moLf8B$VG95h6dPEFCwiH?h#ckBC#-DPjN#Kos;
z-4@r6<JlO&vonUz*w`49(M_KnKYyP8<HwI3-QCIBO~;QOy}J72#@yRxpoJKq1sul4
z%`tk%A06$Mwt3v=v@n4=?CQxgXVzR!C@wvI`e~7d2p4Gm!`a#34yMz>18;6_el7d{
zHE2Zim4U7<@BV+kR-dY?t*z}%7h0`hXt>c)`-HiP{mPXqH*DFG!u_{b&NeFb!*BbO
z7cWlK)%me))t(9Smc5Ez4;pIpE9YkLp03xra;4^$EnBj5cXNyDIcQA<%_)LX{o!{0
z*K_23zrMJ*_>|YX*4EY+7Zx(Fi{0JED{YqW_SV+*s%twsKyx0BI%3W`V#)9B>|C!J
z*Z2GS4|Q?LhZgJ7+S=Mmo}Lm_QUcBNZOy#grWd=*#U+*d*Vc@SO?E#XFmJPn&dbx|
zY;~Gyp`@hbp*KDFc%Q7Mt?k_0`}^zdZ{ECladr6mj*b;emb5IrDxsw}&%@=*kB`Yx
zHWdcEayC0Ie!3747#Mg}Z%4$sPfTsSPp_;DPRYz%xyjexzyIH_*Xym0Pn|Hq;qLD8
z`sAOQIyx!WH3cu8nQ8p;wEq5_fI5?>4<0zU_sL{V+45@jBd4m;!24Be*ZTbX^V#3a
z+gsV){kYWOsnezfU0)ZgX=OF5ql1ZwDdWqFi>2rKmxZl~a8!2h3%R*1`?}tyO`EFT
zW*$9$JlM^RO;B)e)z_|^+}zCP=jN`rmF@c-f3(`c;vMhe|MlFUHl=&Nob7~(6Aykf
z&Ah}?{QTTe^ZPZyZ$COZI)3>2wRQV;b5KM1+y4Lmq~G4!nw;It(dx8qflPqe;@-uJ
zl|g+@X=!N}SJ#cT-D0{;ot>N@A$$A%*FXIVZReBSkbB$A#l=NIQ<IYcG<RrWZ4FvR
z02*D`UvJM{|Kx-qsI*g??6@#s!%Cx8C&f*hH#@q_uq;+PbM~y_^wXeWOA#?KC1qu1
zD=RCVdBW;`2M!%#GMdTb=jW&Mc60i9CmpfmV?B}+PNoQSAC=NwCjnUv!6R+P6SPv~
z<HwJnDF)DxcXBfG%8)MCZn2FYPM$m|VUWPEX6;(V$tMLQBvzQ+`+mP(-hZAAW5BkK
z_)7hAr>E<KhC(Jy5(13^9DNCDhb~#7q9MY?BX2k7=;reGaW`(>Jb2>7ies8{|Ni-N
zVQ+OgXh`V(zFMu{eX`bU?Ck7cUR~whwr!h5`8%10P3j+wX7bqC*$H&IY}m9ZX>*;a
zioNeFlf>(pg@uMi#l@!cJXbF|aKK^4?Agu>102*QZ~V39j<E9d(}n;3RDSz;q*Hjq
zrcF(qou0jWTmJp~XJBlcY@77`{eAX;Z8Mf{-D<idNVAPc^3W?oQ&Z7hyLQd6uea0D
z(E&}l#q6mNoL~PBw4P&0kY?VU9f8?5!@^?!GMHY^cC{{h)39}`sg91$f&h&hB1an=
z8$CQc4lJKv$JOf87`)ss)biS?Q(SFrZCm@Ie||o1e{oZ)x7qI-UtV4=d~kqq>ek3p
zPoF(YdUT|7jr+sh@AoDDmXVb;Og|^{<=tKBySvMetIw}lWVW~P@v(<5E-tS4_s8<K
zn2gLBvC1!>KOYW{uRZ#0ZNx?<Gc&UdTecio;MfeRKNx1+?KYa(vo`zEmds#}r9n%U
zFTWlkCv!aXLz}dN%=h(a85tg(ot-W&Q>ILDxx2f3xw`*6fxt-qj=nxVP+xlDM8UcC
z_4~Z|Pi#&<zan;b*_63+eZ$wqC^9oMZ+m~RnLQ;f&F${4(#3_3k6oOm8@*z|f`*O`
zT&pY&xARZ-Pyr1AC@D!<m+6$gy%n1Kk6+fxC3u-n;O_NB{2rDoL%e=}d%O7g`T3J$
z^p>;p%LxcxoUHDD;=qB1clY=EgSxOAlij`i{M3{dJ$jUM>fAXsC8dP{9{O>67X0{8
z@#^Mg_3rI8^_4pX1#N47Ot`f@|NOi|@9*rKeCEuVjumUl7lZmr$1^W4^L_H{*|JID
zrM3#Q&GVOqt&IxI%F??1?9CgW=jZ3ED=k{INGV8bs)(4Fo2#p9N@Akp_Po1FN{jaF
zu`x0?U;g9A53Q$0X=fyEZOs-3jaIB&sR<f`sH?M^Yf;$5#wT;)lAK`@i{Q$7t#!+n
zyKhcA3t7_<`1;z~mlqeihhF01=T~1D;#FB$>EdFNbw%Ubl0VnhMyI5wAAe<UX*tuX
z{GHFyqen#q1s$ChPB=H$+TF!v;lhO}d3pC9{1Ffo6%m=>qoyn?D_c}nmUcZYc1y;^
zCOP{$AD7hYK0kkkzU!QLGUd(6J<ZL`J9q93%*@n$`t<3<7`^4SzrTfc{)VpMxE357
z5a7_-+Unx+W}d22)UFcEvvVvbcbs~s-RR)p-Y=)B1j<QSS67L8SO5I<^vT<|zAj4&
zZ(a+rPfSd_dM!KEf4*I6{r!Elv#m;Bxg0%ubd8V6OVL%jcjnnvXIxm|sCE0+_I&^H
z_xIKcm3@12(<Jc_i;~i*lP48BU7XnYWD;IZiU0od=g*Xc1c&MR@nN%<Enlww_s{3^
zE-q6hPILr~-`?l_{QUfK$Wj+4C#Q^GUtYf1@!&y%lu-(YU}l+qSjqc)wxFdz8j6Yw
zZ*6*D;U@~N+H;<qm}p>Z-0Y!pNPT`y6KG=N&Gk!{4oy<^zA-s+)rTvE&(F<$aeu#k
z)YdH4jS)S4veu7|bP6+^x>f_4aVdLuhqKeAiC5YTv<&O$(W4fKH5VtI7S;TC*nZ*K
zwPSOw%R!UR6_u46L-#NDn;VsT&(_AqBuZo5qECP3+t<r&&%f{X|KDHGLd_5@MG>yT
z&(D14Se0`9{rx@t{rc?8%#Eflr~2PtTPyA5<z<k0Nu{NwWx<9G8@!?n4GkxFsO0d~
z=jZ3&*<U~3cBh${S=-X3stgCNT@%}$fB)JG85tRw3u~jz865ol_|DC<?FJ2?&zsTH
z!*gdxA+x8ar-zqU)AZ@$Pl_zxynP!O5U`*ure*VHW6+St>FN514;^Bv{q@B$Bt%3>
zN$J%VuHv6k`nz`RdU0tf_oYjhR<(5Y^c*=cQTgJY%3_99r8RGE7%o}13^Z6<v{NQ7
zF7Cp$YiZdtB&4M`vp#j}mjlf%t<X`6nE!_%RXgtZ@#Bvl9&QIMa+>;4WmbUJR0-=c
z9Z=(P$@1l!Kd(Of<KtsR0gelMDvLpFNI^lt&_gd?yf|>-f`FZ!-H)%=<3GN+X>5{t
ziN)b&g}S%5w}*;Q&h2fyot>R;c7&~sT3G-89|ME8xA&IZ+ta`+G#*}C8?CcOEj2p$
z?;N|@UAL;%>X@2}zI*php!=wVS&qb}O`Afh;{R)g_^$VKabb~ue{EB$_m3YxR(#pl
zBW23PaA8fPvB%O&S>j*kn1B~$FfrWNRjS>_D}8LAwH6mQ_u-S1)fK0oR-Ar%W7XHJ
zvfk@Y<7)o>v9z(V0Zmn}42e2^>A{YA{kP_G8T)>3zrDL$|45RdlCtu{hYuU;{{A|6
z=T403nHLuqe|+3;uViBr^YrSJ1q&3uHTQN*m_56D!2*SClQuXgH1ziJ=H%pjIH^8=
zgBz#d!J|iAQ$wE~n=o~1>y#-X9WF|sML0?mJJy=T2Kq8jKYf0G>FaBtBnwIamzVp4
znronna?6%2Cg;xYe!uVZziXE+ITaRebUPjzQ?hQ$77?d~0@L;5*BLn;n5rEP>cC%I
z9qYAJ2-NP_xX~~sCg#F2UujTdLrbe`?WDDxzvcy7DmCriZM`k;Zd7V~sr|34s@PTQ
zer8@;0v>DkxBn{=U-PjwZRWrF#Kgpo-d@*`5RsVJ*o{d?LAAWhty{OW*8ja?CI}k5
z*_wU*!Q;owjSda>_EsmKon_k5*?I8i=jVmb&PYZ?M<?IkR|^^$G|Ro!(k-qJ8dbKa
z_^{xVQr-JKpZiYzyuQ^&YkIEl*WlY5MJp>S6YuUS{qW%f1H+cg%gYW5yM&}ABrNz8
zb*Woif5QCv{paRdU$4q}x+gm-kC}}J)UTQ_V@3yP`9idxOUuvC&yx?eaE5-%tkO?Q
zPd|M3t}JLdZ;zyLmaTf<<A2@X8w&17hy8Q8aPy|5eElE8eSg2**80t$prF9;`T6<u
z`N_%2AD^5QzO%nx9+cCgqNIX?f<VhGY-)drY}~j}%m2&dNs|I%Vt8t6Yj^D2si>sH
z6uv$#_4n!H5gJpy-rU~KzjNnKg+*1ionh1eAMck>{`BNzL20RLznpDCdV2eoEha8*
zZkr4`J3BS>^x9_6miC)t(fH&^3Pb8+rlO*vkViG2o^Tcw7cUIa+L&|GNJ2_#Q=50C
zgtWAD%-*W0x%c;0n}7N8<%ZVf_0F@+avwZ+(2#n1+Q!`P@9(>(rKz1ca|V>^r?$m;
zd2z+<sR&e+tF5iw^ZVUy(EQ63FV#77<_L(1wf+A7-dSm42<QD>rP*6QW;m@3NqT>8
z?}^i=oij5v&GPS^`L=WS?#DkqKGy0z@F|;FBfG`L-JMxO`@CN4t_OR+-^&iDGcq!|
z(SLu^B%wFAxBEYxGk4CM2@@s+B+DE<dUQwaZ!;Yo9fRs`IXu#4Jx_O6e}9+bJCR#l
zFJ$J!%-`SMYG`UY*45dSy}iY{G>CJe$C0$g=*?-oMMXs)UR+eRu&_9A{ye{#nVE-&
zheKGH*sX23+_JK=B4T1;F9p}U>)da3b!x7w=~e%yRcl|~tNr+hm4}y?amrVbC(oX3
zs^wjIx@*mvH4~;!KYlLr@v&YBtCAJB+F87oPKs^cxpU`@jmhlQ6N1E}qM{`1>ui?!
z%w)>V&9$(yS_NM5!7FXH;iHnPtLvKQUX!a0)z#V8ty?Eyl+tl(hfv>R6VT>}?`)xU
zr_AgB)wsC3E8E%aJ5?txE?)BbT5s;{O{v^&{c>xIYCv)G>Q&d<+uI+%yu4h(IE_cz
z#5(nq$eUYRx!>O2-ac`npp&z+Vd<-o6Hkj~%$~jZrRMMN@B1MOewo6;!d_fj>b><R
zXm0x9>(|k5|E*Y|5fKrwApQKjg3{7fAGO2p?(Sw}$i2Po=tO1r4LLWBrnT=Ze!ghS
z77;f$Hx53&V>1ks6(*ldNKS5^ZJxhs%E`OC%O5^^bck(2_tB(ptGp{`@X1;wJU=)0
z!^e+_%m=ciW<<yDE_>?~6eOe~#Hk|0>DD9Bn0|hqV|281JHPy~dA8LGlTRuLbv^(&
zXL8!opw4B!vz`3?`Eze?YhAZaZ_b=KSK6kYerjN5))t|Y*1S(U-v6pC<M$6A4m>#6
ztT_F2Vsi3gqmvDtot$NFZZw{ptiHJ_a(|ueZGExskEiwbJLrfdUtJZ-!ONRlP$wiL
z1X|*~Glp-bPurU}IiT@WhseXAwM$#gq`JGh3=$8qcq|P%@w6yrZ<Xl$`hS)Un=+Hb
z*T?a;IyGLn5b(__u5zA_uWw>@Hup>)HgR$Bsg7Tsf<|phUIch74f0SC;%IgH@#9Cr
zg9D8QCMGSNot(eEykzF)=I%WgIrmiR?(FO9v=Xyc&7bvZ>!z*Q*ONXxI0$Np_ez_C
z#-%pY1~2z(-M_znYx9M_fB!CAzrO$UbbV0SV_;yAz&j1p^L}}0DZ?qX9#Dc?=0Be=
zI5^nF#U<hCsi|3?H)mW_5)eF+WSEni`|#=0Rz>GF2JoVh!bdJgjvY(-^yK8#Hc9h5
z8PM(syV_qHGPj?fXM6hF^)mf+aeJjWIXQ1^&zHBZJK7~``mFo$j{lFi1&d_D7w`Y~
zi(5`kPO88E!M}1>H@BpBcXoDkc4lrd(U05HF=2v0&W#NVFJ7t<h7P)D*6@I~4Sm0+
zC4cxxq0I5W?;qGAEeWw>0}aW5b_VSLZwvZ9O-oa=asPh%s&8*NJ6)Jsof<(y<<{2H
z>F4LQ#^|v#q@<;7np%}@oN+;6YAL(asS6jt6WBg#&7GZ`ZG5s_+~RsB8s`oiIFQA@
zYFhM;f`zvjcg>30QJ^^c|NhX`VK1(&m6rDSWp#SF-LLQO&tE&m!N(UibK}ZKUN1^b
zOI`$+CG6QJHEI6N;^$6E6E_sC+wtnJy{3^7Xn-th$`&b5TgJU#Ztds7uPd)_*|J3{
z{lu=?-)3{>%mLMa5s{HsCBic^HSPZWNS2V6K78Z|%WSjURl#wulCH0d1??W#^tWBU
z?m)YIUB{(MK^h`ld#b*^+PcKN?hj~jkA?`>jT<)<w6tDrJ#xBG=7-k{neW@A%=2V;
z<!ole?Ws7p?d|>j^DkYxbY<OzziJXvQlRzEH=Z-I^99`AmaD0z_Kf%0s=PUK=DYwc
zczCBDFZ;`P#hyzgN2gwRed_Y%$z|{E{5<w4_@mXn>hF46b8b$WXJ3DB!JiDLyIgPc
zm3_nI*RQerTJ`FR=B6!M)|CCfyxjlgpP!#gUR+ohbvp0#G~Flf-ks~aeEs_J+2;Az
zH0@_q{rsf5HUIv+ygNG<ZrYoEeqPC&8ym0Bi#wYA?b1^3D+`_5ug_yU{x|xgoIqbS
z_tIs{9&Nv0clg@c=!?5bv$xg$`0z02-M=EpzNW<atxk&5^yB%mv$G{6C0FVkxw<tw
zJZ5JRtHaGGQDwKD1{bA9AGO1WTDf0O4PRx@lk?)jLeLI~x<4P?8B&8+oSSPcZf0f{
zpdlh*nk6!Oow2pGbnr5t#t5CZ7`@}}^0h1ra=Ok(Zcby=n9X?d(j_6TRwkiNmd3_L
zhEvOK#%#}%Wl+%9=Ld~CM(DJ;C>?xsv^%nH&YU?Pu7<}iEPsFR#l5}O%lzlBGy5Ns
zsWE5YKD%e<=5l9eXPZq;_weAz$;nB`%;Z#8SO4?%dc4k`E>Z0p`y89u9^Ttq9eU~J
zjzZ<=HE&K$)fV7tebf2sP%F2ffWU!E`|AE$F)=ewoG_um-~Mk%s@0V@Z*qF%Y^8)c
zS<KALb`(GFyH(}s<<+!yt?q2G?KQHZ3vzgyHG`KOIChN9XeN(w+L;9Iua;I;k2asT
z1MPe9@$va^*8Dz$L-Xh0k5=c-oofrwaLLSEd27Sf$}cYjV`5_!r+O()K6yjr!qn=d
zLx&H8%4|DvF|k9(kFzUH<OmB3(|UbBq~!B6-y64YJL^q%)|z_g{(X6df>&2GZ`{1O
za!py>x#P##FE96R4_etWaiU;NZSBYB^XnJo-`{6oW_Ij)eEr!&VS2Z_erv5-37Wm`
z;^O9h`0gE_wzjs1icpWVd7tlpo7!I`DypiE3j<cnE!q*gyKKYOtyeQtf7(`m+aP-8
z_SWonL1niME4OJ|SAEgY(a}+ueDcAYH)obz>+9)hiP1a$<>h6?$tM*idR$re`_nn=
z_n^Hcj*gBww|{<qK5_D7W^;4%DX`6J@(dH^%;{ldW;<}})-2z{ycu=+VSCc%+t<gX
zE)48@EcJlbyuqR`IQjj(y(*JWuDTn)kzK{sc5X>Y$ql<k2Zz<+>(!JNNt@>dtPWcX
z8h`9KRiz^&EZn)`&B_1Y@7JI2tN!$)^VSwN9tqI?fUNJKJ?rlrY-T@s=gyptj%m8l
zZr;=NQh!g=iF7hfJENeqh*MZ?!+z~$`!g;o{d&}`-_enAVuIq9>hF1C%l>r!Y~d8n
zczbKBi;GG6IT_HHhoIn7NI!gU^>-n`!2A1ZGjD8242g>JVr6B$vNbz=SH;IgUUk2}
zz4d<h@S)c2FJHc7+}e`)<};Sv8l4>)Dk?3@{O6xL#Kz8kd4i(zswtsGMMg7c%@Pv4
zcxtNl$$R(a?fd&JT1jcs)~!oVPuJhP<^QkO`bt6fA1_$E*tz`uJyoSe`uqP(N;@|v
zQdL(;X=jYz?d|#MN{fyhaml*1MYB4{F7uMgt*zPO+}4SQSfVzk@p@lAd$!lh+dH!I
z-R<q`5B^kCirQOcI&;R1fYZ}-K|3L?wyi$LZ~te3P<>dK*lG8p^JZ+=U{F+8sJLj8
zoIs<4!}D`<m6aA<xDZfQ8)lY#jOW+K<MOMI{QvW_SW8z|b<w8RR}LI#kh7_9aB%^x
z2yu6J*V58j6uv$#@cO#g%p)CwAwfY-mX?-FR<Ax?#bTm+8?rWYjm>}fhLSL~Szov^
zh1R8?pZDgLs#4VUJXzm)Haop`u=C3W{QmY<Q&Y3Eqhnj{ZMUS2GnQW7k{R69-><H;
z=<Dn2mk%^DUtK0HFYiCssx;|-rhM%e@OqGrQ&rlnPKr;TJ`D^E6pW0BxUe>Qd&i15
zyAR&EGw0Fc$Ju+u^<#G(x%B(h>h&w4x9441=*(WmTPSnAV2|bb!vD>C_U>h5K&)F>
zu*qIupTGXkNA|Sy^UiMDntwkoH^#kBrqOBP1&iEO7iNQ6-LlqY8$OEdE`RUl=El~&
z{SnupSC`6*iVjUu_1=(jQpm;KeKBa&@*z+UL4Cv7+2)|x`w%gIY0DxN7AD4fwcle;
zq!=w(wk)eePFUS9rM|trU0G3)F)S=>!s(|!9(C(~`0_GXL|j~1M~6q<e_qP-9aUem
z?(D7J?o|UCa9ka}9<+2E)Dcur0Buq`aq{HBwb9#6^pe@x*+Em0pzSJG=lO?)iA|a`
z2{d!f(BPsJSXpjoV<W@J$f$E(Tt6;E^0r~!p9&5ZCeVWX<YPUKE-o(3pMu|gK5u{g
z>}>PGcXupx;`Zz~w>tOsty_=2->*MD$FjKK$A`o%85f-vKi*aTo{ycKo#DWXi;F>H
zHd^0V7(hd!v(0jw=FgW`Qc}9{_1lY!%AlFfq>U0@ONAmMBeiT3=FOXT;o3E~%gcNf
zg*qR+d&jph0F-|hx%bPJ>fL_zN?lu<`}+F$_1ogKwRCllc8O{$Oh2tS(F3$#HY$Ab
zfA!cM1&my+Otw{D7y`BlBt%6?$=O!1EO@iqOKmcv#_H#<uE|b1neyX7Gk?LC7lBWn
zKL_<(XP9ILO)bDO^wRM9`ugh?`pcFqS)rr0GwCSTl4Z+48(`w=eyYCid}OgM@rRXy
z%y%&@d7imbr!M_eHC63Yea>`Yu2u~_y)fy%e~pnll9Q4YggP0fn7V<+Q8cEWs#^O0
zX8QbtmoEzo3JT6J&zC!rwDHucJFi0GRCgvtW@Kir)a5RXg6!b%f$qK#>gzD5|5xKP
z!(ibxi@9^>7Ct#4cxPuZJ0Blk#m`Twd@>dc?(Xir;b+#p{~6LVze7MwEbM8ioo`>Q
z?9YiOQ(oNIsQmBq{Qn0IA9h}B!_csIuPtb0sGwlu-s<m%Aai0Du3ZcJnHX``>+@3<
zCPo$}#<X*DI$ylV;9y~DX=?+mSl?Uy-Oa^?<=VQ~?)i1UI3GTI_~Gl<qZ<+r7d$w?
z$j}g?73#UTNb<^3pDR;yOTSK@I(6yCRS#}&&v!2=F<G>DF=#|;P2ApH2Zdc$Bqt;^
z^z`t2TWo7<E6c{lR@%2*FV!sbl1k3aO|1U&?OIz~TW^Wp@8sCEYgb2icd)d3>Gws=
z&CR!rN(&1Qf_DGDzP{dBN9_8~KNfw#;3*y5l$4Z~hlkriopCMyPJS7ShA&^fXg$>a
zH{tq{K+r0pFYoR~r*2!R?my2&=dwn1k+g(F2WVNj!_CPLudWVXykG$X!wq2%1__%A
z15k@*T72nCb#?W{-qZDF*i;%lJ3G7G?Yo#dY%M^yxPBPt;t;Ky)(<NyD?uA7?%cT}
zRih`$D`~`{sHm8e!!D?3W;Si^<2GLD4}X3ZGdKhW3JM7eUp@Bt&6}S0`~T0=UGx0O
zlNQ%*v6Z<C7*pRbxW08d14BtkNkU#;pR9Em1H-zwy{kSwzI^$zFe4*l4v$+{*fg*6
zN58$j9T*hU^yg2_n_FAEdzY`suWQ((e(7o6-CeD#!`B}=bB2fE!|nY28#kJndU|_1
zpPr^`m~?~#w7S+j?~X%Von23F@5C81Iu0Fj5)l^<pQ)&;s>*ut;zfprySvK|A2`79
ze(!fV=z{knM~`lt*Y*8gHGlH)K34|^2GEpTnBCLfM$qc&TU)cgYB4YPwQ22&UB6bY
zjnh7L>XcJEpDbvIFeN=*Sw*Gg?d2_Uo@aloI0fo$#@GK91ubd$^+ogB+uQ9EmEFTQ
z)3dX?fBdL0dzXB?Pu9T5$mw{WZ1!3AR8X;#lA>~LO=R%XU7F|DLsoYjJH@53n{U(R
z&5T#-^u@%)R(&}Xv!j49GBPqt+FIuLRax++^eo6qgbmxawMFQ(?c8Yz8a^$1dn=SP
z`eSFTufK=(KUpCm(84806(Prk0S}(fuMeBu-^k1!_FE)SK_KDD3DEXl14Bc{f&v53
zjFz{zH^YJJ@%6o+{nfW_Nd>JG*|u%lo8v!Mg|7ba>8W?e(IgEKuA1L(w}(E8-(P2Y
zdj9<R@?mSELZ8}zR@|&z%eygxCptR1qN-|B<JMU=y4O;o=iAkSy7fGAHWEcUWt1j%
z_$piH-LdGAwHB-W^(8U*%skubu-r;ZYiscG1^4CM-Q4f)>|{<)Pv4s9Ki5k1-@kua
z&HGHZ*8VO7FNjR2dw*~5&3#+5uRD2rck})zEiDbL%sq4E3dpS!PNozT79QM?cvx!A
z{K(B|8#&pJ^+-1R&Ne%E;sl37q;v4y*QHbE+SN*liHS`({q)7<<^0#yL^eM=JNxjx
zdvab&h0@Z}UR+-<@8jzm+Bexl<;T<M@d{$y8?&yi%38km?%rzi(~JB2`OWg~a4>)t
z1shg>%h3?wdUI!IaB9}ATkAHSn!j56cGp8lj~mnqdvLT{95mqH-rjyH<ZjVUnPbO}
zP4H0pfBfFu<Dr3H>lyx^*^sZ)t)SK7t&yj|l&SY{o$AuWcMrRk`7ceI<vn}WEYHl@
zHz&76zuP@y_f9db**jaVP4<2#<hf*l&hzib|K9C<9lJy49P7_L@%nL(<{GE(GcJDr
zv?l%Boa7IRU)HSA`SI&l(t!p>i_%vjfByWL;;6;N#RVE&d)jpH!NF$G0(ABHHA1>k
zTMkUo4F1w*&rnfao&59DQ_v&?Xsh+x?e~-3-rCBRtlzbIwYHM7a^cTUse6BHJ$~`l
zEvb(mKSpd$<85kgzPO_>xktj#X{SWcmGnUCg2u8JFFJ+QlRiH?YgO*nx#Ee1u$7>o
zCTLaj$;s-EZ>G-=&7G~k=L3_NPDH~j)9h8-e7!du*{G_d)&GNsLr_rjOs&{bo!pz7
zT)*Z<HL3RL3I<jlu~u*afhAIQ%uX&LeLsHxRyHsYI6KSK`EVPrVZj53rT42mbz*mk
zJU>5Q|67%(r{|07>*G7OM_*&(m*a_?Rx0=5|MU6v58k}Vxh8OIx?XIM+M>%^HipZ0
z%FX*Rxuc`2pOZr{&{D}$2vh}3nIbaBwpy(G-JOdw&+gj+S|qq-%a)||*Y{Kw@4dK0
z$8(ZOOIzEc+xh!L<3Iy{Ql?oc*M5oX#T+=)%6(c#Oi4-0Qcc0d<!R5h^c+7wzIS(b
zFE2j&_i?|yTeq05fRt2M`uy53N!iTX+j2R$xSTvZIA)pUcIDpQmiY0}Q4b%VBRdKo
z3kV4{&9yFnm6QJT)YPia1y|Nai!b+^d+1;@`^7bp#!tWA-CYi9Z*g#QJ9mrePMNrm
zjYp#4>gsT21~Huo25W2Uxf9#^WGsWyjxS9=Kd+;|-#sr+k3m6C&o5udD!H&v%9QK*
z`T6c19voF)UM!q)e?ubkyt-eRAbX6{&#^4n`CC{*VnuNN>aevNvahc*x-G7>$jkR?
z<@L^v6Dsxf^%oa7G7HMc=&TA`t7TR8M&r}x&#eMZYhrc=9XWEOqp68Wu|?qYbbayj
zw%_LnICU&opfGX5gaub7&zz~*BA}$C<dk!B)6oapHf`SQx;5)6X#Z}jfD>rjmy(G|
z2#4a4MrL-G&1q*_1e`#pPb^A3Jxxhl+nYo2NdEr6YBe=AN1ECBk8HnR2bvL4YY|wK
zetzDf(A8l{$NOYKyZ;Yez8w7I>C>0F-*>;?Cw%bW!9|gq)2i&b#dHiLUOzb4e02Hz
zIxV+88O>|!Vzn<_y5zDtZ0(u8%>_FT9j`hw!_bLC@zUkXt*ckB-cj~;mVi^owYAaR
zw$<M_6k9y}{KOa;8J##3_2Twu+_`gy=a`3!%d>|X5iTxI&)nLYeQ}AWu!x9A!jTTa
ziq~tm8<f9`$+@>jva_@ElrcXmE2~%e0zO%*gflY?JG#1@K)W$TL_(gFy?OgqP*k+_
z>FMdoe|~(7*p$NA#v{2XJP)+$^#1>U?b~v1Yn7+3S-TdL5li0O5WKwH-`&xX5j4>P
zTI6|tp6!HG$%hXgZrHTx((3i~|Np(XzrVh-@9c$z&L7WNzgN)E@X!wnE|gl_d-(8S
z=F(SJ4z_ZOKY0AO`Fec4ENBqYs_ab%E4Ns}mlqdRyQX(^eA&n?CKzbBIM?R%rk)im
zG?u=eBEU3R-QUg2iwiWd@ac&sXe;G~lCxdi-OZCH3xl>m-MA64d7Ej<34tR=k3M{N
zcXvmBzxfOa4#f*AgVj~k)wOT$tNCg4>e^cF`1tr6H*bR07C2{QXn=OSg3gkt{{HUj
z%!G{_rfP>nVoXs{@zj(0V=e9Nk8f?w29-L$zP-&Zn{({O?c3V>qaz~~_4WA~K0NBy
ze{^MKu!pbj(QUc6dDPNeTtbZYfQyT__xH!ojNIkkFZbigWPbrsQC4$v^CwTAKK%0X
zGH9%MXYq3Z35kva2OJ_IBQ=euhOZ1_ojG%++iQM){&oST{Cz*wtV&<CtO{NIYU;~N
zOSwTyMuM07E%cnM#?T<F?x&!m!_)BW-Ra%$_jQ9-o2*;6Zo|fn2Y-Eiy|MChTJvq4
zv$6sVKi+IU4_fG|uCBiMvCb<Cn=_|QaVfj^9r=9TzF$1PMlf_$NZ>TizBqrE5G@~v
zj*e4;o|7&t_m{V@uuw2J7ytL~->DbAe}8{>cXMOAwKbdFbJB$A)7uw1w<}p#NCYqQ
zIr#JQ^Tgz2W_5M-r+$Yz1eFcy{#2ZqZO*?r?X1)Fb+KQ!S*Dy2*z@&TbQS-~?5k^|
z#kIrN9XT;kdE(r;z3lvQ3nDkCMQluBWdQBcj@VJKu;}>W<l}vylWJy}<wh+#?z%d5
zciGXt&6$^%Wn5Vy2wDxdtMoOfps!jSY5V7Y;^DT$S65b6e7zd(J55<>(W8ehEiNuD
zY@i)y@%4YV7MXW;bev*)-yk3;XuBkOdmd<3bz|mbHScyOmoGOS%7RJ-C8Z!<_k&7c
zaMgfO5y3Dze6X2a@w8D&<gta$?K-mOl2cz^S~?+BGAt~NO`W%=qoYCRbjJOCds!E)
zzO&4C_OdzBM!m<oPSp4~tO&9yc`@PAj47#-oSdA~_&T*X_zteJlPgwQbevmQVAYgq
zI+08cmp4pQ;XFM}cXN(|OUk5go4sBcm%fqzzB}0U?%ZmL`^#OPB{Dfp_4D)NGt0Tb
z;5q5Rn>Rd);6B5hJ2BqvZZ2$~((A<e^T+qq{??K8TKf53^?OBod-=-BO19~n5B^=h
zs83YzZ#O4LsMTz<T&J)wF@^`5&)YFGfX4K0Y|EXkdRR$m)dY)K_JX3~!UC&Gw%lC{
zI`1gsg2I*c@$t_~L4i?KGNU12Y0=|jyl?LA7N4Y&_~1YzLj!2XAxGm}>+(nE?f;wX
zUI*G}ZD?qiabW>tOl)jodOCZ2e7uXBThhTM))QyWnCyDD)O$L3e!s2l(B;d*+qP|6
z5w=$9*0$X4%*)Fj9%|*Tdb*YWjQCWIpTB=QPfO*IwF=3fxy^pF&S}sgM4+t>KR-WT
zoO*g1NLxzeu`e$#PyMuW=gyA){^Qx}_qKibPyjkv=Grx}dGqFh)|D^wot^g0u=>LT
z#(h7ZNrM&}Zq2$1-Np@SLmWABB;otJyIwc#|Njv#D=V9jD!JIbUvJa9A3rKm_g`Bd
zpC4w!fBNLfgKHu;3&_auq^GA>R8=i1eSIxrOGe<vbsxk;L=s+JTH4Xm<8pSEX<~jp
zzrVl#mdwj+pP!v|_VeqzSStU{zy94F%N_|srqWke8k?J$v#zXYw5$E~;Ks(}w4+6z
zpZWUCwGvHCO#JZS1E?qY=g%Kd4xD^<CePmc-`?D8K5@e1$B!SNB^aR66Ep(w_0?6S
z$2*Fj^QrmHYB_Mg!NST4bgt4|t5T!iF*B>qEm)I$_QZ(;M>>T;^`(WC)uO7euR!b8
z&GPT@EckJrWk%7jFPWeXfQ*cc1w}<pQ?)`b>?lm$^YNJUj*^#?E`B{#HQ(3JY|~}X
zG}LJ$J~<l>28)6R4d)KXZPHm>_VyOr>p#EW?*}zVx8&WGii?Zeuz9m{uaxPBKcCMh
zA8zASdwlWQ+Q0KayR+h|UaJ21`SaklYhtCZu3Xfte|AO^bR<XY?y}bP>-FEfef#jy
zqo#%i1|B(^8!ys5tzX@ppy<qy@$OT`{%G$1B65P~?*wkpi`~^y`1shu!pFx}1TEzP
z&B+P~G=#@hvM%?ZuXpX=e2YS+zrVf)e_I>2Hmakq&n+ry*2$_49Y29krQ+x3L?@|m
zW@l#?zP)9t*didV7bCDqhdXlG(dYB)<5FaA-n_Xeet(_QBo#%^Nt^N>%6m>avL*9!
z&#{E;?CheuWp8i2TvPn<k?YbwmzH|_9((@&y?#ohm~$J?#prD*Cxw>IJ95NDP)25r
zxckE$?7UJbCVshV=FOY;=*7jwYRO)no`PGmubb^Wze%Utd%B+HYf#78W0K09yLXTN
z{r%nd+W$x0`dS-pDn1-YiFD4pvqO=InVI*Py62=9x3;dnvA25rrauo3HnY9nS@Loc
z2N##o&iVd!KbKh4|J!r$tFn?(i_U4#0s&AP<j~2JClh4D!orgN{rRc(J@aUn=%Jf8
zZ@#eeoTSpmFR%CM^XISEYJdC%4Gk>*T2Wcqxn+yV;=(z$)nQjw1Rj3z%ekHJYGu4w
z9lwN?Ucb?``St%IE2^udW9y%snCN;eYhC2#G)`@8?Zvk@ZQm|_dYZ2Bj=acs#etxm
zVoTp0V&j)v^ZjS-kL7-It*XAhy}LWSqM~9(O}yRrJH?OQ-QCUh_~JVA+*>Awsi#Et
zR%KmZw|0tc!2^eh_b*RU>C_Bf_9FNBfkx)4r*d)kPo465zWcz9jaoS`FD*TE@7}!^
z|DvO#yKinzmyX^4;a~mFr_&D|J9aF=*3ZxH(T9hJ-CiqhGEq|qS;@l6${9J$^?09b
zX<Yu@U0Wxpc($~*&Wzc=V1Yx)t1F&Al>_$I)qZ@re16wr_x`RaQ$#-g{eHiD`~A9T
z78Vu>9|zEU$eP#h-s#<|d@j2&|GwSCS+lhGWGocyem)Tf&GKB_S6e;ztDGy7kcf!N
znl)>VOi*+_(kE-};^ozKV^eDPjh)5IgX$g}Xj~Mxw+ghDG3oBE(nmKoCM#)bdgk2O
z5!fSV8}-xq)!VnadH46_8qC|Aex6HQTs(F6-m0%cudl5Y_Vo08^yA~>q@!J;N>)};
zAuEGimpg{<IJm#+Yu4i5)xW>xCT3@Ar$mY+AMZ1*%;7nC`n2%b+2-NfuC9$X-<Wz@
zY~q|bI%fIzbgatX>7+!8J$(33O?ZO+|3AS$e*NO|oYd0X+$>?7)^lS+VzY;rmk>L@
z9O%r1P@$%(udh1y|Nj@go-fzgT0y~K$IhLc=H}+0C72T@Oi&OK5<2qc=4RKct3sz*
zY|FWsR51VAn#jc_Zu4qBc^cOLtJzrnJ#XTqNlIq9w^VkOzh9>#Z(q0P-mljC`D>%L
z3Qbb!{Py;C_tn+m-A|sRY^?uZH<#_jWq<ozgFcX@KYsnvdiv}8d;PL^cQhwWo_zGx
z)zz*Q6+7;2G@aHU;dSP;(KYMxcO6ouSsG8-_~mrU-riCLDZ8~b+jVu=T2MZ4?G{_=
z=dkb3C-0?v`T6;V`S)xJ-`p?+tv2d<d3m|^d~t1U?TyLD``ovke`auP#lEt)vn-0A
z^>A==3r|w%{P3Xwv;t@D{P_C6q3Ls#-TO4=hsw*#8)jeA*;xC#4CJ+K`S<k}EnYlz
zM)lWMsRnYnI=-{bL?@|qK6sF@vE*gY#2GU*_~h-@6bph*(mQnYsOy*4*Zu!|-~V5<
zoljP1<;s;w-{0L$y0@otQQ6yDr@n!<3v8ZS{rz31ar(KAna1f_x9{vOUw_Z;-tO}C
zCz6+n%FD0MS?@JfE9uvlm!J{_l#)Q&51l^k9a;bIP^;Sa{i&y?9XfT&tEHu-W2yJ_
zt|d!UKqH!<A?L*0T-}sNv48*mDVdvJ|8Y`vlY*K;Nam7d%cOFT=*R2`i2Qb1f4{`q
z$Cv%>uV#A8-gRr;-ouNgPMV~&X3d%wozqGN1_Ak%iQ(&FF8-{KR9CpQ>(Qe}KG(kf
ze!qWqOx>?9nGYX5Qc8&wd%y4Zx`RfbX7kj&TeGiAt<_dmc7F2YiN=3@4UK?rOTDM-
zxn2MLWU~L1zm}DsmYl5M{rRX{f67<)Ua8a#XFfbUT-rB#A<L5b|NopOsRZsW%U#TS
zdCC-#hi~415^(<hzuWE=<vK@CQhE67ncBIz*2}}6otbHT=<3zb6Pt8uYHMBN;^v+E
z^yN!Q;MS~A#nYQQIy((3+MPKRm-)?IHD`MJ`x7E{`%iAtiK~1n+FW|%$PtaFLBYXa
zr|tjwZ1$;7mc`Fr=$=1)S~zxB$wkX;OFbRDgkRs-m^}4q+q)Jq5s?l#+bR*s?7+PH
z`_|sMxhiz^v>jDnSH;ad^j_Hc`HnT;ZpyftuJWBb`%qDF@znF5i_hDtZ`!<>cN%CP
zT8Y#j{>yrkRXj`H-MRUs{KNeEf0{<d#=gfu`%s@2M+XEf2w!GVzQ;#)^_@F0ft%BO
zRe%2Y`F#G@Q!%?rJa<OFc=JXFG)B1BsP((Ok<q1ura+6#TYD-upPbRD)5^&aD)snS
zZ*ZP(dTQ!Rozo{y2$YqTIZaD7to)SH{90T@L?gWT@1H+CWr7B7w{uUQI<@Ks?^E|e
z_9dWARb2-q-WKNG+OqQArbFe1Jh7SjUElg9Zr!>yE@;`(y+XJ4RDMpnuHPciD`hG)
zNrh8hUVd@!qWXV7-JidDa+veP(QfgntNZTP|KEG^?cT4~qCru&I!t$O>aAmQbWVd3
zsoU!xFBbPtDUvqJxe&R`Hm$C%PHlbNv!_oxqqb&A`m}NFzn^t&P3D$~<?rrTF7Ext
z&M(JNUS6(vdJ_j9pPAJ0soLQsyHuvBF=}S6`TqXCcwSzf)3nr&SAzW|d%r$AJNwYV
zg9}4AJsuWs&%0~2_$imU5@<SO^BSFRH)B$#Ht59fi}9GGA|oryYqo~F`qj$iEjp)@
z9vo<_I=zK+!Pc!?chvmc^wT=&$jQm-Q~!GV`CW^S3*$U-Yist@)Z*voOrwsM->+Rh
zrMtKHYV^9h_3rNOi_7P3-n41T{&dx!_f&(J<(-y$fm++E!`3#bcy{#kv~1qI`CO5?
zxw*~nH=6~V9_)U<&p5(8D@$u#%uXhTj?T`;#ful;ye<C!|AgHto*f+>4wsktdhat%
z1ttBXanH}qwf^z<`~AXiZzAVd7PF<Fo8x$ORVX7v`uTaTb#?pve*XAT@$|c4@-dO>
zYUg&oR-MzQn(y*^`}u)RAXD%ZYU7m-d-E&*&W=XVW`;>Bpjo1C-@dV(wzRYa&G@^$
zzPYc~`qSsnprb9<#qOSUC++sOTt<fL>tciN`SVX!;k<b9qT6fG>Mf)1hwkmIE}fQp
zdmHa0m4`c@&uiYgb?Zf|HEY&f*p%wcq4?plzrCdH_0{3}H*VaJh!GPISWq*q?*HHN
zxv8F>o}gnq85o+`c#Wd!&(1QvxU)EY@#*fxOE#*hsXaP3*P3Agk6&WP^y%WeN?r!7
zlGyrub=K8YFK%vLezE9qJOB0Q;}a&m+k9(V-d!$+if1#^AG~{)w<+iLwp`zR`l_Bz
ztHaiUR#mN$0QCy&|NUUz|L0Tpr@x^A0Sk2OD?g=de5K9z)^du9XXS>w6Q;*iajsjp
z&g!*|&m<Ml$sqIQ&10KxZEgMdr22f8grA@NQh0;~R*96oz12F~JfDdnuI^`QbLtk}
ze(mse58CDHE=13pG-=VFd&_)hC*}S>)XMF}ynM%NJFRDGj?4Y$AG@&7IdHKX==hAq
zaeJ#W?(8rG^;6Y+XFd4){XY8w$-kbrA6&U4XKZi3KgnE-!T0eN@9BC1P8yr9i+_8&
z{XP@Jn>TN~rUcBjD)stltD|!!<>rSE1&dD$2@5kae1CVhdFs@u_dG0H>p?Z@n)1iT
zc$>doT^D;hMfvRI%fkQu{j2&N5D?IC<w^(xXfV+Cn4-9p;h6{-h6@WEnHQgC@cqQ+
zFf-bH^_sri!YL-#4k`1S=HI)MBD-+mLe-vk_j5fbwM>{GFnO_RWo4!2^BY%Ac&Oe@
z->Ryn<}^v=&7GZ_Pkc|!$<blB{NB5G|NeJ(cemf%oUUwPA>rreSMjJ*{lbbs<)^>3
zRa9IwXV04#w`;D6V>Ms)^>w`b{QQfb=H%pn27oyfy-M%hy?a-&Wy6n3b)z;;j!>>!
z3$<)*Y<l7j*1X&Ke9G#dZEd@B{~SMg{P^;S+xlmB^>=McOgi=GXt$t{P?M_nv<J`5
z&OWu~IRF2Q)b#Y%Yv#|J$LBf8YwP)2+6VvtzW=}A$qB)yU)lNPG|IPDeS5Pq##E=T
zr-$chxxT*s<kY=;_x9@TE`2@i)9#JQDKBQ+-Cce@q1N^2qF#57g`4>$B_&VkoOyOk
z(R0$hO6@f(tZO%|`Dy&=!`=0pthOBuycEH$e(vh3P~%AVz|-A}Z1tYadHm|?>eq80
zw@)pZe|6d49+Bs@nOP^YiudgY^;C}aN+-X%vJx~5&c(&m_4RM)G$SJ;1<y%0pU3X*
zGZcNgM_4lX&p(@s$&WxM$6Z?+t>`Iq>GI{?vT%)@$H#g>C$h-M$b@uUFzS+8{qN4s
zVhPhM5m2su`?j}JSRK^f|M2~Ldv|yDrn;DzIhX!=+B8W{R904g`1WmY^!7YOJw3j)
z(c9S=Kx2UQf4_!LjFmbQx<fH2=9c}ZdGqFhI&(LVAG~41soJ}=AUXNRhlgq9)tk3&
z)xG%bOz5oS-#b?29C!JB@6ENf(ssXIEDpLJe&xIPf}N{tKR$9zjavdb*T%p=;OeT-
z;D3A^ic@yU9sPd&u-0uz)Y^Un&2!9|BeQpP>@g0-59jUwCxBL!8YDD)s(Scu+x7MF
z?hXzOHw|s}<P~PFPh-6Ba&yj!ySvM~WA`h1Pt$RXi<1KlIlj1{xYYmSVV~HgpTB%@
ziHeHq{1$oo)-9=v7cb7RF4qH{4|CrBzf50WUq^R0^MaT6u5L^|E_5~aht{fX-SZ5W
zP0QXLl9HOb(6O0qX<mwmX!o`r6;G?!tz7^0S{x3y@p_B8XWG={yuP|Reajll-@i3P
z`@VjAds{7eZ|(20mD`@ad)Fszo;PFbdGowG7p#wqPHk^z2b~ni&M&v((>|N>cQSo)
zwp^Z*3`$>x_{=stn_wAyKR(s-w(6-npV!5<zbHJa7xCpr^u8KP2H)$;Lsy51{tR9n
zrpxf_?gp;!qIx#J*II%)K_&0C-tA&|@aWN^KmR@yi?#m!dOiN=th0Bg7^k0OU}$P;
z>QR$Fu>ZWh#3I|Y>H6`<<m>+gK8o0KcLV6C<I>mH9=^J|`o`vTeihF{4-Pha$K+2|
z^PO_ve~v}srZp>{o}FdN%y4Ia{rx8&4X(Fxi~G!b{^d&vXd4#;sL%hjR9afvB<l)?
z6Nij#)s`!TQ`{nDqfJe+u6X>k)zmzha`V!>`^S2vojE{Dt|yBNgW5o6+Two5OgDd~
zcKg<IDIsCusd-KPlfM1tZaB%P(q%P2we+}CHJ^UWj)YIvR{Hw<nwpvuR942!FJE*i
ziOH#dYqz+*R`|h1ixyqjUH)FFe$k>u3M~iz{rz3K?hZRE>%r^S#ho~GqPCpK_+RV1
zWw8*aV!?+82b21@1#Qg=Rc$o<%3geRRcPw9UWeNr2Bq##e|>#@>V;XGi<_I){`0fV
z*B{wv^Yh8%Q-^<p&b;1LvhvdW-6otJ{r&t*%*=`{2X>XdF8Keiw)yG1ySv-LZB=z6
zqoB+cXXe}QKk_kyQ<2B6eTk^J`0_c=+u#4Q`TyrL_<-d%H#aZ8vT;ht=Vxc9T65p(
zW@rN~qupKpK1^Gu*~!^?YI;Z5nux?Lch*L42hCjs<$71|dv|ANbFZ|yl<xM7i%N^1
z@36VpCzJkW^Wvqo@o8ykTIKrkOAmSWt$e>>{k~tPQfyn@k7;Mg`(B*qtk`n$Z~XQ=
zStDcP(rb!UGKP!`kKekq)O)J^qrFvMjk0BPcQ!RK%{|tk;yJ@0k%{4~N94te7f+l$
zYZ}om;I#hs#o77$I3uSiwm971S6le?Rp??viKu0=vx-hn)7??<u<72X;^*fc-Yvhc
zyIH&J)^54||9)u;2?>3fmY$xzxc>h?HF=S@7Zx(lGSBBzWU>4Ir+9MjkDeZ$$)&vV
zb}~*JGIli*puu|v1tldWf18gjJ9npCSP{6GA!C<qkG%c8gqa(YkH50X__v{<fnm>=
zOWp!b3144bbyZUo*N;2$>gsCWX)_Iz+0M<kU;q7={{BBrk(*;RF1f(g0;DlsPzliA
z^P%b7C&T1p2X5Y!bmHKVG-63VKhJdM-1qzc-+Pi_t(uyh-L2@{=D^W-<w{6u%Hl(x
zK7SSz7Eb<ByhO~}+S<k4-I=3NSlv(K{rW>K0uqKvE-R%LHl%T+y1Tn`D1t_+V|JJM
zu0L~fvN~uai@{-S)Yc1&-TQ-bKL=joGYGs=u)dj%H%RZno}bTVTh#p6aPpITznt#H
zyGd&gmFM#IE@01?#Q*kl<1rCAhsX8*f5&$|etB^*d)Ac|jEXF2=jLR7F#djAzFwm~
zSw>d&^pl%ri;7+c`WiTe$X!_-?(Z>4WmWk4yl+;ltgMUNdZnDErGn;g_NLCYE)Ppv
zv^IYKKG5lUM=vgRcLj|sY)o#i_<pzC)xn`*hFR{cxVxZpIXA7FJ$rV=@3-5J?yLRn
zl9jazRItymuiuw(d)r#jxb(eUyUX4NsV)5U^{Z&NxW3rQlP4ctSm^xdZuxytP=UnA
z$av`V>C<aEIl5<sygt$?Y_+-Q{47&%8LJWx8T+~z&_QdU+yrvnGGFP*rT;#i)<2c=
za*|5tiWM3g^X^(roH9kFPu^ZHY+Z~d8?ThgoVjy-k4>37ckP)EYwzAWHC5a9U9;t<
zPoJjTyrt?Xbaz*&aP+nu!ILLXCY_$9d&=h|XmBFk>HLWk0$*QU4SrPpY-akAM@PF|
zot&CHJUs=gzrPceum7|0#f^=NH*DG@q`&veq&QhYK|!Z!se%Fm3U}_@X_-BH_Ky#T
z`N3K|JOnnUpBD>V9TxiN#+J;<2WxNbC<N=Aq{7M0&Tg1>MFVs;8fb{5Pu5z^Ea!&8
zy{gx`fy@156+I{2*jKyz+^<yAkEv;C%RYSl8rqlp|KH!E=jK|w78PxZ*ju#~G*qxj
z=e109vasN(O)*bgT9$U2Dl0qx`0+zyqno>XckJ%6PSEg1+1sd(UoQJ|M^1AE&6U2L
zTB5Xvm0L{X_R6@uyFhVdQTJ!ZkB`UYk8a7l+|u3MZIt=)++1t<n|8Aouju3u*Ns}D
zBX6EJ2Q)&n|L?ciKi+P?|K(h&lT%YcK>=v|GCMmPG!4D6?r#++68z>^C~nKUs|7l6
z7nG6|JtzJ6bXx!Gw&i!HEqs5yJ@fTM70)j(FS{Q(e!P3h5*5%u(Z$u_`ih>D&V8T0
z&}#FhO;ct#J3AkpXIp*b=jZ2BYjtcYGXsxj{r>j$)OY8pTA@dJB#n>s+yB!51srHN
z?BUzDYuEh$dOcox&EY$L&A-l6)Z(Afa3T5iiHXXmrhi=#xVUTUJJ5Mui#I<`OHc2<
zx3`)*a@tgTHU9rIeldeGT_R|NHP)H4L%^v=*819uvh3^YbT3`H)Utp7{s}58uW)t<
z%!=IFo9jO<)v)l9%jQ=;etu%00_S4wHM4D9U725AT(t5G^z-wZ_&cF5`}(@h0|y)y
z|Go(t2unXNHyNaV=BD|T&t@v!m)@k){qS)6>$UMaE`Ip?{XTbkdV2Hg=;-L#b2MW)
z6dyf)+`4@E@{`GWr#EfbxKWUuPv%18_8q)2$?we-TR@{klP*Z#`nMtRa90igOl#q)
z%w*fjPfI?0`(`Hjdi(vl)qnn9TN|ymJ^j?1o10rfU8P)03yTg>?J$X$?K<CgYPg!N
z`v3E}eBk!H*v0of`K`;|L`=NTdh7g&Pft&Oy{7NSG-=i>EgKt~9=XR49wZb#KGv)B
zy5{xT?LBqNxa-A5O4qaqB;DMU>gAOD=CeimIhn<;#nl-Nzkvc>t5$r??(+AK_I|(T
zygl#kgNF|pBd7I#+w14;?R<S*?88TonE3hmUEJNJ=kCb(_~>ZHjSY%2GBN@J0uB26
zemn|%$0oU<=4VmrlhrF$tVmibEh@V7&b0a;e-rZa`%Sa2CH(*Qx8mp1>7YzvVPyq6
zOr)-^uHxU%=O6F?|93s3e4giIwTEwRZU*gdoMn>96doRa<HilpSskE7d6vb?E`EQo
zr}8uCP)E?=5bM^hD<~;(X=dX!NIfM2Iyk!S?=Oagq9gjjr{%t#vwolO``cU4gvFh^
zccJr0UtV41uKxDs;2g{1Gpja7ZcYR3@3Z^;#u#)a(7k*2Hf-G3*xk)N%PhBRqOv<^
zYu1O)pN%E^%Y-~VCtX+{Z-3+F&6!)}T|a*O=;-Ce1v;U@B=ZtWUteEAaWQB~*T<{j
z@ehB$-{0Qb>pSuH%coCUnc4Xi?Cj*2*?1i8?kauw<OvICy-{W5!qC-WpnXt$ayA|L
z`+govkbU%jH&5B?YoLvp5>_P|fByajxjH{TALMHHKAD3zHYWSNyIg$Uww+sCPr=Mg
zOxCKz;p?lbpuINk?(SDs2D49`I1w~cT=4J^tIg*###OJypVua>$~oM|3mTI2nPVZy
z$jAsfPjGA2)eHM-tJg$r<?0sGHOj6|{W{MqbX(@-Wfs-nbdL4Q=bKyu4X0|xPuiKj
z1vEu8Ws1m=BS#j*?X4;(DFJPMl`_le*qD4=Nmti5U1Z;*H}09I#L8<y3;n-b_LneD
z<B>AU;ZRpsZ!XTsXl-wQd_BJY=%H5bi+iifudIm#&6I&oD4#!HepkuMrkTd+O1ipd
zpRD=vjDw5IDJx4WuJWnqkKex!U%MtICns0&YUT0|ACJpF22FUKb^QFWUH;MR{C$p~
z{az0rGG=FIdrVqlY_%{f@c6H%)8j!iH${8q%$*Awp{V-$D)C5%pogdD!6Ti*-dpcK
zJLZ()IY~f^rzW;9c2^1K*6i!Yg#B$Atx8`#IMB!pI@PnJWQ*U<)#2+wQ`C8Rc_8nA
zHZhgIi?R85MA)M4kHwm`|79<N#wU)g2weQ(lDGcC;^*fqYJM0@(~WMkEPkf(*Sd4X
z4>8@S7C~h<he;|j)@5t1Yz~@k4m$hyU^Ba*pkU+Q-`}IHWQ;)Pl68ygx2<2l-pET-
zP*Bu=>3sGjZoN`F3LmrW*|TTDlqoG6HW)NN1ug%4^CoA>vSo|X&dy?J*s#F>G!o%G
zO((F8^X$o!2XE)^?>%wC1GH_6!64^`0cbJpu^vfqvt`{Z!O*n(b-#5P&Q6%tAN|Sk
zX}q5w-?p5aOrDc2EOO=cZg+MGNeum^7jbKyzU$2$g^P=JN33>k=i}huxFC7+dAod_
zgPR*0XrJBYf1vXC&*$^@H}=(5-(>X<>6Ec5;o#)toS@<<xwC79&P=J3D;F$aSik2}
z*QK}HOb*)%3x<|W{m0i~2|6DodV8Mao<~x0a-bEJ8vp%0JsB5BGVkB;?CfmkX{k$=
zELl+h|6jjZ!lL6xo}Qjw`2Sz+9J^Yn{5>Dp7#380ebxW<!<09hb1jY2&K&so_&Deg
zdYi9Tf<Juv<WyE>R`>5`I_MB{4?n*)70(w}RtoPbeVz8QptD0uM@=E^!nx-G6*dLB
z^78U2DJh@@3ZM-ob$>xaQV(9fTp4`s*fBOaIXSlDHR?)-LG#L|r|WC~pRU3gU-Qv*
zrfp4}T<E9cpLFzeb$Q?K{XXyB>s#zq(cANSLsy4IDi|p(I?gUEV4RYk&fIX&t-oyA
zl{as4K)aW$t);hZ+s5{K<M!?0uap)oI=P9*bJBxHkDAncXC=J4vJx~;xAbt;5{shV
zr#>@{Siio$e*E6vYS4MDppD8qckcY~;e$g)hQ_aNZ@cYke??gNC@tdZ=j@P_k&$6I
z@PKE>t(mj8rpn03fKIP#{t6m5f6C+O?|*z<?CuBe-{)_V2}}i5^LwvPnmk!opwkMp
z8|&%!<CXTOH=mnpy}0=KIk)Mb_Xq@*m6_?q?di~q-Sy&Yh2m!eM#JW9ucvO)4okeg
zKE8eTZtI+!oGF`r{`~3T?|;2A_}Q~(pt*aOUMbU_y!7kqVwcK&pVQIN(IK~2R6A_O
zob~NJ$xKOYQl?o8qPAvv`1o9jF8lMNkcFLH`#(P)Uz-3^XJ@BXtgGJ~i$+j)WE21A
z@88)MR64V>u}!<n7cf)8JWuA?+1cqY4Nh>(oByf%`LaKcc52?Qs5`YhzV0V0Gdo|%
zt=y0rABQs{qN1&-r>BAXvZn&}fDSkP`T2Qi+MYbf!EB(?`K5|NeC=0J(Eg=6#pfmO
zwr#r|nvkI2<m4oGabAGu&Rx4c?U|BnWB*kAyzkGW#libN{+W{hMlZg|$AO{d=hNw+
z8S`~<d%3_{+CfLoF&uckem|eMxHu@%USD7D?&8v7BwUq~qtn#XRC26&`}Xa}dnAoN
zyjs0}5oov6rKQ|_vQ{lqwZoIHt%+O_wRM$h*+fuqt%ylrVp1?O3zK{mJV^y~y8Udk
zTqcG+e?FZqC@ch>;ZX45fg@;o9klW}CpY)v-s<ur$Bt>8ug~a}GUeK~Z5!x}KhW7p
zpcRz={`{<XyY+g=eRI&_i$$MWI5`@)#r0-{>KPaWq+fCjZsV11OFY~*RZR!1;CNro
zONI`uuDZX!BCS}A8lNu*h4TK2yi?}$<f~#ln=ZebCVlec$&7n@EGJEx^y7l0prBx&
z<&keuFF*2e2!g=MHqKGTFb)I{Lr^O#`}#W2#(L0lkEPz?b8IRvCEVPy#iZozEm1u^
zJy0Q4QetxH^5xLJ8Q^4HvvFGqgQ#m!k<qO!nauX~_Ml6ne*XLk8lO~BQUY)C|M_IH
z*Ui=8>lgXXHY+GDKHM%}*Rf`e&Y8K^;-IndkB^Th=AJ$52U<!yRXF-kTGjKp<quxG
z=xAwS30WH@%3zRifPsaDCE?T*&4}%JbA!sBotX)`g(NFWE9=@CP6p6g)8&41LA!l;
z<n8V#{dNEum6G|UDRr5$dmm`wnAayphO4W?j~k!2Y5wt};?C}J|H|6O$9iAf+q-*G
z4TD2FpDd`QyEXgzDk*bNY7eYD#B#*v`}_Ot&CSjCUibC&fsS?Zn{UU<06IkiwDAAJ
zg@C=A9zJ~N;ptiVWTOyB*VJ$yhchAj>uN#QF>oy0Gi~<l?&RZrj2CRaGcsIXAJ5M4
z<HwH|S06rp+}zW{^W@pHRRV?}eStp@vmEhR?B0Lu=jZ2!B`*R%N6T5%{xXTH`<V(l
zrG#O^+_`H%ub(@2Zk+75Z{Ms^L4n_)C9S5ACS_Tqvdm{@Q|Rijg@KFRIJmeDwQ`Gt
zP6cOZ*u2@8LF4Wg(Dhs4?tXrKev;tQ;8fe<1kuBwa_iab{6}YI8iS&Iv0E=_l#;>0
z!GWQnes^5v?j+H&zrRXB>!pqzJNBgPSg$mDczF2S>%YFfZm;|MYwFQF0YO2*iIQP!
zqgq2(hrQf0ZRX6(g&A`4lQjMWFpEZ4R9NKQ+tUeJ(Xzg>x_WW!?lMsK*zYDAuhfC-
z*Tt*9y)ldkFDf#cWuD)+WC`d{7n@5vIy*W#R{XdTr)^tyP^;B6`<jBGq2S|Vy_YL(
zwY0cCe*Ac<`6a`K{QGuu?Ca(BR(}t(_5pjUs5y4SnUWtL5`E^|$<DPdZ)<O72W<e-
ziQL3;-tM<fT>anDxtl;M5`TSt4QihmCLdGK*5=;0aU&?q9vp1e-OLP1I4(~agawSR
zu89=BcI_JIl#Z}4v8?OsdO?d>@9Zd?ka}0zb8FUB(30nm$E5QUK0P_PVe3}c@9*vk
zN=rvS`794Mq~BOgA#GLga=x-RHxkQ!9yo9yX{tKNp{sbn3(5rr1&48AGFnq$ja(1I
zKi_WWzqq|!zoxeK;gctzrFmy&7&70ydDH6YrAwDCY|Reev17-9!-ttKUcBhx@4r3Z
z3OF@AZQr_-d4<Nhn4L`<HW=*Kx%1)H>v7GycUyx}_@3|gszJ8`F7utuz!1JZ&K1;e
zdiJc1-~Nw4WMm|0BE)aLUGL-L{fBSOY6rL8wDh;No!ydi(+G6R@sF3w=Yu8!84i4S
zco=kq>eJKHm5q&s*R5LzIv8)$=FJml&FY$En$5&;=+L1HD}&WRdFpUG|Mn-~5<oCg
zWOu?$O>J#%h6hidF8y5f_0?6y(?&VDxr_|b=6NpP-`$=1gqZ=fl)9k-bi8QT-Ud)E
z?>MEXrjXXv(a|8l<lN48^yFmq!l$Q1LH!%hNy;+}lR+o3WM5zR@Y>pF4qo1?(e^er
zGMbv2VjW;ltoV~4u47#K@)9ekudpU^^M=ybVGIo_o-?dUwU+tM=VJife8h0z_;L6A
zT9h8aD^_rA6VhkEsL57eUk~a|zqq<u9CW^K?e8+s;zLkv@#5m*sTViAdGqGWwXNH?
zvooZmryGOU{x0(B=Iodmwmz;`P}%Ll_WO0g?+U)WxXAqT=TFemdeC5kg@pwJ1E}EL
zUgzh>$Djc%v6a;n(tf>Ky<R{_Xwmh(uYNwCfBe!??}?KpE$Zo8`nD_d#@E-^AHI8+
zckOO};p1ZmuU-v(zP0Y}FVI=iOK&iP$`7r+(A8myS678vtxru$i_(|{?vmWyQz`uJ
z-Mgyw&!0VW;%MBn$L7k4K<2BfLY<S67RBv+e7s-T!s5o7+_SUI`4trvm-fvB)gWHy
zF0ej$@+8G1|K1%ZL0dTsu4yxwn3yI^n$&c^?zivruT!<d51l&2<vZJqmBGc;Rng8)
zE_{7l=&3iixATLxX}rI;H?$XQ)QUY1Wd)3VXBaSAm%np)eQoW>SF6__I((QJbQQ(A
z*xdrc!p*O)u4ZNc)m2|#UsqOAVgl_q3kwrVN=_CO5otNt%pP5)4suq9PEWbRnJdeD
zr9r3Wa`5sV4UeyF1)b@4sFiz$X||Y{PQ-#Kt3y|d@yXeAfJOj5Jvj*~slUIw3tC^+
zSLX`KHB;r@H;8~1@jrU}xLZeDLZU;~x@-lg&Jq+1JbK7l0i?)fi4<s4jEl=iV$9;2
z*l=d1F?;y>xUD4;;9v;x5>;ZHX;rE<ui_Esmi+s2g@uJDPMz9R;sKFn5>;Z{S@KdS
z?fksno*o_^X)~UytHa&z@2dqZdwcTyd9;-cD0wOw1-E)QWL;a+$tkR+U}`FA|NoCM
zsP0u!QBg250-bjb>bVrWxnbzt?g=*Ab%g+@M`EwE`LQ=Q!B?2b*i;DQ-r91oiIw}q
zm&^Xj3JMJJH6IxB?(Rx`X#g%cPBd^$ZvY?Y2Fir}cE314*HlcMDhj$`2{gBUtVeQ1
z^maY7+*>J7EiV*B)ffexK&!bycU|n+yZ7S$`udpNWxSx>>!6bL$B&AfJ39o$_2XPV
zKRat!_ou?U-3RPKeo!m-8K|oYnzo*8o)0=WV*Q>^T#FVjzPKV#dG97WJ39%x8jD4X
z7wZaWf|_)KGlLX`Cgkt?$p$)$xTM6ys_YGi=OmwL`FD4jK6>;hq^l2{)X#(}3QYi+
zc=F`QH=q9f`}g7d_xch>un~csAsy)s@9yvKpI`s)=8I3k%l#g%-~TVj5FF4-TAf@I
z8+xS8`IOyy40hE#IWe)~^I7xI9<aF`UW=Sm6n=kyfBf@#`}~s1loXY3@9wTn0{h1$
zL<kg}wZF}5Y;Ak>zJK`e;7K!BM%1Cz!=a|8X2PUNNhOs*K|-rSS1&_oN)lNkXIu5)
zwEljV?Rj^<>`KbLxrw!~uu#G@Yf9@PWu<PbS}6%brX7{S6P7HhXZU=|wo5*5_HDiV
z+hv7}GO|~Ht`QRayPs=f!=C^De&5(#u3z=-P3M9I3MP4XBp5(v1kSOk6l!d21kGQy
zE>=;xntO|7&mW_J<$ND5c{d2my51V_eYweP9gTqc*`kTn&vGVvoxdpf<6HCse|c|r
zCzq)ntsV|Bv9X}DML?-S+C1;budlBe8A@MYJ8J!YPcx^mnn?CM0i{(BxVRc#UT)01
zY|`l-BXi(=!>N^v)T6TU-#^S<7svbME%%Zo494k9VPVrO`&~j-hIFv7FwB`V#~}BX
z$-S2ftKMwd)bJuB;k1}<bLOWf^}FW;JPqD)T2M6p`#Xov&knS39ymGqz^SPXvu7_|
zthDHOOlt+l+zt+g5BvW!>P9pD{>B)+ohf+PhL4^hQj=Krd}P~@Ene_OLO_mhj&1hK
z6&)`O!xP^%JbCgY;cy$Tho7HYTACUc7gxzN?@293yTzk5tdy#re0y{8OYrwES4^fb
zG3&|-UVOYb*<Ha<u;L->gO$r0o}O-$v(=Fm6|`NZ<-%0-@{;P7?CX4>#C>&D=){>b
zIm^q-K|9)i{`~pj%NNk9w55kt7P&ieB;2#{6`y!+Ze!@`hE<`uvZ5CsFZYvuuzY^Q
z!RE$!wvFHKG2g2dpKvp>spC{w>yNOR28m2Y#>Su^|NQ*CGe@Io_O%D|>;HiU;z1R7
z?C!EiD<37T?3*`dJ-0p9e_ci4<3}I64ms8I^n|-s51RQ+m~Hp`Q2Oxw{<OZX4mo2{
zCB~ck>+L~@C4Tr&aN>Wxsv8HRwY9a+3<E}4tC9mZHYV%Js0vP9sU6<1Ew_<Z+JygD
z-48|g7m7j6DvZI)v*vC7^^kpmEBAxz@w%V@a03Ov`+K%Oe*b1>SQWC8$#c?#nKM`F
z<lo$++9zX~wD3j8iZimdTrF)(+w(H(-d{g|Nl-A<?(XjFdE2!#7!Dn3m}{*oD=28I
zrscx)==t+@?eKLBpwoOoYcW++R5VVXpJ&TmU0v<n>h6;Ia&~@0+1rL+UmJzh8`93|
z$O;BNy}F=LjWhEyTgA7?gmW@}Or9=F!xV)ke0zI488pZFpPgT>r}FbNMKv|H!)?5W
zr^nZIo;cyb?dIXK^xFeQgDMk)Bo+Z-<~Mh_D=H(cw3LcUub$a$T&iV|Iq6y7le@b?
z0jITr%aH5Z63@v6kB)HO*<UYTR#pbOW_w-i?zXS5uY=A({`>no=z!d$mj<0HmgL>N
zbSC59W&Z>9|5tlDbgcL@AvNI`kAj7Sgb7E+RjwO*B!B#WchSY=XrSV|h95tFDr#wQ
zm6eq-FjQAp>qKqg0Nu5G>GI``DJO+ORt7ztc-%1MgusbSIUkOnI>mK;eSG+-WlNVX
z1Pv$@7B;rGvoBh_c;dWy|4t;UtSXo^+4Ow%9P8zk52l`E5Bw=Ax^!p2gsDq^-g$RF
z|7AzV3MQ@Z<qq%e?gs4-@|k7ADXiwRAwvgL;#!ryTJm|8fNjZ%t+2HKOv>(kE_1C)
zLFXkh?5O&x1saMlH#Y|zKYHTSsY7>m78m~dk||?fCv)xE(|;R;S0;bWN_Y{lAW%8s
zvf6?$U2k_67uU>7E}v_{?(dtmv(oOLM8)6Ivo9iDT+%eY>n6IpyGKMvA3k~V<fVlV
zRxY1+DA?b2>E~M)7rPg}zh}!MVc<}ii+4;S=IV~lQ*-~+_||{2EN*CIHodz}Mh28O
zXP&+*`{Q5rS!2cI<4l^G2M)C|u(v2G8HaS}MFa*0M(nS%b+MGGe7yVpzGj`%FTyis
zT<DcHUsV159cV-YG)3g#z;JC{Y<8zX=c#_{@`e*03GZUgPQ9FZdPa>vsLQo$4mmm-
zl2|vS^`_mM_g{YFq>d9)it5=}7(fHf7Z<yOI_01>r~CKY%kY>)I5|0m^lIzt^S{2f
z))};d^7(UilmU-Vpj&S?CbzFL6q>5N{}0oi4@?v0t(zJAV4+^GO9&&c!~)56+tdBe
z7As1dWyl4oD;a^RAwfaGQ}5gP<*!BSwKS-Bo;ZI#+)yh4w1f2XdHd2`@tN{2*X{U&
zX7u;-8yOi*m_3_YT3Y(*BNZ+2ZMm0CLjL?Q`Fs5JwXG#CE+JvF%-My6O&8zXn#~S6
zOw%J*Nr_p@g-J+UJpH8rPt?vL)tubikC(jlHP@$t#_5fc!V_<u6xzIb^UQ{Tr;02F
z*<v5gS<l)ne|j3Do*pRUoSHR#dfLBvg^wF1Dw`_bsr@FIke&VVM8}FbD+M@DEO2br
zk!_l{yZn99>uYOY+}f&r=gyre*SE$V2Dk40z{4twj^DHY&*0p~@cKIQ`~B-Zot|)g
zd?6_~wWYWB**o{mX|p<A{pVk+`L{ZJdr68*NMA??%MzPgTQY?=ZQfkEE1vOx*<LLh
z^^R+h)_>d+)Ykt?n-_i|?_zf_e0jn6=ilzMj=P|eT~Kgk>J5VhiOy&DC@x$$>wUup
z18;ZNket<FYY(joU0o7)`plUv0Ve(ZToW63WUaQGFq)(S+R3fuviRfO^7{vG-jtj;
zaiZ1w>xhoRJ*(sW^6mu%1rtlp&o=k}%KobJ)RljK9p2w_xVp;0sVQw9ztXChsBKql
z#6Laic9?B8>*2P=i*;p112;<S0#%Pa&(6+{)>w4hxz)qr+xz?cFBfw5efs>l@b9nE
zC(oZRj@p{F>YVVTdGq>ee}79n(7<@AShm&G)fIG?4QRc*k;wafwZ9Ag{i*Dcw~yOu
z(HWx7^5N(61Jd~nZ*OO-NtKjuF9~r;(KO9sVCT=;mCP%(WTt+~yO^^A`&>dYLp$;t
zy2bUSYHZET#X*;BfG(o7t^T$`?EI^%t0&H%zyA7PFVMw^plqe2q-2nGMj|CORng2$
z%+b+N!lq(FR-w?!SO01gu4pLe@k!Xr{rKQ)X4Jv4VKcLsE|Zg!$z-vAe>SJx6Y%%<
zc6W0T3tAY>Zf0f%+FA-)j=ksCtJR>@AzHU%cNVFF8kh^6*_%&iUtQJO%+CL)*Zkgr
zCnqN-W@mT5ySrQ2%xv1?_=}HU-ZJ$y@4ga}@U!Ubn`bUdb~Q06=&ye<|4+@?{p;4v
znz&Kk(v#`mXZZz%$!7!hCMF(ucGe+a0++P<qEE}5)D@x}9UUX~)$Gi={rlr_`EDIy
z35gS)>??~b%6yC&XX-Gw^M7^>-qg|5R4;wi)pXa{+&SS#c6E7AGBMXnKYK|<x&Myw
z`HXqoFE2WO?(v9`xv;#SOImHwrzaad9KOA|$?Wd#?%nPf^7F`1#`SwXy?=9DCM&qq
zX^QXR-FwVdoL%e9QQEg%C%Z~a>et3iM*Gf0SVrI8w08ZD)IPbZJ$-vCH>Z8MGtV~E
zqNA?vz(i#SAD#=_*FQV=l3hNdNoA4OLMIi4%gg=EfBXU+5dGqUqKdjY==KsVch`{4
zr_Y%3_pO|nqNC>a`N7V{ljc`>p5NQsbumEi^{!8!uUeloGfTbxVe2-wH*e*AlYa-A
z-dnpyZhvOZp~I%iPyao)pA|R7wkpH!+}14HN4(ZnOxj@?^SEbP2wGGMMeGbRE|L?p
z{ifx@^y%O4_tG_Y&z|K4wGcrk)CmhO&I@pv8d|k0t>f<D_C{82lX3?+sil6pJ9o~K
zdGYtVX|bH0R_fgar3C@cUzJ5ptG*+3?~A^@eZuRov%Y7p$6fZhZ<sx8S@t#My_$-i
zvlz8!nOwZX$;p5HPFLoQ4}y79I!-lnO>7Vm5s9#3QDQP#e0|Rcrh@N!8}j8ZY+HNO
z>E}yz-*?5owxqS3-<B)y`#5%*?zDKpm2Q(7;`TQ5$u^#xY}$FEOLW#s>se;CN2K51
zk+djuD*nCHmHVuNnEsv*9p+vx(?S%51eCPcudQWf<7azy{d&*q^`|aa{xUK$;a&3o
zU-;)2CqF*^fBar;`}K-_g$)1aO?DCLykQ);F}YvB*dr<INME37*6N_HFy}2>zpvPK
zWzBr0jh<eDQqd<2nx`#NI?|(XqN2Y3&QvpBrxTXXZPkC)tvh|y>bdRvYWH)y=0D&0
zp8Y{xfXl9l`tlzR^B-WBXJ}?SnVo$`;=uLrw0B>Y<wQz`zPRizG;#fYHZ`9ISEK{Y
zQiayP*<1bn(P{ntXFk-)%gevHzyE%Npx{%5lP5p99=I+2;nSo?fufW6T_-jMs;l3;
zU+^*MX3E@?>=WOa=IK<k{rbi9`PoUWm9@XW)C5LHOTL(46L~GP>>baMqc49ha#_MQ
z*~0-e^Z;7Mc=-3?MT<b|N|@bTrZ^utb}FbN^K!#X<E0)Ut$oGf`lpV)+FQ*mC->=l
zzkS+e8Kv4yTc+?url0c&tm+o~B(<kHykGokR_cM|-(``{BKO;UI4)ncM?rAqK^371
zo72xPirZTyc`tr@UhEvp;$t8`Fih7!-Tr@}vqQpyl2wKUhAuUGYQ$H@$?m8WzOk7-
zV!xb5+?@r90#7qUwVBxY7_`F}7#SUwdL5W$T9sFOXWiU2>wSEt>}@T3f9>(njuRJr
zlo%^NK4OjASM&4M@A<aXX$LwwHtoE-d#N(7LOj#0ErF^nt3n%ZZf?}y&vI_wRKW-(
zBb#2fA1{<=*5+LG@-mIua^drnmdTU%{5Q#B*^<kBW>)GB-uMoW^*&0BE2Fk*ZOgkm
z>s@WvqJ-1abXT0&R_hYET;r4C|9`(5R<9O`3|WzIL159MC3lwiN-rqM^t9Rc%j;W@
zf>NodCexok#-N_e)2=IRKJ)c-H-1&hkBjUxt+V;?^SQ(Md7EDH3(ho|?BM`f8YW{|
z!~)v7e{*v>=xC%PM_fSrSwJEilaGTA_Ff^YHZimMn@`mJntwZeEOYMb$^T=UG=oDY
zM&q<KpWGCE%j)k^HvbhD`DEOUib~*@*DF;zcg`qop?F%_fhn3n3-%?qpXrF%y=-~6
z;6%k4E=-qJhwFn{lhNDrTtS<$b8~sKv$L<P3gre3QnhdjgSJ&~J*;9BYo6zEd-mJg
zjP><DH<%~<K0QGo@}p^%$cKmRo6amw_kXwFG3887PD<yKlan3R#W);pn>4|uZq0J;
zvX@G0tCEwK>ODEYXdBzn@#SpFH^!MJnL<@xU$w4{-u~#-)zu6Qn^I3Na&G6-h~Bp5
z)J4IW8=BdlHs3wQW>F=wBJgm+^tvw`A3jd3WzV`cMes`aQgxRUsjRC^esd;VyJ2Uy
zY39#IM>oxFKNq@QPtt#TUQmls{=7G{PF&<tnw(_B$)Uh`e1>826~1PT>Hv|1lR^nc
zI97iD@SUAY)ab@i^PCBi{psf$eturMcHK_Ty~=_YwbRlLoS5ivyzjt<#83D8WE=DM
zv%Yy-TC=f<b*cAJ@%R(2hYzQUG`A+Xs2x_BmeAVT3R(hn{=>ib`~S-c3JS9IbeuS{
zw}z8PPUpTz8!vO+->V5Hk3T(aRB&^%`h_K&0+O2d6=&24%-r|=9&_2dDIa?lyDwe#
zdiVQ=B`UJ<C+^71Fm^9fzq^4k<5q}Ogup~kgHDzs$B(oBj@!)o`rqH*hKYw*nB81b
z4&~ivyK|>uejQWTx+$mfxw-eofBRYdGA(qiRKZuR52y7%sk%O2yx3)lRxjI&TVLl#
zt$TQQ>5(^YB5h;VgzG=}koe%5?#dSXst|s0MWtBdP8Jmt6Onc6)=A!b|LRp&@Nz#%
z10^Nl(pMs&v4-dK9SRICte@|wx4V43irnR8jLFBDo}XX6X)A}IWWc_fO{YFzP+Td!
zJ~mqF&C%npe>j~x_vv2PLZ%CABsb*D?9+E}*_9^5=@Annb0&VXo%8CeN@ix)8UzJr
zF8Ke~zfDnA=E>n*b+vorKYh!UWX!!8q*wiGi^+{m+phgy+IhmmBu^(*YTv#CcXk>{
z2#PFu+%2NZ_2xD^j|>Nol!~`^{N_eO!Ih^~geH7?dOG?1JX^_o`>Vg_P0<Vnl{GUb
z9C1lFBe9@7e}OyygYEYlgjBy&om`?4`8{^yq8jyx&1^UJ$6sp}4m_8fsrkEgj-~Qx
zz1il|?_PO-_wqy6qNkJ0=cS%*czT+VpZ~!*S=qRTj*_D)LKFV|1)psMnxX`)f6lA_
z@<Pz9SE}{y?sCv#a4k2FlqGUD6JpPb>r9C1pQ`=!o~D{fh+23XKl`ro>7@_k>rUv+
zbWv#*V(0Uy+fc0j;EBrQ&0UKQck@UnFzeR;QS|oP=`#Doiy1CVMoC9FzP!B5&Ml_n
zu+XXX!@cVF4?(LI7do|WD0t`uS}?cRtvATpN9l3Vzdbpt1f{s%+*E#B_H_p9kz=P+
zV`5UC9=^Evz@?=QjZ9U$RRm`$tQC84Ki=xW)*Q{rn{}g^!q>g{pu{Wf^(b&r%NoYt
z_y3nv6e*q3n(X0VBE<`u%v`WQ0koDpbafbLA2Vn^_RanM^7enf1h1MYxJV}dw%N?K
z4I3x&CzhA*jr9s#GCOpsm(f9^>TOSKc%@#vo#ZlwS45X<O*H$PTdI>qLsv5yr!jDH
zTJ37syVvCQi<`ll=3HEy>Zv8T^4t=u_q%uQJb3o3?$h`BaeEH*$y#4n=*<4+-d<_Y
zt?h<ZO3D-F@c7Kr`J1=9gfVO_Q%>&JvYp!DDa;4s>!<o27t>?$ns(*((+&;kth-Vc
z<$m|J)zqkHMsDL-5$?~fzI_u@*qRAqG4t!RTs7+IHqBHNTzO0-&EcPKpa^IP|L?D_
z&KDQCUR)b(E@NHBV_W?##M(ru^ypE>xz^0_^}1`9{rUTKTFssc#Y(@aT0xIDCbMry
z<(|y1RAp{vW>j7EX~~sI<{1n%pEy7K*vRL%?xIKFt$nqZy4L&2db)IYn5s=~XlZLp
z`tsr;Xj$UvX}TNJ&PsuncY;<tzP-JDW6@Kut<EYz=cj6a>Xa2>$+@q0xT9*-_Z$1=
zR|GQucqW~2MMKjx^SYn@bfrZy%gS;e{3y)4zB@}aVCSYa8dp2h&Zc-~{rmH&ZfD`*
zK0hCq{L?FhC#()%p9H!eps1*+yPMlA_f`wP-4BMky1D=n*16W@Zq01G3lghkPo4bs
zj`h{Gsi)oxtAClsduONe-8D8g4ToAAJ2(=4l}PSXQMx2r{JEaZJnPz&r*r38F$M-&
zSyZkJ+EiTi`&+~I?QeQ!Oj*(_EPU~{!7Y|0j?HWu@%wDV^y7H=`T1Gc*&iS4m7ZZ+
zZ3f!EQ&!>fDp(}po=v1f?0Pu?p+(bs%_dD=I(zEm$s*nBVl+$VhOT<?C&<M`(`)La
zu)TG4mqOPEsXqAq{;92|chPgUx_^>0Ou1)R3V-;-bmK(Zi3L4ojFyFuSY%{nKR)ia
zPkMN$HRH~Xjkgp9CHsF=ynOZPX8M5}8yy@NCg{&Ur!OqXXp+UkBdMf3L0q5d?=Mej
zUnQm5%NZ$)l#GJD1^)e!{Bl+GyE%M*Hf1^=PU}y)du6q{xS~?C!L9Xz-QxOgA0HjP
zxG~vXL_3V9nVtVwBQyJg7bV-3l!Qw@t6f;axuJ6NmhPE`%m&7nU#dQOv?O`y=FNZp
zFLb`-u`EDwZd_Z3M)0TS(`VjjW>4L;C`?zgw7dWOqt589lTMX$b9*|Ky}97I$K^|v
z+w2C=qyp$z{HfaEA6_n>588$RJ@TZcwszsgjELWkmgg@nzI5>EIoZhLcNVw%`LEZw
zbaqvcYQjmOl^;3yrwh6(DQ(@k>s0lnBb^84SUP-tbxA_m`_xqCK3V2j=F@LYI61j=
z!@2H`xZ@eZ6T-cw>-BO9t35c>%572k33MDm-~GDZyj_bDZfr;dO%gCMG3{XINUc9T
z%~O0jm*|qo-F?{$|NRMmb=|sr+Qp;X;thq5QxYb0oQQ~sV%oRwQs8zM&di>R+w}|H
z$BFsPQs>{0IeE+X&tIq3PI>gGMAS&|Z~H}ch5ygqyaA2&JzT&4-=TT7)fZNUYJ<){
zIenVDb%$BYrqwMhkw0uQ1Pl@yzHHJDa!Fra|1&7fYE{TY{x55zQ$?E=FFvQ|=(42P
z&+kAZ^MOxKFV*e|QcZXpHS=VxdemB<wK@0o-f!lWIwAJfWl6Ex)P_Bau4X|G1C=U&
zcL#I?)We4l7nVi1>=GANKFu^um$~jwVAO#pr<QKMEN`QctEcWaMMm97=*0!c{OAq=
z!Ix9QxWByDe;<2xw)g4}VQW*emy|zys;YZ7e%}<a=llPy+Fa4;F(ZZPQ$FaDg==f2
zx8>hoSEk{zOH@uzzHYkSNrU?b8m+9q-rara?5fP*%z2_>YP$tqXFe`bQrfE(#uKqW
zZdO$6KAw=ZTC!!rLiawlOx5zt{@ljf`2GHLa}TqFikBoO`#W@OTFNWE<bUo&rJ(m0
zS4{Ntn>|P8?wUDsQl=j4xA)Sm{`$(w(pGTds#{wo^77dKi})t7CfHrg_@3v!noV+F
zyY-hSyldufNIzd9r61^bl%?gw3>DRr?XmrGLA-Sz6dpWSFgbX>t+s3m8xMnxZK{8N
zBlFJX?1HKKW@eWZUqA7@8M@bzIpIi0`5H}gW9DUktbhKdURhR{{NPvV+~Yn|E`M0f
zK5=8k7mr&3XXo*rnajN<k~tze{pS|{`KKPlu8lg-%)V*X>*e!HqK^Byq?BY`pLVl<
zXL0JY?L|*@az0<&x_XOa{f~fUp>@A~r!N$GYT@J1(c_q+^57AZj6L6*d%C+BUM&!+
zInMX<!ryPvFZC*aZ7KPrs&tC;%-P1k#VL_tTeCKub$@>Dz}o2d1)HQyQ#^BerGh^0
zt1x`+)NxNxSU_njE6WMKJz`=(Uv4aNo#tQpxUFP!*8R9!ujkq8zg}2+!=bz5M2dwK
zQ)6RLT=|oZD>MFoIBfmKJYvHF9-&?d#+px^TOK^JOL58X<>Z(cCBizx%s0xes^Y{O
z_nk$NR;f-+YaXl$@w{fAe@jJvSL&%38fi*O!b>kQ+}(AurFeVZfend4mkQtAiJk{)
z^_lx$+q5oP{qm{zCQF^B6dN)s1|7b<{1fMk$I83k<=xY<{+M=fqVlF^KfCo)&L2AA
z5t((s*0!VL-$eWUB@8wd0bW*FSDDm&D%v}H?(JRLn-C)M;0=$A^|I*|otu=^6kOWA
zJ)eIm`rq{U2Hog}_4`f*X|MYIed+Ab$HyGr-Pz<)`LE`{Ilpp6VZl`Mb?Y2lT2$mW
zr+Zs}VrIYhNu~7FiP?EOi#Bb%^yz6;=Twc|iA+u@9_)N4o;CT;J27c>pX~jgAze&s
z;&iL4a_(rnp4l%q^`ecEQkAi{cfutVPnRxH<~w&&Ctv&h{r)2r*KQ_9$4ifE9yr`=
zdGgeI?@^yAvIdNbMl7xq!$NeUPFSs+te(31UU|vGCLQZ{*ZDK9dVTvMVdN5ZO<3^a
z?Uf;(R<HG<*>Y~HF<WO}-{(4cb<EC&_xq=BjXgchbNU+V@-LD`6FrleoR;M4$9XKD
zBB<OjQ91QxXd~16l2z&Fm&^|Bm2xOC*^ocK#zRbd+2a|V9Yqpr!_*9wl$YwCXqP|5
zaQ^D*{K83%%&E(Me@cy<Cn~jSdqt;@q_BWe?XFVqYpm;|)up-5&DE9-x#yU$V9S-c
z=KM1(1TBi)>{L2CJj%O7CztJQY&@{k+bGgDds>O)nJI3)Djzihow`0>TX!{kkIS+S
zPL7HD=2$2yCz$6mwey`UxMjVgGI&>HWfjxY)83~&;^PmT@;d%eNHDPL`~B&*Q`-1g
zkM&Rgw0E+)@y~?nY6T047x!ZC{kH$j<Kc4!WMB&?$3(j|QLHAJOjGo9WrJQ_t9>1;
zqUL43+H2~P9W{s99$b&#yeE`HP%w4U+O<A0?JXyS)>eH@QO%8sQIpF_WnB})sS~47
ze``zS=~rco-gI+vOw?0VW13&bRr5vg!gBr%_5ZC!Gi2=bCace{W&840+x6MqU4{Pq
zN=l{{*4{!!>3t=)*2YNQ*r+Vbe<fqdzx?-c3N|rpi_guuSiQ&PSRW_H#C3P}>x*{Z
zuT{SrFimf&Tz~$<ht4n4u5MU3rK_dI<MWz5m0v}S1qD;Pc3K)#ZP7WsDvUSdzTAsT
zs*`6g*uC>)PQ|@F4$W)_mibooPd_okkWukct8w~2$(y&f`-}1JKU&hd$YbuJ$&;_F
z){pw)&&eq$D9P{ct{HHDgX5{+TA@tSbQmX1HvV`(*_}aOe?fNmf#d8RUPcZ_T#mJK
zas-Cu-cnJHs{DM4BmDBR{I4Ipr~k|R`Qn+{>9uYA&*#axxE%9ZJTZ0S#EA{txA$1?
z+;!^BiR`E6bQk*=r!!q%e%iz<XN_Z$nvt51L&v?)qD@~8zr7`zaox{to7dD+Uk*Qh
z{Pf|~)y(F347<xucSLmxRrSp5=qOp{z<9IVz#<~-;k8w&?_ZyvzyFz|6t6+voHv}M
zPdFYtQd0JJvE&dISXBP;hv9{V%m$@e2FYw2>h|{Jq+VLT-z)#;OykD$_Uz~8P5mUO
zq-134JBwkt|7o|4#_6XHTxw*_uLyX3E$Bsho}TB4b931`r=E~7U{tJ%p03aQ^))j)
zKNBP4B*&CZ_a0x<ow+UlZqzj9`L^6OpLr8<*WRDd+2OHYN4IhPzDX`iG6E0Wjg?Z`
zx9xM@&rg@WT{!GKE!lVGq|PKErOU@zT3+P7xu>ff+NGo%{(k@bmF=pkp61%>>JPTx
zU-F>lzTJW(*S~GvE-r1MD<|ok{Pod2;k4M#-@8gbZJfByrn2Ge>_*SY|01u=UfJu`
z;Ug|QVY`T!7@NMnzKBkQfSH-uim<g(V)}7&Ud`wh*9V;>cVe<SKbM$J$GyGPkMHfR
z)^hc+TBvbgP2{A49lK6-gtl_cta`CB_<v5^*Msbvu6%Fi-?5xsFtBXtRVHS3uZg>6
z&))NVdmeAh-e0rWeP*%b+-7@oQ@Pi7U5sJI8JD&rEKhXb+}zC0D{XdUZ}s;FuU~h&
zc8e{H-Cee$@^jiL!@$5m&~3O^SBD!WALHqfwH9k^Y|Oa1NmWQ#IJ9Tpy_=iUKfV0;
z^ZBL&<-foA<em|f*1o$YCMKo+&|>#S`8tMA&&?gqxVS9Y_2?+0y?x}`>W_=A{5v~~
zRYfJ`L&LYXOWA*)o_^_8?fbaqW8Ntm&$8GPv>rWr1R96|O;<~s=bibmV`cDiB|AIN
zXu}53GOR0Wqs2i71i!kv+A!e&gLA9Tu7byHBD3RnvHbXb`pOS!jjoypJyNVTl}u-5
zt9N!-#^<`YSO(qRc4^V|>*5mjann+Cqtz_kq^4@07P>#rHuYA@GoJ^W&s*gB-Q-Gl
zFnalXe!ZKI56?2cxm*mOyWppkh?V5s+{8L>-aO5d><kqZ6$_kNxjuaVZXU5`33EH&
zNxueu`BPt9)h6}dub-Y5W?RM3D|PbA@8$E2ekv%PdYO}(>Y%0K5*BlHz5aaum(!}B
zoK}zBc&wNCSRZTE*GV@k7UeW?dZ@9ovK~Bljt?}iI%m$DgzRi?Yinyzn^-??4+F!U
zU8UTHhK4I9pZj)IPfw47pWnRX#+P-|bS8?ag|22&_h&NA+Vkzh^Ye}C_p_}Eovfl_
z5b#aCq`)9xkBdu+(44udoHI?m(;QcYoLs=Xe&)=auoutOw<`8ZpI&1VXm)@_Wises
z78Mnh1+~AwWn5myyDjHt)4#vJlTS`k1s&1DzyLn4{L#_w<&`xbA07Sp;2^U~%8n0{
zdk&qRe&E5uO>5s?Shy+CeWBC(+7tU~FMY0k6*5!RzTWQg*^M0?8tg{q|DS(e<RyCG
zw71&L|No>W&f32H%pv<4jm@799%SpE?s0uaL&~Me>iz=q^8Nd2e}fLFdvReQGw49(
zgU#%qGXr-NJ>`1z_%S2Hv}w~a<?>TgSs65sPY~Qy?4D*Dww^6)9gCPQla7v&&7W_%
zD}D1XI&twTE2(f+cK_w*?9gB@E}6o6@%sAdYnN(;PU8Gw65V)Zh2rLqS64Bfoy~l|
z_WP`T`&^Fob9$&n{@)uM^Zni3;Jf!Wr~7MkH6<VKTPpK8%k$cP+xmYtS1V7Pm}8}?
z>>a-T)Qh0~b&_(krl^40p-ZA4y}G(-yZh5qY~9m3IyQ0kvc0$$o5i-fWa7#4@bH<k
zo=XE1XHNb9Bl%^HQ3At+bKiNDf)8A};iDC}h(#}EN5dl5?q$37dQ4PeXlUn`U#7FS
z%P*bJ)XGYVl}n`IXtvvxcuCMHAODu0&F+`81?@yH=bayy{x&M}M%?1IH&UUCT-w^(
zS{a?&PB>gS(74HFdx9hLF)tUFn?a3C2R=PL&@Ru^%*MDii!r`N@$UWqaW0D4+r@My
zShMp_(|O7}KYEJk>+9=}|N8nm_^z0=^y(m!o9x09e2U7-j_s@cEg&k|`swNE<#*~{
zU(;on)G<XPkg1hh9CWVGB^x^x6&BO%YiF)(1<ktM+M4}Zt>9Ed(xN@P&(G!l@>ct@
zl;-<SD{bp^-U{#k8+PrroSjbWx{i*Hl9idk558ndKBx+9-dCb|Va?6`e6KFMFS~19
zHs$7T-RLE2#a_l#F&{`wOe`oX3)5WmrqO$Y(aGDlrMng-9PJWanHPWSg996EEx@)M
zNgW-X3tKXS85}@I7z+qAtXQ#PN^(<EQ^C(qsi30@P134*+4+|Q)f{9>c<8k9r-%B_
z0Fjqzp(`hqXwS41=HN~J<mlq^D>+qluBft7gOY2C`PYAcpDxyRy}N5u%?=;QlTrUZ
z|7`(P$tRc0GR=OpxZm#3uF}^R_EwjJj#~Zj?OWUY`SQnlrQ4H^b}=&S`}4{B$+@}G
zXJ?rnesr|ku=ZC;MRoOJw_d3ix3{m~WzW+2`FU#frwaj^k0cD0?()uC7dKUAX?A$!
z{Qe%6V?C9*u~veD6VHXL(@E|0p3XGe-23grU8Vn5+3Sb#+}I!gN{pRn!Y_fc+bY5b
zSf1$W#O@LS?SXP~ax%!eq5;}k$1SFF;K|9!!F`1V1r7xT2B)TKw|{(mJo(%l%MV|^
z9GPcZZ4~<7v1(iHY@guUH%^?GxVw6mbKIT@d10Ze7{v7$Zf`$*_+GVtYei>=hWq8L
zrD`fhLDLdzKQLZc#{1#<{CfEb+S9k3i`wL}?A2^@_N1gMJTqVPns`;+uAHnDw^oyf
zmp7HSW1XrxbMP{T$!d&qt-W7sMc+1Q|NCuriNepv{0Uz&R{q|w(Xe8Ri;K%kE)Iq^
zUgmdqC#Oa&cJs`&V$ckDbIEnmq_xqh*PSm}*2SN;I@b{JO<Y_(|HNc9#>wi;(&o!N
z?UIrj?(I#Tn|rY7(%Y<OK5FtVE-5iKwy9-x9}-?J4%)u1B#lL3_tN=Rs@|KW%-QPx
zMP7~QG&;o6vT3_^cmo@6%I;5ZZ#QxZ2VJdJQD?UQr|~+AnRzMeql3+xt_uqaPBh%K
zmG#+qcE33j_FrGGZ>;D)kD;Jo0{^DGyA5%BmsA)U241b`{MXINksAN|+sO+TPEY@&
z_x9=3SMM$_Pi@Hfkg&j+{lO*Gmqv@8u5Rk+@Nt-HW%S#yc$vtm@O3)gTM|-P*F>q#
zl@r&Q(5JOBDnoE(cl=h3-+>~MQdw8IR)q6&a89(_RbTzdg{@`I+{PObFAX*oEzL3V
zc5zAZI&=1^@!LO@o({LRGVj^j_~N!y!V`~|-z3D;n2XZSuaeahWKdI>a`(vb(`>$r
z-A`K=fyRa88BTg{%bObW<oElfYPL2q8JAq1&gksu*tDV~GvT^k=H=hF^FKvyFVUQE
z=S=J}&reS#s-B!}zFJmGP*~uUTi(4XIZ2P*D%s~*3L6+RGsNsx)81fJ%9M3w!o)@T
z`zE+4y12O9Y;<G(@`5pDkH+5cHlB(7N4Y;PZB%w&(zMrGd}X_jUzl~wse>~b0=^Y|
zS)tRmx7ht&O7#~8h2Mr}=V)HOBq(@bn(l#fbB%&rTwJEeifSnMhVscUyt~Jmb&aJa
z{nmq@tG*uSkvy;^)8Y5GO?)#wSbZE$e9?_o+ie`WLg6j@|92;AUkC)O7JKkmxw<-L
z2Sdr58Sj=o2f52{bK0eXr``H0?^gr{H$V6_-~0A)=k_IjpDw9xJ-kGwgOg+Cx)zp%
z9|bp+$__BRtO{Mi@$N3O-7k-2b8~Z5)n{6VPunjfDEL$*EbM^!{S#UZhgwxNU+!PY
zEBA(X>b8D8z54Cvl#FE56jElryT=-}WrDBGG(FaR|K(0T+qt1gHDKc+k=go@O4^&V
zu7y}fC@CqGhOX1O-K-O-RQh77&FQ4SGlBzV?ev`Z<jTrRYg<n+%xIYKva@4CRsRW(
zg#UF37Zm1Lvzz2<{jS)OtIb-`%w7!Ymn;h367@5ur)SFfGxPoyKmIEo{qcFn&!8Fi
zw!Xf<TT<wy`2KklGe3T2mNJ`C`6PJxhb>{rHUD;Ask*aQ`{#*SrVbYuWwCp?xTMVK
z5@-MOw^7!*;j_5Oid{J>&%Ri8AG!N`N$C5j+F9)$H)VtcjCegg5B&J(@co^`^K%Cl
zI^U2C6q>5d+%3j9S<Q3d+}X2lH3|s|&TK1tyF~ZzfyM(nOhX@jiZk)E)l#1=_U`WL
zvWh9ahK!1jzrUEc$NStY)-yAkrGu|6NcPXJs66TB{rud?GaHvKg%~o;rm}&RyFpmJ
z;YrN373JC7Za3E+m>f2DX*2h0ClCG^4HF7?R|MW-k+W`VnY-IieEz~BQC`0}6J9=!
z-QBP$^(x<_j*b&suCCRVUUq)Q!h@G)@U58i+=}V=8+N-t0v-L~);6coW;9Ir$i*??
z$>BRP$LnmmtsX}w+_BI!*<TTu^%T^Y7Mz$D5y1eS1Ii9q=~!2xByiWP<iOjiw~f-~
zSNQrj392ci)QGs2Wq$p1sQFlo;uwtIXhrh2=ji|Mhvd2<Ei3XN*5*r+gxKYxr1
z4y?1Cb1wH#f2f$!&+W}w?QS<&gawTB{O2>>-R1c4<H1?qW(OLk@c!BM<WTv2#^e3V
zbBaJa7OIw9WU#Gfnz%oDLGbq&i9acNvvy?)zT7>pRB=kGkHd+InB8n9IUOe&v<p@X
zHQU{`TI9;js~5-8#>;%>%oV-~9UU6!nh^pKJI`_b{;u-KZy(nR!=1)zmhX>zz9F8~
z?xxnm$syT(zwWScdiak!5<OC!>V>aU6W`qBUK6eU_f%&`hlg#R?wLZhT^##9>}q)V
zaBbk`8@Vj``<9nQq%4}zFkzPn>yK~Ie;yf%hdy>Tcz!eBhtGvaXCxO?7H@4<R#I9N
zzGh8B{<iBbKYn>@%#dkLi{(m8_-$SBBjD|c6ITov6~FGOXj~zee4*6EaEtG~&P}}C
zkKRP`s`*Ybw^UM6GO`QZ6@GZ3z4xPbqs<TZALjDw`*>qR<5I;bl|Bw0qMh}w$&N?m
zA3XUk%J=l^kzJ(+=IxCNS+Srj#l^+ti`p%rqXth7akzY&)1=nVd|@&Bhq~D*F}s(Q
zrKE7pXqa%Yb&XB?uGDwQU%m>yxcgL6FK)A2zucY6%^e*lmPAA?I&yyV#=?`#IoHdM
z?7aVOp_eFY@pGom&MbEKW1vtwv)KKB!T0VJ_xBr_OcS%%_?mIw?Ff;dpH|9(w$kq1
ze6abU=pRYFCoB6K)3goC)-Z{SE0~15J#ZqzkWq1Ou*iewrk*Pzl=!mwryOYdRmZXO
zamTK;+$&|J1O)|OIz2viLRhSaRdo7;9j?ME_v<;t#S^|{JUA)5wOKj&FiXpqSC>>5
zR9<HJ@+!G)+4*wiqE}%(7Pn-dnN7=TcXM%Z*%h)$rQm}?%&w`&PD;BP>@8H7rV|*j
zluJNjMOi_L&y0o%aW?gQKC@Ut)=%rnKAx92J=Xk(yav;6{ofmIG<S4p?B2AEt?n16
z*yr@*I}^WIJijCEmn!_=C1=TNwmbXQmNlgC%xIW!?(I$HkkxEH^Jn!Gp3<4K`VQ~f
z^Jkc5nT1-LC@CpjGVf*k@g?}d_4vSNP7G!7#fNUatbcfbaY2x3!c8Lu%gDD1p1wW~
z9_fn~H@>^u7`B$7y=Aq<<Pgcp*6s&>-Kbj-qPg|3vXYXL^QR9Cesi1D`gQGQ1aVH>
z%zR;^vO$Kxg*B1_k}Jy^mWZh-OiA_hJn-mf!(`zN_8OAeS!a*`d;Ro*$zJ^pb+!|%
zx8G6}5)_;$<u#qHPmcB0HrIpu-fp;bP~5S4vY;&Ql@*LNUqwGWYQ5z+X`vzGLLE+C
z)>l`V?S8VnxThv2&TVq2J$!$gngPR)N8Hz{1q213mYA6xXyZNb<>i4Xng#J!7}NRe
zkL@TtaAoDB4jG#jWfM|7d>mfPJ#x(J(!)ngDk==_&t;EaikA&^_$**i$W-yacB`|B
zl9E#L!iy&kq&P4Xd{9_3`|9B-{Q8PEG8zF6r(D?iSmf+NtOJZ#)D*siiLie7Jo#zZ
z>M+L5>6#pG4cU2*nJ`J2PI|I9$#v^tut{J3{dVx^P*Ks-TTx{z(9X|%zn=fcZ|{k_
z=FhLWzW_Acm3m9Qo?&gY_rl7<Z4N0BHg4^844*$Hr-mf|E>p;lgPIezkg4F$j*vy$
zv)SMFWJ*}MIHssv*s-zZ{D&_r>*B+$11^cHDSUC$k7Jmu&K$b>)UhV(a;DkO?>n4)
z*Q@gK!}sZ~bJEhX+Pz#{T$UX;$9H3w=nM<N4<8x#><v8hj?*lcX<II{-+VT$aJFY>
znT3R}@=Yu0<>c6V?cZOAudfc6-)C6t#`yd^^Snxa#?n^|{Bj=Y-Rokn@=fmO=<w+c
z<F5H@x*?T&L-lr@^*gFW-`@7_zQ@SiV3@q*rf<fITL&lU88R*`xx173%PUpgJ>6og
zN=i#AThIQV#_;Z)k!;bcDO=VlC@Cpbh09u>nzSbUe8aBN#@gQ#)cH3QEW9&khK6sx
z-EW?XPcCm0JjG`;1ZbT+d0>)iko&&s?IN?-*_lI6?Pp=*XKUk|YQO&<mx$JqvK`>2
zO2|s4IX0S{9;?GPee()@@JQ+L+{??o7gk+ebwGdr3R#_0QDFfuK|#gM^PSt7Vt0A$
zb-%x_LG4-JnW{B$ylWyDb)r}zB38)i2?`3Ps{j1V+}OD3-K)*#8}99G{814R!SMJP
z<MVT#f2(e93tCb4d)qC>%e#}9oI1Lh-TK+)%uUVud_ghcXVHQL#}gZz=UN?@s(m1T
zKcjpt)OoQpXEGY6GrhjXINO|g-MRzu^^6RsrcGs)`2Sm8Ktx5idb<AftI{b^Ga8;G
zbSbTW>ov7usduBKal?m#%tm&GA3xJ8A5Pa$?DS}6TXoFa#l^+arC;vAMCAi_cN;lX
zy%1oyX}2U?Uo+_a1xGXeoNGKgDgy5oynJiGcoH;oR+Ur!lIhAi-k2Q>J+i;QpIWs<
z<)`=hIEU?dK`cr6>&s4nLU8hxRjSMjLRXy#`XFEDadY8@0L7KTyj)C+7B5vlcRl{}
zHO7=bGa8;4=*N30hCe-Z;O6E_+11DS7KE(a&tLH)piFbFy?n$5hq$|8VXKb$fSefe
z@X&#Iwm}Q5a%Pwu`58X#;XA%LmdcNp1utVT&0gj+ZGvDj)1+n=_S4+Ok6aRd6wLgZ
zasOXD`y6}yyXt;(C%H~jc0U!P4%+P;rK7Wi@!YAY2mI|B^YV<|el*X{_Ov^6xUuGE
zgPL!HV{?kn)E;5s2{I4f#lB3tx@P7cgTsd!Zf<6bzFjZ7rPexNzug4u?OP6h{t%!U
zrKF^^sN~CQb{QLvnEiUZMSgQUO3SaV3Nrh2x4dEg{3|<t{am`{mXh)z78Pl4ziICT
zM72*Dtxi4NaJW4+{c{L=?dRT*qODn~*0ZN;E{-|_+QB2aD%?LTYl@a?u<YuvrMse6
zPn{YiuE)?T<+(e~-~VLfi3$V8lgrM{nV1*G%+3@Sw`uwD2F6c^d<4bSLtnu9Q~%PV
zS~@y9PMi?Y2i<h|<)!j%<{k+~6_q7cNAAU0)#lx1n`5WDb^Yh(r`Nq&VyC8X^UP%R
zppMYp+t$?D6gYh2*NORI&mOl^DYx|d+sRMEh1E9PYX;@n=A}#DD1P|+{gUkJRPV^*
zfAVi{pU(04|8LXw#JyFUMCM*O%Az8Db6>2{pQGKWp;upC4*EXv*uL7JoPVE|u9^Sk
zlTpbEkS8M-U-T$n^Y^#v=@r55S{MHxKIfNpqhEG%=cHYwshhtp_Yduu$zZ^EQfyuP
zbeToY?3xFx>g9fX@>U36_g`j(hSC2Ut3)3>Qab6r)N9odPy$&Zyl!2Pc+idwB6Vxx
z=f6w*`igPk!UI=U2Cax&%C#YTdSkLGgO7txloOLd_OvrqEp1G*%@`XSC9h1duh(0<
z!L5Iq<%t6h3iWl);2mR2s#U#Du_?^8X11+ndVK8Uu~YvO6B%nhvKG9P3D~zMr}o-n
z_JZeqT!zmRd>nkPJUkrq+^}xXmtFfR0^^EbPAhbA^<2(TU;p6weAR42W8(^N%vL4m
z@~(+wJ~NyB%v|l8u57a#r|4?`mR=XBtbKXzoCZ<t8=I~N%xIV~12oSyb@l3;n}x5Y
ztXXwxvU)SSjICC-QvUsEYnG<_H-mF+ih&fbLDrO<6*aG>h}6unpZ{>7d>x02o7cu)
z4U9q7)gKonI-l#D(J+I<bz<0cQSDPftL5t^+*uU1_PR~R&!S4zsrvf*PU-2+t)Mbs
z$-HN0Q<I<G*}3#b^6P6n{JJ3?R&DQYv)|dpdS!*;*_yaL1~EG<d4&ap3;x+$*s^lV
zuDrWZpjoabrmI&72{k-CoGLtlk@<;e=#mb{WHluvrJ&H6MwfoQ`un}nZ*I!{%}<{2
z@PGd>q4vtLo{4WSW?h@IN$8TTn!-#G85y3nVY8q0&zvdg<m412TmA8oE9l0N%1=)m
z4>qx0++Ci3XLtGgwd;SrnR%t+${Nk1fxo{oW?yG=?cVpyvHU%gZWM$4zaRefZ%p29
z0PUPBVvv?TaNa*E-gh2P$r}!vx;YOYUb|M55g{=_fBuvUd~!TCRVfE%6f+cWWi~LK
zU-wJ%)s>Z#Uu`RTdTQyP`j8M2(DpO?`a00Q?!v-C&=QbybFJGaOc0ncJN?~!8-oBf
z!$pf3<Kr`*C1n0=V|R5qp>*u|`K9V*kB{a5ehk|9m#Qz-`^G<Daod$c*H){~ULLw)
z!b9g(p_4D&T<X0v`&ysufkUkh*VnQ2SW71}eVQg^p4a0y*DAH*|CN=&g7WhH9UUAu
zZr^5Rcy(=Ux0r5J!q-<<B@7Y{NUt|c>v@xKZ<FeVa{UkM|EML`)j901yEM7{by%jm
zJ1Ao<%8gb~aWV5NE@Zs6cJk9mNdsf%Hr~k_@A}&@?kb(UF4DPO%HUZ}m-mKy2Pdoh
zPnhDDpUH4zQ!2NOt!?lmeg@D1A+21Z58l6@zw+~ZOXi##3~%nu?R=uF>3J=)^u1nf
z1;1<(Xn4(K%DgVo#>dA~bEhs>H>mw3UH$&nZRY50Cw}C)uv}Q$-I#Rt*o=lfOY8pr
z0*#4>g@qNAm%C?VWSpwqo_E*D$H!-uY7_(LgryH3KKR5Ye@;8O>GIvnkMAcXr*eOZ
z+}vPUtfISpTitB=_6|_5=j3eh8{2qi7&uN#D}BvoQ~T>!d+7^?m>ml7do{9WG^7Nr
zi`jW$skgXJ%nkwTvNs2=tPBQSxoeVniDkL}d^QFbcXwunE^+;N&psaQ7C+w1&Oc$o
zgb&BEQ+F&szCU)4#^rYRey06@ly=YFZ<q|e9x7w&rR?(0X+PzzZczO2e13k-jJdKO
zem-aG(4U>mG|7`!%A{fce*0hF-g5i<`-66I9`BQ7X6TW(mtzo+m*;2L;IlmH&Z$#c
zR}CYDBs5q<o;|ztcvtA^HS<A@AC2WNuXs*Nv8_~+HfLvDDI3^#fJKG-)HL1hZ*Olu
zKG4V<Ai{dBUcbI-;<<CC=jYqAH%v*s*SUz{@-oJ^w;1#CJ~f>TX|)2SwWX`GLM1P(
z4R&WM71yaqj^#+@-JOsccyf~J$4^haZEAm+q`thmdTGReF<IGOCRVNkhYmgJeJ%qU
zhJJQ-_N#4jvet`^zq{M8fB%=Kb4@&#@q_l~YGiYXOb}Ije4Kf)+etSC@99Z@x8+9c
zud7|<oSd8-%4PIBfoYO!__~<JsZ&LBa&tj@A`Z23KfbauIJ1wNlhg6+EK}psbD+DN
z%HH1kf2ZK>tPs1uAKTZ2*7!;%fOfxDu|Iou;LS~kwNVcL|2d?nROQ@klC!N^Vx^;_
z!*lN3IW5+iwgnuvlP}#q`RB{a%Qtowt4IA^%?3ILi-Uv1AtWT^RIa0=Bk0zsJ$v`w
z|95ErU$x+-!omX^lYQ(!#lV-9>HZH+2r8(#?Q52`TT|w8lP}%DXl3;Fybas7xgBof
z4P4?OILE$T?({U>=Cx~em-)}1S9E83d|jvSY_o-to6{sLi&P#xdSsA(PUgyrK<3)t
z-_HJF6=jXs6S0i(?wypy2bow){x^f7ATVodws&mD_U$$NzrRH%oDkT$_>`Fi^CVAM
z>#`$%e}6Zu|5sD<=i~7kI|`LS$LUR0_g|EBv`h22rG<rpg@we^Q&SKB`1lxf1xrO$
zRnqx+wli1#XJFV<!^tDT&?BK(U-lM~=TbaeyBMm!dp$BN(J-jkP~*N>=duRZ=|8<k
zSDUsjyt-=Px2LBM^xHG-tzIoFCMYNvcy3$KQWeG0R|;pYi=SH?t!!dqQhHV|Rcd;I
z<l+|@4=yM!$cx>o3`*{c`t6vs!ly;uiQ9Xn@7R+<&S{2GyQiH59fUX0aAmwa2QTZt
zdu5IHWQ7HiLw0PqB?#Jvf3aRvU(frAruPic<!ge1sbTA4vfL9sLAetT!fsk?PGoWd
z6;Cc~hgm=kla3A^*lARfJi?F*+KeQi`}k7~K=;&vnlA}t8dSWMS>e+1+2;A6D~SR`
zT;B$CbaaF)yqFQNqae}3!eWIi7kEh3_vi25;8Wa-pY_~YC?F^(+4}10>chv6v){XS
zFRR_jQbt(dRN0@ue?f<Nf$sbgR`+vR8MHJZEp1s@go}&IDi1HOLtkHC-<Wk(3v~Aw
z!;F>*t7bF=Y%?x>6#~*=UH+~m?6i@(lG37GrLPwSFZTnD*n?6T=)|>{okcPWltVw<
zmQ2+)&%bwMrg1vx=n2r+x66Ofny>Zo_Axt)ShKIK0bQy)Y0{)CeBDI~b<T@(Ku23M
zGz2a6S}DURC^+$BVMz&#!by*e42^ZMyO(9zOffcOT$uATbi1~nrm&#k(yy;RUp#e+
ztFyCnN8R6DrvwB2j(}rAgZ<Q0ZE-ofniXXdQ<x3Gr(>LIG?C)XcJL7Oap>^SpJ!Lg
zwKj}fUtfQ#v*MzhN2jK0U&z`jVUiKB>UQ<lSFCHpx}&$}rT&WH<KtTqu&`;JvybZH
ziq0Y{H3gTOJz=YBSKDV_TXQj5N2-@is@E<5x%ywDWzU5UEV(vguNT8KoybqelB2if
zaIOvOetUcS>o>oodY`SemVfnVucoFZXVh9T-RNyKZ%cpJc}$V|&Zu}QZQrj~t4+3_
zoo_GSFK>Sgbkm@I{JxOySJy-a>lcC!^D{CM+O}<5m8Jd5`5SGfpZLKmV<GVR+S<dP
zo}M;LIWd8!e|OzqtEQ%=g#7&evbVQhzWG)B><sAi$-p%chI8izi_6H$3Q9`Oe74nT
z%4I{4l{K}sm+x%Lx~gSU_eTQMWB{GO+kAA<`=`81;*WiaVfy#7$o<&z%*)GG1T17a
zboel+r;%v1tLA5sM%SXxduMft>2@u0?SA#9X6Dyr&zH=cDS4m0^U^`p2p1NH6~W8-
z-n@AOy6_sbL;C6I>FrCGs=D<^FfxG7tV%mGqcQF5tb_ON$xWL!O(SfL1gH$zuwjGA
z^V1nS&&)7PUT`%_P)w|Ce*Hhm(pOg;-`&|6xT7HP%e%YQsruqZx!>R2Jq$XF<;fG4
z?Cfk2jR1zV(c9e$3JPW=&$qAdvn+nLAZ%^aiTU>SIk~xk%X}nD-rbRG=a*+=sQG@k
ze8c9=&2Ebw9UL51Esg*D?5y#Ze)pFW76l3-t_L@zp1!o#-qKQXb@=+Wu+^^r|NUiT
z*q(Ry(DnHGUbkMUg%uwkZP>D<rMa0Iw12{Tx?bw9TkBUdMsCRv1a0Hi*4DPLut<1v
zVq!;kxA%9OjT<+DP6xSj_wK_74;Z|?y+w4RL}abYTs%BHRwak8iD-=3S>(9*V#57>
zwJYaMzP!wr`NJ=%2`^q`@W@(;^!4>^*tE$Bv>tk?w>aoP5X-WoU7{DVwnl8vlWl5h
z0^L&a<m6=bpP!yKPoFNX7r$@L%X)34<O7ldN=yo`r%awa`Qgi#ou{YkFAiNDrV+6r
z;ncFehYuhA`1N}I#Wj(}pmS&|KR-J<zy4pRtaX`!f&#<uZ*QF+AL}(PmF;zFo@tz}
zWMClh_V#wrIgEWWmQ7o;uRr?p^E2p{i0eMHH=LfXfB5cQ*^3u178DmZFJG=MXJ6MN
zYh4C9FDU!^I?xeR!F}JqeRFegU;v$11!_E9x+D}B7-&)PLE+o``~Amyr9l^vfKGij
z%)Mn2vLb-dw)&e-WzFF>-m5<hU)ulr@{(CzULJHgX7TfLty8CluKHd7^QpLtt1IYG
zTg~^{?0hl@=2#X#c=oLA*4FI9$Bwb>|Nqb0EbmT7Lj!}1ZI#GW?eMzCTa8z31|3-V
z@i4zV=wd?WHlD`TR@QB~x7#L65KvK3IdJQi)zy#B&&_RKzg~ZqSuU5pzW$Tb)A_Hj
zk3ZfgYyIK0{{DpP>tYMa%h?$$tgR1Uzb<~i<}>f9DVojq_Es;Sv)psC+WOw_udc2J
z-TIl7lyqTFWpT}igX}vBAG3j6bKrnO&h2fyYooS$eKyX!yG!);_I&r-+j0$aZWzq5
zF6U!p1Ybg}7qjEQ(zp~W5hJOE3m0-RsG69BybbUX`_Fs%`HL4TGPXuN{q^;=q+IZF
zKUvqs7d1dfkjvTE&3X2(onKz7U(VL6`1jS-;ZvPjxit0k^j7B8e|pln=wil{vbVRE
z?y5aA!?4S3aUhqd){;LTkIS!omwkWV-bGilrpE3r+k3X(oo&j@=aV*X-kg+}xR8Z~
zWy!9;2b<ZuCQqI`$vi(!)yym`P{g&fuP@9*s`t^eXVc#8l(VUr@aey#?eY^9C9kjf
zUd-Bh%HRI)lxKGO`ueV`uWCha%kkW)tET2w`RhyOtYl>+B@t<9>7%DlYhQg^|L0>n
z$Z3tt?8|oT4PPJE6}CEb(V|5`dDayl7A(4$A)>Cne9H6Li!@Gsetuq5TwEOF<EN*m
z`<KqUapOkF`JLf;cXlik(GK%j8Mn7;)oo#6VbNZ<#al8iD($WB<9S?KULL+BYOPWA
zw>Kf%<?U)B42_M0yF@e>9XWn{`JH_=KZ`&H?ksv5#3yGn<CS6Z@xD-y`ucx=N|Jx9
z51&6dc$rV&vvYG-|M>Yc^;O{){<`ZYtj;wEFdo>Pe&A?#+x~Tvg(p~Vf4F`&W3OAY
zq;Z;p|2&(_cc(K_)|R}y^x@N|^PgHc85rb#d%8G=9C~$i^~V<%7yI-c$TX1xHL+7q
zPxCGP-N4AaA^A98OH0dw(%0ACe{){(=H}+~9V-qMpFDYzb7${^oh4sh1h%xcf=*q^
zxV<fR)$dQw&-Zr<t3Nu-Zx6c2@51Wv^;3QqJv}w`-Oo?Y&#%8;adnF9{W3OQDVF;B
zdY$-vHdlKNfc7_JU)K}S3{tte>CB;4?&a0<K(%(}<z*aPTuqBK-kT`zDthXbVIl=O
zySc2aOmlm5R8-QfEtwe?7rD+l{^$3OdhN(fDxh0_LATp{dwV-lt89PWUn@Qtiw2|A
zQwd*QTwM7s`^pNzJ$v^)eEz&W_x84>vou*!R?b|#I(yY^(7nf&#m|;RD!HYcnb9D?
z_(}J`&6^*t^YXH0T{rtv8oxO2?k>rD<qr-p*8G0E9kd2MDJf~fgb5Rh=DRI+3<(KY
zHl4v@`RDhsn^HU(3|`Ky)Q{UU<K6jX`3n~=T#?IierfXYK1PP5q@)jDug5Rn`TyD3
z*#RP~6DLk&Xh=HRb@1$2-s<n~T<2Pqf({Mav1`|%qeoe%O`FEnd-uYo$G7`-@3sbY
zS(M%T9$Z@Ly&__x5`!n3kg)K@_3`#IX3kt%b*4|&dPB*}pqAFwhyVWm_VDrX+3COd
z;)8?D>>3dp9z-7(l9S_8`1>@#cb3V?4IKY2EOd_8k|F3f$D(n@42eB8KaE0d0s{jh
zy&V3@hF2Nx*u5LHjEIAu-+yvL%JuKQrz%0AVx%G=wd!1HugAMPI}?+WC%>x&6{hp;
zYA2}s%WcWH$h6dZdRuQVuZa|I-QTa_pmQYj<My2Rvh|X8$eFWGbx%$ye^y#l<g|k8
zysEl#rQY5B_3{mCzW;wZJ^qrd+v1B4PEJ<WtiQjrSbdrAY&OstnR6@zyA~;wzq|9|
z-d^jp^YiBBraNwWefwMkBQxmI37z<TGMm%SvwiRv{Mx|C93*R9{w@Zz^p2HV40JS6
z;HnVKi0EkN#TOGkKRatt{_aln-t~W?L02#>xh;G8&>^L}&#xZqmA<&xogcLFL^o=S
z!%U;pgydxAwPD>07AVNr)%=+I_-B61(Qa}7@BhNL+gE+jxcXMASMBz`{GfA(Sz0(I
zeC2R6s9Lk_x^D3dgG8n`Z{7$93Qi1i_;u>(>FI@keiYWWrwbK5KbI?FESPn2wz<BE
z6mQtNm`=OeUn#E)cNRZCHbpZSw8!?(*X!{de0;~cM71{*J@s;NcULwr2sj_OT6y=r
zw_jdg=ij$)AL#mQ(Dl_19whwv`FwuHy*-wvrf5zsib+aR0^Q4d<MwT38ylHcE>W-2
zdClznX_|d|DnBzZyt}iLnVr2o<h!bh%7cf8+cPIk=oD5zbnBK>Vq&63__~-?zw_?w
zn0RTbuXy3zeYMtie=lCVI9S$witI*SeZjqfK|w-!cXl++GR<D*X(uEsT=?Zh;8Z2$
z<ly~vwHjTY&c(}lPt)m)+gr6XCv1EA`FT?WpND&wTU^S%6L+=p&hB#l=<Rt&KRrFY
z@M6ZLEsORRKj#CjUEERl*yN;pOiawFprz$svlJBeUORvA;6V>RKR<9?5x6z$s>w<B
zqN1W*Cy%dI4axsJXHDp8F^0%jOP6f!Kk@JH?}ZmLioQ6orPlj6biC+2bLI@FsrmW&
z`Q<tr8B>JU>F@i&1iFq*-@-`Ccea`9+gn>Vmc5P2xv@d<Zt|hShl8gryaV#>qQ5t8
zMA+2+64_bw)XURm&6+g{xw*a4=6NsPvn$N4*s6Zw&d%bExwp+kv_d#!tx7yf&#bPs
z_nT+anSOrW(mV4eOlWv`xIKO6GEhMnAi_FX-QTZrAEQG}jZIBW&81qOl|f4jUS3kY
zv$I(J>RVxTKcDjTyuEJCe|~=6f3<j1$jTtlaj#Rg!#8AHTom$M*0PA@-@ktvAu9xK
zZO@<ovRG)Ql-@z5MLwWKZO8g#yI);hy*PNe--WELpak>v_4SYce!ow?zAiSa-NP;E
z@v&Y|!T_BZwX^v7qP)AiKnr8@?(G3x${Dk(gcEcF-n~7Qpfdz_?Ao;`Y;DwvsI6LW
z-oE|#;-d1KJ3ECpZru3c<44cP$9xQOa&jCzJTBAqVguGjna-F!dvWFGXDh<j&+D=`
z{2P9Hnl9*U`3VyQGEAhtyuEFH^}XPPo6Y`qKUs>OpL5-sb@jp1r>)}pao}qY{`@eU
zWtKZ@X==o}b?ZQ<`%lw}Y|;u{wZMD2o`Jdf@ol-c1D1FQf+~Wu$)HV>AahK!uem%w
zH#adaug|%i@8S3R_3pdN-U<i^On7D}CntAfPo**Fz{IGnSqJajkvTid)OoR6uTf9#
z%S%f^>v3OPT)Z*+x}Jr#_2XY(U*Fi0DXgQTv!UwiE0gLeOU$F4QdU_oJ56y;S=RgX
zb)Tedl?ljAPOV&^g9C4DNMxQfXO4i7P?OhGt<;Kr+jHmt)azF~Ty^>V@{*UAG^NAU
zR8=3=|Nkw&@Ao@vP(A6?$`!G*DD{+(xVpN!&ny$pva&MJsi}W{e%_dToX^72GV$^<
z-yhFr=LgNLetBu>3+O@En!(FJC%wA&$y~gB-s^qdfd)p+_0Ru{&EId7e2nMJEK}~V
zurSaKC!j;*OfoJosQb@rX>NAjb$)BlJ>^Tg-|l|D?{E_<_XP9&IMB+ry1F`02Y8-s
zbwXm|#Ak+}!;-p0wFA~f7_N!iEA{%?TIZQYsh|UpLe|IG-klFR?*vrF_Q~7N`!wgz
z_f6}+JkkwcC*$PoY*_Ij0d&Vz@$+*>L7TAF#ae@Qr03q+a`MXg@5}0im6DeR&Ipq3
z-LS#H!rEHe*V;GuNWHU?(xRTdzvj#_O66L!b}gu%k)NNx^{|oVpLG*U=YadaN=oF9
zR|IVPl%>3E$r6>RpkWmwyY+VRI|~(8c5-s0YPWKWvoXZ%uZw-^(b3V-bAD^~bq0pA
zva(lfPL@)_0;j@cWMl&NR+WP8eK>jYWLCSgi%W{hq{)*(!waB0z8xBw7%YUHUKxa2
zGbqJ={`k@H`@6fKE=%3tUk5K<6ifrn)w;U4Ea_UZL<Mv*9_T2UcXxLi*8KP|<+iS_
zZfIX$k&>Fil(!Yt)yjs3f{%~)w{PFR{nkU!*axe-yE~7(oy^zQ*V`9qc=-6V?A^Qf
zR$?IE5tf!sOXt~EAG&x^(7OB`3j?T5iqZ|25fThMxA<a4LVEi2O>bTu?H2Fo>;w(k
zKYa0GMP9)aWkbf3O)G<!gKkI$<>Yg7EGNI(*DbF9=(4~4(TU3L6STwiK)XpnSE(;_
zY7OZ!d%iM!y_}GcP{Fr1kv5f|Sh^M!tko72eCpvp&jvJL&A{;N*)vcd_|DzCfg2JW
zrz$U=)4_Sdx~r?}(3h8&6SK2tzpGuhZXKvM3+g!U*kN&Io~`urb90?NJUGsr{dqo*
zBP}g0<JK0<IdkU<%F6b(w6JJ&ErN{ZT+G@EDw4WHwU515ULs}p`QF9!`L%6qyi%Yu
zjK9CX?_YW!K1AO!W$V<^*VjNd|7@uGngu#Vs&_)MPIPqi6#aO+)6XOK*V$Hmd9kp$
z!$bbZZ^O7hcO~@y<@HF{+fRut4E$pa>e7LhXtQ#QEvf!LO*i_%%a=1(Z8&}SFteyu
zNW=d9`xhQkk&WJ8xA&Ifh3pUCllT1C4K~I6U!BJ8B&JW(CQY7fm~@1LN5(=RbXACF
z@&C2a+d;>4f{xhQdH(28)`t%twsC-ln>$Wu6mnjR{`Ih3zTojO-Z%I6+k>l8Mg~v=
zqBtJ599%`^z@bA<>kGk$VM{8XYuMAu&M%j6X^H2DuU~yLQ@_W5{P>Y!!n<R3VPRn_
z`#=MSN~ba{m_Lct)YJrQNH{n}*5z_?ZZ5AwRnGtGpP!!(mi-*RUTE@(6DQWRc~uEW
zOLuSBV6gS@0v=TV^ju#3K2s*3uH47L=w-kCzXO|6Pj4uA=;Y$+%E%z%dhqk}^Ajgb
zXn1{n{o!-x^iT)1Q+E7$b!%%jLqpu&s+Z5(7w8n1m4#WeRPp|+>k+RvKi0ip`th;*
z{U3Lgy_J$O&010>q2{@`Ai2edlaH@$_ik&3CA+7$xGg?-VxltWGHK9|Ltb9qjSY#;
ztCHu;nG>)n#q-VG-R5_*LG1<5=_4|-vc_{%!G8aG<oNN&x3*?yTwNt<KBLYZ<oths
ze_Iqi@tAeHwx;I8las=rqt;SSO>vy66$-la19Up>biG)w%%jpGA}yfVotKxEN>~&u
zSa=wGytEOQkHe-DXV3C}e}Dh@Oyl&Ryxo<b)j*>GpsRWzLnVjjSQdk})hnu~w8(-d
zy)=#|iR;K-$S_&?@7;q34G$h9OwkVKdwjhAIH;@t@@1!O^*4i`pv4l4WO|Ju2dAbO
zAQg8>4Epi=jy#`V&sSYt4a(nNUtd4IulBdm*Bdu(MDR$NaJY7fG_GB%d*|+5K{>f~
z&pV3y%KzT|^X0Ptg{-Za|7Ogbsi>xQjA3GWz5jf>qf0y|Us&cVEus@45Vck;``Vh5
zUmpLwb#eWgKXpHTU7R1h+%NIRhlij-0W{{cDnzs7^)=r8|Nm7llRJOCw=VVR_ruqF
z>tc5lFy6a&Pa}GpPEJlvz>W|9Z}0xTVAZPa{15K$b<Jx!sbJnYe+5U}fg^i*H5Lf1
zFkHbBXC!KR^u!*~th6kt*5H+nN|vTgi<fe?R5}K7ndWQ0i0E6uw?wn4qfnaV;^uqy
zGT&c6ENCxQ_*s`W<DpIU+R|(HPP13ssh*$9$j{F&V^Odm?(a-%-owuuUK}_x6MROZ
zs`s=52M;nD8XAJm6AcOuHq5!PLFzZBqCwsr3sCDfVq1>nnX_jFMMYWt{r#6LU%uGA
zU(V`Iw|H>!b+(GC_ve3oeVv$}zh3P9m6eml((jak&iVu0O>uo)Ea*tnCCipw+pS;h
z{(IIYJBH8h(PlX}8ZIyQS2i#Z0PXkB%hOX*RyIsHzyKNrsr~h3<wpI_ZV<(8vq8<N
zOP7LJSXmc(PuJ7X)^@I`vHA1o&xYLFW_$jAyKVX{^_@wR!dk2HcXKAFc;?*M5!g9(
z`gCq~cJ_zQo`q%Kx2^uh;W^30$*D=`^!fARX=!Po4sF!z;^>Q0wsv-Q3U1Qr-m=9c
z*MIZbsxL1lo;ZD4*omX?;UQK<&q*D<y=%kcpY?q+O|6|_f2;V}8OgxN$dzKd>;CRC
zFfkFiyxf2NR;XjoNZ$=!8M3JU|3A>h8(X&}zcZ21KX_@=jvW>+UcOvu`}^>L0}P;X
z*_p=aQ<kp^SGTj1yLRo`42!}=La*=aG*<JS)l&QW+rmwof>syTUo=h4ofjSz#WmGy
z>DtU~k)ScSrAt#6|1v7yvR?D`XPamKpQWryG`@VfqMuh#P~ZT$Gx2KFZ=-yug5Erj
zNi5dZ)*@nJ*KYOgyj-B;u;tCArQQW4B`uwuol!L(9vnRNZ5F7>!OX^Up@Uz}Mj|ye
zbw}CTsLy`edNWVmV(|ChSyffFDEWAwftlH{A0HnVK0d~~_U!am{W~xJGORDr*4JNu
zPTkBnKgzH68hgUM7fz9pl3ZL|6Q)jW^_^{|sHw>r7Z<nnTjDzt8EygH-PPaqa&mG^
z9+{b$2{<XJt1l0%WxR50`m1YGwi=q59a|H*8MLM2$PpJ%hf`Biv!J+m_4k>=m*k%L
zy*~Em;@Y{^<&VzIwVq*=>b3Um40GMZ`(7X3bFugP{d##ZF)>guWMqJ@vJ#Y(jLepQ
z=6Cp`T8VD;j}MAGJUk|k+S=MqeLMC=)Cp=OCl8NHLc)Six6YsEzjyB*Xg)V0LSoUP
zMYHM;h2)=^d#(59VrxlBNzm01ckbLVNIupRb=xSvWW6HTR#oq53I+xOmX?-3UM`;x
zDj7pULay9u-+8&fhIvt{o15F!e}{GT^~1NBFI%tTx%J!9U8bqIs~$gl)~4v(cICJ7
zG|%c8*8gqK%zrk0`t<he@%6H4X=yihm+Px|uG(t**=@VjF1xFV_e|{F-Q9bnOu6#+
zeif_x`BZ$$lqm<!pI?8??#$e_WX46Qpc{p%zpr!q6S>BFx?a>v@6yZ1K5pH-`EWBk
z|12BxEU9Pb>V-cq|0yCao_uD8p@yE`v4@A-6LWK8)8(J_zB5Uy%{sK_;<|<ghB@~2
z`>v&LH7J+rW9^vs_5FSM>+52jGc#94{dse9^8^*nzrVk)-<n@lwaX18U|?p}ws>*!
z=JVTiGf&;RqN1(MEhZ***3>mi1!84oNJt2%xow_z=fJ^c_J>cNgsiVSBYijH&95sh
zm5XD~>&@5F(pt5Vw|M!(h=z<v2L}ew2y*W2ZJHb1`{h8VkAiLtU%OV9LBZTyeCEuV
z6`!7TM%~}D#|CuD>BisR-z)3s@zvGUfi8}GSN4SU%9O1;>;LaNR?*HU>l76wb*xWz
z_1}||n|5B_WmsS0y)-EC(h^UL@^><i9zB}k|8;d&<z=H;o9xa=zdd#S{Phmox<3*d
zH*PdAG76FtI(a8kZjyl0mM<!CC6m?t-I9`&#Ps9V*yR2`)XM$i>-G4D&z`X{fO;LE
z@!{|H>mS$u|1ICJ+<rwHzkHu|___zp{C40?Kcb?o_5XgdKR-X;{ro)J=%Vd$9KEs9
z?(Xh8cI`@faG<f`<<jXBrcG;mdwcugYuCi;|9oWsZ@y|~&dp7%t*xz~OMn(FUi|R=
zd;ak7a0bwY*@;<Mr|x7r_QuLT>;I+`w?{%yQ1HX&&%wJBf6mOjyo~X|`#IAtP5GL5
zFJt=t{q|km-4EZr<BN`te)8;D()D$*C(fKXa;#T+W5z`#hBI^1E<5o%<OFMJX&u>=
zdK%OPZJ9W6BIrJKi>faxqGm5xpm1?rtaah%XTDo25)&8Bur6P>VZ#OiH8r)QD=Pw(
zY;9wwU#?$hT9#|~??*DIAWuw7Q{&;`0kyXyHY7CeD1Se1UHQY-wETSil*o18Uf--T
zD39_>zTW<GvF*Hh^Gw%u>YVnne&%~R<J2#M{4Lq%=h+^*eLMQbjT;=bwY7<Pd3t;H
z?mgPb%zovTVfiff^N`uuiRV7ZL8e+SNs2+5085N@96CV2BRvA9XafVdX`?hZkr6Uy
zYjv0jGG|-T#>xSj?-qQ?!;RIT6@JJ2<=b^mTNFNW@%CRDxh8hE*rqe_jV>;_jrO&j
z9VI$uW@4Lklx=NeJ5^OxA5QkS%RCrqyS4On*pXw$!gl*kQjtCXOw-@r|I6#^>m!d(
zQCWHPTYJZfwaJW5E?1aV{rgz`;)3Fu=<VxT(?0)Sv}n;PT?ZQ*n-3ozI`7!M`*n?<
zjz~vGoDRrOQH+W$VaIg!_4BuF{POkd>|7lsrL5f`Pj1~1xj7AV7A}LrX`_@#x7}rL
zr@VFI09~Vf?%X*8BcrCRTTMZG;0_&f+FJPL?OV{m?2{)cpf-@3o7;_TxzY@v%L^rJ
zt4u&6G8q{i`)YqHSy@G`t>2z^x8Uh1(Iv~4X?>P3%@S#t^`7zO?s9!LJ{gYW<m8Bm
zh=gBXUY<C4GB8_MM1&<cI2d$9^r03`15?x1rAt+voSmg(D^70eY2_AAy1%csps=uU
z;X=hZbLSR5IU(4)ZU6s&yNhf<cc05le)Z<g&fuH!#l^)wbFD<T=id+8mY$Mw;KmIJ
zM@L7g_Y0RVZ|ArFvmx-ev&)rfFSdSR>FBt%>*wd^%IfOu$NOXtuZ!Jn@=s&FdA?lP
zn;VTcH>W3GT;vM6mM0}e1$4uC@Nz%Rqg^VVCr+F=Fgt%==Yt0cXJ(u8`}z4XG`x6`
zVPS2Z{O8BV3zsh+{`dE{ppX!gBFnwX=duh3K$Cy0++qi=ToG9vwzf%tDJ(4Pl+CI*
zE>U6OW{^E6CMa_7^Sj5z$(iNf>$$w#|M8=v-JsiFFZnMGI(YmzJLobA(2W7f$NLf=
zAL|8GR0RbEi~DY$oU9J&2TYhCFk{v%B_$;$Mn=XRrLV=#oH@h50NQt3Q&W?Wnb}$T
z`r5)xn}o8juWMbpbm_5*#Kgpiy;Y{5^8<GlKUcE1mj@L9A3g+pTOPhX4s@L8G~MX7
zh6aWozkV%Rvxdjf(ecIQ<^HR8^z?PCxGL=8vLx8h(9mgG>cnZ&mK_n(iBL$1yp~b@
z>4_)kLfO65+oNnOEh9Z9snq@X=&lOMw_@)7a#tmm@7WWhY?gLL;^Bh_3&e`c%EXl2
z`>tfno;6D=B~t8ozr45;M_^>6=9)EYj%csnqok#!HKmN5UruC_O6S(>>slKZEKpE9
zy@`XHJ6O8-Km%jag$0gM??b09U%tGcurRRObCL=VFRyD^**2lwH9t3jnshfexpw-_
zFmRNRmhQg2JzslcPY=(+<;$0s?a9BlNAt^<FD?}oJ8u1s*;(YeCI5b0&A*?|y?mAi
zbqXrGaY#!`2L=Qv+^hW_yKwz_{Y#fGzrG``q$JcdJwZ@#Yf@ohA?V6J(8=CSO-xTu
zU%e`-rl$7e?e_auZk4~j#v2zGC-qoDLPF!dxVZS@1q&G7y?b}!)F~%VPtWG(r4J9W
zg8ER3ii%m^+d$Jfd#k>JZs9Tg6=HiC)RRp~O*Q?ocYfvDt=ALs^VjbwD=c(8-X}ZN
zFjPwv)Y&b3<Z|QIEv>h6=FEBU`0--1u$mg176A?(o)GJE)22;(adY$XTZPk9I1LRA
zHFR~4-q@H7>fwX#z_@yK>&4$rE?1^~5Ykav6!zxV*Vh_4I%~d7QuLfu@cy1HXo~pm
zD%s~(RtAH{vd_)4?cTJ>XscmYS64z-)~yAVp!+!{sT{m`F)%rLecaxHS64K*&RDom
z@yyw?SCi7x(tdouUoZV--}%j(H(&0swNI<7vy-!{;b3QH?=AE5^YifX3W~eGqmWr^
z>Z)7YCaGlJX}G_)x*XIQT)1#yL1E#+RiUe;_R71s<nnS0C@l)}SsHZk)G03eKOda8
zn&(7EM6B3rW@L0JWAfCgtor);U*6r7o^6)fG<UA-m#<$7KRj>*m0wy@y|O>oKl?fR
z)mGcI(&H=jw5D=x(s}&h;o+-x3oaZv;-Xyk<b<Hdq?S2zWS-`53JPBBW#teI)DF13
zS+DBLi^eHaM0ljleBK(ZYP+$&-d@hOs^#zR@2g|Grc9a?^u99W>elRV4#f#GXL9=c
z`)|#iIdkTVTU)aiKf5(YM@J_iC8g!{_4U~~r%#*+sJ^?{ou5N7AwNI<ZRCViprgYl
zO#)qgQ}gX+I%shCy#4<>ImPNqRTDqTf&9C`xt)(;-o5!B_jpcLd-(D3@vC*aK%2<}
zLPA2G-#C9x#HN1P;uR}63=Ivho?HCt`0udv2L~EAY}w*cQevW|tv$6OC`br&^<RAa
zeXHXa%p#|OF6laQ#AR#$rM*>OwI)rTeD&6^-@l!wJ(Zg8_W!{_=BK~kyvcbQydi8&
zM5F%xKSH1j3D3>7-nv=Y#YJCY9;2dC7GtQsaMjnV;fgH>s^9NrmzS3ZooO&x-5)e=
z(A3;4C@0tFJzekM?c36CZ*M=oHT$}NxOjU<2gi@!zpwv_JOAs)uV0`$N>x==f4tlM
zJ|Q)=_0FA`-bxpDcV!(N9zH(44O_MxIWbY$^x2x_%iDRS%@V%7xmi$Ne*DVH;EA(m
zcXxDffR+_?i|gktQ@(04zvdGspS)eq!^7>$Dk>~fr%nZp*gkmkrswo@eeJiq%HQ|-
z+y52O4qxX|R<`Zao=I!g=%}cvft=tyU5}LkG!%C1*s)Waqo19f-Tvc81!!y{E-r4v
zwrzP6YgLtgtxtedv~jPVyno-{$}OJs{oUPDn;q2r=kYMy*j1{{#wXK}zyGfo=*o>R
zU%r5*H6)GG4xByfn|tP!-om1i5|^498_*ei7cK-uL`Q?1`Rv)V8OG^-QMa$I4u5=Y
zZS;>v-TDDRL7?l3moluh`gUff@x_JC>@Dr>$w#|HUtCzoe6Qj$Z%cc-_IZYtnf0%`
zu3ufZtahzbd10YrQIXL!z1S|(>}wC6PLDsftMv7R$&(j{H833b^z=07LMGqYW}4}9
z-n@AOIvo1P&!3D8O3KQGkB)GvsHm*C8}k3}_xp#B9%Tg$8vpzI`}J0T7nj_rDpJMU
q<-jeQKxJCDkvcj$@HVzS*GHdU{^ao)ohu9s3=E#GelF{r5}E*bVn)pX
literal 0
HcmV?d00001
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105044Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt b/Code/MonoMutliViewClassifiers/Results/20160901-105044Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
new file mode 100644
index 00000000..5b30fdbd
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105044Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
@@ -0,0 +1,131 @@
+ Result for Multiview classification with Mumbo
+
+Average accuracy :
+ -On Train : 72.7695603132
+ -On Test : 41.4285714286
+ -On Validation : 69.2134831461Dataset info :
+ -Dataset name : Fake
+ -Labels : Methyl, MiRNA_, RNASeq, Clinic
+ -Views : View0 of shape (300, 20), View1 of shape (300, 12), View2 of shape (300, 8), View3 of shape (300, 20)
+ -5 folds
+ - Validation set length : 89 for learning rate : 0.7 on a total number of examples of 300
+
+
+
+Mumbo configuration :
+ -Used 1 core(s)
+ -Iterations : min 1, max 10, threshold 0.1
+ -Weak Classifiers : DecisionTree with depth 3, sub-sampled at 1.0 on View0
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View1
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View2
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View3
+
+
+
+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
+ Fold 3 0:00:02 0:00:00
+ Fold 4 0:00:03 0:00:00
+ Fold 5 0:00:04 0:00:00
+ Total 0:00:13 0:00:01
+ So a total classification time of 0:00:05.
+
+
+
+Mean average accuracies and stats for each fold :
+ - Fold 0, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.2
+ - Percentage of time chosen : 0.9
+ - On View1 :
+ - Mean average Accuracy : 0.197765363128
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.179888268156
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.193296089385
+ - Percentage of time chosen : 0.1
+ - Fold 1, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.197777777778
+ - Percentage of time chosen : 1.0
+ - On View1 :
+ - Mean average Accuracy : 0.173333333333
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.191111111111
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.19
+ - Percentage of time chosen : 0.0
+ - Fold 2, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.193956043956
+ - Percentage of time chosen : 0.9
+ - On View1 :
+ - Mean average Accuracy : 0.163186813187
+ - Percentage of time chosen : 0.1
+ - On View2 :
+ - Mean average Accuracy : 0.187362637363
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.192307692308
+ - Percentage of time chosen : 0.0
+ - Fold 3, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.169945355191
+ - Percentage of time chosen : 0.7
+ - On View1 :
+ - Mean average Accuracy : 0.186885245902
+ - Percentage of time chosen : 0.1
+ - On View2 :
+ - Mean average Accuracy : 0.189071038251
+ - Percentage of time chosen : 0.2
+ - On View3 :
+ - Mean average Accuracy : 0.193989071038
+ - Percentage of time chosen : 0.0
+ - Fold 4, used 4
+ - On View0 :
+ - Mean average Accuracy : 0.202732240437
+ - Percentage of time chosen : 0.9
+ - On View1 :
+ - Mean average Accuracy : 0.167759562842
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.175956284153
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.17650273224
+ - Percentage of time chosen : 0.1
+
+ For each iteration :
+ - Iteration 4
+ Fold 1
+ Accuracy on train : 49.7206703911
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 2
+ Accuracy on train : 48.8888888889
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 3
+ Accuracy on train : 48.9010989011
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 4
+ Accuracy on train : 49.7267759563
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 5
+ Accuracy on train : 47.5409836066
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
\ No newline at end of file
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105410-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-105410-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..6d2c71fb
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105410-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,82 @@
+2016-09-01 10:54:10,389 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:54:10,391 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:54:10,391 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:54:10,391 INFO: Info: Shape of View0 :(300, 6)
+2016-09-01 10:54:10,391 INFO: Info: Shape of View1 :(300, 18)
+2016-09-01 10:54:10,392 INFO: Info: Shape of View2 :(300, 12)
+2016-09-01 10:54:10,392 INFO: Info: Shape of View3 :(300, 15)
+2016-09-01 10:54:10,392 INFO: Done: Read Database Files
+2016-09-01 10:54:10,392 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:54:10,396 INFO: Done: Determine validation split
+2016-09-01 10:54:10,396 INFO: Start: Determine 5 folds
+2016-09-01 10:54:10,403 INFO: Info: Length of Learning Sets: 169
+2016-09-01 10:54:10,404 INFO: Info: Length of Testing Sets: 42
+2016-09-01 10:54:10,404 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:54:10,404 INFO: Done: Determine folds
+2016-09-01 10:54:10,404 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:54:10,404 INFO: Start: Fold number 1
+2016-09-01 10:54:10,435 DEBUG: Start: Iteration 1
+2016-09-01 10:54:10,442 DEBUG: View 0 : 0.478021978022
+2016-09-01 10:54:10,450 DEBUG: View 1 : 0.510989010989
+2016-09-01 10:54:10,456 DEBUG: View 2 : 0.489010989011
+2016-09-01 10:54:10,464 DEBUG: View 3 : 0.521978021978
+2016-09-01 10:54:10,500 DEBUG: Best view : View2
+2016-09-01 10:54:10,581 DEBUG: Start: Iteration 2
+2016-09-01 10:54:10,588 DEBUG: View 0 : 0.692307692308
+2016-09-01 10:54:10,596 DEBUG: View 1 : 0.637362637363
+2016-09-01 10:54:10,604 DEBUG: View 2 : 0.648351648352
+2016-09-01 10:54:10,611 DEBUG: View 3 : 0.659340659341
+2016-09-01 10:54:10,653 DEBUG: Best view : View0
+2016-09-01 10:54:10,804 DEBUG: Start: Iteration 3
+2016-09-01 10:54:10,818 DEBUG: View 0 : 0.692307692308
+2016-09-01 10:54:10,825 DEBUG: View 1 : 0.637362637363
+2016-09-01 10:54:10,834 DEBUG: View 2 : 0.648351648352
+2016-09-01 10:54:10,841 DEBUG: View 3 : 0.659340659341
+2016-09-01 10:54:10,886 DEBUG: Best view : View0
+2016-09-01 10:54:11,099 DEBUG: Start: Iteration 4
+2016-09-01 10:54:11,106 DEBUG: View 0 : 0.686813186813
+2016-09-01 10:54:11,113 DEBUG: View 1 : 0.642857142857
+2016-09-01 10:54:11,121 DEBUG: View 2 : 0.664835164835
+2016-09-01 10:54:11,128 DEBUG: View 3 : 0.675824175824
+2016-09-01 10:54:11,175 DEBUG: Best view : View2
+2016-09-01 10:54:11,453 DEBUG: Start: Iteration 5
+2016-09-01 10:54:11,460 DEBUG: View 0 : 0.686813186813
+2016-09-01 10:54:11,468 DEBUG: View 1 : 0.642857142857
+2016-09-01 10:54:11,475 DEBUG: View 2 : 0.664835164835
+2016-09-01 10:54:11,482 DEBUG: View 3 : 0.675824175824
+2016-09-01 10:54:11,532 DEBUG: Best view : View2
+2016-09-01 10:54:11,878 DEBUG: Start: Iteration 6
+2016-09-01 10:54:11,885 DEBUG: View 0 : 0.675824175824
+2016-09-01 10:54:11,892 DEBUG: View 1 : 0.752747252747
+2016-09-01 10:54:11,899 DEBUG: View 2 : 0.659340659341
+2016-09-01 10:54:11,907 DEBUG: View 3 : 0.631868131868
+2016-09-01 10:54:11,958 DEBUG: Best view : View1
+2016-09-01 10:54:12,361 DEBUG: Start: Iteration 7
+2016-09-01 10:54:12,368 DEBUG: View 0 : 0.631868131868
+2016-09-01 10:54:12,376 DEBUG: View 1 : 0.637362637363
+2016-09-01 10:54:12,383 DEBUG: View 2 : 0.664835164835
+2016-09-01 10:54:12,390 DEBUG: View 3 : 0.631868131868
+2016-09-01 10:54:12,445 DEBUG: Best view : View2
+2016-09-01 10:54:12,926 DEBUG: Start: Iteration 8
+2016-09-01 10:54:12,933 DEBUG: View 0 : 0.631868131868
+2016-09-01 10:54:12,940 DEBUG: View 1 : 0.637362637363
+2016-09-01 10:54:12,947 DEBUG: View 2 : 0.631868131868
+2016-09-01 10:54:12,955 DEBUG: View 3 : 0.626373626374
+2016-09-01 10:54:13,013 DEBUG: Best view : View0
+2016-09-01 10:54:13,569 DEBUG: Start: Iteration 9
+2016-09-01 10:54:13,576 DEBUG: View 0 : 0.565934065934
+2016-09-01 10:54:13,584 DEBUG: View 1 : 0.626373626374
+2016-09-01 10:54:13,591 DEBUG: View 2 : 0.648351648352
+2016-09-01 10:54:13,599 DEBUG: View 3 : 0.626373626374
+2016-09-01 10:54:13,660 DEBUG: Best view : View1
+2016-09-01 10:54:14,257 DEBUG: Start: Iteration 10
+2016-09-01 10:54:14,263 DEBUG: View 0 : 0.56043956044
+2016-09-01 10:54:14,271 DEBUG: View 1 : 0.615384615385
+2016-09-01 10:54:14,278 DEBUG: View 2 : 0.648351648352
+2016-09-01 10:54:14,286 DEBUG: View 3 : 0.659340659341
+2016-09-01 10:54:14,350 DEBUG: Best view : View2
+2016-09-01 10:54:15,015 DEBUG: Start: Iteration 11
+2016-09-01 10:54:15,022 DEBUG: View 0 : 0.56043956044
+2016-09-01 10:54:15,030 DEBUG: View 1 : 0.653846153846
+2016-09-01 10:54:15,037 DEBUG: View 2 : 0.648351648352
+2016-09-01 10:54:15,044 DEBUG: View 3 : 0.675824175824
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105429-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-105429-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..cfda59e6
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105429-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,82 @@
+2016-09-01 10:54:29,271 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:54:29,273 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:54:29,273 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:54:29,273 INFO: Info: Shape of View0 :(300, 12)
+2016-09-01 10:54:29,273 INFO: Info: Shape of View1 :(300, 16)
+2016-09-01 10:54:29,274 INFO: Info: Shape of View2 :(300, 20)
+2016-09-01 10:54:29,274 INFO: Info: Shape of View3 :(300, 5)
+2016-09-01 10:54:29,274 INFO: Done: Read Database Files
+2016-09-01 10:54:29,275 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:54:29,278 INFO: Done: Determine validation split
+2016-09-01 10:54:29,278 INFO: Start: Determine 5 folds
+2016-09-01 10:54:29,285 INFO: Info: Length of Learning Sets: 169
+2016-09-01 10:54:29,285 INFO: Info: Length of Testing Sets: 41
+2016-09-01 10:54:29,285 INFO: Info: Length of Validation Set: 90
+2016-09-01 10:54:29,285 INFO: Done: Determine folds
+2016-09-01 10:54:29,286 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:54:29,286 INFO: Start: Fold number 1
+2016-09-01 10:54:29,318 DEBUG: Start: Iteration 1
+2016-09-01 10:54:29,325 DEBUG: View 0 : 0.513966480447
+2016-09-01 10:54:29,332 DEBUG: View 1 : 0.513966480447
+2016-09-01 10:54:29,338 DEBUG: View 2 : 0.513966480447
+2016-09-01 10:54:29,345 DEBUG: View 3 : 0.513966480447
+2016-09-01 10:54:29,382 DEBUG: Best view : View0
+2016-09-01 10:54:29,484 DEBUG: Start: Iteration 2
+2016-09-01 10:54:29,491 DEBUG: View 0 : 0.72625698324
+2016-09-01 10:54:29,499 DEBUG: View 1 : 0.720670391061
+2016-09-01 10:54:29,506 DEBUG: View 2 : 0.675977653631
+2016-09-01 10:54:29,514 DEBUG: View 3 : 0.620111731844
+2016-09-01 10:54:29,557 DEBUG: Best view : View0
+2016-09-01 10:54:29,710 DEBUG: Start: Iteration 3
+2016-09-01 10:54:29,722 DEBUG: View 0 : 0.72625698324
+2016-09-01 10:54:29,731 DEBUG: View 1 : 0.720670391061
+2016-09-01 10:54:29,738 DEBUG: View 2 : 0.675977653631
+2016-09-01 10:54:29,745 DEBUG: View 3 : 0.620111731844
+2016-09-01 10:54:29,788 DEBUG: Best view : View0
+2016-09-01 10:54:29,998 DEBUG: Start: Iteration 4
+2016-09-01 10:54:30,005 DEBUG: View 0 : 0.698324022346
+2016-09-01 10:54:30,013 DEBUG: View 1 : 0.692737430168
+2016-09-01 10:54:30,020 DEBUG: View 2 : 0.664804469274
+2016-09-01 10:54:30,027 DEBUG: View 3 : 0.63687150838
+2016-09-01 10:54:30,073 DEBUG: Best view : View0
+2016-09-01 10:54:30,348 DEBUG: Start: Iteration 5
+2016-09-01 10:54:30,355 DEBUG: View 0 : 0.698324022346
+2016-09-01 10:54:30,363 DEBUG: View 1 : 0.692737430168
+2016-09-01 10:54:30,370 DEBUG: View 2 : 0.664804469274
+2016-09-01 10:54:30,377 DEBUG: View 3 : 0.63687150838
+2016-09-01 10:54:30,424 DEBUG: Best view : View0
+2016-09-01 10:54:30,755 DEBUG: Start: Iteration 6
+2016-09-01 10:54:30,762 DEBUG: View 0 : 0.698324022346
+2016-09-01 10:54:30,770 DEBUG: View 1 : 0.720670391061
+2016-09-01 10:54:30,777 DEBUG: View 2 : 0.631284916201
+2016-09-01 10:54:30,784 DEBUG: View 3 : 0.664804469274
+2016-09-01 10:54:30,835 DEBUG: Best view : View1
+2016-09-01 10:54:31,231 DEBUG: Start: Iteration 7
+2016-09-01 10:54:31,238 DEBUG: View 0 : 0.72625698324
+2016-09-01 10:54:31,246 DEBUG: View 1 : 0.72625698324
+2016-09-01 10:54:31,253 DEBUG: View 2 : 0.631284916201
+2016-09-01 10:54:31,260 DEBUG: View 3 : 0.620111731844
+2016-09-01 10:54:31,314 DEBUG: Best view : View1
+2016-09-01 10:54:31,790 DEBUG: Start: Iteration 8
+2016-09-01 10:54:31,797 DEBUG: View 0 : 0.715083798883
+2016-09-01 10:54:31,804 DEBUG: View 1 : 0.703910614525
+2016-09-01 10:54:31,812 DEBUG: View 2 : 0.653631284916
+2016-09-01 10:54:31,819 DEBUG: View 3 : 0.614525139665
+2016-09-01 10:54:31,875 DEBUG: Best view : View0
+2016-09-01 10:54:32,409 DEBUG: Start: Iteration 9
+2016-09-01 10:54:32,416 DEBUG: View 0 : 0.72625698324
+2016-09-01 10:54:32,423 DEBUG: View 1 : 0.720670391061
+2016-09-01 10:54:32,430 DEBUG: View 2 : 0.653631284916
+2016-09-01 10:54:32,437 DEBUG: View 3 : 0.642458100559
+2016-09-01 10:54:32,495 DEBUG: Best view : View0
+2016-09-01 10:54:33,083 DEBUG: Start: Iteration 10
+2016-09-01 10:54:33,090 DEBUG: View 0 : 0.72625698324
+2016-09-01 10:54:33,098 DEBUG: View 1 : 0.720670391061
+2016-09-01 10:54:33,105 DEBUG: View 2 : 0.653631284916
+2016-09-01 10:54:33,112 DEBUG: View 3 : 0.625698324022
+2016-09-01 10:54:33,173 DEBUG: Best view : View1
+2016-09-01 10:54:33,823 DEBUG: Start: Iteration 11
+2016-09-01 10:54:33,830 DEBUG: View 0 : 0.709497206704
+2016-09-01 10:54:33,837 DEBUG: View 1 : 0.720670391061
+2016-09-01 10:54:33,845 DEBUG: View 2 : 0.653631284916
+2016-09-01 10:54:33,851 DEBUG: View 3 : 0.625698324022
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105445-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-105445-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..d7ae5ff5
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105445-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,82 @@
+2016-09-01 10:54:45,591 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:54:45,593 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:54:45,593 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:54:45,594 INFO: Info: Shape of View0 :(300, 14)
+2016-09-01 10:54:45,594 INFO: Info: Shape of View1 :(300, 14)
+2016-09-01 10:54:45,595 INFO: Info: Shape of View2 :(300, 18)
+2016-09-01 10:54:45,595 INFO: Info: Shape of View3 :(300, 9)
+2016-09-01 10:54:45,595 INFO: Done: Read Database Files
+2016-09-01 10:54:45,595 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:54:45,599 INFO: Done: Determine validation split
+2016-09-01 10:54:45,599 INFO: Start: Determine 5 folds
+2016-09-01 10:54:45,606 INFO: Info: Length of Learning Sets: 169
+2016-09-01 10:54:45,606 INFO: Info: Length of Testing Sets: 42
+2016-09-01 10:54:45,606 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:54:45,606 INFO: Done: Determine folds
+2016-09-01 10:54:45,606 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:54:45,606 INFO: Start: Fold number 1
+2016-09-01 10:54:45,638 DEBUG: Start: Iteration 1
+2016-09-01 10:54:45,646 DEBUG: View 0 : 0.497175141243
+2016-09-01 10:54:45,653 DEBUG: View 1 : 0.525423728814
+2016-09-01 10:54:45,660 DEBUG: View 2 : 0.474576271186
+2016-09-01 10:54:45,667 DEBUG: View 3 : 0.480225988701
+2016-09-01 10:54:45,702 DEBUG: Best view : View2
+2016-09-01 10:54:45,782 DEBUG: Start: Iteration 2
+2016-09-01 10:54:45,790 DEBUG: View 0 : 0.649717514124
+2016-09-01 10:54:45,797 DEBUG: View 1 : 0.717514124294
+2016-09-01 10:54:45,805 DEBUG: View 2 : 0.64406779661
+2016-09-01 10:54:45,812 DEBUG: View 3 : 0.723163841808
+2016-09-01 10:54:45,851 DEBUG: Best view : View3
+2016-09-01 10:54:45,997 DEBUG: Start: Iteration 3
+2016-09-01 10:54:46,012 DEBUG: View 0 : 0.649717514124
+2016-09-01 10:54:46,019 DEBUG: View 1 : 0.717514124294
+2016-09-01 10:54:46,027 DEBUG: View 2 : 0.64406779661
+2016-09-01 10:54:46,034 DEBUG: View 3 : 0.723163841808
+2016-09-01 10:54:46,077 DEBUG: Best view : View3
+2016-09-01 10:54:46,284 DEBUG: Start: Iteration 4
+2016-09-01 10:54:46,291 DEBUG: View 0 : 0.700564971751
+2016-09-01 10:54:46,298 DEBUG: View 1 : 0.700564971751
+2016-09-01 10:54:46,306 DEBUG: View 2 : 0.655367231638
+2016-09-01 10:54:46,313 DEBUG: View 3 : 0.655367231638
+2016-09-01 10:54:46,358 DEBUG: Best view : View0
+2016-09-01 10:54:46,630 DEBUG: Start: Iteration 5
+2016-09-01 10:54:46,637 DEBUG: View 0 : 0.700564971751
+2016-09-01 10:54:46,644 DEBUG: View 1 : 0.700564971751
+2016-09-01 10:54:46,652 DEBUG: View 2 : 0.655367231638
+2016-09-01 10:54:46,659 DEBUG: View 3 : 0.655367231638
+2016-09-01 10:54:46,708 DEBUG: Best view : View0
+2016-09-01 10:54:47,037 DEBUG: Start: Iteration 6
+2016-09-01 10:54:47,044 DEBUG: View 0 : 0.717514124294
+2016-09-01 10:54:47,051 DEBUG: View 1 : 0.700564971751
+2016-09-01 10:54:47,059 DEBUG: View 2 : 0.598870056497
+2016-09-01 10:54:47,065 DEBUG: View 3 : 0.666666666667
+2016-09-01 10:54:47,116 DEBUG: Best view : View0
+2016-09-01 10:54:47,507 DEBUG: Start: Iteration 7
+2016-09-01 10:54:47,514 DEBUG: View 0 : 0.64406779661
+2016-09-01 10:54:47,521 DEBUG: View 1 : 0.734463276836
+2016-09-01 10:54:47,528 DEBUG: View 2 : 0.598870056497
+2016-09-01 10:54:47,536 DEBUG: View 3 : 0.677966101695
+2016-09-01 10:54:47,588 DEBUG: Best view : View1
+2016-09-01 10:54:48,053 DEBUG: Start: Iteration 8
+2016-09-01 10:54:48,060 DEBUG: View 0 : 0.632768361582
+2016-09-01 10:54:48,067 DEBUG: View 1 : 0.734463276836
+2016-09-01 10:54:48,075 DEBUG: View 2 : 0.655367231638
+2016-09-01 10:54:48,082 DEBUG: View 3 : 0.700564971751
+2016-09-01 10:54:48,138 DEBUG: Best view : View1
+2016-09-01 10:54:48,671 DEBUG: Start: Iteration 9
+2016-09-01 10:54:48,678 DEBUG: View 0 : 0.649717514124
+2016-09-01 10:54:48,685 DEBUG: View 1 : 0.677966101695
+2016-09-01 10:54:48,692 DEBUG: View 2 : 0.621468926554
+2016-09-01 10:54:48,699 DEBUG: View 3 : 0.655367231638
+2016-09-01 10:54:48,757 DEBUG: Best view : View1
+2016-09-01 10:54:49,338 DEBUG: Start: Iteration 10
+2016-09-01 10:54:49,345 DEBUG: View 0 : 0.655367231638
+2016-09-01 10:54:49,352 DEBUG: View 1 : 0.677966101695
+2016-09-01 10:54:49,360 DEBUG: View 2 : 0.621468926554
+2016-09-01 10:54:49,366 DEBUG: View 3 : 0.655367231638
+2016-09-01 10:54:49,428 DEBUG: Best view : View1
+2016-09-01 10:54:50,074 DEBUG: Start: Iteration 11
+2016-09-01 10:54:50,081 DEBUG: View 0 : 0.672316384181
+2016-09-01 10:54:50,089 DEBUG: View 1 : 0.717514124294
+2016-09-01 10:54:50,096 DEBUG: View 2 : 0.621468926554
+2016-09-01 10:54:50,103 DEBUG: View 3 : 0.655367231638
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105508-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-105508-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..6be9cf66
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105508-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,166 @@
+2016-09-01 10:55:08,231 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:55:08,233 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:55:08,233 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:55:08,233 INFO: Info: Shape of View0 :(300, 20)
+2016-09-01 10:55:08,234 INFO: Info: Shape of View1 :(300, 16)
+2016-09-01 10:55:08,234 INFO: Info: Shape of View2 :(300, 5)
+2016-09-01 10:55:08,235 INFO: Info: Shape of View3 :(300, 13)
+2016-09-01 10:55:08,235 INFO: Done: Read Database Files
+2016-09-01 10:55:08,235 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:55:08,238 INFO: Done: Determine validation split
+2016-09-01 10:55:08,238 INFO: Start: Determine 5 folds
+2016-09-01 10:55:08,244 INFO: Info: Length of Learning Sets: 169
+2016-09-01 10:55:08,244 INFO: Info: Length of Testing Sets: 42
+2016-09-01 10:55:08,244 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:55:08,244 INFO: Done: Determine folds
+2016-09-01 10:55:08,244 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:55:08,244 INFO: Start: Fold number 1
+2016-09-01 10:55:08,275 INFO: Start: Classification
+2016-09-01 10:55:08,276 INFO: Done: Fold number 1
+2016-09-01 10:55:08,277 INFO: Start: Fold number 2
+2016-09-01 10:55:08,307 INFO: Start: Classification
+2016-09-01 10:55:08,308 INFO: Done: Fold number 2
+2016-09-01 10:55:08,308 INFO: Start: Fold number 3
+2016-09-01 10:55:08,341 INFO: Start: Classification
+2016-09-01 10:55:08,343 INFO: Done: Fold number 3
+2016-09-01 10:55:08,343 INFO: Start: Fold number 4
+2016-09-01 10:55:08,374 INFO: Start: Classification
+2016-09-01 10:55:08,375 INFO: Done: Fold number 4
+2016-09-01 10:55:08,375 INFO: Start: Fold number 5
+2016-09-01 10:55:08,407 INFO: Start: Classification
+2016-09-01 10:55:08,409 INFO: Done: Fold number 5
+2016-09-01 10:55:08,409 INFO: Done: Classification
+2016-09-01 10:55:08,409 INFO: Info: Time for Classification: 0[s]
+2016-09-01 10:55:08,409 INFO: Start: Result Analysis for Mumbo
+2016-09-01 10:55:08,585 INFO: Result for Multiview classification with Mumbo
+
+Average accuracy :
+ -On Train : 50.7207557873
+ -On Test : 50.0
+ -On Validation : 50.5617977528Dataset info :
+ -Dataset name : Fake
+ -Labels : Methyl, MiRNA_, RNASeq, Clinic
+ -Views : View0 of shape (300, 20), View1 of shape (300, 16), View2 of shape (300, 5), View3 of shape (300, 13)
+ -5 folds
+ - Validation set length : 89 for learning rate : 0.7 on a total number of examples of 300
+
+
+
+Mumbo configuration :
+ -Used 1 core(s)
+ -Iterations : min 1, max 10, threshold 0.0001
+ -Weak Classifiers : DecisionTree with depth 3, sub-sampled at 1.0 on View0
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View1
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View2
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View3
+
+
+
+Computation time on 1 cores :
+ Database extraction time : 0:00:00
+ Learn Prediction
+ Fold 1 0:00:00 0:00:00
+ Fold 2 0:00:00 0:00:00
+ Fold 3 0:00:00 0:00:00
+ Fold 4 0:00:00 0:00:00
+ Fold 5 0:00:00 0:00:00
+ Total 0:00:00 0:00:00
+ So a total classification time of 0:00:00.
+
+
+
+Mean average accuracies and stats for each fold :
+ - Fold 0, used 1
+ - On View0 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 1.0
+ - On View1 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - Fold 1, used 1
+ - On View0 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 1.0
+ - On View1 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - Fold 2, used 1
+ - On View0 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 1.0
+ - On View1 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - Fold 3, used 1
+ - On View0 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 1.0
+ - On View1 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - Fold 4, used 1
+ - On View0 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 1.0
+ - On View1 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+
+ For each iteration :
+ - Iteration 1
+ Fold 1
+ Accuracy on train : 51.912568306
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 2
+ Accuracy on train : 50.2762430939
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 3
+ Accuracy on train : 49.4565217391
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 4
+ Accuracy on train : 50.5617977528
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 5
+ Accuracy on train : 51.3966480447
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+2016-09-01 10:55:08,814 INFO: Done: Result Analysis
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105508Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png b/Code/MonoMutliViewClassifiers/Results/20160901-105508Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png
new file mode 100644
index 0000000000000000000000000000000000000000..13cbf53a6e83716aeba71b9c26fa985906bca2c8
GIT binary patch
literal 47961
zcmeAS@N?(olHy`uVBq!ia0y~yU{+vYV2a>iV_;yIRn}C%z`(##?Bp53!NI{%!;#X#
zz`(#+;1OBOz`&mf!i+2ImuE6CC@^@sIEGZrd2_ci=IqV?>>sZ0J=zm{!XUUa=*nI1
zYLD$lg%Vp%SRFEuHcpdJ<mr`sEn%W8xQQ?IO;?TYjEut_Q@RwZw_N)6@9)L+pWj|v
zo0t0N<J`}G+`oUeoL_wI`JD65cReq*doIH$C}`357=ol4Klr9MKsh_=`R_42gh*Jd
zyZC{P<9MMA81=T9J3z(zvQ73d9)gO;EPlu<05^*_zo7u4Ugmm61#=6`ShvH{3Q+Om
zrc$F;NPz<CPV}J*7X;>7l{$HPa^5a`c1Dt;)#=PE)794=pPy&jEv)Xh;k=}z<b{hD
zR~FlC%e~#U(7FBEPmB8c`jR&{1jWR}3`|X1w{A7Pwl=!`(xppQ$3yjujfHD}eOYPf
zlar(4)-M<P-XtkGS#kR5g#j8DmU@eC$-OPc)yl-x%A_5>ZcX`~^@rPdr8ktljbd=9
zsj>O?_V)2_Q>RRE&=66wx8Hy6V_SRs;iE^FI#y<T)Gb=PIC5t9(WEmo44ID}J<5Bk
zf7zF>Ukm^K`s(JndS6phlR?sv4lDWa`&F@ft4!zFR0h5MH`6#B<U^;08?J4#E_oqP
z_3aI(u&{7NW#!e^zpflPJzam{;>FERo}^5DJ9FmDjGLQO=h;@b{rvoVb<ASkr|;kM
zCnqPDyuT;QEv{FS`?2WGe!={Pf;-Vp3IYcX9AIeYlTEt4E$3!a+}^6plA4eZkv@6*
zIMs8%o-MUI)+gJ2<3_}tJ(a@M-`*UYXIuT@sCfJpZ9Rq;cXk?|n`axHEWypq{pQxz
z)%P+ZA|e#*?Bogy3nTVa82<YDx_!qEiz7#mCVqQ!Q!BA^#l4qTjvtq=?>TSxo5vy2
zIrII!y;{FtNBi^IZd>>>P(x%#%}=98j~*3#eHHrW@Avy0JUlr8b^orLJlnfF>#CMb
z)t42w{w{XwJ=DrAzF_(C@MIfHOUoHXsa$;Wc0Es?q-@E*FXug7Z*6g%$;WrQ-ygbt
zTl(O^gIc$potz8`9yn~tzRm}d4tMsOdwIG4;|B+uf4pA5zu@gH(?9=yzqcrTbtSuV
z_TzuOpzL-}Nm$*_B_Ke6LBZNuT3kP_W%usgUNfd@haWn2jBVPqX%Yqr4Dask?LKnE
zCFj-_&V>sX255-9v9DD+w8*tPAu|&cKi3>0cNVEG^P79>QO(CktR<zTAOHOPe7#Js
zt*!0Grc`dTygMCp=EyJ{I5}DU;fog?aeJ!{9y`Vs7#OHiQ&3>=q{uSGNOH}ZH3iSl
z$xe-%GhIJE>B@>gflikRr=PBgIXBOiduPnKM>qG?S}zIGOfizQv9Xyjb0+74HR;EX
z9%a3E@7@Ftl?|IVIaO6vt$qIR`Ez!Cef=FfcRH#FJ^c9ixQCzLu?9xwgxp--nLf)t
zJ+@R+WBdE-YxC5pqB^>|g%1uiY85_v@??Q?JKvgekA(pVhgvup8n$dPnK5hDrY+CU
z%xpe$#z!Y|6U)Sj69Y6vemt4%&oJfc`(354K}ISoE4Q??tgvlgv`EQkwi&OQn%ah~
zTi0G%!Oh8;czw#`$->pAWJN?+#KpxcDk=`#xg+!U*Vn`M>;K<<@W&+k8c$SI6vL@k
zTNf-?5NAK<@87?PX=%r**1WsFfBiOfH+OgT@9*!Y&)=SV``Eiq)9h<2dUtQxB4V6&
zreWt!%O^#aYu2m@2nuRCbjWGP?%jt^o#GPeWO;n7_wecI`iu+{Cr+Gj`soa_T&dk`
z>tlDfeSCb}S!v>dd-vq{<?YsN%(=QU#=idVSMi2hueUCeulvDx?b@{s8#Xlb_VVh*
z@8e;J*ioP;XIs_6Z~sSttF`H9?8N3~W~=gdG1<(2PE1r@^R96dTS+NDyPRE3$3o|J
zC#|VYT2qrwPt(nrzi*$Nm~Iq{wY9Z`q@<#Pf<vy%WHnzW504J7eND~HA1}JgGcwfF
z)NDvR%*K$KYMOpd=EjX14hsVg+`cV+^X5&{d)?df@27o#bZ>99Vcs2!J)h56S3I9v
zZczB>2%GJX2RrI*A6dLxdtqyKxR;NQ%0v&BnKNf@$-JyK%RFCBH)>1Az8{acm6W)6
zd6#MiFAK=b)D#rVy}xfR8=s7a%Mzi!4h>t|xhzbKvNjbHIy(B~?fsT5Tjt{O<<HOJ
zs`q=pzc|`0?&7kg>TA}o7mNElIx=2gTWeDCB4BIfoh_Ndx-mNf-tIf~a(edVWxTPw
zN;>oI@AKWZZQGQ|lbu~$G&MD^>?}^#($QIBoPI7~d*0m_4-dDyxP$}*IIyy^PMJ5)
z&&tZm#iiuK1IMEB^7M~ssi}g3fgvFxC!ZE6DebEIs#W^xN~e*rac9Si-S77;{`dFy
z=FeHTx9O&)qzDLJG{0Zte0iB~@X6J?is#$c+r51K`toFT|Bj9oD^_&q=;*w-wl><u
zWy<vF?$4e*6OotqKR?e_xz)+BU(QxZX_0%s+{AtR?5x*!y?Oig<)K#YFHcSiPdfc{
zO&$|7bLO!gNu9Ur_x<YX=rGH_=cDY_lW<&ITzs;F!h-pAzdAcQ*2V62TN}MSEZEp3
z`}#Unb8~YoP0fXe4mrKLyW4!{jvWGm7jJG(KY93Yb5~baN5_jZGmTZIdPUAUJKH?{
z`L3LsMp6a|4$YsPU8c;M<rTDYO4PO-&*Wo0i7&HXeSCcU%D&p_s;{p^1*gUux3;#1
z#KibGEu8S_)2E0CSy|a#<?rPL1z)~=dGX1~$&oTuRaGLw!ojNlyr=6;jL=D&fBL=X
zqW^K#E-w4_?b}lH)JsXJtD|GVGT+&krfP?GbY#4{vvbMn)!v$#nl3ITrLRIjNkuR-
zZky@V^RrB|SFOE%>eTvprA7Atel)u%3I1NQe7XDe_3`1=F|JirRbQ^h*N5)@|NH&^
z<ui@bH=VzE^X8Q;nZa8V+xg}FxW#l7loqk`%UxiXuW{J8aih-M$jxbjfj4ch>?+MJ
z^AA;<eDcMKiOMc6CGYN7zPhxO`?h)6n}}aOpU>~?$oTl^=$4wFMceWp9%}va^Z9(?
ziD}=H{{Q=%`TyVFH$R-)`6h1OT)Z{)U}4PJE%!^9J09;a`tslZV@*wsfQ(GfhYtmB
z?(7t{E_;)Zc<9iff}fvKHAJ`=QvEZttBUTdi8QXLs$ycu$;~bN{VkWlVYXTBhllO*
zpj`Un&*$?S3m?1n-kZAaMt0Ek&sKGREP{fAFYYeS-{u<~EnWWZ&cTa|-5)-F+}tN?
z&7@JicahP`kgg?5RL;z?6y96?9aOBYYU%9ia{B-8@5PnD>I|v=3Db2V4_(^4b!%&5
zBjfMtzrVgp%{{!pvH8Nj+G+-epdg`1lO{cQ`t;}{T@8%`UteD@{QfTX&c0gdyu7@e
z`2iY7&dxT!xpQi9S=q6b!OKAv!k72=<vBSyJ-ob}TwGk{9@|n;UCqpJ=ImKUhJHEQ
zRg=O}QdExh%kwV`;8+;Y(J8F1WMU%XaC1jvOAAXxWaLI0``TYqdQTP<6f|tyXvlEj
z`t|MC!m~_H@-vjYzQ)VR$$8@R>E`X*%?}+uY*_Q7p!a;VyE}VZTib_^9~*;K9y!p+
z{PExK_p5srYPnCHcgKI8jU>Z`h0g31RaHtxMw?Ep?mKqun1+VNfhQ*?U)-J_&m&_Y
z;BeD+d(u%Z8S640RaMm!=gzq~Ix<?HyK+S&X`=)~LS|+sD3N{Th=`0_xkqiK=gn&&
z_RIa}uiF-<-QC&g=-|LG&$gN^H#b*BRdwNx9TK;0-O4)sV!oK5U}Nd)Ym5x{s^8m!
z>{n81s@>izY0Sp3VD;*5z1Up}y1Kl(cI^s%G}9zg2-MPHWM)&au$b{RE<{XBtgWeu
z>CMf}><*Fr9+fxuudAN;*y8L*Hjd+aQ)_B!76fQqSnSUK?eJ0=!NhlWcD@m9z6C0F
z-{kA+>Q0qUpI`HdlZ{`lN6xltLGtmw2_7ozpR;J~sQj!Jx38vC&bCTHO^r=YPfv??
z)vgz}wra17-`@vneq31@Ji|DhPe@q!wTS!Cw%%#erX6FRAH6N-<Uci~7q4C^>FKTW
z+Tq;J=cqMx)t;y@*`-09KR-Wz{C@xcV=pc)zPQkteU43~(Ep$3>pz^<-=8r>ztLeq
zk)PATfW^hDZe*w``OGrm>=x5q^>xRsx+T}t?RBHJG)$i^?&R$J`U=CvOP8E{e0a{y
zx9>MjKX>5PEvet%-ZpRDYRa%8=Jooxy{k;`tNYJ8ay`DDx6z>?aIstBxjB|Q>i$|S
zTC}L(*O$zi&u7go>i^j+TC_+&R<`%Wiwu+edoruT*B@);7LSOTy57)t{mxgXw&{Hh
zzI(VMe0^Nvkq*I*zP`2)E!VIxF{_dn4TlanU1O+}<>BEecz4J0o29NUuYApiMz_kf
ze<CjzNn4lcJUc(X|I3$>H~06;hp&qXl<w;Q)r()=-rj!7&i9=wGc$8aO3H@hOP4R-
zJj~Pg_*Gv&<HH@>eV(72D<~ka;M?AGe}8{a<18{VlA+<zqa+m-6$XZ=?RmZ8`f)2-
z*8f?&>`{7fa4;yn@7uTUjqJa+RTA}8RaSPtUMSc6`FI@EkiK*0j)0(G<LdDBn+&Gw
z#WFEeR8%A!?~|?g@PM&llU(bk@2^fj-c$Zwu3^)?4*B{&f(!-U-^EV-GI!3Lf<HeB
z#m+DDo&Dg=n>!B}uZzx{Idfs;<}@wdl~bmOq@<@GK6sGv<jIp-yc2%>sMu=Uc=Oh+
zN4K_ScXV|%?cHlTXYSmMX=kM*BqSE(-rg2^C_8BX)j+MOH}=(9dwF?%cy(1f=kBhl
zZ>5b=IGmiEB7O=9CM74|{P*HT#*$^rm>A6R@AcIE{bg!luc@i|hW+X4@bv;>V#lNo
zEM2<v#m&v?a`tsG$ugFfmK9%K2+GLFJb3<`U0PaNMMcFyLEylN6CCybeyTTYD*vu+
z?r`e-|C5u|Ir#b8H*YqMiH*IP!czR~%)!UU`zKDH&Mq!4t`omc=GU)Z9$sEa_V;F+
z=l8vN^Cs)~&WuI7HmzN;?AOYbaoVTOpLh54<dk-ayZ1R@o$qY3&{v!6*mxuwX3UUS
zvSbMZ1E@6|xY%ta@9Ge(kFVG7XVQ4B%FWHa`Z`aXm6a8!y}f78o`l@oUcJ~|D|ny3
zeAyYgI&9<nsek^|m|gRnTwQpiLy&`$Gx5If!Gi~{&XYb~xb-owKwq_Y$e)Qeb$=?p
zsccuu&(HUnVZi9;=QrW>(+Q`aS`<IyVMus!VPQvqf4F2z-0k3Fn!(E!ELr06Sp9rs
zW232ECoeB=YilcO)t48I6P4W$oj%RII&3Wy1E~FGVj>c}+^;o8uYKoE%h^fSE?yMm
z7T0T;JzF}(Nb=XWx2NkGrak}p>gwtZ+qb7*-rgr|&ZjidL$$WJxcJY9!~8n)UcAWo
zru@A0;<anX9v*Jrn0{XFM2b;|i_(u@zZNZ6!0`6g*25t2ijPTUeV?D755LWD@!GYv
zwQF^EmA-CM^PT0OH1WaH)6)aAre<9(Ei81*%hP*OWSMPnEo}eOWxli7n3<Wsytye{
z`}-Tn3%9Q?_m|g+-p13+&fgZJ*Y2Tm=-=PpH|wgatIy0b<yM-=0m|~ndZnf3%<t&n
zDEk`~73CBkFaP=3S!M>CiVqCu=i7(h=2)$vt=-L=G|fXrfUEVx$B&EwW^3Pkd3iZ8
zGqY3LJa2*TY%{IOtn2G!b#!$T)6?7a_x}-^Hf>tyqw^<DGz6_|@lk7bQEGHr*syxF
zwwlk3266qk182_g$jQlV^%IVr{OZ)UMYCQlUsko&!`;2z*X`o!aQ&%rwhTYMT=q9i
zJk*lKzR-WB5$msCzbbxwP@LkWTJ`PC$!}-p+t24!$iKVGwC?9qaULlX4mCBkia$RL
zS6@GMZGC+Ij~^8tOM`ao*s-CS?ZO``E%VAxDMyYS3wtTKuHw#~%Fj1g#Di9fl$Dk3
zD0?f#aQ2;RdU`sKtd)q;L=L5i9CC7U1*N5H4dZ2whx$A8{(Yo=yfDAl-|i>NT&vPU
z+wa%?Ubgwr-qxn3rh-RDI<+pp{WrPn{k>l6@^=a6=2-Sldp7%n+No)eE#BoGJl;@n
zXMaFini{Bk{O#@S)jDw}3iGAv*S0>kcvmm~o)Kx#$Pmv^&)&qgwzd~nR!%;(i#7e+
zoW=l+BWofzGcfG`|Ia$@{5;+TIc0LWxw#r5TqjbDPCPA=v8|dSyF2%`8Aq$rn>#xv
z=UNv%;g~aLPRJ!+Z|~-5)5P}uez*I2m7VBk^@$z{X=!aMgO_j0ba|b9YKo>s^|zef
zL^fWjmgwzySFL*+nc1Bd1~}+Vch(RA^=|a0n`bOreEs43{r}rGZ#Hh&lo|2&@88gC
zt{*;rJlMu7{YrFuUmxGQ`}^bH?=dy8_gXsXY{%8@`S-J~7gpT;^XJdKUybinRaFJJ
zT2Gumzy9;auPd(`r=NRpWo7WycmMx>zYj`T<@am1U)xmu<AdUzJ9iS2l9*P8biH`-
z!s_W#y=8uLyLJ{o54&lXaY12C{C+t@L&Kc5E!PuoY)Gv5|M&arSaX@<;QG9fsgZ$=
zjm@Iug~07?si(!JPMv9MW3!>?sn@rirLV7bbay*DIWbMsi|x9&*nRbygP@@vornz%
zPu&xruGHC{bCW4OJ)MP}egC&&t@HP%YKIp*JtbQ5>I!FBS=ot`Cs&rw+5hiX_FCS?
z!|nWwtG~bd>i77>L}ie%H8nOYOpO12Jmx=g{P^nJA1k5@f6rgEe0lqc6CTsn?cZ<D
z#myb>eTO$zdFjHRmIV(O9zA|6C@<eX(>Oip(h^VJQ|JHB`gP5}w$Hlumx<pzo5;8S
z<ZP=FUSC`L=Aeh~vokZB?P`B1SXxT%|MQ7^&)&UP{oMar`OLGCv@UxS@RM&({eL^q
zc!9jUd_-hq;_q*7*X!<;G)~*_o}=&at9Ek-i+8#Pg^yfVSXmhvHf`Qq`0<hJj@`RA
z|Gm8}_wa><&R6ALzj@Ph=T3}G^|zkf$tP0+G(;ly*X_NP?B(sfvGjG=n&|C(YooR%
zWq1A&-m-P;!}ss|`R#r*=-&JO;h}SnjHQs7nb`!dr4btv7`f{oALHGzd$+UJR428`
z8>e>6oiiswIrsCkvj*no?M@3DLbOu3rOMvknriFl@9W#z-OaruNK=H1_0ZwNky1_z
z1x`=bZ{NDrw5O-%irxb^7cKjYpy1$zt5<ig-}j44Oib*?mQ3NUt}X-g&NIU)u~V~+
zQn_++aug<?G)O+iv$c2HL}m9)rLv%rzqGTnHnx8L_2p%Ax48bMEsP1jzPuFRVA-&F
zbF<UJgzliY-DSMz&Yd$bH9dM_qVnoo1zDR40o&?tEiroQH@P_%6&bPdNHAn)XP-zh
zVqs%r`tg494_0n52fgWw-TUQoe%)w$w!HN9wKwmdpP%onvF3NZ_w)1f+gn>%UzgtA
zQ)%3=%GNNx<|FGg-RNU>%a<=-9KXK~R8P0@$ws|Rs(H$-I_-G;y~jTe^V@@(Yhq$z
z8#ZoCyspUb;`Qs~gH5a(wr_Wzt{1zZ@^cysE9=IuYIVQgZqGVhc7C3%&b+Sc38i0|
zuf(huRaH|vbn&9#v}w}>I$eJJ`~9AgVdKV)H}+H-Z_B^W*Xq>x^z`&_%Wc))-wAZO
zT)1>;mD#_d-{0OI-jaElf#KS<YZtCwJt|-SXQ5e+g9F2nBtsP;&SU-Z{dexfFr@Ac
zxp(iLgh__LnKNe|yn3~2Ti=>BYZfeC-2C`>|K{A=+j5)R+u3hz$!tDx!ec7C)$u;r
z=H_PRs;{qDqobpz>HEHOUGT<wyK_6=)@h8#3r!XJ9^YHBE_QcNQj$`qi_)nxXO{TR
zHoLf|@^i+;MXq0tipL8GUc9z8I`hSag)S~rAOi?*eoUAk5TrHrO>yOoCr?sdU0Eso
z^vRP84-dDWJbALS)w1e~#?4!|gaj}8+y8aBckf>5sn36ZfA`dzzWQ#sW&KmT-*1d(
z878v{3hvyw^J4wK&+<x2T6%hF<>lqK_Sf5sii=O~?BslVb91}w_b)Glm6TrH-mc%;
z-YzT{INL1u#ldFwH$V35u~AYoGBH_l<cN!s(xz?Omc`fqo!ZfncXyZT+uPfhTbI8R
z5S-|su;A+IaACoVz0&3@LRW`{1O+Xc6yNCJpdYs<VSaE>kcWc6g?D#%-`sYzTm15;
zr>Ac|Z{-%hls>=K&BbN1n(w06-DMkVh1Gl(m}XxK(VQM%_p^1G-&`*j7dbh(l>B`E
z<$iM)-MJHU>FU*`lO_pyd3q|w#>STI1C1Pf{v0Wje7sM!x*9yLFm=k53BA3%Z}0El
z?-j)_XS1N}?X8Pzqqlc-WE^heRT1HOd2erZNJxl_n3z~jd|aH|%-OSpYievjq2Zvg
zK-GKNhD{mQ*UA3<`~7}SeC?;;yfZTlmn>iI-qzMOWy+M0+#RoYWGn(y|2;oHe{;>B
zKcCO%{C+;a-tT_xcUeI}P}O~}{(o)NpC5*Tf<J%#x^!H=evMgOadGjknx96$=ggh!
z>*C@+&nEFUsQeV_ba}IR-aNUpGmYCjI`Z!A@jN@rba6uigObv&f`?3{@9xa(@L0U*
z?CI01H`ZmXx_+vtsA$E84HG&#K7Ib|sWmkyCr3wn^7?(hR^2Mn3y<E>&MzNydYW$N
zHePA7o^AQ}<5b_g-~Zn)Y2%Ed;^NK~Z}$ECa@jx9>e#VkZ|r0YlUV-#c-)_LIc9H_
zY3+}P?Qb@Bc5=G9xd{mdy11}>eRZ|F<J3OxH*elVRGmC|5<K9gr+4i|oKAS1{IvS-
z1v260HL?PI)rVjFpI`9n#}5Sy3yFshAKutmto~XzK;7C}nyZz`f4<$(%gg->e|>qW
zmAI??eV?Lpn}UJ@!?tbPw0<`=HQiXPx7fYEZT@`uxIGmMHzk$$T9v=+*|EdI*I)2J
z{dr@1d-;hICxY7bx2H{?-agwr|IxFvvn#&765X?B&yB*jx3;bpnjW<B$c>H34<9~k
z{P*{Fc;#Cyb93>+!ooK)y}i8;A3SI%etz!Y?c34}H})@Ewk+e)5>7driiYp^>-Qfk
z&bYQl(ydSCq+NS!>%s*K8f-V}X=ycqMiCTjY-BcW-1vs`^XcjO7Z<s5Z+-sh@AvzQ
zmn>n~o_Dut|9*SFxmK-*4msVpbt~+)vcuH00C}?<iCJd3TnsO+t`-jp4qh!&{O?a?
zL{!u!n_s_vJ-X~~&&r^ps;a1|$r%?Hr}M6<i794(oh)d?;D*;_H#fHpn>QccS^OL{
zZBq4odCbqPaxyYK>-YbQTDsj!7&M^0f4@CwaOKULn5R|i&n<9lzA-r`K0dxj(%3E6
zVrft(s2z8>jkkIAYHbxEP6kkaosp5T;@ca^EnBxvoHC{5(W9h{?CF26N7b#JF=NI8
z&&g_QK;XlJgUnB!KYu*8{2pUK@l7Vv>;6$uQCq)8MaIR+E%Tq>cjSl*N2?QPD#OFW
zqrqw6g%xMwws&-J^hlX@-Icz)-2eEF!pArMfd(?;jHIQdmn>PbqWAdm<LunxdPg>=
zp9f7%h=__VjNe}udPvr~jA!M_l?5dwDNk3dUE906{Qb4xaZfDPy#voz2-(@$1!#!8
zxVV_Tr>7^2C)(~96T>u}$fk+P?x5Iz!ydo0m0R3NYwDp37bfIZe|o~%Cu7;<JzX#H
z=B88yB@uD)<mcz+{`m2@KmK>+)ZHa7g+QZ6N=*(52j<uR>s0fdwW4Kb-QQhqg>Ucg
zmoF?V?C9z`)WFF6;cof;l_pUQtKJ_7|M%zJ?)RJaw>m96RUujWkTE3FK|s(f=SIW6
z+TUTE-Yy*6+`*dFrMt@Baxrl5@`C2vrg*8={dmYOA}YGE@%gJq>()H_nUR?pYB~Sb
zBSp|K$g13kY5VO$E$_~{*SOxlPR(ylN9N^ait6g@YooTVGOgJexj8Kn)Pd{iIWotx
zI3Y2y(KP#-Lv(cX)2r*J>&IV{@c;Sq#*G^fuC5NxxVVTFRD`UF+{|`;ef;s6#_0xS
zZz4bgC7{UY5L6bBmE~O-(zRxdPRWZ4jIFJ$YZ!xmN@@R(`RBZC$Br4M4y&|pf2z-3
zHNTmie^pIbdF_<n&t~Ue*jb$3($eCfAdqlkg5uU`-m#@`ZU`=2x)hX#sv9QEo5#n@
z+#J=v_NCq0msVN#_u1aLdv{~<alRwRk0(Dm(wTKwQ1H&(yI1#>MXuBPu5`Tc>*3j-
zWxh`XO|daCF$o9=1Z3anvN!ni=g)%Gt5=s@TX=4+b@Hhxnp*GoPVZMgdE&%@x3{-X
zoHnhk_V>4q-=D>|cm34X(gJ0-cXxNQ=jZ2d$+*bm=jW$YdFsrWBY%H?Pt3~ddUkg9
z>OIW=zq|~dy2IPsd*ZBFT&+%xk(<*V9_F`q@$u>LnlVi`+G%0H2F7oinwlMbed{jg
zguSXe5_<0$wDT=r@bl--HG)rHzU*vhU@-e&rmemDRvbfmdb&=;1_nJnJy5OC!NJZi
z*AldH&7^J9rin#u$q0N~(K_qK&6|pPdVRL8_x4m8pPoN+rsOQs>}8iePn$I9(6KEH
z2~TIvn$^`Uu7Bv_#f^?XEC2nml(VTgVE6w1e);$N|J!BP)cpN=J%=a2chcm^7q@1I
z*L=C?{^Qx~{2RM}9XodH$LI6*j8o#I<+j4s0+{aUm$hD2bZ4Tn`;D)nA|gjl{eE<`
zyQ9B9J()T0-X2b4V`I>aZ18fwqer{NC(fVWKWUQCi<d7MHKdI%2)sHa_9K7q^$>g0
ztJ$fMk&zd!UvGC%0FBe$e8T2%vzgcT^~Pmxd<;DDb~4iDc`N~8^Ze)8G&VOoPc86T
zDpdXLjbmJ#9D{;^fk0kfp48KYn>;70DH<3Eu=C5U*~a+j-MhZW$NN{?yjfvU=03Sv
zaD|my&*L4tKq~^O4{O<dl(w(4S+jQS>k=M@KR+J#M{G=Ly`?@gzW%RiQBlzi!-EG8
zhQ^r|78W|DrKt%C37MQKPD@McU7z#h*)vcCHZJ}C?(X5ApP%34KRwsFTuD{6^{u>J
zjm12>S}t8(-In(D<kQo1CwQoUhC~V;G@P;&7Z*>yw8S%~J|;$H_SEG`JKx;c$h^D!
zeVdP3^YrQBO-)T74zkOy(6ul1|73d8EdQR(i4>!V$Vf-6sfW&;<Ga2tmYHEq>~68B
zsHh1iQzm$*6qJ@8y}P^o>NHTrGuOKOMsQeqdb)_1*r79Ld~$DXPCxH<e_!p*1^K?|
zk1OBr{SIo!R#a3t=uLn8?(Xh4Tdi|*b7kymB&xr?Y4lNR_E2eBzh0k<i|fY6*4EYu
zr=Ln#6eyVG+&B;yxjMgY)22-Z6(17J?tWaq|6kYr`u}s^`g?ddEcct6)ti2HmZ?Ce
z3#bFLr@|0a_AngSl6kq{{XN?b7bQ@asjRF_>$s(b#evhOxoxYzxum73P1B2AW%kdq
z_}K=>7od6YL#^DP8F$xiv4fW`3GJ==>I7;+^sRg=wffJ_U7K|I!-M}`30Xf?H(~=r
zV`JlllPM7!5*klU{`>H7yRw?vvRjTX)cxnR?AvEo_v@wlpHHXt4GattnD-|qB|Uig
z^5mg)5gVBT0|N~V4I9_5*LQMuzPj&_NyY_*9!X<1P*2K3rQ+u&)oD7Bi_G3{Ei5f{
zjf;~5H98J&FcKCP2F2B6b$`$p&(57YPo>Dty3_sc-8<0eGYb==kFW2;SFfVh|0%k&
ze`Z64@Vv(seXAWkJvnEYWH#;DV`GwiZOz3?TQ+Y_ww3t5`ku?pBAMfRGxxBA)}XAO
z>Y$KuCERbzmM#CDOUpl%+MQ$B_xPU4J?2A&GMiIQ3dvX$IHW#U?VxZVfB)ZOY~IB(
zphYjHEbkc~?l3=b;lc!6xoex#{moLf8B$VG95h6dPEFCwiH?h#ckBC#-DPjN#Kos;
z-4@r6<JlO&vonUz*w`49(M_KnKYyP8<HwI3-QCIBO~;QOy}J72#@yRxpoJKq1sul4
z%`tk%A06$Mwt3v=v@n4=?CQxgXVzR!C@wvI`e~7d2p4Gm!`a#34yMz>18;6_el7d{
zHE2Zim4U7<@BV+kR-dY?t*z}%7h0`hXt>c)`-HiP{mPXqH*DFG!u_{b&NeFb!*BbO
z7cWlK)%me))t(9Smc5Ez4;pIpE9YkLp03xra;4^$EnBj5cXNyDIcQA<%_)LX{o!{0
z*K_23zrMJ*_>|YX*4EY+7Zx(Fi{0JED{YqW_SV+*s%twsKyx0BI%3W`V#)9B>|C!J
z*Z2GS4|Q?LhZgJ7+S=Mmo}Lm_QUcBNZOy#grWd=*#U+*d*Vc@SO?E#XFmJPn&dbx|
zY;~Gyp`@hbp*KDFc%Q7Mt?k_0`}^zdZ{ECladr6mj*b;emb5IrDxsw}&%@=*kB`Yx
zHWdcEayC0Ie!3747#Mg}Z%4$sPfTsSPp_;DPRYz%xyjexzyIH_*Xym0Pn|Hq;qLD8
z`sAOQIyx!WH3cu8nQ8p;wEq5_fI5?>4<0zU_sL{V+45@jBd4m;!24Be*ZTbX^V#3a
z+gsV){kYWOsnezfU0)ZgX=OF5ql1ZwDdWqFi>2rKmxZl~a8!2h3%R*1`?}tyO`EFT
zW*$9$JlM^RO;B)e)z_|^+}zCP=jN`rmF@c-f3(`c;vMhe|MlFUHl=&Nob7~(6Aykf
z&Ah}?{QTTe^ZPZyZ$COZI)3>2wRQV;b5KM1+y4Lmq~G4!nw;It(dx8qflPqe;@-uJ
zl|g+@X=!N}SJ#cT-D0{;ot>N@A$$A%*FXIVZReBSkbB$A#l=NIQ<IYcG<RrWZ4FvR
z02*D`UvJM{|Kx-qsI*g??6@#s!%Cx8C&f*hH#@q_uq;+PbM~y_^wXeWOA#?KC1qu1
zD=RCVdBW;`2M!%#GMdTb=jW&Mc60i9CmpfmV?B}+PNoQSAC=NwCjnUv!6R+P6SPv~
z<HwJnDF)DxcXBfG%8)MCZn2FYPM$m|VUWPEX6;(V$tMLQBvzQ+`+mP(-hZAAW5BkK
z_)7hAr>E<KhC(Jy5(13^9DNCDhb~#7q9MY?BX2k7=;reGaW`(>Jb2>7ies8{|Ni-N
zVQ+OgXh`V(zFMu{eX`bU?Ck7cUR~whwr!h5`8%10P3j+wX7bqC*$H&IY}m9ZX>*;a
zioNeFlf>(pg@uMi#l@!cJXbF|aKK^4?Agu>102*QZ~V39j<E9d(}n;3RDSz;q*Hjq
zrcF(qou0jWTmJp~XJBlcY@77`{eAX;Z8Mf{-D<idNVAPc^3W?oQ&Z7hyLQd6uea0D
z(E&}l#q6mNoL~PBw4P&0kY?VU9f8?5!@^?!GMHY^cC{{h)39}`sg91$f&h&hB1an=
z8$CQc4lJKv$JOf87`)ss)biS?Q(SFrZCm@Ie||o1e{oZ)x7qI-UtV4=d~kqq>ek3p
zPoF(YdUT|7jr+sh@AoDDmXVb;Og|^{<=tKBySvMetIw}lWVW~P@v(<5E-tS4_s8<K
zn2gLBvC1!>KOYW{uRZ#0ZNx?<Gc&UdTecio;MfeRKNx1+?KYa(vo`zEmds#}r9n%U
zFTWlkCv!aXLz}dN%=h(a85tg(ot-W&Q>ILDxx2f3xw`*6fxt-qj=nxVP+xlDM8UcC
z_4~Z|Pi#&<zan;b*_63+eZ$wqC^9oMZ+m~RnLQ;f&F${4(#3_3k6oOm8@*z|f`*O`
zT&pY&xARZ-Pyr1AC@D!<m+6$gy%n1Kk6+fxC3u-n;O_NB{2rDoL%e=}d%O7g`T3J$
z^p>;p%LxcxoUHDD;=qB1clY=EgSxOAlij`i{M3{dJ$jUM>fAXsC8dP{9{O>67X0{8
z@#^Mg_3rI8^_4pX1#N47Ot`f@|NOi|@9*rKeCEuVjumUl7lZmr$1^W4^L_H{*|JID
zrM3#Q&GVOqt&IxI%F??1?9CgW=jZ3ED=k{INGV8bs)(4Fo2#p9N@Akp_Po1FN{jaF
zu`x0?U;g9A53Q$0X=fyEZOs-3jaIB&sR<f`sH?M^Yf;$5#wT;)lAK`@i{Q$7t#!+n
zyKhcA3t7_<`1;z~mlqeihhF01=T~1D;#FB$>EdFNbw%Ubl0VnhMyI5wAAe<UX*tuX
z{GHFyqen#q1s$ChPB=H$+TF!v;lhO}d3pC9{1Ffo6%m=>qoyn?D_c}nmUcZYc1y;^
zCOP{$AD7hYK0kkkzU!QLGUd(6J<ZL`J9q93%*@n$`t<3<7`^4SzrTfc{)VpMxE357
z5a7_-+Unx+W}d22)UFcEvvVvbcbs~s-RR)p-Y=)B1j<QSS67L8SO5I<^vT<|zAj4&
zZ(a+rPfSd_dM!KEf4*I6{r!Elv#m;Bxg0%ubd8V6OVL%jcjnnvXIxm|sCE0+_I&^H
z_xIKcm3@12(<Jc_i;~i*lP48BU7XnYWD;IZiU0od=g*Xc1c&MR@nN%<Enlww_s{3^
zE-q6hPILr~-`?l_{QUfK$Wj+4C#Q^GUtYf1@!&y%lu-(YU}l+qSjqc)wxFdz8j6Yw
zZ*6*D;U@~N+H;<qm}p>Z-0Y!pNPT`y6KG=N&Gk!{4oy<^zA-s+)rTvE&(F<$aeu#k
z)YdH4jS)S4veu7|bP6+^x>f_4aVdLuhqKeAiC5YTv<&O$(W4fKH5VtI7S;TC*nZ*K
zwPSOw%R!UR6_u46L-#NDn;VsT&(_AqBuZo5qECP3+t<r&&%f{X|KDHGLd_5@MG>yT
z&(D14Se0`9{rx@t{rc?8%#Eflr~2PtTPyA5<z<k0Nu{NwWx<9G8@!?n4GkxFsO0d~
z=jZ3&*<U~3cBh${S=-X3stgCNT@%}$fB)JG85tRw3u~jz865ol_|DC<?FJ2?&zsTH
z!*gdxA+x8ar-zqU)AZ@$Pl_zxynP!O5U`*ure*VHW6+St>FN514;^Bv{q@B$Bt%3>
zN$J%VuHv6k`nz`RdU0tf_oYjhR<(5Y^c*=cQTgJY%3_99r8RGE7%o}13^Z6<v{NQ7
zF7Cp$YiZdtB&4M`vp#j}mjlf%t<X`6nE!_%RXgtZ@#Bvl9&QIMa+>;4WmbUJR0-=c
z9Z=(P$@1l!Kd(Of<KtsR0gelMDvLpFNI^lt&_gd?yf|>-f`FZ!-H)%=<3GN+X>5{t
ziN)b&g}S%5w}*;Q&h2fyot>R;c7&~sT3G-89|ME8xA&IZ+ta`+G#*}C8?CcOEj2p$
z?;N|@UAL;%>X@2}zI*php!=wVS&qb}O`Afh;{R)g_^$VKabb~ue{EB$_m3YxR(#pl
zBW23PaA8fPvB%O&S>j*kn1B~$FfrWNRjS>_D}8LAwH6mQ_u-S1)fK0oR-Ar%W7XHJ
zvfk@Y<7)o>v9z(V0Zmn}42e2^>A{YA{kP_G8T)>3zrDL$|45RdlCtu{hYuU;{{A|6
z=T403nHLuqe|+3;uViBr^YrSJ1q&3uHTQN*m_56D!2*SClQuXgH1ziJ=H%pjIH^8=
zgBz#d!J|iAQ$wE~n=o~1>y#-X9WF|sML0?mJJy=T2Kq8jKYf0G>FaBtBnwIamzVp4
znronna?6%2Cg;xYe!uVZziXE+ITaRebUPjzQ?hQ$77?d~0@L;5*BLn;n5rEP>cC%I
z9qYAJ2-NP_xX~~sCg#F2UujTdLrbe`?WDDxzvcy7DmCriZM`k;Zd7V~sr|34s@PTQ
zer8@;0v>DkxBn{=U-PjwZRWrF#Kgpo-d@*`5RsVJ*o{d?LAAWhty{OW*8ja?CI}k5
z*_wU*!Q;owjSda>_EsmKon_k5*?I8i=jVmb&PYZ?M<?IkR|^^$G|Ro!(k-qJ8dbKa
z_^{xVQr-JKpZiYzyuQ^&YkIEl*WlY5MJp>S6YuUS{qW%f1H+cg%gYW5yM&}ABrNz8
zb*Woif5QCv{paRdU$4q}x+gm-kC}}J)UTQ_V@3yP`9idxOUuvC&yx?eaE5-%tkO?Q
zPd|M3t}JLdZ;zyLmaTf<<A2@X8w&17hy8Q8aPy|5eElE8eSg2**80t$prF9;`T6<u
z`N_%2AD^5QzO%nx9+cCgqNIX?f<VhGY-)drY}~j}%m2&dNs|I%Vt8t6Yj^D2si>sH
z6uv$#_4n!H5gJpy-rU~KzjNnKg+*1ionh1eAMck>{`BNzL20RLznpDCdV2eoEha8*
zZkr4`J3BS>^x9_6miC)t(fH&^3Pb8+rlO*vkViG2o^Tcw7cUIa+L&|GNJ2_#Q=50C
zgtWAD%-*W0x%c;0n}7N8<%ZVf_0F@+avwZ+(2#n1+Q!`P@9(>(rKz1ca|V>^r?$m;
zd2z+<sR&e+tF5iw^ZVUy(EQ63FV#77<_L(1wf+A7-dSm42<QD>rP*6QW;m@3NqT>8
z?}^i=oij5v&GPS^`L=WS?#DkqKGy0z@F|;FBfG`L-JMxO`@CN4t_OR+-^&iDGcq!|
z(SLu^B%wFAxBEYxGk4CM2@@s+B+DE<dUQwaZ!;Yo9fRs`IXu#4Jx_O6e}9+bJCR#l
zFJ$J!%-`SMYG`UY*45dSy}iY{G>CJe$C0$g=*?-oMMXs)UR+eRu&_9A{ye{#nVE-&
zheKGH*sX23+_JK=B4T1;F9p}U>)da3b!x7w=~e%yRcl|~tNr+hm4}y?amrVbC(oX3
zs^wjIx@*mvH4~;!KYlLr@v&YBtCAJB+F87oPKs^cxpU`@jmhlQ6N1E}qM{`1>ui?!
z%w)>V&9$(yS_NM5!7FXH;iHnPtLvKQUX!a0)z#V8ty?Eyl+tl(hfv>R6VT>}?`)xU
zr_AgB)wsC3E8E%aJ5?txE?)BbT5s;{O{v^&{c>xIYCv)G>Q&d<+uI+%yu4h(IE_cz
z#5(nq$eUYRx!>O2-ac`npp&z+Vd<-o6Hkj~%$~jZrRMMN@B1MOewo6;!d_fj>b><R
zXm0x9>(|k5|E*Y|5fKrwApQKjg3{7fAGO2p?(Sw}$i2Po=tO1r4LLWBrnT=Ze!ghS
z77;f$Hx53&V>1ks6(*ldNKS5^ZJxhs%E`OC%O5^^bck(2_tB(ptGp{`@X1;wJU=)0
z!^e+_%m=ciW<<yDE_>?~6eOe~#Hk|0>DD9Bn0|hqV|281JHPy~dA8LGlTRuLbv^(&
zXL8!opw4B!vz`3?`Eze?YhAZaZ_b=KSK6kYerjN5))t|Y*1S(U-v6pC<M$6A4m>#6
ztT_F2Vsi3gqmvDtot$NFZZw{ptiHJ_a(|ueZGExskEiwbJLrfdUtJZ-!ONRlP$wiL
z1X|*~Glp-bPurU}IiT@WhseXAwM$#gq`JGh3=$8qcq|P%@w6yrZ<Xl$`hS)Un=+Hb
z*T?a;IyGLn5b(__u5zA_uWw>@Hup>)HgR$Bsg7Tsf<|phUIch74f0SC;%IgH@#9Cr
zg9D8QCMGSNot(eEykzF)=I%WgIrmiR?(FO9v=Xyc&7bvZ>!z*Q*ONXxI0$Np_ez_C
z#-%pY1~2z(-M_znYx9M_fB!CAzrO$UbbV0SV_;yAz&j1p^L}}0DZ?qX9#Dc?=0Be=
zI5^nF#U<hCsi|3?H)mW_5)eF+WSEni`|#=0Rz>GF2JoVh!bdJgjvY(-^yK8#Hc9h5
z8PM(syV_qHGPj?fXM6hF^)mf+aeJjWIXQ1^&zHBZJK7~``mFo$j{lFi1&d_D7w`Y~
zi(5`kPO88E!M}1>H@BpBcXoDkc4lrd(U05HF=2v0&W#NVFJ7t<h7P)D*6@I~4Sm0+
zC4cxxq0I5W?;qGAEeWw>0}aW5b_VSLZwvZ9O-oa=asPh%s&8*NJ6)Jsof<(y<<{2H
z>F4LQ#^|v#q@<;7np%}@oN+;6YAL(asS6jt6WBg#&7GZ`ZG5s_+~RsB8s`oiIFQA@
zYFhM;f`zvjcg>30QJ^^c|NhX`VK1(&m6rDSWp#SF-LLQO&tE&m!N(UibK}ZKUN1^b
zOI`$+CG6QJHEI6N;^$6E6E_sC+wtnJy{3^7Xn-th$`&b5TgJU#Ztds7uPd)_*|J3{
z{lu=?-)3{>%mLMa5s{HsCBic^HSPZWNS2V6K78Z|%WSjURl#wulCH0d1??W#^tWBU
z?m)YIUB{(MK^h`ld#b*^+PcKN?hj~jkA?`>jT<)<w6tDrJ#xBG=7-k{neW@A%=2V;
z<!ole?Ws7p?d|>j^DkYxbY<OzziJXvQlRzEH=Z-I^99`AmaD0z_Kf%0s=PUK=DYwc
zczCBDFZ;`P#hyzgN2gwRed_Y%$z|{E{5<w4_@mXn>hF46b8b$WXJ3DB!JiDLyIgPc
zm3_nI*RQerTJ`FR=B6!M)|CCfyxjlgpP!#gUR+ohbvp0#G~Flf-ks~aeEs_J+2;Az
zH0@_q{rsf5HUIv+ygNG<ZrYoEeqPC&8ym0Bi#wYA?b1^3D+`_5ug_yU{x|xgoIqbS
z_tIs{9&Nv0clg@c=!?5bv$xg$`0z02-M=EpzNW<atxk&5^yB%mv$G{6C0FVkxw<tw
zJZ5JRtHaGGQDwKD1{bA9AGO1WTDf0O4PRx@lk?)jLeLI~x<4P?8B&8+oSSPcZf0f{
zpdlh*nk6!Oow2pGbnr5t#t5CZ7`@}}^0h1ra=Ok(Zcby=n9X?d(j_6TRwkiNmd3_L
zhEvOK#%#}%Wl+%9=Ld~CM(DJ;C>?xsv^%nH&YU?Pu7<}iEPsFR#l5}O%lzlBGy5Ns
zsWE5YKD%e<=5l9eXPZq;_weAz$;nB`%;Z#8SO4?%dc4k`E>Z0p`y89u9^Ttq9eU~J
zjzZ<=HE&K$)fV7tebf2sP%F2ffWU!E`|AE$F)=ewoG_um-~Mk%s@0V@Z*qF%Y^8)c
zS<KALb`(GFyH(}s<<+!yt?q2G?KQHZ3vzgyHG`KOIChN9XeN(w+L;9Iua;I;k2asT
z1MPe9@$va^*8Dz$L-Xh0k5=c-oofrwaLLSEd27Sf$}cYjV`5_!r+O()K6yjr!qn=d
zLx&H8%4|DvF|k9(kFzUH<OmB3(|UbBq~!B6-y64YJL^q%)|z_g{(X6df>&2GZ`{1O
za!py>x#P##FE96R4_etWaiU;NZSBYB^XnJo-`{6oW_Ij)eEr!&VS2Z_erv5-37Wm`
z;^O9h`0gE_wzjs1icpWVd7tlpo7!I`DypiE3j<cnE!q*gyKKYOtyeQtf7(`m+aP-8
z_SWonL1niME4OJ|SAEgY(a}+ueDcAYH)obz>+9)hiP1a$<>h6?$tM*idR$re`_nn=
z_n^Hcj*gBww|{<qK5_D7W^;4%DX`6J@(dH^%;{ldW;<}})-2z{ycu=+VSCc%+t<gX
zE)48@EcJlbyuqR`IQjj(y(*JWuDTn)kzK{sc5X>Y$ql<k2Zz<+>(!JNNt@>dtPWcX
z8h`9KRiz^&EZn)`&B_1Y@7JI2tN!$)^VSwN9tqI?fUNJKJ?rlrY-T@s=gyptj%m8l
zZr;=NQh!g=iF7hfJENeqh*MZ?!+z~$`!g;o{d&}`-_enAVuIq9>hF1C%l>r!Y~d8n
zczbKBi;GG6IT_HHhoIn7NI!gU^>-n`!2A1ZGjD8242g>JVr6B$vNbz=SH;IgUUk2}
zz4d<h@S)c2FJHc7+}e`)<};Sv8l4>)Dk?3@{O6xL#Kz8kd4i(zswtsGMMg7c%@Pv4
zcxtNl$$R(a?fd&JT1jcs)~!oVPuJhP<^QkO`bt6fA1_$E*tz`uJyoSe`uqP(N;@|v
zQdL(;X=jYz?d|#MN{fyhaml*1MYB4{F7uMgt*zPO+}4SQSfVzk@p@lAd$!lh+dH!I
z-R<q`5B^kCirQOcI&;R1fYZ}-K|3L?wyi$LZ~te3P<>dK*lG8p^JZ+=U{F+8sJLj8
zoIs<4!}D`<m6aA<xDZfQ8)lY#jOW+K<MOMI{QvW_SW8z|b<w8RR}LI#kh7_9aB%^x
z2yu6J*V58j6uv$#@cO#g%p)CwAwfY-mX?-FR<Ax?#bTm+8?rWYjm>}fhLSL~Szov^
zh1R8?pZDgLs#4VUJXzm)Haop`u=C3W{QmY<Q&Y3Eqhnj{ZMUS2GnQW7k{R69-><H;
z=<Dn2mk%^DUtK0HFYiCssx;|-rhM%e@OqGrQ&rlnPKr;TJ`D^E6pW0BxUe>Qd&i15
zyAR&EGw0Fc$Ju+u^<#G(x%B(h>h&w4x9441=*(WmTPSnAV2|bb!vD>C_U>h5K&)F>
zu*qIupTGXkNA|Sy^UiMDntwkoH^#kBrqOBP1&iEO7iNQ6-LlqY8$OEdE`RUl=El~&
z{SnupSC`6*iVjUu_1=(jQpm;KeKBa&@*z+UL4Cv7+2)|x`w%gIY0DxN7AD4fwcle;
zq!=w(wk)eePFUS9rM|trU0G3)F)S=>!s(|!9(C(~`0_GXL|j~1M~6q<e_qP-9aUem
z?(D7J?o|UCa9ka}9<+2E)Dcur0Buq`aq{HBwb9#6^pe@x*+Em0pzSJG=lO?)iA|a`
z2{d!f(BPsJSXpjoV<W@J$f$E(Tt6;E^0r~!p9&5ZCeVWX<YPUKE-o(3pMu|gK5u{g
z>}>PGcXupx;`Zz~w>tOsty_=2->*MD$FjKK$A`o%85f-vKi*aTo{ycKo#DWXi;F>H
zHd^0V7(hd!v(0jw=FgW`Qc}9{_1lY!%AlFfq>U0@ONAmMBeiT3=FOXT;o3E~%gcNf
zg*qR+d&jph0F-|hx%bPJ>fL_zN?lu<`}+F$_1ogKwRCllc8O{$Oh2tS(F3$#HY$Ab
zfA!cM1&my+Otw{D7y`BlBt%6?$=O!1EO@iqOKmcv#_H#<uE|b1neyX7Gk?LC7lBWn
zKL_<(XP9ILO)bDO^wRM9`ugh?`pcFqS)rr0GwCSTl4Z+48(`w=eyYCid}OgM@rRXy
z%y%&@d7imbr!M_eHC63Yea>`Yu2u~_y)fy%e~pnll9Q4YggP0fn7V<+Q8cEWs#^O0
zX8QbtmoEzo3JT6J&zC!rwDHucJFi0GRCgvtW@Kir)a5RXg6!b%f$qK#>gzD5|5xKP
z!(ibxi@9^>7Ct#4cxPuZJ0Blk#m`Twd@>dc?(Xir;b+#p{~6LVze7MwEbM8ioo`>Q
z?9YiOQ(oNIsQmBq{Qn0IA9h}B!_csIuPtb0sGwlu-s<m%Aai0Du3ZcJnHX``>+@3<
zCPo$}#<X*DI$ylV;9y~DX=?+mSl?Uy-Oa^?<=VQ~?)i1UI3GTI_~Gl<qZ<+r7d$w?
z$j}g?73#UTNb<^3pDR;yOTSK@I(6yCRS#}&&v!2=F<G>DF=#|;P2ApH2Zdc$Bqt;^
z^z`t2TWo7<E6c{lR@%2*FV!sbl1k3aO|1U&?OIz~TW^Wp@8sCEYgb2icd)d3>Gws=
z&CR!rN(&1Qf_DGDzP{dBN9_8~KNfw#;3*y5l$4Z~hlkriopCMyPJS7ShA&^fXg$>a
zH{tq{K+r0pFYoR~r*2!R?my2&=dwn1k+g(F2WVNj!_CPLudWVXykG$X!wq2%1__%A
z15k@*T72nCb#?W{-qZDF*i;%lJ3G7G?Yo#dY%M^yxPBPt;t;Ky)(<NyD?uA7?%cT}
zRih`$D`~`{sHm8e!!D?3W;Si^<2GLD4}X3ZGdKhW3JM7eUp@Bt&6}S0`~T0=UGx0O
zlNQ%*v6Z<C7*pRbxW08d14BtkNkU#;pR9Em1H-zwy{kSwzI^$zFe4*l4v$+{*fg*6
zN58$j9T*hU^yg2_n_FAEdzY`suWQ((e(7o6-CeD#!`B}=bB2fE!|nY28#kJndU|_1
zpPr^`m~?~#w7S+j?~X%Von23F@5C81Iu0Fj5)l^<pQ)&;s>*ut;zfprySvK|A2`79
ze(!fV=z{knM~`lt*Y*8gHGlH)K34|^2GEpTnBCLfM$qc&TU)cgYB4YPwQ22&UB6bY
zjnh7L>XcJEpDbvIFeN=*Sw*Gg?d2_Uo@aloI0fo$#@GK91ubd$^+ogB+uQ9EmEFTQ
z)3dX?fBdL0dzXB?Pu9T5$mw{WZ1!3AR8X;#lA>~LO=R%XU7F|DLsoYjJH@53n{U(R
z&5T#-^u@%)R(&}Xv!j49GBPqt+FIuLRax++^eo6qgbmxawMFQ(?c8Yz8a^$1dn=SP
z`eSFTufK=(KUpCm(84806(Prk0S}(fuMeBu-^k1!_FE)SK_KDD3DEXl14Bc{f&v53
zjFz{zH^YJJ@%6o+{nfW_Nd>JG*|u%lo8v!Mg|7ba>8W?e(IgEKuA1L(w}(E8-(P2Y
zdj9<R@?mSELZ8}zR@|&z%eygxCptR1qN-|B<JMU=y4O;o=iAkSy7fGAHWEcUWt1j%
z_$piH-LdGAwHB-W^(8U*%skubu-r;ZYiscG1^4CM-Q4f)>|{<)Pv4s9Ki5k1-@kua
z&HGHZ*8VO7FNjR2dw*~5&3#+5uRD2rck})zEiDbL%sq4E3dpS!PNozT79QM?cvx!A
z{K(B|8#&pJ^+-1R&Ne%E;sl37q;v4y*QHbE+SN*liHS`({q)7<<^0#yL^eM=JNxjx
zdvab&h0@Z}UR+-<@8jzm+Bexl<;T<M@d{$y8?&yi%38km?%rzi(~JB2`OWg~a4>)t
z1shg>%h3?wdUI!IaB9}ATkAHSn!j56cGp8lj~mnqdvLT{95mqH-rjyH<ZjVUnPbO}
zP4H0pfBatU@$kT>|K;n?`}${iW-vA_l<1w(B38=E`ciwx4oB7_7aV`CYKS<<#t{*4
zqg4EED2t0#lY)o4LqHT)kc&=(m#AQmkb=td@9g`nXHTfk=PH<d;Puan4+i%vjX%$v
zIeT{H{h5}>pE|$D%*^cS>AAwpZ?izwx@<+&*H>lgqM*cdVL{{HR>$-6Y(+&ym%d)V
zKW_V-qV6_c>1o;jy@Qr|O*P5AWm5Y3nr~rYVb%Y?-$9$Kr*D0}H0S1~S2s2;uKV-x
zc+6Mp?~B*3UoWN~x8~;NbZtF7ztY#&LjV8!`&Qri)34Z)vX}>NtbVOrKJU_T`T9AJ
zPiZt9N>(XhXjmJ$Ij!p3&GfI=_y4<^{rb=C`~Q}83ahWmy1FVZIz3RMtCpMLsNneq
z28NuUwPH_;qIMK4yna1Wq$}w@lSAPVQ2_=928Ou9#tIApJua@Unrdopyiz6?e9iAJ
zd3SgB?eA;Fk6l?AytVxOJ*M;1r%YM0E_SzA)!ymR=jYizEwCuEdGP<ZeEo`$l|esW
z9r|&gk@=fLiQi53XJ^)Tv;SjZ5RqYIVdxS(y$RGjUb<vS#`kx3ttvmI^j&<zopox8
z=B>@?{*BMGudE1McW+78q}0f)J3BUlmgfH6dUJF7YQMQwKWEk7-&b4pd~Ug3v@S!#
zA>{@J2gApEjK7_kX>3*dtE4ag&i#tVymyOE>w@(D`*nT)t-Z>%pH8ZG_4bAyZsQHz
zUsns_&N9iIv@Q4cGDYXM6^V!2qPFEk_I*7w!%+FUh0NBhtC#v@t+(XewKC1PaG<XC
zXqRZ#wKX$mnPe`C&f9tP-OJaF>~a^@L~d5`6jt{Oad2?xo7ZNRbEDwqx6`)Y?<_vr
zEv~Js>^#Y&^3#);<_kMle}335f9>Ah>Z=<Pol9R`IhptWqPzS{{raEXSyxvry|~!j
zdso3%bu~4$<3;(q-<s*h@B6bUmzyEx@*b;qRtyIguUMf`{J7VA){Y$(!RulyFRu#K
zo;-7AW{+Xou^!1~@%!u4w6#x5B%j%mdHGCi`Q6kWLp3wAYdN>JoQylSGI)89;W3l^
zdv|nVc3gP6>(b@RzO7uMXD%*w?=?JD^X+E(vckv5j!7h6TNj%xWs;H5WB9CHzRqC#
zy{gro-rmN?BtG9Qzdy61gQNJ}9m~)Ee!rh>SNlsMxo79|dDUlfx8F^hrWc##H{UMz
z)O7v)bMx)zXYakd+~2&guyC1UGuzI8zH=-trmnTE{$}$3$8q~J4UEiZ=2#Yk3Mi27
zY45EzZ$G_nJv*;dN{`{QA0Hnt%elGf*@cD9$0U+xndN4Mt&7R*F;ug(yy@cZE}h(S
zbASDQPF~*9NM#0v`WLL+3|%uVi=VBC+go+&)TyBV|Negca@qg&*X!}uLCd&vZ*RMK
z-X<kA_2zcwtvNS?n%Q`RoSd3&ZOL4G<Hik}>%tNeD_UAud}o{aI=Ay(ouV0hWp()a
zn77k(qnEwk|37Z~{kq+?rN^#c54ZpKV{z2htfdo`-L<r}y+O-gXBZ}fHndyH@EtvV
z{PgkT>eoN*Dt)~y@9r+qtoxug!+HDvdy<lqi?6;~=~q6dw57d$b=uikx3=fcS5i{?
zawEC_<=XA{f>wvEH7R`L!YgC3A>b<$L(yX~9R`iGIqK*6+MPK$Ilrw9J|<!N`^{!A
zPtQOvudZ$R_t#yy65=VIcXpOd<t8U5rz?xy`Fo|!_2OT@y1IJ0n*Y2t_W%C`cZ=(n
zN%Hg<X5HPjb<*U?Z%hCGc-+4#boDePWo1zTfdwxwFJE2w_*mA>O-t>5zcF4LwN>jl
zL-)<IGYp-1rA$tIU7vWk?c0O;cSnvNe|=%0^DNuyZM#ZdPI_;3my?HQOZ~TxA20s=
z{9M(u{{Qd$Ta%CTEnT+k)ntFWLdi1>46TPn1sF7rU0V~G+^=(YWw83*pU-A{d3Xe5
zWUM$h-+ujE>vAnUJ-_=kpL>&%l0<}smF4B-tCxH-N<H=B%F5up>GJaO`pG@>Djsoe
z&AS`*^wiYTSC{49-X>*Pw506KjfGWTUwKa2mUnlRn(r)+T?JpCwu;AH@YdhEWK-(t
zQ|Hh7e|~oM@^Sh4H$`)&7qPlb`uFpE{i`1zA9HbXo-ChR`L@0L=Z_y52O1c6{eHLm
z>-YWtV^dE}*|=P?YCU^{w-W<nL(-8=I(O^;|K;N13UYI6TeN7=n|rfCaVxCux5Bks
zY?BUX^Gx{rdwWI2#g``@ZUdbq^Xc>FU=NRuT2;_wrIc04ievrq>kX5SfmTxNymoVS
zxW4V*FPC@91(kzhA??hJg^bK>8n(8v&(F;bZf4{C@~~arYZ54pmEWs8zVFe+RiWCx
zvrIg{zP`SH&F`ZtUAx6t*KMx*`)gJ3^1fGBS1*s+n)UK=zx}zZv#%cge}B2ZJg>Z6
zOux;ij^kwv4NZv(P7Dk&GtBen{rf!s|Bdj;3=GrR!yOnHc6j{$_V(-B?f0_|HnF<K
zaxuh|?qFhKU|=|q4a!dp3=P)>96%L81ur8D!za*`TakrKk%dgu{<_-0>BXTltx8wP
z@U_>})Wq;f-PluEY$?NcxAOU1*MPfQbB}Zge%siX{zhBjKZn8&wYBm4@7c{Pv5>j7
zB{Mj1dW%q#Uc}!1T0VwwaVCy+p25p}CYC%ra%_`M?T3TxuF(Pv{d4xO{$S_-`(M_6
ztEtzo?(F_($NH(Ap(*>^Oyl$~7v1GgZqk{m73y_N;_OUgcS%V}*H|eAaZn0QO-sxA
z`s%7{>?zadN5$hq($bcln{WTV$V&ar|H;?)F@3OS5r`=k(}`HHWs8aDCHwzB{XH+`
z@Bh2Z-|puUjnhmGLY?>iFp7vUvRs#W{x)pm#*MEoE^g1;@vu#1Ju?HtgHwtP4`vlT
zIU%?<YOB|@)RooW-%SEli>D<Pr=Fhn5;S)9eG}+_ldrF@`<vgZSbS=l?&^jH23I$?
zRmsQuW?2+2@|$b*wCo-;JKu|$>GJ{~AL|X>S5x`(_wUtCtz5hQe!Fd&bcEyW?d|&E
z)z6tfSF$c$u|mUAhVSdUyVloDp8q|=*X|4|hR)5kUd}13_TpM}erPL~=#v5qlcFac
zyKCLt+CVJ^clp|oj~_pBadS`JzkmO!>H6!V^LDx_yY-y-Zf9NoZVqUqp!CHB$E&MC
zgA)=Kcumz>x~uf{s`&kNQ5%z5?|uUvso~(zAj8+r#wRo5`6hAwxSag!dn!MF3O#@H
z+#JirhRMe?^z{6edQA=b`RVD^Et$c4zu&87{nci!t?dn3`gFWcHgs!NC@UM=s+yml
zKy@c5D;TGr+cEe1qu($0|9mF>_5J;L(8i&FfC;NYRxbMeet-OI^Zaw+y6*jQS3f*F
ze07PZaBF+Jwt+#w)z#tG|9-#!{$rV1`1|cswZlQ7+11ezkdUw->)M)?jm+$?9vp10
zyjJ+>iKp%7Gsaz=oq+`f8?-`KExEQf`uXpO%Bph@imq2ZI>KrD^-A!rkH@4%Wn|Wz
znyS6pcedHDACLQ0MgPoX@GpCJXC)|0T3JOYDk^FPFY9@AZSCsg^7S$7d@=>r_n+QN
z^S|@;&6UmR{+2R)YooXOP1;iS_LhunwS^4d)fIt<pBmNw|6ATGYaIp}sX5vu3Myx{
zLRY<bxBLAyclp{U8|9vFnma!jw8C}o_j{{fU0r?pJ~$lCT&%mkE>_C6YRj#y*~?Fy
z@BoEf$;(S!eSKl)=h@!<r)OEc_x07))0c3ESI(Kg_U8Z8_k#NS_a?|%6gW7y@dV!8
zRT{d?N3yl0MZ?M}ir@CjgtB*cA{V^9zpHfhuCljT`O#amu1=XTV})(?w~83PfG0c!
zyp?~yUhhqfJa+y1bs4LY6B5a1_SOFGIsDLoul?|zuh*h0^^|RG@0Ps1bv0sIs?O<6
z&(Holze&e9=?KSm(;vToSI^n*+AU`J3{)fEt$TH4rQGZ8t}Y|K_QPLZUDdw6MKgHW
zjng-`<<9Qx?mivr{%u$FmlqGW`K7OYdV0FKw0Yi_h+r?Tu9bm{+m7d!S;#yCwHIx^
z-z}fNQRj3^YwOI->F29r{@wrouYC8k;^*fob6%gCsO;|J<I{8cm(FRUx3{($Ylp4b
zuzY>=_H$2*_+%^+l9H2c^PYdb9-sg1-QCwk|DK(lE!}=NF=|UjBB+t#<m42iclh}6
z<32MC4n8&m?Vnl}vN9-d`^il@m$&D~Po6n*X7;`A`}yZ>KKI;y8nPzh;+vbBkLSwn
zE`M(px+<j5y8ivWy~TU<H}7YUc{^P@@^yH8ZK_u2swZXt7@66gL}u6ZN*W*g@#Dvi
z*zkme1wS7&^T(X4w%l&1ufO-pq`hz6RDF9h^Y!=dkLpdcubtVtCv<h#%nu(5`rn`4
z{chLkKR=((*Lz)f&OGS|hjGr04Kb%dVRN_a?X9hqb$-#)Qo(%)+wAM>&R%`@=x1$B
zO;L^5j@#ikedk(TWnp96b+;})KHj+OO~m%k>G%JE>g8kS&!2x<<mBXZ=K1{kcV(6i
zfyxaJW(i44XUp)lXI@<u+IM}nS#FljX(QiRCLb;8!@{Oz-rcqJuls{G={y5)d+k`S
zw6B*}7ibsS+2ZrI>5CRGj%AxLQQ7_0=eE|?na}6f-&+&6_tuhS%VurOzCO$Re$8c*
z+*?=fR6d_;`E0ikql%f?wI4rz%!u1tHFK%=^jTA;h-@x+=(IWKrqS-&@9*yVzP+{e
zY_Pv=>a%lmv(57F<xHA1>CB&>pU)m>WPWSEWU5xE(f&W5x=&Y?y}y_1HC-=v{r2ML
z=hEKY*{P<fc{1nbrlX+MS!#xc7pG_js~zWz{U-b`a&y|wyZ7Sjejfet`!^^Bu<^^i
zDZIa<=-;2p%PRtvt7G5Z-fqq<u4i)c<jH4``|ZtgZ*4K;Yd?JC`0;8U1<+#b&Ym8V
zX{j?8EKmT=R(`(dE<bb05|zz)cdd+TeiT>>Tv-=;8+2^j&S?*AF81~HnJrwnP|d{T
z%AQ}ZR;OKF<_pGeZfsl@v$Lp7mRnq}WT)@u^z+;N-PY~@S7n@dh-GuqQLf38CMAjK
zL?l?1yh!kuw<^h4_jB|9`+2+Hnk7e0+xhvN_1QI%n|+FkHbrhu^X(J9u>a3feZAK|
z{(isjo078R?z-shd1*H{rGi?=XJ(n6K63o{^IO~BF?Fm?sI$zrt^BlPWzf>DyP%Qr
zw4a}zf|boQK7Oa{cJ8r<1v8@ac0QfNd}9CqzxmaYpn!gSyx)AbdA?bE&Bs<r%c3QJ
ze?NNsIC+|0Y}L_imiBk%hR9o$oOp9<>uHnBOGhH6r9OK6`0Tpa-9>+Xf4iMud}edv
zVYc7prb<eOdL)gH=|pZivSi7U8LHmXW*j-<visS&xz@Ya9FO$=`|E3OYNVQ;-Z`JS
zR#$UwZ#!G_@8@&NeJ)X3v!-gs?%MM5*4EWO-`D@ozP3I-KPWi(Y?r9^nI9h?`}Rti
zzWM4q(@6Dr6{y2e_V!k)TfbcH`r@mrLU(Ta_~qs0%6Hn!k9LdSeytt6tOw+Un>z{@
z-`rEVS<=34&&r66i){Z}zu)t?@OS>+uVIfLKTei1%gI>gH#ZBE>e_gv&s<pO+`E4L
z`a%mCH7%`EDJdyC>~}Z_Dm6TqHF4IgSKn0r%`LyTae3|Euh;XYf9$XSqkOz`%kuo&
zbHgL%1O)~4^!N9Jw5qA8UH|f??%&VnGXLv$GItb5PFDB-wquQa-H(Hhzs$8RpLJ=e
zHz;AoRXk*!o(pnB{buv@b28gcTNOTPu`GVp^Y?#bWaPJPTXJt-ds~yg@8`0;wzs$E
ze~(zN{r}hX{cnEC*ZoMGp8M<D+u6zccXBD*-BoHlEp?`pY1R%~Ltjr%!=+wRK}E66
z_dCTqms$I7(LHUnaN)vdv-9_zyqb1>T`Z`Z1xf@bPIwgm`}0%ga=*NN-l?hD=`wun
zFR!nke_C7Sm;@-T|K1T(<Er-i_t}R9Guq{<PCPaG_4Rf7c5h$bv!;JL)#q(kzW>*&
z)jOBXx39mqCHJ=3@qK%zFcfKS<&(3yG4I_guZ*y;X)mv=44$|3+0*IqbsN{`gsu)d
zD`Qh(5I+0Od*SfoKZ<gT>z<Sby?uEjW%|U4iT~~HmtK!mv$egOy1V>-t@&}z|3~Ls
z);VpIduz+bACiAwuirl_c)4HYnw7q@&Az?Q4GRlfXU4ko(bLTM)RdGNt3p@bdiZ$t
z`hBOaf~%CPhk}-R%>?aL3ZMPv_Wg~??$a5St22K6c-(J$jYmY3iDR9la~sb_ec$Cv
zmp+|Q_UH(wuz)~<3}1WYx0~s)=jKnHnp!_QdT&+f_U#-y9`DILef;?H1L~*3A8~oS
zzP6S-q}lr1->Cg{e`79hia%QL)weosPIymEZEbO@k@|D<g}qXyS|2|38ZPsjYjtds
zj<BHM!*5Go^xOYC@$v1Gql_v4|NZ^8y>EWqua(EYf;tGtHt7VfjoKP>d5(H9U;E)6
zdHZ{BjpC}`n(n^qE?+w(c~<fK(DiY5A8()k{QP|LtE)nbCEGUbzrQMM?W=Dp?`P-l
zE3Cd$_wJ6Ru$Wky3}1U^cXx60@$>fo=RBTv#G6y0b?w(TH#dWdDhnCD;?HNzcdrF)
z4N=q3crl5|<6E+M`Ma3yZ#T_%IXBx}|M-^E8_)hM-N|%fOXlUC)JQc8iyKcnOUumf
z*K97dkXcs!{oT%Gmdp#*uV4T3<8k@V`xWzY?(e&MZ{L$APhu|XhcnDHPVcjQ`}KN!
z`R<;VmzUpud#qP_diJj3-_6a<cjHR^yuCO7pC|gPSo{N<oYQerMPuV&<MeY=QX@e_
zVO~?UrY2WqWUK&<<D8OM{PObh-7#)iS*z;){Y>`^+F$oqL`G)L`>(VA|DUisH8Sho
zo}I6*uaE!HyVGY^>Fclum45SVR?64?a0GSM*TwGMl6_ros&=^FB+!IyYFgT}jQtfK
zlYT#UY-SU!sNGxrecIuN8|2^Yizq7ERQBeE;^|FSmiy0V(*J*AqVlc1)!TJWU#k6n
zclm(>4%6Q{IXRWwul>F=_S_^@?<q59u6*zyVQcpFbC0d^_x~;PytL4{{mu8wM|DmI
zB_%Doo%-d~)zfm-iC0&JS}p^PKW)<SF27qky{5MIE~rJ~4jOIgG5q!EwEo>~ukY;K
z{O8Y~7{BhmzHRl>>wY|Jm$^J?(xfl9^Y?pBs`~QcVcE~n)nTEt&2sPf>31Buwk!9x
z*<72-ph<7eX~uvGxm(+Et36Gv`onh?JuNwJ`+Z05_3iohV?OT)x{>>Bn`^h2=cIQ#
z9`m)fwpQj;|9-o@x+Xqq+S1#3yL~54oXEQB;hmkuzg{k%|K;oT_}la2BO@cffeyVA
z&!}X5Xwx<=^(Oze-9_*BeqWVybCcz>oikD+L1PT3rt7~is#+PewB+yC>)u+w9`o&R
zW;ke?`18|KtEw+6R9+rrmoK?_tn$&v&*$x5Z$58#+SFE6_2@s)4qDcz|NClxzY(6(
zbgp{o6LXfgcXkHvt^OW1RV!3POl;Y$t=X&d?(SL@zJ4C4-#b07%JWj|z4>$0=lGqg
z4clAwm1(|?hq#~L?QOZ*$vw7JwPo-3|KF#gsi3eRpfT%spX|5up!UrTGdsI`Z@1*$
z-sU;UZ@!(by!`wa+ovi2uP=0FuimHZ-nSzru2;&`X5Nyi`tfmrfq^@>DQatbuUxru
z(h^XYJXy9c$F^<fYUfFLdp^2tzr2L|VeBN^ZGD%Y-rCL@cq3}_cbh9K0+stuXWZFQ
zsJQy~{arezgATXx+J2iBvN6f^w?y?T$(0*!zX2UZF*!97H0U_*{prHT$2>p%*>~ps
z^Xo4!FE=fF6LIwDQB4&Um+P_Rb6;IqnOt9InsehqUiF_JAH8pT@XtBE!L3({i=V&z
z_PO)t{duKKCKx`O)K?u5F{8)OweAjMIjG-lv3nH{KY#ge-e;fz!TQ<nSFOJNrhbl+
zk`mXJf8H~{dlk-`QDKyMNyRkhMnLc~pNkh4yT1+W*Z=o?%Dj2=lK(wE-hX=28t+?a
z&&?0sum8W-EayhTeo(RUd(}1D?{|{xvm*r5{pM__Ul*})(eZ6lwL*)m-`?1m{O$a^
zZxdJ7mi_vYIsNqM)ne(k$7aafE_if=vs&cYpKFPcVe1}Gi;WBaCDX@U@20o!SLx1g
zxsD>+uDv<9)2Wq9Zu-RQU-nph_pa+Je0pkXvFzh+(X!cl&;GOyn(%$;a=q1`KmRO!
zaDegZ+UW4Z?flpKWUZ%6of^8}{QA=`k8}!e($T(u{H|rcwd&Iy%<p#Wx8sjdt^5DC
zTsLZq$F$U!KR!Or%MU-1_wUcoSr&zhnwpyS1SDQOv3mWl{Cz*&`0f8}Ffuj{T^Xbb
z>LzAgT-3T~(V~!DC7IR#PEJ<8z1@DMwt-R+sB^nANLALl%xAK?f7s<^zN((`^?x>k
z&O5Qm&pfgIjk*%+(?81b`)VrJ#_l$||NG!w3(nTHs=rTywwQjdy*+#X{`!U2rpHg;
zl)pag`YpS{edf2f=dZsWSN(R<^y$~1PcM16>f67+zuy*4e7FC9-O(dQRyehCeY?+?
z+_QI$_Q#*48?)c;V16gyP;hm&ZS}Tub1WynzO7f@WBBWFzr9KQzZ%;Q2bjOTzWIK;
zZOxAjixw~b9DDfaXR#@tZ|itkzKbk-dfxuO&WBI2GmTQa&ds;ikB^UE8^8bFzU4oX
z=IvXm9lvkSw>LL~SLBv``ua6ADQQt${om5FbFIVk_kNw$)ZA=Z`6<OyJnwzh)m5Pj
zr_KEv9r9ea>RrXGcYBs9>FWBL->Z16IzQz}X!qvc)JV&`tEc{LHgq$;TXI?TYN4jy
zz3p4Gub166v%g)fn!5h$^!U1u5wG?4|0(i(&Be`qd7`rWr>$q*`(#d*_IR)Q@S#A~
zt|sF7xw)TD{r)sNf8WJpz0#?X)7tpu*9j`S?Z|ol^7HGWqI*J9?>~MwhkZv>A-CAN
zs>{oKCzm|D209V++0XS+TeBt=-EW)vH}2t^#rL1NgBp>ycXL^-SDC68d+XoNN6&RO
z{eHXsK9|X?-Rir`-cC|EdhFOPUinM^=hYV+-Fd$5&qw#aUoQK%t~**OeQkdIzm+?S
zpMwS*qIMQ7)j1t>ex5D&-aA!aU){9Nzq{*da<u<tX_E{EPpj&0YmWb&82|g*+s_qq
z`sMA{{r&yjd(x|GYqR&id;Wa6Rq3k}5{rAK&Etw>r#~us8=b!*czNI7;-H{O$G1(d
zs(F2Ft#)$Hq{)+Q>t=p9t-t@q;)Ut<$Bz2e9p3hNXB%i>dpl>G=ehIxo^sX`PQ0#&
zTc<5{E_p}(eY^ho7oVS>AMWMVrE^;A+Hu((AuIwhSHHc#pI^^CZNh{Fzu)cFKVQ$u
z$!T;f<LoR`%Y8fhdwWAuQkL`>g0|M&xwrp)*XD4g<eqD5qr)HE3j?(Z*(Lnz4bsoe
zsl1t|Trf|iV%MUgA0HBTmrI9RmA%RMZ&UZ@htu_<zhAH4=6~-$&n7Z>x!>0J&-YDX
z5E2wzIAex{WU@*5yO_DQ)z?yYUtaE?eQu6r-t@~Glih#2q#kPFY+ZN!q{QP-mMY6Z
zIqmq*N2~42@7Hcu$vi*LHfm?lQ`PH15xr8To7U@C>}M%>`ru$QXsl}csiKvIkB@yb
zc9F09vG8`;@jhA5Nj3VJvF9F_etP10cE0`n+}+>rRiA%rsOLAw_V~`<cMFU5>HE*M
zN{!#UXVRv28UOi-`TPHFJN`7~y`=v7+%HEed3p`yw%5PAv(u{dRY+fD!)ifBmhi1B
zgO}f`KLQ#)TVFZn?WRqeistl0Ok1ixzb5EX>%2`u!opK0PJCD-d2B|^c3InxM}&(k
zWQ>lj@Sd(`Rq<iLZK)XF;xgZz1rMFx-rm0JV($sqS^)j)UqEG#{+<tqQhy&iS9$gE
z?fm^$m-)^v^7Z%k58s}5*Tzoc)}~Z%)2u5V$0YWCy%sI!|Hyxi#lynL+TY)%8oJG|
z|F`pA)oWePpwG|FmfkJB{<M5@Ox2Hv?W(am-hz&%(7VkeXJc`^`I&fkU*EO8-|uNB
z_oSVjH8q_BG;))6cGlC4XIBI+-ctVlUd;OXzhAFQ8K?Cu;bwf5U;jJ0?<Hu;WM$CO
zl%Bx#aeF~6r~cQV!2sKD+kzwh{rd-+a_BMi^7Y+XZFWk}*f{v_udl_wtDopHGBSGk
z_)IZ$i{75M^?v+K$>b~h>;HROaZc4MStuhTqm$gz#wWYVxt;H6*5=yZWuRfRNg->a
zOiN!~c{%A?rK+X%j1#MOUzfA3x)J}t=Hn6JUw=NIx7~JsM`7~9bz;`3`?FrJVz+(i
z^rOH|{)OK+K9ha_|NVBletBiEdg#g^*JBdBa<;dgzQ5yd|2O4-FDD=0KArR17>{0?
zDwV*Z!IyP?U9Qe)qp8~A=f2xSMn*34nyLlr4^@4A^>o&?WxmqYDz~Kbb{zckSpL6(
zw0WM1rlw}v%S%h2wTj0XT)cQO?MR2<&S`%?oz}noxvi~j*7JGQ=a2_NIEB?_+|J*B
z7c>yE^I7b^nw_>BpgcCyBy*CdpP$+5>+8++_k3v53|}{=v#-xgR6Fd<b%&Np-c?&m
zUtg11T+}aVd~8kp{(GPy4xc#|7h~%Geg!!&?d+_|m}l4H>vQ|3<wZ{O^zbk!etyo>
z)6+BU^fX=YjG%kJ9B5!mF5AoBf4lpSvUT~#dL-qxE83r%Z=c_PEiZCf=KXzpBX<-m
z1i6G;TyKlJS6_escMG9kox<uqZ*OgV`wP@SG|s%FvN`jz8fcgzY;9EPy^6=Ypvgy2
z$NAmf@AqO(XWZMf6V&0gvbxpM);8<Hg@DhewAat@oozM~gf}K1pH=kq)Xh?zhz$px
znt}4;j~_oIPH*xF2$)d$<6-;RMXueT@eNQH{pX9t{bw%w+vjFoTa&4C+Q@sF&Pl`n
zPo;i*y0S7@&B*A|z3rf0?&)c|#wSmnOuM!wa+&93wPOzpp4`~}j!mh=LZ*_>r9yM-
zJd46ZE-o%NwyLSA&3bxz`s^o9QjF8j$$Xx^|IblSr{}cp_8YIY-#AnVtNU%a9=x+C
z6+9l3dRpxBQSta0g34|)E-m%G-8@Y%dfS^WQ0LTC;9>Rqz3Kk)MkyVhUS3A`YroI^
z`EK|7BH7a*Z!TD%@VLODXZ`y1FYoQ$J<~jY9!OF2_B_*WF<m45eLohh3|~KQqt59+
zzwiG)x7F_Xu9(_=ac6eQoZfWi@Av!pV)}95VXs52+`iAx%>`APcKc&=jdgX;uG?Ao
z_*mN0Q&ZF4-`o4mEKPoo$@<!@DJO+~e_rS_(<trAioj>x`uhw(!#1E%f|VgFC)xf7
z9UM0O^ojT1s(;O8>|$o(SQjO2mb1YgGyw6C>Fn?N|KIEL+>iVE`<sIXTnjB^zR6GS
z{$Kfv*|6+Q#N+qx-xtP(Gaivh1`V8*?KRE1Vo?3<jbUJ5;IU0>y!jN4#YlwSzWWQ*
zM}D<(`KPUCo;*n@zFT^I=iRjDC&S`Qd1WjN+%>F<pZUzYJwd*mPu9rL&@gZN=Gx!i
zKz@;9?l2U0JGJj|pY^Ajd<z-A%i!)wx_u_-luh52K}%!Ky?_1sb>Whd<etbq6&p3<
z_w6}e`>w#EXa4;8k-N)s`zpDsnqI&Ao7Q8vyX@^I=Dn-Get&sc{rvZUI(Mi2SE9D(
z-_HXL%x=8){eJ!ZfB%z@_f^KsS5H3PXS#3SzP#(AA|feve?B-*{~UKN_ndc}`qlbB
zAKO=kuAX-L{F3h6dwVR;pJ#gh9@OnEIvYQMVbZKwS%(fEzWeU+jvW@oPfkp<nGPxh
zcmJJx?qB4D>-&t3&EU8Dae&X{U7dV<?bp!lpT$)gcKn{p*wvi<PYgUC3rYsJw&$<^
z@S(s`hHv}#xc4_VyT84)HTdPFrJ{0j>y8|8+0HBun(#BfTQa$+sYyguc5VIN*YV*+
z#t#l{$-Mk#-g+S+Auf}AC#R;`$bXN%J0~P8NIO4ot!ehP7YEtpL(a}J1<h+TG%$p&
zkBbG>pZ|W}|G#VR+~+gX=UsevceiQ9hlH!E!~IiFPn$Y_{(P;lH7lN-ot^#V#l^h)
zphNPm_edI-{C>NAb<WLATzq`jdd=^FR!3-RYI>UADQH%yeDm@2<t^Q||NnfB+LY1>
znnmBR!GM*8MZ?G_Xs&hnwNq2IzrI?%{#o`+(6SNp`!$Q}|9zehnqt-pU8Q1gZ$DKp
zHtOr^>(?6?nYUzJ)dCG<B-@^IRM9;RI-fyQKw!f9w<o+^Tv~#Hg1&q@t-m^MZxt6G
zUsy)QioCsF!}k9DcKg?t%l=QFKcD`*ENo3gVD|NOS05ei{(69!e?{2ZC@xOUiTn5O
z2l))todwP5?<#%$<=yW0yJFgY{@>06I$`bhw%lOQ)UBxKQczf}3h@NFy^UAeq~b$D
z|Lv0NvE`Zf_ti?7=go=Qmb3EIRBg~K&B22QS4D1KW>xlP1?Z@U-{0O|mMy<CG5cTB
z9)FvydtWY_4H{nn^&CKxHVFv}v_e)auztS>G@x;%`u*PN>%YdX`@UuQHjw{8kx}v@
zVEfj8|9-zO`+ca#_VJf9#^*IuRbBu7`WpQ9)>cqV1}*h^xomdcr3VL_x2B(;C$sm1
zXo|Jo(p<;q{G6N@r^nZ=bZlk=sR;7$=s0a?23nd7n%I3cxBOmUJD+R_XcCTvMMFcw
z<Lc`0@Y~yRO{>0SyuG>k_~R8{ehNxUufB36#P-Vt=dP}<N&ENjKXmwT>F2ZNuY1k!
zU3hkO_GeSJv)b$TEGoZW8-8|{X>diwj+)xq)X1>Ddz^DW-MY?i_hZ4gH#d{tuMb-4
zrD<Uiu{Ha8*#Ccjr%sx*X!*RVSCh6`@88PcdeZ0^w`{z4GCQA4K(CZ($=%ZHE7Q)-
zirQVa7PMC3$dMy5Z~5eGR_xee(c0FQbzy;{m$&!j*X#GMd%bSAU-Y(|iR<70uQK^}
zzW(3hcKN!9@As<LgOc8P`~NYZ6T9PTzlQ$)=f}YM{a*F^mG%GsZPM|cZJxjHN#M%v
z*<!j;8FzP;X5HJf6SN%g%F_d_b$@?lURvVW)zh=3dL<Ks$Qe_6K98wdp(RgF2!^hS
z2=w&y%(}Fs^K{u__x`Y|s$D_B!Jyep&!EX_zMzW(d}kUReW&*2%uM5|cRQb7*_iBp
zcAjnYq$|t)<v~->S5^eRy1)OwYHc=K%;|ge|7$(PcWv2o>kxa_e&h6W84nM&Zqo7I
zey7Mga5^)C>NV4P?rEQ|P2Y27zWx1uF>kJHO7(VicYprk=JU<x?Jjo;tD6)&I3V-+
z|NZ}e=YtLp(~aEp<dZ0WjPtei@#}qOo1NUGv-`Q$gQ8DYCI^RwO_Qs7q4;~-ZSR-=
zBpKF~UjHLH;g3bhiwS+Q*3UjkU;pu=LN|8Tm4E-IOcC)E|8?N}y1>P5MHVukr6t?*
z?yk!@cp&uAarycyH#etmEq?B2`|ro&NlQ*m)sDY<H@N70*+ogytSQ@aZZ6V`-Sy(x
z?EJ8!U7}Ox&0DvA-!HHC`+l#RG<kAr<g}>md27GDy)9n4lOZ5U(BacT%X!Y<{vDXB
zq@+~x=m=+OO3I1z=l$FH<)`)c_n(@sKY#Ju`Sa%=I(#_x+fTj&TW{y@j|EM0|NTEL
z^=173U)NKsf9$c?bxi)Wc2V`WHy6A0_sw`+`kZ;M?`*THXJ#6AFEC=*Q6=E;Nzv9e
zc2dl|FBa~ezW)Bx=g*&i>GI{L@87>KvTST@{I-eV$=QbmCpPJT3!zt6FN3C;*TwE$
zr1!dO(eqi0jB{=n+$}iF3z~-b_Wu6*_`092l9G~K{QTjMkM&+%>Magh65<-G#xSLV
zWkL-H7uO_}>B<kR-1Ew|adL58+FATOM(_EVnZ{+-;eGP<>z<yTuC1kYD%tu$lwtn8
zJu&N5)z!rvRquT~CY^u7KK|_O$T?dxFT3U5+EQpe_c4=#t!?b@@9#mmwD|7Fray`e
zPnthp(|*1-;wGpMoS2yS>GS8!x6{(nKucLH?@f`El>GJedVJ_oFVXF<Blp$(RQ+Df
z$H35_{r)h&{TGWk{yWMIPn@S}g@!D2V$Hq1P51g1-RNx^dV1&n{ok>}LNXaN5+<{~
zE9dU6(8$P0%Uf|eT3TM0TFpy*e9k<*%@8Bz+{Sb9$H&LryLfgS{HVFl!tAK{@nsc{
ze~9?U*Z<wRtNeZ5{Ot=La47toGGW33e!CwI?EG?Dc0Y>UTebDuySuZKkGuwze~F2S
zRlnbEFJ_sr{eE4vqN3ui*XwrQS$DYdcBqd}kCa(XMe8<})=<zAJa5BeDE8#v(TlHO
z5%B!~@B4mGhfda}B4E;%jEhR34*8@d$K|ShmU>UWwjuGbN&Y<>)BJmP<Tz{Z>?rK&
z?LB)@z9u1Ifm^TCQg^vZ7f>_j*0$W$UteF(KGq`%>f)T5svRyen}dOYL4=z{!1M93
z-p#vzZPD@O7Sp-V#LBJW$#3^#f!B1swOLnJW!~LYTJ`7S@vm<-pFef~e!Q$z$%P$-
zkKa7EpCecIBk||&-{3-1eSXcN6DK@;XBas4+x=Q`eLF7$1A~Sihr*<9Z*NauUuI}%
zXvrq~Wr_cMyH}T&pI<tKm4SgFrc}l?mLVXh<n67kE4&-nW#&KXP7baq%;_@k<6jpx
zE%C<PBxOs>$X+Sapr9Zj{<(|{3?j~R*2h|{YXB|N`5?sv@&v<r#ZfK;!ypI^5r?3l
zNw>CUFW;1UdX>*iqpaK8)^5wc|8CRUdA8M8*2P+b3ZRD%AA0%tT>1F;_}&;p1_p+J
zJwL=s8C6}2iZ+2xB7Ajqb@q`C!Bc0>TshJye05J{aqi7cuGi!1_ul>X;9xUoO^uVY
z^Vd__>os(Beb?{*w+pm-MK^leiR;tvf=YpG;q*g4zx?@pUfaSVVzyas(9WW#DxUl{
z9~u@dUTm6k!{F>(>+5;eRbMieE?=%~Y8o24I&7+nY33!Dwb9$Jffhn;&%dv9lZ}Ca
zVZn+*?l8OD8yi4Jv}`)ut`fQ~CbIlaVLNEG(dFg-x7VMaZx6~68xFUtfL2*vym)bz
zae80)Ymn|PVI~i|xwh3|j*gBy<M{dbuI(&-zNPrNA9#|a<joC3)4V$t;kSSMs93sW
zNzBJ6Mh1q4M_mk){6TF_v)o%M$vuCg+}zsC^6%-qJX9<{spQ9pM9&}>7ngOZE-o%F
zj&us2I&tEI(@_Qn28WN%3@4X2GP7sBzqj|*-QC;w{ri>u_Rh{=P+snnu~hQ(^7lXg
z@qR-?L(FLo9-cE7K~CIpO~Bz(=79!ADYKjzY3Jswv?_h2VP+NvYU2g_+p2nMg|3>S
za&vp;T-$21>qejf*TtZmU9fhc_!=e&)2u0=m5Og~ZS_t)JuP&uRjEnMj{?u2l9DY;
z{@<;7x<^!d_u+PaZ5<t-y1F{K>&7W31g7dnn;p-N-CY)XeO;{n@iYbo1_gPL)iaIL
zpH;lQvNG5;<m}bMMmOcN92$=vKmPi~#l=<y4;ubPE%lmuWsxiQ*;%IA?zg4$_XJLy
zI1w}yc{){9U43=nVmB`@FVL*R`i#4v!pGv=bv@bb39(H#H>YRc-j*w6l;Y8MU06tH
z3ux}^V2NiGq_kfB``zyIw^Kpu0FSb5Pk4Iy`TY8I6P4Xp`OY@u;^)5(YHex;FMF}R
z{_kqJ>Ngu@a@%>OmsNg#wzBf`Gbxjd370NiGReDRarD@+Rq5yFxo&0zMTemS!^!2V
zLRX)<ejQYa21iBB%DS>*p<(hd(8kFki=sG>RbgvqU0WNy9JJ2ryxs3LfBycxy3m=u
zSK3_f{BwH-28M>!l8h?zK`XtMdQX40yVl3Yr|}ju0|Uc#rg@AYTOOFQ2!IO0IA?}Y
zF2mpp4b6u4`+oby?kWjPNm=6L<Rl_2yf|>No2IR;t^01<>TjS0vRbjbwj4Tqc<PK9
zD;^*37Z1D&N<AMRMqgo_B4Ypl&*oVsnV?;yw!dC122B%yQlof$P2kCsC!;nbG^)HL
zR3^rP%S7??!#}?qWS4*O{eC?-MT7Fsq$}I=<3TO=TU#=%N?%O@E!(`f*j?M!Hg@I8
zm8+t*u2Na)Iav)f$GOaB=AwPIzr~({@+*UDSM-KYn!38alR`Eo9hF%hzAh$`uig3I
zzkidKfG)puZs#leF=5Fx-DoW<tEl2<XFkRq1bNHQh2iA#XJ==hmRNjmZ*}(XZ*M_Y
zj+s_}%h~(+oHZyfH8nMryttqUnq%sfHa}-tUsJOuC@83FK@q4p{_#L;O%1400X1$w
zS?S^;*GVd;H-So>UKz_EqyqA%GIE>ye03`*-yG#&T*9zu(V~*$vgIp^pPvH-=p<Ed
zld3Nnppu=Loo`F^VJ;4i6Q=nI2@6y}Cpj`OF)%b_i!rLqPdhtn>A%0fU+;duZ}a+s
zl2=zeXU?2i_3Pzw(2jprR#wkR=jPeY&i-ede$HdkU2y3tCg||#<=gG|!w$Fc7T=94
z{eHJR`_+||UY?#CtB)7m>zaD^;o){sF|lduSIdLeGTz*jTD<4l*6i@ox3|6uZ3AU(
zR>R_FK4<4x8XwPI?l)I!QPw&+mI*bWdF4Zg4i)X4H*un3at~-_xmM^Z&}7-IZMo6w
z%A&XB1jfX~?7L=K_ou=%=f;Og*=!694i9(!VzPiVsI(S!t>gRBG}Zs&#fx5^o)^pS
z*G_-@Rnj=^#PQ?qUteFJuA-`<lJW7;QP3#<-L$W-uHM>RzW&|r_jc>A@qk*6<}r*X
zmxE>jPEXSfzP!x$>j~w44I7)7`8A(9r|HM9tNZ(FWzo}9la_!MiQn5(3F?Tl@k%Y(
zvc;rV+T0Jc$oS^w^ow~cpeDeP9ZZw_&(1QvEFNF8@K~?(>$ltQUz?!lye0p>U9Y6E
z8)&@pcIfIb-`CgHg2o6yt<kJII|^T2SlA3Y%JO|U0|Ud3XN9aw7^KYe)*S5?e|}R>
zO%1e({i~BJDCwO%1l{8^jEYKCr3TQdJFAKh34znW6@bvx4hEx|9|f`HcT0DDK4%S@
zv0S=zsc5MuC@pa<bYYpm%+8nb=Eg?QYO7ygUM>c$1@@k<2O8BfGB)nsWdl<9Gen8W
z<Lau=uTLiXYnhsc#@BwGDp&o+F!$CLPg(1-5Eqvgx!Ny*x%c+$TyYu{ffL$=1RXZ5
zj^4iRSfA|bzrVj{gN7cit(mFjH)jQC?Os=3-?h{F``08N?-MPZ39=(bqma>M5@=O*
z<mR-OTd&7mR-a#^Brh)y+9Y23`r6eMfr~>{hw17@Y*+xXq+p_uutSd_X#T6}%Zr6x
zQ?*t`Z_l$Tc`*UBNC<SCUeun7jnB@{U;p>_cTjsk%BmzIa5^ZpK2X}{8tYKUBWdKa
zIsN>#i;LYw1qBzj%T<Ang<KW9+;81BK|#S+x3{ks5*F@W5Cn4IyeS<FpWf|$|7u?K
zyTGKRMNwO`R8McR*_MB6%Stu>d2g1!0;zfu-pQfh-Y*yG;o-6Gw!5pVrk2*LQ=*_i
zSrFiL#8@Hy{Jg8-@wHFOe)Y*(gI2OsZd3wkYz<UmIx#`f`O5zK`t6t5c_bF7&#O4p
zEeeW9jUFLEhihvh7w>+*@Alg-eX`bBS679`tpW9R91=n9I<3EdMa|DodCS||+l_xH
zfbtO2ln(Hm<CG~P+b>U^GzrxC)ei$Z#K6mi;pLT;lhu4@EphD@dpc`d!9yqCc{Y*X
z?-ctBhJebd1qxm+=6gV^b;H(1Ev<gH(|zN{jjN)!uTue?1AA*<?e3(cB$K2g9ZKtj
zK=~=o>xk%tO{u4|E-&*1jRsAbIB{X+=VzJs_EeraapJ<~^Y-h{&Ng2iv$F^^Zot6M
zU^AsdTVaxjkkBGQWw(N*pyF8Lpci!KU3j}tG3%2vGmU?}SlmBl&YU&D%l$O9wY86z
zoZe)Td1;B#Dn5{<byGSRiXI$b+?sLG2{dA`v*>Bbt1FtVt*tMgoSb~>%$bm%pPq(-
zmeuPCgVf7;9np;dZF2CNYqivOwi#%%iqWx*Z*Ojb77ToOwR*jlhK9%K>H7Mwj6mW3
z1e8Hcv#(`5IMCSD-#`6u;lh;U9wsKHFHa`>uSz{VP0FUCKroyW)MnLJRce@HR~r==
z7&vK(QR=A^n{?({m7bbc_j>L2tix@*t|79ZCfpw_LB=IjUtfVLI#tho`}TpVRkPe%
zDgO8OR&QrwX6{}E%W`r~`#+zv-dga`Y449m-IJEgv#rj0b7SMLx7+VenL2f8=H+FY
zhK3tER)eB+!gL`)hk2FHBy;cX3Qa#hFVw-Ip^aC1nR7cIC<;D({1~`B@9vjpv-8Cu
z+3iz6Qr<z(MkEJ^1{F;MgMjyYzt5}t{nlL8zAh$snNQ$Mqtta3vU{t(PCERs;OF_{
z$KBic<+t5_hcQ+!YhU-L>pCbYiliU?$93Z6<>jK1k}K2aRl51x{Y;s7?b8Kk{*|S#
zuUW<!9|P?*0u3H3DJiLVvh&M@Y)(5XA|<sdJg(9;Gc&X5@7L>~;WkhgZ{NP7b=yJ7
zBHU%8y)Yji-?a7X*E=~mb?p+lTl4wsuAk3l7w_3t_}Fc(U2PPoJNNh2i;IgvgK$@_
zgoLh*3Y~OiiKj4V*A&P*_xIKAjWP%2i<l`L(Hn$>gg^r&lF41Wro=4spRd<`c;UL(
z-M7}C#nyrI3!DOqV-fD7|F}9-N?%@bWoG9K=@!$yvOeD4)zwu~Lqj7RbdGe@)^(qs
zpU-}GXXmcB+ir*Kttv(B+x>=)JFYebcP~6UITX&$Hs4<V@6YG+#lGgpPHfUiO-rlV
zsFithQz~dotN2dc(;9)hKW#k91O){_g|v~8(Ua%TpKrBd1oaLVxv)$)Iayu2lv5A1
zU+v$&f4jcltA2a^(&fvlC*N(<wtk+_`SRsUaJL|4GAP?$T<jh=eZpzb@(s|g`PkiM
zT)ezn<IC?!flexo`8>z6Sj}CUfq~&cRIn10N8y%)gG@`8FMqz{uh*~pYr}6IXDPI*
z`LW^9p+lec{4zxDz@7cLz?y-9VcnXU#_3tl&djuovo3uVA{biyRYQ<*N%{MGmD@Jz
zcu!XI{p4gS?la#m7PN2Xc%N+Xp17r6qUyFKPZ$^!7(87ZLqb;sINsitd)oB;G~H+s
zaq;QTHy!VnfB%*J6(a+~gvqP*8zxVl45|>6R=s!?pu}`ymT7iMWLV#IBV*&zA0HA^
z)6!NswQ|MDsz3Sh@iC}hCs*-+@%PTYH$p-};AZcGgUw~(dsc_92kk}$otU-$DmaGC
zRh1gv+~0ry>1)uSB50tUQ&=tI>8Yu4tJANoi9B`Y%$d^PQ!gXN*<wJe0-~a39qW}|
ze&a^O*EcsWXP1H_*SAxm<ASWcy}j+H6Uteam-Wh3J`r5Mw)|L+<f@RBlcKieyez8P
znspVlz4q$5*l19f4`d3TtX0O*F3~S_te}==ROb$+Nz-rKi13|lb~gL<??>JGpK^qS
zg%2-iW?*1A;Og~7RABj3?Qks%iybRYgDR2<?LvjDDNjyJ)Qh*T{Imo#I{xHI3TQh}
z+&V5$Dd;%0gW=O9Z~dJ$wk9SapiREk@AoXO`}?bMy9USr)-WX|kFc<?!08~~1EU>U
zkltm0(UcB`O+`<=c%{wGy#4a<aC`RIS*FOf(5KV-ub0oSE3*Fk;9zsr&!^M(MhJom
zy+ay;j48+aWI=iMu3!G8C7t_zz0yXij4Z3atvNT>`g!56mzS3#X<CwZcNeHzb2{^w
z1Sn^MCIqLi1_f_GfT~i1&94`WZ|x{t{BG~}xVJYpIzK-@|N76*&%a&`kAHcu`u$Z<
z=g3{YcFPJ_qr{NU<NLe2U;lo;587Nk%f5b}Odt17O>J%OX{j%FKA#udFK64e!wcl^
zN=-pVmq~FoA6-k|--`teh4S0~QSb!qShOmAwIph5mS|xqNa3f&M_2@2Iz6a()T!RJ
z3)H$`Xbn-C$LQ(jckM{0@Lj+87KMv~f`gH~mGa}mL(t&*?U$epP{rqMpC9c4871P@
z$)Nz6b-A`?=IxiD_V2db+j|gUsG_UuyKmn+`S3yu8BhmJTpJt|5~@lKphXc;8<SdZ
zzXY|v&(1PMvJN!L3Tn{F)&D7+Yg2it?(dV6lckJOK<C0Nv#b3jlGqBe{nKKXlEc4m
zB=>8YnuZFi`CI^P3<ND8nFQ*BrKYC7JjgD8WrCtJQV1Q{qyuU<bar-vYU($Q9RI&<
z-><2t=y-Ov`E}5i!V4EJD6JC#B?5I-r3MR7O|2WXWyAmfZ*Fdm+LAF56qcY(gJ)(M
zyGDR($URe5FerH*lUN(KH|p|o|LaYx++Tjb-w)au`0Co)=)mcq=7|Eos#=4Js%qx1
zFE3}AW={i+Xr114WvRC~D7Wo;IxRXSGAwX9s8&+oKWfzgy5@71UF|N=$!Gcd|AvLG
z4!a6Eu;9m!3ea4JmxsrNwcGDST>%gKoLHVD?Eso(1yw_!YuKKjoBI_srIvYl*`y`!
z_y6D5u^Ln{1xOq<Ysk5`C(<<Q%7xka`&NQBFFp2n0SZj7wj^tThx`A1)pvDqc>!uN
zK0P(nG~ob4?YEohM#n@-GeN4jR^DKn02-t_+{XLs-|zRJdFk4JKc9mpidTiLT_qk@
z;W#bz;{!`j#dS#JHp8Qk#csT|-|rOP+FQLHwC`6hb{FWREu&+gHp;8}`}d3K$DNS?
zH2@tr1Ku!ul=VuPUIMvoe%&um?XWeVBlbWY?7Ow!?`p;Gs|lRW4r;ydt7<h^SjzBi
z&ARFZT?A`d{LE)-&dp6LPXDTZd$%$s<mo^559ck{9M)2rouH)j&{yQ3YPg8_76IR#
zJ7U&H>%A=1tk2Zz%v>}@BhLHq6@~Rr^WKSdc6DC&ICw^++>kL`#F5c)-hKIfGhSOP
zSWuAGaQ^q#PoXx?Ez|d%w>fMu-%?r-1ok>i<x%iAHZ^tq|L^a{+TUfd)16#EKtJFq
zGY3e8V5lsQ0!YMVi3FQ~5(otGK&3R>7+X3(K;$q3L|a!PgCa<Y(ous30g(2INfHhq
z6&)Ui17eKk@+C`DSXfyPUb`mt?AfyqpFSM|l~WhhRaIGStG+ZWU8<Usn+vL0@9e9M
zb{7SmaU}SX-#J!1VCs=$$CNZQIPC1~K({uvwzBHQ?dizAzHa63B}<nsbZ+O{uyLbf
zMTNzt&6_tCJaht`xZT;=X<+gs*bfw7rsDRz(*w)O%s@v>#_g?2yu8eJ={Ig}Zs)u_
zJ-;~?jOpp=3=XHK>0VqLZGPm)5zrAXUQ>NQT9=epaD++Le!p7|x>5Vkp+gJ|{PK1!
z0#2*%Ut1e3C?T<ePoCkzQg88!ii(8C$9lW2dV{s~OE{d;(9`1!3k&=4dj0+fFJE$U
zb8~|(I=Hi=@WlD^><mkmFMs^(?Cgw-i(0S!S{t?1si<hvrBsNoMcF18S=Ilu;o{=D
zu)91Tbcb&A_PnFJ-|y>Qu|lIq!jOq!!o-P;3<X6+m!j^UJjpq8=1dI@jesqA;3%&>
zRP1m{LtUMH=gys=W4M)+l^Gd8M}ODV+3oxHEBnk`Yw?{scQP;t3k$FP>g(&v$gp$g
zP6H#Opmhac18fi3Dx@w6TFJn`%*JyeL*67qphe)v`}+T@-v!rrT)X_~(<hT{&LEG5
z2p95uNM2nVExz1;ep_>Mv)k^ydu<sWyt}*mmGk;8{-ae<Zf<N@p#4UB<>hNWFs@m<
z*7Oz|pG-$1GyA@rpI|fmUSC^#cvtCblUtiMZ7K=z{d$lg$Zg-geV|iJFI~EHVMU;F
zX?0bVRfD=CsAdFRxVAC*_?Bz_K0Ynmx0lb9(>5{!-9IK8YynE?d#6m=$KdDX)wF*7
z`aZ2ya-bM&ZE11fXuP^QJbTOfn4LmyZf+kwe`aR*^7=YI=v>>Vs9C%GV`5~^&9!cy
zFhRgITMZNrm(1@l2f2anlr&6YS+sa@U_bzay}iARMFB(fww!}KlEx2Syx?G%VVKMY
zy6xI;u2tftC7z&r<y~A@W|?NUB_3{jStbDTql?ush9Exeur&^Ue|;5{mF>;Fy=`IL
z-(L}%QaIIoW-NI3_|c=LA3rL5=GjPsPG{V>(U6ImSx`{$;Ocmgp8|W2GX(Lmv9ZlC
z%@#{LJL~J6x?XAXWB2w}i>~SdW$P8M9#{_H(qV9wRYS%#sUq_7{E^eP{*#oDP%tzM
zT%7Oa#Z~p?1*5mO_l;Y(l1@xe+)?{`Tc4IXI6cd^?b2JYs`CHe@1Rr7dd<qq%fJ3#
zPIM6({QKM6i`(<>2TgBpZB;Zk7gzV2)3AB7F~fq?)6-sDTPvNElw?r!#AB(KD%d(}
z8<y9qPo6w^@bU3+RlVE0O0}7onXf)%X4qBol8K+6Kj+Slz?DLspyc~Sh}pxESKdx0
zEG*2x)U<W~etXaoinwX>=Jm}s&(D%w#L56IBquEu0_BL8vT{wKZpV%t1081_oxiu$
zs`S-^FE1~5baXfz?~^TjazfA~`x=j=q$C4_y1M$>ub?x?XU^<wYGRU*l+=v10~s<g
zE`dRFv03h|1-`S*Ud?A_X1=&S-rgklmI&xVzInFQ6K2omW-u@`ycl)=$`uiY3A1OP
zhE%YoV*CfISb3$*T;AW?TlnArBZuMwP=WdL=g+9x&!0XqINWUqd2EH+Be@CTA?xF8
zZK}R-@XOf*$XA8dXk5E&WMmYuyX>ve+rOYQ1ru^}*IqO$c;LVzW3eHr3sn3p5(k}R
z37Q$ZIBn|GrHivx@v}_`FZuY$b;hh&hYlTL0$stodGldVQTPjVt?upHyM1o=^z^j!
z_xrm}_W~6=PXjKAAMo__{P6Yb)j-#)%=`zn7EgMY^6&Ti{mIYI&E??W2-yA=sSMQB
z)8l)7ZmzS3M~Bi@NHA-^W7J&y@9%Htr9lgGZ*SYMef#nG_5V7jYKMc|z%8Z|@O`!+
zz5+0h0pt>wss_d-J@+b~%hr6qTi(&r1HJ|@J-z+Gg9OkifoIS9-aUWxDC@_MA3;av
zfsVvZPEKZFV^dO6Y6{;EN>7WV`Wct>fNuN!`1ttrmHCg4^=>SGf6r?jD4aW1ym~mu
z3&5U*>$nwG`CMNYdw6a1c7>J;rJ61-E>?=3LT}!@dGP4bqSrwk3<eDWrdtaiyS22o
zK74X=@-DsBjt&ofP>M88Kj-4%(Xq~Zp;RAZ%c{A((&kAA8W>;P+^n8<c2?`Judfdu
zIN)$SRZvjy<&nq7`zOwt)%D^<29JaR1A~N<$8rgW6}LFKxt-6?v)x$y-0y^uf3cF1
zQr68)s=vOy?LKh80d)W1*;%H|yLVgfU!Xkq!E)nOVW4}$Cae1={rK>ZN8ZK7#eZU|
z<l%Py<43#2H>RDHI&%E@<ByMz@6zkeQmAuUob~kD+GvJ`UteFp-XWx<r1bakt5;kP
zJS8ma{#dMw*}3R))rzzvhJ{&6e`JN<S?c5BvSjU#_lsAq)a2sko;YjPs>fX`)RMsM
z)>Vx?y}gCs-^IpGcQh3Mw{in{RXl~xGb+waU{GA-_3^<$<`bKG7A#NzHI%O&Iod6*
zc-jbby#7VIiVq1VHuZe@^2I3s^wFcNa&mH_v5VR+y;5EEQo^BQm1N|!(_iz?&N7`E
z)~(_>L1pEoZT?fe=f`<7IIp$S=3@v94Ag&fdvA65iA_CkZ*LF3@z{G($UANMup`x%
zA0O{mJZ-eA{QbW>#~=Pyn5cG-y=BF$pHC+HZ@HzUtX%m2UoGh5P0;8<#Iv_=V>L@>
z%%1)D%uM4A8#b(%@;3PC<>}XjUhWTE?Dp{Y`~Am3Cjj27en0h=zNx8bVPRoGS()4V
zxV>6$J}N6I8DwA6v9PiVyJ4o?w0gBRXpZ3PZl{pTh7AIt#tRoNjLN-u@#2p9|8}57
zhI_u<%I>-vbhF(&;OV91*M&apUwvodzmK0kgYLYZG<kC2qa&R`hhMA;U9Hfv;zPA5
z=zhV22NxdN79OTw<trs2@u7CY3Kkod?hXb9-KZ@MQ>Ti4`t<3;$K&##sagX=!-GdU
zg&7%U&Ya1?&+oq6Z|;LPZ+L`-g)OYClq@VHJUu<5Zfn0Sm<hV0V3UrrrY0xocIBuo
z8H~op#y4)>Ogu3`@m2NCfU9M{zvY5XZ20iyON-Z1r?<DZUR>-Bx|Kfr>)F$%ok1-p
z^L##OY3YcFhy!QO^8Wqx_3*>P?Tiekr|C9Nohqv0d1zhiZWF%0pjnPfhZhThZgX+s
zSQE2z(~+mHuC5)OosBxDE56??XJmN!^5qQUbiP|#v)R?v)o09@ap34t)@FA8V>dUa
zpZ;^>yfu5u%S%fu9`~9jWMy%Qi;IKe?&i&#s(I?#+T5Uf1OEK|`|!~tCXh!hEFR1)
zzvq~gw8-uL)z#sLZ`_cWq>>0)C%pdT&(F`9EB;w3NJ>hA8r(6lv58q(T<q-ZEbQ!$
zk8}!0)q*Y`h@AHE@Av!4dU||wtxB7gE>+FCx~g@-0);u&<?GIz7oBMLKu$o3>BAF?
zr;8RTv9Pf{y0f#GgM*`C?b@}!mi3)Hc@pFqtI}63cD27icd$>_k3ZHYYrP@+y55`H
z+xbBU2VH*bF{$Oe-ESVyIl}Mn?S1(EeSb>}3+O7$`hP#w`(&+;B`;gOq4@c^gZJ;t
zOG-+<xU<ukiJ2Lca6#8L#_lRPcx!96VZs51(*F}C2!L*+u(Pw1u&c4~@$s23ZCaai
zJ741ee}6OX@3W2Cp4TgBoR;wK&(9AZJ{(x!*nH*n_T1ZH;)j={^T=9>7^j~*va9s<
zhK!3!GiJ@o(z(Amo&VCMO9BD{3+m!63mz~iDJg;OuKn@j$ALR{WS*a&e|(wmY>;<k
zEQ?s`f8V|z_v6OWx#=I**Z<{?ul*`IXYSmO_p0B64xPNcE!R0INr{V#YeCRTlV9_#
zO1Ty;T=?PhXXk(b0Z_PJxe@~M5a_nddwZ)NzJJfp@ZsxM*NhAe(8=%S=H{STu)TBp
zWUcMC-}9cXw=i~h8K{r9tL$x8{h!D3JF32Ffi9)FySqI3_O@IO4vq^_kNNHYG=OgH
zc)R`nu^okvLC30tLg;v(?BSP}mshS350!2Da_r;d<E#vYe|{9kP7g}`XsI)E_3G6V
zQX`ivTQ=?1a@TG#r%5WHGxR}WzV>PP`+K6_-`%~OwZG)$B+w4PjH|1rx>fu6^-WOm
z{POCm_u{{Y`Rzp}sdQSEzUtr>*UQj(eRucv38|59?(W`hb6A;m>eH=HUcc7v>FGHF
z${Dwejg4EEFJHc4+cvSt$Vev+MI$4l78TD$#m~>F=4pd=X#HQhcbP~1m-qMMPi)cw
z9T~nh)zQ(>X<F*W($`_7x6jTtKibUBzvb6Fi$bRvkjsjCzj2G}ad=KTvLbM?$t`w%
zIh~Y9vCPcOSKFN1`8Yi%wJcx0{MT2t7J<sj%0;28!$5vq5vbhzHYGJRbI-G`*u7Pu
z7FJeW%Y0{NZ4nm}<MN#3vOVvvSCy65+Uxhh4iVFfS#h!M$A`qkgam~*Z{ND+<*nOQ
zdv#T)(<GI|oE#lKS*s-*&rQ(`ZqYfdWMs7Ih}68$KjlUD_EaWaT;!T`xQ#b8s{dd6
zeA77D?+pTs2M)J8cy)d1fBlkk#!SusJC;sR0i8U&Vat{)QDL{tvw5XV90CFal9G}N
z-rw76RLiXHDYVRQZdV(xbk>%B8A~DSvNsM%NlH~;UVJQSzOb>KUtY<TeZ8u`zyFMv
z2eV(En5gXG<#p)8!^0oH-OkU}*}QS%!8MVaKb)`sCv08z26V5<)zdw_z20}`_4fKM
zy|&u>>c`ylFE1|M*ionqnqA!J{@~Zw*Ee>T>%V#X)|Bt`md%^B3#~yl@cjAmj~+cz
zXsK9fyXbz+XI>T0Lu(>8C#0q>%`-PNJoxA5XV6H++R}ONzHh1e`f6eR{e7U@u)n^(
z9{)1s`;{vppe|}&Ufv9w%1y^MmA$>CsG`CmZI*LjTkdU>Zz4?oe5S82ENphW{o>+c
zK|#TVr5zFz?UET3nda4SefS#sudrX9y{2YL{hj9-H#eoOJk2L#(V)NY2h;w)-=y>I
z?E$r+zZ!W?nlNoz*fVE_8t;mIudl9VX9)duZjYv>rfT2XO|tfNGImuTqJF)v|If_;
z%2&_M%v`+n&#kT50!|Ok%rs^I9Xnm}?vAAW|3Ai2TQVB=)&5@O+|HMAb(N@(kB`XO
z*vzXRbC2J@FAr*CJ2^3d?z_4kUoU%LvOz#ZM90I!?V#pP@?2T#vV@~uqM)dlYh4}?
z5wRjp%~Qz8*f=peJNjMJq{)*Rr_@-49Pg9$w&nacJ-+VXrKR2<U$5W)2y`d?mlqS=
zY%?=6*NZsJTeo_N)Sth9H`e{FQc+jWW}Wcr*FH~Eer68A4^OlYK0aRhc}LZeGiP|7
zJ$t6A7rnbow~bGh%iG(#<n=XPUMZ7?ojWa6JP-NX|7}_9-mheDzyC~sXi$KmNzJEe
zAyeO<dHwQb=VPl1-O5)dvtOQ@Yt1lE=KcQk^Yes$drWGXGe_p@dF%3bNB;c$yfN`G
z+nHIW+)f-bX3k7J(7+h6qabnXUGAXR`(<u@GMz6kF9+R)6S1Q}vElz*7u%vI9=-dz
z#dHr%(F{(=&h7>+X|MbHD_~{F1QkxuK*h@7<)^;x`?O`v8XX3WkFO%!+}u?6tpgQq
zjm+$zGoSD7Ds7%UTN-q8=xL)zj~*5L`0#N0y5~1{&6zXDD<<wv-TQmCy=9)0R=xeL
zcGZSQ!R5f@$AVuT+)j?IzL&@cx+!bTnl+$3{$Dwl90iS`fObxlRfaaroH;Y@P3HyC
z?CflhNiF&NezG~Y^XXo;N=r)vonH<*7#nmc&Bu=)BlcFA?)&*nIwd6~;rqM0Q)9N~
zg<Ri07j$2-iHS(|wKWHuSh)q{<v|zeEY7~ZuAsO$_`9}_&XGGiiyyvu)AQs>%9WMD
z?#b5ee6m$bt=6nv%gA7!cc-DdyZhLtrY5F4d#l5>TR_38HI>WL)3czw{CY&$*H@um
zLvLy=TKD?;`sq7tl$D(q%LkSoIsHNCBDZbbABphwajo08Zx8#Sp`&wTqOyBQh~&%J
z=J#uaojRuf`w+1{&Xz~cCZcxpF3=p9`MIO*?>@|q`x{m>@A%u>+dm%Ww@<jbDs+O1
z=j)&?p!2iK%FIAJz(nmfZQgvfU2E@}NBT@&yS^0H)Yx=&b#1w&AG@nX&39HtYyYA}
zi-Zole^d;4TIp++e^2JXWaqsuoZkg+?yt93@mzH=J|*DmaRw(B{gi|R(0%8iv%_9F
z=QOCBKb&QjD+Ow7?|$U5{>RUs2ag|T&%VCy=&!G@z28ipGiQw*&(mLDU#rgBGJopS
zR(5{512=9&$lCb$`YsGwS@8AM)l<?8p&gH^n{=YKaNORO>pa)0^uls~`ChxD-~ax2
zyZ!!$4-cJ7s~sH~kM+y{KlR)MbP~T4N6oL7%U@lWW_a@KS<<sJGga3G@2{(!V_Pj|
zo_FU$#(dN4u+HzdCa7?lnVCJU^1Ze`UVg51`7uy8qU2>zZz|}{q8)|Gudb|YzPGn}
zdgW}FP+tCnN{fs@XQ&yZo)R(1y(Lon`&+Bd>5l$>_pB@}(3a;ncXx+hSDiHP#+FQB
zP`&Ng%$9g@k!!}yO{zM&x`l6VnX0I(KYnv_^N+{<_6fPUy`UTBK!wb`J(jafGMUoT
z)9>sq=eI6@=Moks23mb<cT5&EI?;4@ce%2Kg+yFjoPmjn%k_1!pbA^IZ^pc<d#lTL
z?AoPdXec;ICGp0FM5)glHaDw5H%@^9EG{mNgNw_luFme;`}_UBzrR0x{`~u?e1~6M
zSjY^zt!c#yjXfWaNptY=wJltzxGncKTXl8yjoY`g*M2_8E}w9yh4aI=Z*KeR{w8E(
zbi~*FWPN^qzWe&Py`V<X+R|MmFPn6uw=M9WZ<ldzk0lQ;@5PnD>RYm}ue)+9Y)wQX
z=+drFPfmiWl$zRFPzUhrZ1ck>PH-3+8b*EB(9F!|3=BPLtKeel5~-K`bC2C*b$_>z
z5D`$Yzj%?cCVs!%ym|9He0*FUAM5qL8&|16|EJOG37g_f?0Kb30`Bkl^zrfWALr};
zHK(4Qrf6s=C?_Wey7c}^`;LmLs-$mkZf@AL$tfmAMoC$DWAbr6kl^QMXJ=TKuRFFa
zd`(2-g9izq%f>-@-^tl|;)DqSnaNA1n-@Lt`1=0yX7%~v-2D8<pU<xcU55p_cl*Y^
zTI*X|GMn$${pQuv(^K7d&8xa!V`c8mO{o!^QaIPFT?@K%Fz3bw#>U3Rj^5tZi4!MY
zvwD22_wcK$s~^62(J^C&M9u%d-wTS14}-2^U*<b|nnfGv=zh@kfEO3LUtNE4Isb31
zm2u_e<udklGN6;=y}Y=@bfa2s+=%${>MA!UC+CZso6~0=`@ZOTi$}a?)5NHJ6;;)P
z*RO}?>n)EI{b;G8q@)%5@&3um&(9o}1|2+llvPntahKj|uZQWq;m2)>AC=8y54U4r
zklGJg3xIY0W<`|dK0#0)v^0iOP;lZu&40g7NQ+O>Gi(Uhnv|Z-&fwwed$my2#l_{<
z^HWo`85p#+weN~KnMyHpglg;Q>1Ev7q6r$u4hdQEx~QY0<BMBhpx~m#iyyvv)pcuY
zHuHmd0+)E5W5pdpE~cHE)5*xpreI(oaJZenef4T>9v+^OSTRAtiGDVql5t&(V@Zh#
z=x~f4dHcA#c}Yo&9=`&0-xp@7tEjNFwzkf&tF>}+aw>`C6BL{n2fB*<$H&JXpUuv9
z;%Gc{$jQRm`t>fIRgDr3E25-KG6Z5`V?pB*3=K19N~X+omk|;SJge*}v}VnkEA6pQ
zpFao9mTcI%wRQFC)p^~Er8*g(h_<x0CSF?;nQ>_eC+MiBjXJ8Ttnc^#w*y@emy^@8
z{eGQvx46FBT&vQOkleGEca>&~h=@GsxBmyaLA6D|=GxSbj;tkf=EyvG@`QnbhnM%^
zix(XA_4PMy-FmgdXjP|#LtIc)l$4lG1OqpBx6t&`7Z(`K%*;6W`Q6LP%*6C!I)az`
zf$~9HTg|Ph2?+_H>46`=et~Y?W@Tj+aC)&zM@dO(?!;8dY15_^l$1PqE_g|D->0}s
z|Nq|qztDHK8K_>FYh7+Ktrb3^8XzBib5km~RbgmoC}CN&M9*v8M$nzqD*_jX-#fRf
z^tD03g9BVEI<%OdyVn=yeGz}|w!g4$#jZz=AN3zzSm+G8$8?%bWYD8eYooU-85jgS
zKC(_PcGrQ!hnc0#^FmhntV(!&ZSCb!&Mz`^<o_Psc`<&D^xtDY7ryFZTr#JttIMG9
zkqf9-oxkT}+qF+$zLebAQz@()wdF$8wN;_oD(dRmfohP^(?^OCPrqCZkAL{;>gpT&
z>+3sD8yguhF!=fTMV+2AXU+upcx!0ZT<|F1ua0VmQ;NpM!kg32yJcjo_!U%k{?ysC
ztPMi>Z<4dJR$YV)nl5`NH=$^TWwBaLZtm4`0o_iorA!~5NZmev>h$T$FFvn%lu-2S
z%*=4zsalSZ+h|H+*`_vqUcBGJ{8xAJ;`<i%zgGSzmf9asSIMK0TJrD^>zbIILZDq_
z6Q@mMV-Rps(AVc@Wo7m7^=+Lxb?UDRs~<UUoHuRa#Kv1&v!_@6xH?rkoPnX4oqydN
z#|zq@zka=n9#|LS!`H<)?k;;<66-cqh4Y@oLZ3&EAA`G@s`tE|CaHji61v6p+nSr1
zt;*l^fcBkz`S|6F%igN5A3mSApZ-H)d;a}n{`P-a!o#lzeV+uHq@DQg$+KsVPEFP3
z;NW<`yDVOa*+cT~&SG{>PR^*epz%LHKfY;tv0Ucn=Ac?c!aPp~bj`x%^z*Cqk4lS+
zx98p6m3XvE6tpAd(o@J>A}ia3@GCou(?OTMsQb?g*&e&QjMvW2Zo{^1$Ch|bo-lWA
zZ$}3QX!yv($LERY2GC&YieryLH)u7ecuLvt-myc$&Q9*#yLX`MtfZtQAR*Cl<3>aq
zKWIpH)x{m`u!(1+g03|sH8t_ei;Ek!Z*OmHW&QK_@5DKCVxE1yeEG7VkPs7Sa3?x?
zvHyI#9W_6TI%|uIiVR9$h3we5^Wc>$B6@myKYri;ziuBtXJ&9wU03X`63%7ImQ6^V
zdA+ipPxYCav9U0>xL(Wr`SNexzD-O{ZZ^xk1)6&mwVk5{x@`N$i^ct*(J5nN<2^s0
z&AzccKYr#l-SdBBEsIz{w`=a)X*p-k9MJ8{HWeQhD76Q@4f%El)NZ-CDV2kR!{P3(
z(!|tMR(W}O7gyJXD^{#9Y75EL_*(t>i`BPp-zKC=MsLqs+o2ee?RD1Q(UI}l`T70F
zdZnG01|7V3QLwSG(Zk<={fUPmwoO{Gfq@e<Zf{$=Vapbg`E|cmM(nHEnQ>`J=Y~z2
zgv9k?Djxo_w6t6lxY+H`#fyP1E-oFa-qSj+$5s1+qC?5pICyb>SlG0TYink1*t}WT
zIQ^W+#fujoeLin5zPIYD(D!$DSFceF%k(;T{&LmVSE@R?x~)2=AN~0FSk!V!mh;M;
zH@9X_H!w651l^<?v8x1Z{fkRWyC<l4)_gjtKGpJw7N~o1=*EqRnlBgKlb)WM3c7#y
z(1{ZsDk>^A<$FJ!i7zVJ6tFVn(Dm!#Ya%u}otb6oJ!96aF3@pxM(trwL%-dbV^!*P
zVw29U^7nd5N=iqr$Jgur`ubX3#Z%~T8}I5j4?{D({@k<4J=DVaYQJXmww#qO9)?(Z
zo$+^cY<zKR>*@^~HVA+=ad-6fiFJ$Xi~armU3|I!{B>s@zO-c%V9mL)!O>%q3TVkk
z-tN-Z(>83}C<r>1Hg3ni^!c^RzABoks=7)@Np*o1-+hs_E?cuAcK0?9U*EMm7(<G^
z&iQYYum2MWa`J@>0c;bV2V~`~i`l6Jx*cb0-E_U!7O$m3{PK1+M<<5F?*I2|^#m19
zowz*_cc)FCu72n4UDw@ZZ|CjKt9-UT{rtQ`H*ZEhdGch%?Xa~`swt6T_W%DBv-U2l
z3QWq&yT32?5&Kd>WjBt<X-7f#KP0GJ?GM^-eiXE2J253i<=NTU#~Fgyyw09apI@uy
z<KuH=WAbsWGKQ-R%pFWlPEIY8Cr=LhJ;N}$rM0!S;>(MR#n<z%u9}*0ch}aiY6pjg
zj4LZ9{(4^h{T=62FICXW%@%=27Z<xL+1vjYUA_L_lv(qWSXo&QUA`RbGuzDf$dMxk
z4L0qUia)Q>-}l4m#3miTxmKay7OkGC8N7@`Sy_4F+_`Hn?n^kxq<DJMj<UB=D_>75
z{rB$vetpm=(w5B2CckW}zIa4LMRf%(b_+e=u}WU`*)kLB@^>Pebh=}Am+g)Dcy-RD
z;>Yjb>$CAlDDcVIXsCE5F;p_DK3l$Gg@=W;b$25(JC|aMhK|mfi}7i;-On2|6f7+z
z?d<HL-mZ<>dgyRFf8o13JA<x^Iz4!Da&pGSMXsH%<M&hq*7ktb*iD>2zrT%FTFJsf
zA}uW~U}Xqsz_ITC-|t=00j7(u{1NHy={d5u`ny5#voqoP`(_1K<;|N4S`%UV%Wpeq
zUb4NNT}Ma9<W}_7tfg^rvo@W(FJJ!$)b9B4>sQtnV<V%c?c2+Dp8L7dbIOd_mp+s~
z{yAmNY~R^t4_{nd`~$RYa>1urj-5X(Yk!$sx_lXQ4eQ0l?uYN(k$Lv)S;n<Bl6-PD
z5rxew7fCpXfYxGwrWn6H+V*^I$CQ~fJOBLoW3;yZ-=9hjMT6X1CQFtsO?-Q6Ys9`9
zOTD-~9iVHHkM&B68qUdbU-^>}bXQpNy*-tnqx!E&%V!1`<;^So{w{V+++HbJ>#~;S
zX6H)p^=9+T*_}F`+qI|8-QUy0<1r~D>%LU|rZmkdGiFZ`5fMo^IZ3skxY+shG~M_`
zpI-T|+<Ef!>BCbrgAFP_rCeDZzMe^Iz2uY`^FKd7&&(jEAJ+pK$bEWhYDZ_MV_ltH
z)wegDprhN51gz2lt+~0%q4?p&#l=QnO$`khKRnS=I{N>=NpNs5hvJ0Uv!h>`bxohT
z?ce3vqM{-OhD|!j|Ns3BSQ)~=ke{EwCG#@d>1n!$@9Zo-9a0^-^!#UL2GG5FQf4_F
zpfgE)OvBWF*_ofeW|eV4Atg2SVYmK1jo`CauYP{EpyKE0HNU_7*_*L$-ggPpnL@?E
zlRzh+czAjq1YI$F`j6aZ6|b{rn^?I)V?Zx2FAsOPYT7RJIrz^^9d&i~{r~@2zq+=T
zn*lVcedq4ok3XN!2VFV7-e%e=P}_!2)~e;)T<iTC=Bs#G6hGs!v9VbYv~t4y`RlK$
z>+ADRQd!yT<O%gz*Z<qA!}WV}x8>cH;*~NvFj3h(E}}ei`T5VqUtR=)CNV(`o|(sj
z?!NeZ$0qyFkB=R_y+=U@@0es>deUkdo_>CI^P{Kwo8Mjj{C&~Rs(Z;-QoPQb-3)3q
zhOQ1%)Y0K#WMtHjto*wC$Q{s4se*!nKVGd~pOBUo<~a2_kJrBSTeGkG$=We2h}&D0
zaerTJ?+>4EHarSXpS*n8Ib+5Qqp!O6WS>8IvcxX#TjtSR|NRE@LwA?u&X_S{O6K23
z|EHDg=-9j0_T9a`(aUzNHmaRBe`WA;&<NX#`2BW4!NH6S+w<-+eMp(UcJAERt@m2j
zoiF~p#j^OBf|eH7{Mv7lY`jt-%c@pyzQot4by{Xh>Ax=iYK^t;Kg%sv3r@<LCnhZ1
zoOyX!;+-9Ze~$fSoibzgg$n^YcI;S?e7x_~e$At`d3SfUUbzwis>vp(yu8X5%&Tc=
zum8*E+n&!pSxjsbii!#f4opyVKDD)P`*w3adAl`N>%P1QoH29e!NZ3aUny1fY??k@
zyieA8+15AL<Lg@?<5P?dwM^+zQM1DCfB8~kl6PlEOli35FB|*%zhA}I#qI54<CV(D
zRo2kp*qU|KDJ?B+XV!YJFO_*+y3yNsil3c1_~hi|j}P1Br>(yB>eTJq((L?lE`EM}
z$11(u`{i0yJU@K<R`+gK>dgIWzOxQoxFB%6Pu97hV8gC>M@L4`RqX%%{tkc8v5H^y
z*|Hno-rhFMx}w3t&i)v*rDum@NU+zLv+?zRTe-#c4xByfyLi5eCulZE#q-eJ-Q|g?
zsiBUGSJ_ROA+N8mFCi&8_1DZZ=gzHTatmtJtiHH*R_5V0-l*$O_4cKGS>V`g@+)p{
zRp^o>OER|DzK>%wPCIkq#p}0kb+fLnQhj%4=i<EIFPG16QSk%~eT!PI$#P!#^XJd!
z^N)Ued)pLr<xb#<O*%@-%17tfR%>OpgifEd-}?3S_2O)7Y@kIUQw=7qTK%Kyr~m%?
zC(oaEyY)(SZp*#B>b8-Qk&BmCmxhi`$o8q}|K^p;Pq=a8#wm%Ysmrh2Idc3s_f#*{
zU1e{79XkE_lCakqUni%gYxk#Y*kGV|deaQE+*vpF)$Tr4_OgD;ue&cVFYh-nG7<vq
z%GeIts{pE{Ifd0ij$K&A!zRFLQ}-ugOXg*_h{(v!oyE^ry`Pnto2v`D+T!B%^XL6N
zCM~%*ZSGv%J9qE4Ha9m%>?l~+(bFTce($$gE5g^$1FdRtyU)zd2dc~-zI>?(^6Q(M
zn?bGlj5|9vR(yEixU_$(R!~vhJW*j`WfjjywGLhjuiQ~lQ{zfbPJZ~{fx@E2i;v#g
znr-?oc2|k##E-95PnaM8nrB$%H&+X^Ozz^g+-MLVls4ZPm%Ip2^qh3eH{i5!y{D(A
z)6yVLd3kw3QBl>jb8|F9w5Gnexp{fg<27Ac)p<d|!L3`jZZ$AB7e75+|N5`H7L}it
zEPA}wYs!zkm16IigUY<loPT+FdF#@pOIJj1U&q1EFU~EdBT)MKnrL5NpOUR@?8c3+
zl-UGY@9Zx3?~yX~x^eR+XaV8F_wV&5O`5djSLv%Oo)Qug8C#bxUD`Qef<WNvFx|w|
zRMo2Q?_yucW;}lM$mRC7+}4>hXM(1bB+PPV>?nNf*4n?)DzK<--Z5#xeKUlLgKhYi
z{skS~uAN&G>R4B|Z-!OrDv)~uR)#DpeSIyeTwUHQXNG}+!G#~rx-K`L`**0{e*ro{
zX~xW%ob2rEhJ}w@dTo`Ktljkd*@J`4=l|ZFVVv%_w14BOpjY3YWgh)}l;Km7*IECf
zqD?RE?cEJ(24A~&4RqP?qeHFSQ_a?`auRalh?Qq^19uKhne`v|f>~HcKR`VbN>;C4
z<UV@*xbw7B8LJYH>q|pA{Ox|SY&v7#=;E^LKzY29Qfuw+x7#PAN_u*FzS_38`g_v3
zIhIyyUUjbD_lxU(-S6Da(<+`pJ7%d{mA-0O<~uv=g_)}7rJEHU9a&bO^|-PX-wwZ@
zXIpJh{w_u~^s_x^Kb2v_kDot5E2Ti&1^1}2u_`Tk)ymk?;la<LsFk|Ava(Win{IOQ
zW3Jm`f`V6LKnruN%xZoV=)~`nVNf`2loHw2*w|RLQ-H~PnvUaSHQxn6D<8ag(E++t
z5j1Idqi^+U?WU$C0cq*(X}Zx)OM@Q1UcaA>0d!fc_jJ92f`W#XD>XsK_PMyaX0Exv
zz>yg=QfyK2VZkoG`uci?rSq9LWnNa>l5vqKEiDbSvJ$lVeaZ6W*<U2hawK$gbtlf7
z*9V$!zH~|G+qZ8sj8ac|v+GArGc0`Ml5>BbENFz()YNsdn(v3p{`Q$)ZEJpP`1KRq
zTD8<Xd24I-)yEsRZasRSkr^}``}Nb5DI%a*jT;*hqxuswGCE#fUcUbdC=7)_<4!Ii
zmqAy_c=-Dt-&gzl!`<@xnY9}7wpAwA)<iZ7D!V0ITH?8*=BE+pmYq2kg-o2BoUb-0
zc?tyu1sP;qQ0S2~W?Ssuf9&=8{d^1^U0qI-)qFt<XeFeilAfQN3+gYo2!M)Yh6nfm
z|1&?<FVFAo?OpTd<8c9}0|yT}#vb3??sW9Xk%S{1f*E&rnI1ZPxbX2YUY*EIEbe_W
zjzvXApwXz;qN1XT3JMJQ`+ll{1`2C`e@p!M=x9NC`SBTs$#JhLe?OfbzoGPXSdX+h
z-?VAdB6gK%HZ?aFeti{s<HijJ2GE6)4Gj!8Zr@IRcW0-DhQ<N)`87<{)zxd?f<}Q%
zOhiC~lPdxj7refvs}s9Rq^_>+)yImesz;ao?T=nr87wFx({tc}gH6p3fx~UQhwuOU
zX1>>=r?11~J*SdVP>7FD&xF)S8T-1JyJmHNDilv|3cC+F%gAGr3TRi%MLB6{Z52-;
z&>rILJ9q8kikx=zy#4<*Tj%cCW3zUfoNX0Hd3ky7HZ|W_9p~m+XMeS=_^@C?Y9y%m
zS8UPH&=BC`<69KDIZeslKK^e0_jh-lCaHWpsXl+j?KWO%wUkJ)#Kc6Y+h0C@6x5C0
zcBN`fI;gO!sI1J~;yFph$Jh7h)6>(h=BoS815IkDo}RYy_OCB5mCu|xb7X7w^((oW
znwp0$TnKpl)6dsew5_d8$;Kw;apAu|pZ!7oDA4sydD>c9Lb6sR0)BpekIv1teiZ-z
z*K`9jGciw3Pkk9~K|#)g&Ko*9zT9|rb~dPBEO~i}wfx<k!2j9z_E_rZ=zwmW?fnOu
z|GmC0cI&p}q@+dv{{Q~|{_(lF)-P^sRMv~#)$-=eo1*KbZ*CZZ#=agO>%DAY{$%a;
zdrixitCzjMw|48f&DB;`B`+Ghr|V7qy|KIW^)=pg>(;%Rzjx0b&^+zEw7@{Yq~zp}
zp!>~l-i*Ba{_FL4cL#@tW81dn++<Q@`S<Vp{%o7`-@bhV<&|Tfbv%WVl9DD&p4>do
zwpvL`i_19ejKk+=XXC4MTwF{!`41{7T}lS6kl0)O-ODD$W0K09J(a<W*E%+{sphFG
zDl%?PKY#4vV)u_99y<5trlh7GymV<(OzF~P%bX^uR8&-C=zjk4#l^{~$!+$^m6|!Z
zxu&;ra&ij3zq?yx`|dL6RQ0RhzL@3T-PL;MPRx$oyR*Mm|NVM>WBL2Iujj?}VjKbk
z13PO~Jug`?-amVm7i8HK&EN-5pSJef|NF7@xT8zRWza^0mm3!?QnIkHc<}rEe*KRv
zxz^U!z4Jr0riRT2EwRYHzAod=4nrkn<-qlEwi43P$=~1I1r6kPb#-a2{g>oFKP3L<
zZJn2uRTCF2QaZ7z2XwCX5owXAh=`1>pd+6qsBpe~`SR6XRTq~pNubiQYQdK3Sd*L^
z0)>Tzpplkii6KuxqsXAeme%F(u2_g@>glaJQ);ui?(Z)Frw4CtZhmoP<>X_VHm9Fo
zRQLCnerUGqrp=q1y_O#O`T6<QX`ovv|J>P-=**$`;MJ?BM{yI<U0q!j_4N1>6BB3H
z*V}>aJp~;$d?-s@Y1O$3J`TZ&at7w+>>r-|=~>>|(z0N~h7CtnYuncSk%)|p)W1{q
zabDB%?<Fazsfuc9%Z^yh+q);<6SOR<y1E)PytH6}!`*%5@8jlJ7PB=rHtOGTOP!o5
z$;ilfV_WX*V@pfU&#`R2aU-I4U+wR2tvaWd-s`mkui%)jA0HOantf|aW=BWIfp2eb
zZ!CLz>y#viV4&$?&`6xshc}5%`}XY<Z~{##fmRVUHZuPD{=UCY);j6T3_}in{^Om(
z>KFD_mrF=Wf=>Luv8U2_nqF+zzS`e*-#2z$=j7ozGQ%(#G(Z@-I_%)VgN)bL$6sHi
ztfj@3n3z~lUf#ZUudP-2yEUPk7cNu;UBCv~m>_Fib_7(||NT`8D!TIW@+$uS{jU9D
zW|b+Z{oQZ>ujAX>+sSu!6oLxA>G5@)YQD2T0|2k;KnoVk^X1ac%xFA4U4Qla@S>NO
zRC8``<4r!+18TT4GAO(CG|Zei^VdCHP$@r6HySjESMv52sL^C4sVx{7dXT}%WeM|n
zxmTbwJ$&X^2)@3)KKwrSlKTJu7#ctoxo*^!16`up2F1^OB&4JcUA-#m+{ObM$2Hj&
zc}X!uPEPK|rc`dbe?O9aW*V{f_4R=&jhx)vkMDNB&-%j4%X{?d>Tu8|la%!I!{^WY
z%R0=v`|ZL)=fu3cz7HP?d}f>RK6~~Ibl2^n!-ubaXVA>uqn}kDxc}0zUpc#{PZv*0
zPByIklyYXCt+bw=-VEz<y-Sxbn=)}QfJWdd{(ikKC@Hz}-eb^$;V&;PGCMjtGJuy}
zwDZXxy0$jj)NfV%-YU~Qd-fP)UD0@RXXj?0WF@6lD^)%krN0J^$qNeZWtqo3aC?Bx
Z{AWJL#3R^r$`!mN(9_k=Wt~$(698X}N>Km+
literal 0
HcmV?d00001
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105508Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt b/Code/MonoMutliViewClassifiers/Results/20160901-105508Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
new file mode 100644
index 00000000..791ece31
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105508Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
@@ -0,0 +1,131 @@
+ Result for Multiview classification with Mumbo
+
+Average accuracy :
+ -On Train : 50.7207557873
+ -On Test : 50.0
+ -On Validation : 50.5617977528Dataset info :
+ -Dataset name : Fake
+ -Labels : Methyl, MiRNA_, RNASeq, Clinic
+ -Views : View0 of shape (300, 20), View1 of shape (300, 16), View2 of shape (300, 5), View3 of shape (300, 13)
+ -5 folds
+ - Validation set length : 89 for learning rate : 0.7 on a total number of examples of 300
+
+
+
+Mumbo configuration :
+ -Used 1 core(s)
+ -Iterations : min 1, max 10, threshold 0.0001
+ -Weak Classifiers : DecisionTree with depth 3, sub-sampled at 1.0 on View0
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View1
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View2
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View3
+
+
+
+Computation time on 1 cores :
+ Database extraction time : 0:00:00
+ Learn Prediction
+ Fold 1 0:00:00 0:00:00
+ Fold 2 0:00:00 0:00:00
+ Fold 3 0:00:00 0:00:00
+ Fold 4 0:00:00 0:00:00
+ Fold 5 0:00:00 0:00:00
+ Total 0:00:00 0:00:00
+ So a total classification time of 0:00:00.
+
+
+
+Mean average accuracies and stats for each fold :
+ - Fold 0, used 1
+ - On View0 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 1.0
+ - On View1 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - Fold 1, used 1
+ - On View0 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 1.0
+ - On View1 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - Fold 2, used 1
+ - On View0 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 1.0
+ - On View1 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - Fold 3, used 1
+ - On View0 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 1.0
+ - On View1 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - Fold 4, used 1
+ - On View0 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 1.0
+ - On View1 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+ - On View3 :
+ - Mean average Accuracy : 0.0
+ - Percentage of time chosen : 0.0
+
+ For each iteration :
+ - Iteration 1
+ Fold 1
+ Accuracy on train : 51.912568306
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 2
+ Accuracy on train : 50.2762430939
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 3
+ Accuracy on train : 49.4565217391
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 4
+ Accuracy on train : 50.5617977528
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
+ Fold 5
+ Accuracy on train : 51.3966480447
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.5617977528
+ Selected View : View0
\ No newline at end of file
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105531-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-105531-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..ee78fa2e
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105531-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,122 @@
+2016-09-01 10:55:31,673 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:55:31,675 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:55:31,675 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:55:31,675 INFO: Info: Shape of View0 :(300, 16)
+2016-09-01 10:55:31,676 INFO: Info: Shape of View1 :(300, 8)
+2016-09-01 10:55:31,676 INFO: Info: Shape of View2 :(300, 9)
+2016-09-01 10:55:31,676 INFO: Info: Shape of View3 :(300, 20)
+2016-09-01 10:55:31,677 INFO: Done: Read Database Files
+2016-09-01 10:55:31,677 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:55:31,680 INFO: Done: Determine validation split
+2016-09-01 10:55:31,680 INFO: Start: Determine 5 folds
+2016-09-01 10:55:31,685 INFO: Info: Length of Learning Sets: 170
+2016-09-01 10:55:31,685 INFO: Info: Length of Testing Sets: 41
+2016-09-01 10:55:31,685 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:55:31,685 INFO: Done: Determine folds
+2016-09-01 10:55:31,685 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:55:31,685 INFO: Start: Fold number 1
+2016-09-01 10:55:31,717 DEBUG: Start: Iteration 1
+2016-09-01 10:55:31,724 DEBUG: View 0 : 0.518918918919
+2016-09-01 10:55:31,732 DEBUG: View 1 : 0.491891891892
+2016-09-01 10:55:31,739 DEBUG: View 2 : 0.556756756757
+2016-09-01 10:55:31,746 DEBUG: View 3 : 0.52972972973
+2016-09-01 10:55:31,781 DEBUG: Best view : View3
+2016-09-01 10:55:31,866 DEBUG: Start: Iteration 2
+2016-09-01 10:55:31,874 DEBUG: View 0 : 0.686486486486
+2016-09-01 10:55:31,882 DEBUG: View 1 : 0.691891891892
+2016-09-01 10:55:31,889 DEBUG: View 2 : 0.605405405405
+2016-09-01 10:55:31,896 DEBUG: View 3 : 0.72972972973
+2016-09-01 10:55:31,939 DEBUG: Best view : View3
+2016-09-01 10:55:32,094 DEBUG: Start: Iteration 3
+2016-09-01 10:55:32,114 DEBUG: View 0 : 0.686486486486
+2016-09-01 10:55:32,121 DEBUG: View 1 : 0.691891891892
+2016-09-01 10:55:32,128 DEBUG: View 2 : 0.605405405405
+2016-09-01 10:55:32,135 DEBUG: View 3 : 0.72972972973
+2016-09-01 10:55:32,180 DEBUG: Best view : View3
+2016-09-01 10:55:32,400 DEBUG: Start: Iteration 4
+2016-09-01 10:55:32,408 DEBUG: View 0 : 0.632432432432
+2016-09-01 10:55:32,415 DEBUG: View 1 : 0.627027027027
+2016-09-01 10:55:32,422 DEBUG: View 2 : 0.605405405405
+2016-09-01 10:55:32,429 DEBUG: View 3 : 0.681081081081
+2016-09-01 10:55:32,477 DEBUG: Best view : View3
+2016-09-01 10:55:32,765 DEBUG: Start: Iteration 5
+2016-09-01 10:55:32,772 DEBUG: View 0 : 0.632432432432
+2016-09-01 10:55:32,779 DEBUG: View 1 : 0.627027027027
+2016-09-01 10:55:32,786 DEBUG: View 2 : 0.605405405405
+2016-09-01 10:55:32,794 DEBUG: View 3 : 0.681081081081
+2016-09-01 10:55:32,844 DEBUG: Best view : View3
+2016-09-01 10:55:33,190 DEBUG: Start: Iteration 6
+2016-09-01 10:55:33,197 DEBUG: View 0 : 0.681081081081
+2016-09-01 10:55:33,204 DEBUG: View 1 : 0.659459459459
+2016-09-01 10:55:33,211 DEBUG: View 2 : 0.643243243243
+2016-09-01 10:55:33,218 DEBUG: View 3 : 0.637837837838
+2016-09-01 10:55:33,271 DEBUG: Best view : View0
+2016-09-01 10:55:33,682 DEBUG: Start: Iteration 7
+2016-09-01 10:55:33,689 DEBUG: View 0 : 0.708108108108
+2016-09-01 10:55:33,696 DEBUG: View 1 : 0.654054054054
+2016-09-01 10:55:33,703 DEBUG: View 2 : 0.578378378378
+2016-09-01 10:55:33,711 DEBUG: View 3 : 0.675675675676
+2016-09-01 10:55:33,767 DEBUG: Best view : View0
+2016-09-01 10:55:34,258 DEBUG: Start: Iteration 8
+2016-09-01 10:55:34,265 DEBUG: View 0 : 0.708108108108
+2016-09-01 10:55:34,273 DEBUG: View 1 : 0.659459459459
+2016-09-01 10:55:34,279 DEBUG: View 2 : 0.578378378378
+2016-09-01 10:55:34,287 DEBUG: View 3 : 0.735135135135
+2016-09-01 10:55:34,346 DEBUG: Best view : View3
+2016-09-01 10:55:34,902 DEBUG: Start: Iteration 9
+2016-09-01 10:55:34,910 DEBUG: View 0 : 0.675675675676
+2016-09-01 10:55:34,917 DEBUG: View 1 : 0.648648648649
+2016-09-01 10:55:34,924 DEBUG: View 2 : 0.578378378378
+2016-09-01 10:55:34,931 DEBUG: View 3 : 0.675675675676
+2016-09-01 10:55:34,992 DEBUG: Best view : View0
+2016-09-01 10:55:35,606 INFO: Start: Classification
+2016-09-01 10:55:36,626 INFO: Done: Fold number 1
+2016-09-01 10:55:36,627 INFO: Start: Fold number 2
+2016-09-01 10:55:36,659 DEBUG: Start: Iteration 1
+2016-09-01 10:55:36,666 DEBUG: View 0 : 0.489473684211
+2016-09-01 10:55:36,673 DEBUG: View 1 : 0.473684210526
+2016-09-01 10:55:36,680 DEBUG: View 2 : 0.531578947368
+2016-09-01 10:55:36,688 DEBUG: View 3 : 0.5
+2016-09-01 10:55:36,723 DEBUG: Best view : View1
+2016-09-01 10:55:36,806 DEBUG: Start: Iteration 2
+2016-09-01 10:55:36,814 DEBUG: View 0 : 0.726315789474
+2016-09-01 10:55:36,821 DEBUG: View 1 : 0.710526315789
+2016-09-01 10:55:36,828 DEBUG: View 2 : 0.684210526316
+2016-09-01 10:55:36,836 DEBUG: View 3 : 0.673684210526
+2016-09-01 10:55:36,879 DEBUG: Best view : View0
+2016-09-01 10:55:37,029 DEBUG: Start: Iteration 3
+2016-09-01 10:55:37,036 DEBUG: View 0 : 0.726315789474
+2016-09-01 10:55:37,044 DEBUG: View 1 : 0.710526315789
+2016-09-01 10:55:37,051 DEBUG: View 2 : 0.684210526316
+2016-09-01 10:55:37,059 DEBUG: View 3 : 0.673684210526
+2016-09-01 10:55:37,104 DEBUG: Best view : View0
+2016-09-01 10:55:37,322 DEBUG: Start: Iteration 4
+2016-09-01 10:55:37,329 DEBUG: View 0 : 0.678947368421
+2016-09-01 10:55:37,337 DEBUG: View 1 : 0.715789473684
+2016-09-01 10:55:37,344 DEBUG: View 2 : 0.652631578947
+2016-09-01 10:55:37,352 DEBUG: View 3 : 0.657894736842
+2016-09-01 10:55:37,401 DEBUG: Best view : View1
+2016-09-01 10:55:37,687 DEBUG: Start: Iteration 5
+2016-09-01 10:55:37,694 DEBUG: View 0 : 0.673684210526
+2016-09-01 10:55:37,702 DEBUG: View 1 : 0.715789473684
+2016-09-01 10:55:37,709 DEBUG: View 2 : 0.657894736842
+2016-09-01 10:55:37,716 DEBUG: View 3 : 0.657894736842
+2016-09-01 10:55:37,768 DEBUG: Best view : View1
+2016-09-01 10:55:38,122 DEBUG: Start: Iteration 6
+2016-09-01 10:55:38,129 DEBUG: View 0 : 0.684210526316
+2016-09-01 10:55:38,137 DEBUG: View 1 : 0.678947368421
+2016-09-01 10:55:38,144 DEBUG: View 2 : 0.642105263158
+2016-09-01 10:55:38,152 DEBUG: View 3 : 0.668421052632
+2016-09-01 10:55:38,206 DEBUG: Best view : View1
+2016-09-01 10:55:38,632 DEBUG: Start: Iteration 7
+2016-09-01 10:55:38,640 DEBUG: View 0 : 0.678947368421
+2016-09-01 10:55:38,647 DEBUG: View 1 : 0.678947368421
+2016-09-01 10:55:38,654 DEBUG: View 2 : 0.689473684211
+2016-09-01 10:55:38,662 DEBUG: View 3 : 0.668421052632
+2016-09-01 10:55:38,719 DEBUG: Best view : View1
+2016-09-01 10:55:39,211 DEBUG: Start: Iteration 8
+2016-09-01 10:55:39,219 DEBUG: View 0 : 0.694736842105
+2016-09-01 10:55:39,226 DEBUG: View 1 : 0.647368421053
+2016-09-01 10:55:39,233 DEBUG: View 2 : 0.689473684211
+2016-09-01 10:55:39,241 DEBUG: View 3 : 0.647368421053
+2016-09-01 10:55:39,300 DEBUG: Best view : View2
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105546-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-105546-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..0293a532
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105546-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,77 @@
+2016-09-01 10:55:46,256 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:55:46,257 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:55:46,257 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:55:46,258 INFO: Info: Shape of View0 :(300, 13)
+2016-09-01 10:55:46,258 INFO: Info: Shape of View1 :(300, 17)
+2016-09-01 10:55:46,259 INFO: Info: Shape of View2 :(300, 11)
+2016-09-01 10:55:46,259 INFO: Info: Shape of View3 :(300, 7)
+2016-09-01 10:55:46,259 INFO: Done: Read Database Files
+2016-09-01 10:55:46,259 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:55:46,263 INFO: Done: Determine validation split
+2016-09-01 10:55:46,263 INFO: Start: Determine 5 folds
+2016-09-01 10:55:46,270 INFO: Info: Length of Learning Sets: 169
+2016-09-01 10:55:46,270 INFO: Info: Length of Testing Sets: 42
+2016-09-01 10:55:46,270 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:55:46,270 INFO: Done: Determine folds
+2016-09-01 10:55:46,270 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:55:46,270 INFO: Start: Fold number 1
+2016-09-01 10:55:46,301 DEBUG: Start: Iteration 1
+2016-09-01 10:55:46,308 DEBUG: View 0 : 0.569060773481
+2016-09-01 10:55:46,315 DEBUG: View 1 : 0.502762430939
+2016-09-01 10:55:46,322 DEBUG: View 2 : 0.519337016575
+2016-09-01 10:55:46,328 DEBUG: View 3 : 0.447513812155
+2016-09-01 10:55:46,366 DEBUG: Best view : View0
+2016-09-01 10:55:46,447 DEBUG: Start: Iteration 2
+2016-09-01 10:55:46,455 DEBUG: View 0 : 0.723756906077
+2016-09-01 10:55:46,463 DEBUG: View 1 : 0.740331491713
+2016-09-01 10:55:46,471 DEBUG: View 2 : 0.635359116022
+2016-09-01 10:55:46,477 DEBUG: View 3 : 0.60773480663
+2016-09-01 10:55:46,519 DEBUG: Best view : View1
+2016-09-01 10:55:46,669 DEBUG: Start: Iteration 3
+2016-09-01 10:55:46,677 DEBUG: View 0 : 0.723756906077
+2016-09-01 10:55:46,685 DEBUG: View 1 : 0.740331491713
+2016-09-01 10:55:46,693 DEBUG: View 2 : 0.635359116022
+2016-09-01 10:55:46,700 DEBUG: View 3 : 0.60773480663
+2016-09-01 10:55:46,744 DEBUG: Best view : View1
+2016-09-01 10:55:46,957 DEBUG: Start: Iteration 4
+2016-09-01 10:55:46,964 DEBUG: View 0 : 0.729281767956
+2016-09-01 10:55:46,972 DEBUG: View 1 : 0.729281767956
+2016-09-01 10:55:46,979 DEBUG: View 2 : 0.674033149171
+2016-09-01 10:55:46,986 DEBUG: View 3 : 0.624309392265
+2016-09-01 10:55:47,032 DEBUG: Best view : View0
+2016-09-01 10:55:47,311 DEBUG: Start: Iteration 5
+2016-09-01 10:55:47,318 DEBUG: View 0 : 0.729281767956
+2016-09-01 10:55:47,326 DEBUG: View 1 : 0.729281767956
+2016-09-01 10:55:47,333 DEBUG: View 2 : 0.674033149171
+2016-09-01 10:55:47,339 DEBUG: View 3 : 0.624309392265
+2016-09-01 10:55:47,389 DEBUG: Best view : View0
+2016-09-01 10:55:47,728 DEBUG: Start: Iteration 6
+2016-09-01 10:55:47,736 DEBUG: View 0 : 0.646408839779
+2016-09-01 10:55:47,743 DEBUG: View 1 : 0.685082872928
+2016-09-01 10:55:47,750 DEBUG: View 2 : 0.696132596685
+2016-09-01 10:55:47,757 DEBUG: View 3 : 0.613259668508
+2016-09-01 10:55:47,810 DEBUG: Best view : View2
+2016-09-01 10:55:48,212 DEBUG: Start: Iteration 7
+2016-09-01 10:55:48,219 DEBUG: View 0 : 0.651933701657
+2016-09-01 10:55:48,226 DEBUG: View 1 : 0.718232044199
+2016-09-01 10:55:48,233 DEBUG: View 2 : 0.674033149171
+2016-09-01 10:55:48,240 DEBUG: View 3 : 0.613259668508
+2016-09-01 10:55:48,295 DEBUG: Best view : View1
+2016-09-01 10:55:48,775 DEBUG: Start: Iteration 8
+2016-09-01 10:55:48,782 DEBUG: View 0 : 0.624309392265
+2016-09-01 10:55:48,790 DEBUG: View 1 : 0.718232044199
+2016-09-01 10:55:48,797 DEBUG: View 2 : 0.662983425414
+2016-09-01 10:55:48,804 DEBUG: View 3 : 0.602209944751
+2016-09-01 10:55:48,861 DEBUG: Best view : View1
+2016-09-01 10:55:49,411 DEBUG: Start: Iteration 9
+2016-09-01 10:55:49,418 DEBUG: View 0 : 0.734806629834
+2016-09-01 10:55:49,425 DEBUG: View 1 : 0.723756906077
+2016-09-01 10:55:49,432 DEBUG: View 2 : 0.662983425414
+2016-09-01 10:55:49,439 DEBUG: View 3 : 0.602209944751
+2016-09-01 10:55:49,499 DEBUG: Best view : View1
+2016-09-01 10:55:50,097 INFO: Start: Classification
+2016-09-01 10:55:51,107 INFO: Done: Fold number 1
+2016-09-01 10:55:51,107 INFO: Start: Fold number 2
+2016-09-01 10:55:51,138 DEBUG: Start: Iteration 1
+2016-09-01 10:55:51,145 DEBUG: View 0 : 0.478021978022
+2016-09-01 10:55:51,151 DEBUG: View 1 : 0.478021978022
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105555-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-105555-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..4a0b7fab
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105555-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,113 @@
+2016-09-01 10:55:55,635 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:55:55,636 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:55:55,636 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:55:55,637 INFO: Info: Shape of View0 :(300, 8)
+2016-09-01 10:55:55,637 INFO: Info: Shape of View1 :(300, 20)
+2016-09-01 10:55:55,637 INFO: Info: Shape of View2 :(300, 5)
+2016-09-01 10:55:55,638 INFO: Info: Shape of View3 :(300, 11)
+2016-09-01 10:55:55,638 INFO: Done: Read Database Files
+2016-09-01 10:55:55,638 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:55:55,641 INFO: Done: Determine validation split
+2016-09-01 10:55:55,642 INFO: Start: Determine 5 folds
+2016-09-01 10:55:55,648 INFO: Info: Length of Learning Sets: 170
+2016-09-01 10:55:55,648 INFO: Info: Length of Testing Sets: 41
+2016-09-01 10:55:55,648 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:55:55,648 INFO: Done: Determine folds
+2016-09-01 10:55:55,648 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:55:55,648 INFO: Start: Fold number 1
+2016-09-01 10:55:55,858 DEBUG: Start: Iteration 1
+2016-09-01 10:55:55,865 DEBUG: View 0 : 0.464864864865
+2016-09-01 10:55:55,872 DEBUG: View 1 : 0.508108108108
+2016-09-01 10:55:55,879 DEBUG: View 2 : 0.513513513514
+2016-09-01 10:55:55,886 DEBUG: View 3 : 0.540540540541
+2016-09-01 10:55:55,921 DEBUG: Best view : View1
+2016-09-01 10:55:56,001 DEBUG: Start: Iteration 2
+2016-09-01 10:55:56,008 DEBUG: View 0 : 0.648648648649
+2016-09-01 10:55:56,016 DEBUG: View 1 : 0.708108108108
+2016-09-01 10:55:56,023 DEBUG: View 2 : 0.664864864865
+2016-09-01 10:55:56,030 DEBUG: View 3 : 0.681081081081
+2016-09-01 10:55:56,071 DEBUG: Best view : View1
+2016-09-01 10:55:56,222 DEBUG: Start: Iteration 3
+2016-09-01 10:55:56,237 DEBUG: View 0 : 0.648648648649
+2016-09-01 10:55:56,245 DEBUG: View 1 : 0.708108108108
+2016-09-01 10:55:56,252 DEBUG: View 2 : 0.664864864865
+2016-09-01 10:55:56,260 DEBUG: View 3 : 0.681081081081
+2016-09-01 10:55:56,306 DEBUG: Best view : View1
+2016-09-01 10:55:56,525 DEBUG: Start: Iteration 4
+2016-09-01 10:55:56,532 DEBUG: View 0 : 0.621621621622
+2016-09-01 10:55:56,540 DEBUG: View 1 : 0.702702702703
+2016-09-01 10:55:56,548 DEBUG: View 2 : 0.583783783784
+2016-09-01 10:55:56,555 DEBUG: View 3 : 0.718918918919
+2016-09-01 10:55:56,604 DEBUG: Best view : View1
+2016-09-01 10:55:56,887 DEBUG: Start: Iteration 5
+2016-09-01 10:55:56,894 DEBUG: View 0 : 0.621621621622
+2016-09-01 10:55:56,902 DEBUG: View 1 : 0.702702702703
+2016-09-01 10:55:56,908 DEBUG: View 2 : 0.583783783784
+2016-09-01 10:55:56,916 DEBUG: View 3 : 0.718918918919
+2016-09-01 10:55:56,966 DEBUG: Best view : View1
+2016-09-01 10:55:57,309 DEBUG: Start: Iteration 6
+2016-09-01 10:55:57,316 DEBUG: View 0 : 0.691891891892
+2016-09-01 10:55:57,324 DEBUG: View 1 : 0.67027027027
+2016-09-01 10:55:57,330 DEBUG: View 2 : 0.659459459459
+2016-09-01 10:55:57,337 DEBUG: View 3 : 0.718918918919
+2016-09-01 10:55:57,391 DEBUG: Best view : View3
+2016-09-01 10:55:57,805 DEBUG: Start: Iteration 7
+2016-09-01 10:55:57,812 DEBUG: View 0 : 0.675675675676
+2016-09-01 10:55:57,821 DEBUG: View 1 : 0.708108108108
+2016-09-01 10:55:57,828 DEBUG: View 2 : 0.659459459459
+2016-09-01 10:55:57,835 DEBUG: View 3 : 0.681081081081
+2016-09-01 10:55:57,892 DEBUG: Best view : View1
+2016-09-01 10:55:58,399 DEBUG: Start: Iteration 8
+2016-09-01 10:55:58,406 DEBUG: View 0 : 0.675675675676
+2016-09-01 10:55:58,414 DEBUG: View 1 : 0.697297297297
+2016-09-01 10:55:58,420 DEBUG: View 2 : 0.659459459459
+2016-09-01 10:55:58,428 DEBUG: View 3 : 0.697297297297
+2016-09-01 10:55:58,487 DEBUG: Best view : View1
+2016-09-01 10:55:59,045 DEBUG: Start: Iteration 9
+2016-09-01 10:55:59,052 DEBUG: View 0 : 0.610810810811
+2016-09-01 10:55:59,059 DEBUG: View 1 : 0.697297297297
+2016-09-01 10:55:59,066 DEBUG: View 2 : 0.659459459459
+2016-09-01 10:55:59,074 DEBUG: View 3 : 0.718918918919
+2016-09-01 10:55:59,135 DEBUG: Best view : View3
+2016-09-01 10:55:59,754 DEBUG: Start: Iteration 10
+2016-09-01 10:55:59,761 DEBUG: View 0 : 0.610810810811
+2016-09-01 10:55:59,769 DEBUG: View 1 : 0.664864864865
+2016-09-01 10:55:59,776 DEBUG: View 2 : 0.659459459459
+2016-09-01 10:55:59,783 DEBUG: View 3 : 0.718918918919
+2016-09-01 10:55:59,848 DEBUG: Best view : View3
+2016-09-01 10:56:00,527 DEBUG: Start: Iteration 11
+2016-09-01 10:56:00,534 DEBUG: View 0 : 0.589189189189
+2016-09-01 10:56:00,542 DEBUG: View 1 : 0.664864864865
+2016-09-01 10:56:00,549 DEBUG: View 2 : 0.589189189189
+2016-09-01 10:56:00,556 DEBUG: View 3 : 0.681081081081
+2016-09-01 10:56:00,623 DEBUG: Best view : View1
+2016-09-01 10:56:01,378 DEBUG: Start: Iteration 12
+2016-09-01 10:56:01,385 DEBUG: View 0 : 0.562162162162
+2016-09-01 10:56:01,393 DEBUG: View 1 : 0.654054054054
+2016-09-01 10:56:01,400 DEBUG: View 2 : 0.589189189189
+2016-09-01 10:56:01,408 DEBUG: View 3 : 0.681081081081
+2016-09-01 10:56:01,479 DEBUG: Best view : View1
+2016-09-01 10:56:02,291 DEBUG: Start: Iteration 13
+2016-09-01 10:56:02,298 DEBUG: View 0 : 0.562162162162
+2016-09-01 10:56:02,306 DEBUG: View 1 : 0.654054054054
+2016-09-01 10:56:02,313 DEBUG: View 2 : 0.659459459459
+2016-09-01 10:56:02,320 DEBUG: View 3 : 0.681081081081
+2016-09-01 10:56:02,393 DEBUG: Best view : View3
+2016-09-01 10:56:03,269 DEBUG: Start: Iteration 14
+2016-09-01 10:56:03,276 DEBUG: View 0 : 0.562162162162
+2016-09-01 10:56:03,284 DEBUG: View 1 : 0.708108108108
+2016-09-01 10:56:03,291 DEBUG: View 2 : 0.659459459459
+2016-09-01 10:56:03,298 DEBUG: View 3 : 0.681081081081
+2016-09-01 10:56:03,374 DEBUG: Best view : View1
+2016-09-01 10:56:04,316 DEBUG: Start: Iteration 15
+2016-09-01 10:56:04,323 DEBUG: View 0 : 0.562162162162
+2016-09-01 10:56:04,331 DEBUG: View 1 : 0.708108108108
+2016-09-01 10:56:04,338 DEBUG: View 2 : 0.659459459459
+2016-09-01 10:56:04,345 DEBUG: View 3 : 0.681081081081
+2016-09-01 10:56:04,424 DEBUG: Best view : View1
+2016-09-01 10:56:05,432 DEBUG: Start: Iteration 16
+2016-09-01 10:56:05,439 DEBUG: View 0 : 0.627027027027
+2016-09-01 10:56:05,447 DEBUG: View 1 : 0.691891891892
+2016-09-01 10:56:05,454 DEBUG: View 2 : 0.659459459459
+2016-09-01 10:56:05,461 DEBUG: View 3 : 0.702702702703
+2016-09-01 10:56:05,543 DEBUG: Best view : View3
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105613-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-105613-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..c6a0a704
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105613-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,119 @@
+2016-09-01 10:56:13,131 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:56:13,133 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:56:13,133 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:56:13,134 INFO: Info: Shape of View0 :(300, 20)
+2016-09-01 10:56:13,134 INFO: Info: Shape of View1 :(300, 14)
+2016-09-01 10:56:13,135 INFO: Info: Shape of View2 :(300, 10)
+2016-09-01 10:56:13,136 INFO: Info: Shape of View3 :(300, 11)
+2016-09-01 10:56:13,136 INFO: Done: Read Database Files
+2016-09-01 10:56:13,136 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:56:13,139 INFO: Done: Determine validation split
+2016-09-01 10:56:13,139 INFO: Start: Determine 5 folds
+2016-09-01 10:56:13,147 INFO: Info: Length of Learning Sets: 169
+2016-09-01 10:56:13,147 INFO: Info: Length of Testing Sets: 42
+2016-09-01 10:56:13,147 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:56:13,147 INFO: Done: Determine folds
+2016-09-01 10:56:13,147 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:56:13,147 INFO: Start: Fold number 1
+2016-09-01 10:56:13,356 DEBUG: Start: Iteration 1
+2016-09-01 10:56:13,363 DEBUG: View 0 : 0.467391304348
+2016-09-01 10:56:13,370 DEBUG: View 1 : 0.467391304348
+2016-09-01 10:56:13,377 DEBUG: View 2 : 0.467391304348
+2016-09-01 10:56:13,384 DEBUG: View 3 : 0.467391304348
+2016-09-01 10:56:13,384 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:56:13,420 DEBUG: Best view : View0
+2016-09-01 10:56:13,500 DEBUG: Start: Iteration 2
+2016-09-01 10:56:13,508 DEBUG: View 0 : 0.673913043478
+2016-09-01 10:56:13,516 DEBUG: View 1 : 0.739130434783
+2016-09-01 10:56:13,523 DEBUG: View 2 : 0.717391304348
+2016-09-01 10:56:13,530 DEBUG: View 3 : 0.679347826087
+2016-09-01 10:56:13,572 DEBUG: Best view : View1
+2016-09-01 10:56:13,724 DEBUG: Start: Iteration 3
+2016-09-01 10:56:13,733 DEBUG: View 0 : 0.673913043478
+2016-09-01 10:56:13,742 DEBUG: View 1 : 0.739130434783
+2016-09-01 10:56:13,749 DEBUG: View 2 : 0.717391304348
+2016-09-01 10:56:13,756 DEBUG: View 3 : 0.679347826087
+2016-09-01 10:56:13,802 DEBUG: Best view : View1
+2016-09-01 10:56:14,019 DEBUG: Start: Iteration 4
+2016-09-01 10:56:14,027 DEBUG: View 0 : 0.673913043478
+2016-09-01 10:56:14,034 DEBUG: View 1 : 0.701086956522
+2016-09-01 10:56:14,041 DEBUG: View 2 : 0.70652173913
+2016-09-01 10:56:14,049 DEBUG: View 3 : 0.66847826087
+2016-09-01 10:56:14,097 DEBUG: Best view : View1
+2016-09-01 10:56:14,377 INFO: Start: Classification
+2016-09-01 10:56:14,835 INFO: Done: Fold number 1
+2016-09-01 10:56:14,835 INFO: Start: Fold number 2
+2016-09-01 10:56:15,039 DEBUG: Start: Iteration 1
+2016-09-01 10:56:15,046 DEBUG: View 0 : 0.527173913043
+2016-09-01 10:56:15,053 DEBUG: View 1 : 0.565217391304
+2016-09-01 10:56:15,060 DEBUG: View 2 : 0.597826086957
+2016-09-01 10:56:15,067 DEBUG: View 3 : 0.532608695652
+2016-09-01 10:56:15,102 DEBUG: Best view : View3
+2016-09-01 10:56:15,182 DEBUG: Start: Iteration 2
+2016-09-01 10:56:15,190 DEBUG: View 0 : 0.701086956522
+2016-09-01 10:56:15,198 DEBUG: View 1 : 0.717391304348
+2016-09-01 10:56:15,205 DEBUG: View 2 : 0.733695652174
+2016-09-01 10:56:15,212 DEBUG: View 3 : 0.630434782609
+2016-09-01 10:56:15,254 DEBUG: Best view : View2
+2016-09-01 10:56:15,402 DEBUG: Start: Iteration 3
+2016-09-01 10:56:15,410 DEBUG: View 0 : 0.701086956522
+2016-09-01 10:56:15,417 DEBUG: View 1 : 0.70652173913
+2016-09-01 10:56:15,424 DEBUG: View 2 : 0.733695652174
+2016-09-01 10:56:15,432 DEBUG: View 3 : 0.630434782609
+2016-09-01 10:56:15,477 DEBUG: Best view : View1
+2016-09-01 10:56:15,696 DEBUG: Start: Iteration 4
+2016-09-01 10:56:15,704 DEBUG: View 0 : 0.695652173913
+2016-09-01 10:56:15,712 DEBUG: View 1 : 0.711956521739
+2016-09-01 10:56:15,719 DEBUG: View 2 : 0.711956521739
+2016-09-01 10:56:15,726 DEBUG: View 3 : 0.619565217391
+2016-09-01 10:56:15,774 DEBUG: Best view : View2
+2016-09-01 10:56:16,061 INFO: Start: Classification
+2016-09-01 10:56:16,520 INFO: Done: Fold number 2
+2016-09-01 10:56:16,520 INFO: Start: Fold number 3
+2016-09-01 10:56:16,714 DEBUG: Start: Iteration 1
+2016-09-01 10:56:16,720 DEBUG: View 0 : 0.477272727273
+2016-09-01 10:56:16,727 DEBUG: View 1 : 0.477272727273
+2016-09-01 10:56:16,733 DEBUG: View 2 : 0.477272727273
+2016-09-01 10:56:16,739 DEBUG: View 3 : 0.477272727273
+2016-09-01 10:56:16,740 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:56:16,772 DEBUG: Best view : View0
+2016-09-01 10:56:16,849 DEBUG: Start: Iteration 2
+2016-09-01 10:56:16,856 DEBUG: View 0 : 0.738636363636
+2016-09-01 10:56:16,863 DEBUG: View 1 : 0.738636363636
+2016-09-01 10:56:16,870 DEBUG: View 2 : 0.636363636364
+2016-09-01 10:56:16,877 DEBUG: View 3 : 0.681818181818
+2016-09-01 10:56:16,916 DEBUG: Best view : View0
+2016-09-01 10:56:17,056 DEBUG: Start: Iteration 3
+2016-09-01 10:56:17,063 DEBUG: View 0 : 0.738636363636
+2016-09-01 10:56:17,070 DEBUG: View 1 : 0.738636363636
+2016-09-01 10:56:17,077 DEBUG: View 2 : 0.636363636364
+2016-09-01 10:56:17,084 DEBUG: View 3 : 0.681818181818
+2016-09-01 10:56:17,127 DEBUG: Best view : View0
+2016-09-01 10:56:17,329 DEBUG: Start: Iteration 4
+2016-09-01 10:56:17,336 DEBUG: View 0 : 0.636363636364
+2016-09-01 10:56:17,343 DEBUG: View 1 : 0.738636363636
+2016-09-01 10:56:17,350 DEBUG: View 2 : 0.670454545455
+2016-09-01 10:56:17,357 DEBUG: View 3 : 0.653409090909
+2016-09-01 10:56:17,402 DEBUG: Best view : View1
+2016-09-01 10:56:17,668 INFO: Start: Classification
+2016-09-01 10:56:18,110 INFO: Done: Fold number 3
+2016-09-01 10:56:18,110 INFO: Start: Fold number 4
+2016-09-01 10:56:18,311 DEBUG: Start: Iteration 1
+2016-09-01 10:56:18,317 DEBUG: View 0 : 0.524590163934
+2016-09-01 10:56:18,324 DEBUG: View 1 : 0.524590163934
+2016-09-01 10:56:18,330 DEBUG: View 2 : 0.524590163934
+2016-09-01 10:56:18,337 DEBUG: View 3 : 0.524590163934
+2016-09-01 10:56:18,370 DEBUG: Best view : View0
+2016-09-01 10:56:18,449 DEBUG: Start: Iteration 2
+2016-09-01 10:56:18,456 DEBUG: View 0 : 0.677595628415
+2016-09-01 10:56:18,463 DEBUG: View 1 : 0.699453551913
+2016-09-01 10:56:18,470 DEBUG: View 2 : 0.644808743169
+2016-09-01 10:56:18,477 DEBUG: View 3 : 0.68306010929
+2016-09-01 10:56:18,518 DEBUG: Best view : View1
+2016-09-01 10:56:18,662 DEBUG: Start: Iteration 3
+2016-09-01 10:56:18,670 DEBUG: View 0 : 0.677595628415
+2016-09-01 10:56:18,677 DEBUG: View 1 : 0.699453551913
+2016-09-01 10:56:18,684 DEBUG: View 2 : 0.644808743169
+2016-09-01 10:56:18,691 DEBUG: View 3 : 0.68306010929
+2016-09-01 10:56:18,735 DEBUG: Best view : View1
+2016-09-01 10:56:18,945 INFO: Start: Classification
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105628-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-105628-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..541cb0ce
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105628-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,151 @@
+2016-09-01 10:56:28,356 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:56:28,358 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:56:28,358 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:56:28,358 INFO: Info: Shape of View0 :(300, 7)
+2016-09-01 10:56:28,359 INFO: Info: Shape of View1 :(300, 19)
+2016-09-01 10:56:28,359 INFO: Info: Shape of View2 :(300, 16)
+2016-09-01 10:56:28,360 INFO: Info: Shape of View3 :(300, 18)
+2016-09-01 10:56:28,360 INFO: Done: Read Database Files
+2016-09-01 10:56:28,360 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:56:28,363 INFO: Done: Determine validation split
+2016-09-01 10:56:28,363 INFO: Start: Determine 5 folds
+2016-09-01 10:56:28,370 INFO: Info: Length of Learning Sets: 170
+2016-09-01 10:56:28,370 INFO: Info: Length of Testing Sets: 41
+2016-09-01 10:56:28,370 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:56:28,370 INFO: Done: Determine folds
+2016-09-01 10:56:28,370 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:56:28,370 INFO: Start: Fold number 1
+2016-09-01 10:56:28,587 DEBUG: Start: Iteration 1
+2016-09-01 10:56:28,594 DEBUG: View 0 : 0.491978609626
+2016-09-01 10:56:28,601 DEBUG: View 1 : 0.491978609626
+2016-09-01 10:56:28,608 DEBUG: View 2 : 0.491978609626
+2016-09-01 10:56:28,614 DEBUG: View 3 : 0.491978609626
+2016-09-01 10:56:28,615 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:56:28,651 DEBUG: Best view : View0
+2016-09-01 10:56:28,732 DEBUG: Start: Iteration 2
+2016-09-01 10:56:28,739 DEBUG: View 0 : 0.561497326203
+2016-09-01 10:56:28,747 DEBUG: View 1 : 0.727272727273
+2016-09-01 10:56:28,754 DEBUG: View 2 : 0.68449197861
+2016-09-01 10:56:28,762 DEBUG: View 3 : 0.695187165775
+2016-09-01 10:56:28,806 DEBUG: Best view : View1
+2016-09-01 10:56:28,961 DEBUG: Start: Iteration 3
+2016-09-01 10:56:28,974 DEBUG: View 0 : 0.561497326203
+2016-09-01 10:56:28,982 DEBUG: View 1 : 0.727272727273
+2016-09-01 10:56:28,990 DEBUG: View 2 : 0.68449197861
+2016-09-01 10:56:28,997 DEBUG: View 3 : 0.695187165775
+2016-09-01 10:56:29,044 DEBUG: Best view : View1
+2016-09-01 10:56:29,265 DEBUG: Start: Iteration 4
+2016-09-01 10:56:29,272 DEBUG: View 0 : 0.588235294118
+2016-09-01 10:56:29,280 DEBUG: View 1 : 0.695187165775
+2016-09-01 10:56:29,287 DEBUG: View 2 : 0.716577540107
+2016-09-01 10:56:29,295 DEBUG: View 3 : 0.695187165775
+2016-09-01 10:56:29,345 DEBUG: Best view : View2
+2016-09-01 10:56:29,629 INFO: Start: Classification
+2016-09-01 10:56:30,087 INFO: Done: Fold number 1
+2016-09-01 10:56:30,087 INFO: Start: Fold number 2
+2016-09-01 10:56:30,285 DEBUG: Start: Iteration 1
+2016-09-01 10:56:30,292 DEBUG: View 0 : 0.486033519553
+2016-09-01 10:56:30,298 DEBUG: View 1 : 0.486033519553
+2016-09-01 10:56:30,305 DEBUG: View 2 : 0.486033519553
+2016-09-01 10:56:30,311 DEBUG: View 3 : 0.486033519553
+2016-09-01 10:56:30,311 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:56:30,345 DEBUG: Best view : View0
+2016-09-01 10:56:30,420 DEBUG: Start: Iteration 2
+2016-09-01 10:56:30,427 DEBUG: View 0 : 0.575418994413
+2016-09-01 10:56:30,434 DEBUG: View 1 : 0.709497206704
+2016-09-01 10:56:30,441 DEBUG: View 2 : 0.659217877095
+2016-09-01 10:56:30,448 DEBUG: View 3 : 0.77094972067
+2016-09-01 10:56:30,489 DEBUG: Best view : View3
+2016-09-01 10:56:30,633 DEBUG: Start: Iteration 3
+2016-09-01 10:56:30,640 DEBUG: View 0 : 0.575418994413
+2016-09-01 10:56:30,648 DEBUG: View 1 : 0.709497206704
+2016-09-01 10:56:30,655 DEBUG: View 2 : 0.659217877095
+2016-09-01 10:56:30,662 DEBUG: View 3 : 0.77094972067
+2016-09-01 10:56:30,708 DEBUG: Best view : View3
+2016-09-01 10:56:30,919 DEBUG: Start: Iteration 4
+2016-09-01 10:56:30,926 DEBUG: View 0 : 0.59217877095
+2016-09-01 10:56:30,934 DEBUG: View 1 : 0.709497206704
+2016-09-01 10:56:30,941 DEBUG: View 2 : 0.653631284916
+2016-09-01 10:56:30,948 DEBUG: View 3 : 0.63687150838
+2016-09-01 10:56:30,996 DEBUG: Best view : View1
+2016-09-01 10:56:31,274 INFO: Start: Classification
+2016-09-01 10:56:31,724 INFO: Done: Fold number 2
+2016-09-01 10:56:31,724 INFO: Start: Fold number 3
+2016-09-01 10:56:31,926 DEBUG: Start: Iteration 1
+2016-09-01 10:56:31,932 DEBUG: View 0 : 0.48087431694
+2016-09-01 10:56:31,939 DEBUG: View 1 : 0.540983606557
+2016-09-01 10:56:31,946 DEBUG: View 2 : 0.513661202186
+2016-09-01 10:56:31,953 DEBUG: View 3 : 0.551912568306
+2016-09-01 10:56:31,988 DEBUG: Best view : View1
+2016-09-01 10:56:32,066 DEBUG: Start: Iteration 2
+2016-09-01 10:56:32,073 DEBUG: View 0 : 0.606557377049
+2016-09-01 10:56:32,080 DEBUG: View 1 : 0.704918032787
+2016-09-01 10:56:32,087 DEBUG: View 2 : 0.715846994536
+2016-09-01 10:56:32,095 DEBUG: View 3 : 0.606557377049
+2016-09-01 10:56:32,136 DEBUG: Best view : View2
+2016-09-01 10:56:32,279 DEBUG: Start: Iteration 3
+2016-09-01 10:56:32,286 DEBUG: View 0 : 0.606557377049
+2016-09-01 10:56:32,293 DEBUG: View 1 : 0.704918032787
+2016-09-01 10:56:32,301 DEBUG: View 2 : 0.715846994536
+2016-09-01 10:56:32,308 DEBUG: View 3 : 0.606557377049
+2016-09-01 10:56:32,353 DEBUG: Best view : View2
+2016-09-01 10:56:32,561 DEBUG: Start: Iteration 4
+2016-09-01 10:56:32,567 DEBUG: View 0 : 0.595628415301
+2016-09-01 10:56:32,575 DEBUG: View 1 : 0.704918032787
+2016-09-01 10:56:32,583 DEBUG: View 2 : 0.650273224044
+2016-09-01 10:56:32,590 DEBUG: View 3 : 0.704918032787
+2016-09-01 10:56:32,637 DEBUG: Best view : View3
+2016-09-01 10:56:32,914 INFO: Start: Classification
+2016-09-01 10:56:33,366 INFO: Done: Fold number 3
+2016-09-01 10:56:33,366 INFO: Start: Fold number 4
+2016-09-01 10:56:33,566 DEBUG: Start: Iteration 1
+2016-09-01 10:56:33,572 DEBUG: View 0 : 0.541436464088
+2016-09-01 10:56:33,579 DEBUG: View 1 : 0.458563535912
+2016-09-01 10:56:33,586 DEBUG: View 2 : 0.530386740331
+2016-09-01 10:56:33,593 DEBUG: View 3 : 0.497237569061
+2016-09-01 10:56:33,627 DEBUG: Best view : View3
+2016-09-01 10:56:33,704 DEBUG: Start: Iteration 2
+2016-09-01 10:56:33,711 DEBUG: View 0 : 0.580110497238
+2016-09-01 10:56:33,718 DEBUG: View 1 : 0.707182320442
+2016-09-01 10:56:33,725 DEBUG: View 2 : 0.696132596685
+2016-09-01 10:56:33,733 DEBUG: View 3 : 0.734806629834
+2016-09-01 10:56:33,773 DEBUG: Best view : View3
+2016-09-01 10:56:33,916 DEBUG: Start: Iteration 3
+2016-09-01 10:56:33,923 DEBUG: View 0 : 0.580110497238
+2016-09-01 10:56:33,930 DEBUG: View 1 : 0.707182320442
+2016-09-01 10:56:33,937 DEBUG: View 2 : 0.696132596685
+2016-09-01 10:56:33,945 DEBUG: View 3 : 0.734806629834
+2016-09-01 10:56:33,989 DEBUG: Best view : View3
+2016-09-01 10:56:34,197 DEBUG: Start: Iteration 4
+2016-09-01 10:56:34,203 DEBUG: View 0 : 0.546961325967
+2016-09-01 10:56:34,211 DEBUG: View 1 : 0.67955801105
+2016-09-01 10:56:34,218 DEBUG: View 2 : 0.718232044199
+2016-09-01 10:56:34,225 DEBUG: View 3 : 0.640883977901
+2016-09-01 10:56:34,272 DEBUG: Best view : View2
+2016-09-01 10:56:34,545 INFO: Start: Classification
+2016-09-01 10:56:34,990 INFO: Done: Fold number 4
+2016-09-01 10:56:34,990 INFO: Start: Fold number 5
+2016-09-01 10:56:35,189 DEBUG: Start: Iteration 1
+2016-09-01 10:56:35,195 DEBUG: View 0 : 0.522222222222
+2016-09-01 10:56:35,202 DEBUG: View 1 : 0.522222222222
+2016-09-01 10:56:35,209 DEBUG: View 2 : 0.522222222222
+2016-09-01 10:56:35,216 DEBUG: View 3 : 0.522222222222
+2016-09-01 10:56:35,249 DEBUG: Best view : View0
+2016-09-01 10:56:35,326 DEBUG: Start: Iteration 2
+2016-09-01 10:56:35,333 DEBUG: View 0 : 0.605555555556
+2016-09-01 10:56:35,340 DEBUG: View 1 : 0.677777777778
+2016-09-01 10:56:35,348 DEBUG: View 2 : 0.694444444444
+2016-09-01 10:56:35,355 DEBUG: View 3 : 0.733333333333
+2016-09-01 10:56:35,396 DEBUG: Best view : View3
+2016-09-01 10:56:35,537 DEBUG: Start: Iteration 3
+2016-09-01 10:56:35,544 DEBUG: View 0 : 0.605555555556
+2016-09-01 10:56:35,551 DEBUG: View 1 : 0.677777777778
+2016-09-01 10:56:35,558 DEBUG: View 2 : 0.694444444444
+2016-09-01 10:56:35,566 DEBUG: View 3 : 0.733333333333
+2016-09-01 10:56:35,610 DEBUG: Best view : View3
+2016-09-01 10:56:35,817 DEBUG: Start: Iteration 4
+2016-09-01 10:56:35,824 DEBUG: View 0 : 0.505555555556
+2016-09-01 10:56:35,831 DEBUG: View 1 : 0.727777777778
+2016-09-01 10:56:35,839 DEBUG: View 2 : 0.672222222222
+2016-09-01 10:56:35,846 DEBUG: View 3 : 0.738888888889
+2016-09-01 10:56:35,894 DEBUG: Best view : View3
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105640-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-105640-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..66508281
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105640-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,180 @@
+2016-09-01 10:56:40,412 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:56:40,414 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:56:40,414 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:56:40,414 INFO: Info: Shape of View0 :(300, 6)
+2016-09-01 10:56:40,415 INFO: Info: Shape of View1 :(300, 7)
+2016-09-01 10:56:40,415 INFO: Info: Shape of View2 :(300, 16)
+2016-09-01 10:56:40,416 INFO: Info: Shape of View3 :(300, 8)
+2016-09-01 10:56:40,416 INFO: Done: Read Database Files
+2016-09-01 10:56:40,416 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:56:40,419 INFO: Done: Determine validation split
+2016-09-01 10:56:40,419 INFO: Start: Determine 5 folds
+2016-09-01 10:56:40,428 INFO: Info: Length of Learning Sets: 169
+2016-09-01 10:56:40,428 INFO: Info: Length of Testing Sets: 42
+2016-09-01 10:56:40,428 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:56:40,428 INFO: Done: Determine folds
+2016-09-01 10:56:40,428 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:56:40,429 INFO: Start: Fold number 1
+2016-09-01 10:56:40,633 DEBUG: Start: Iteration 1
+2016-09-01 10:56:40,640 DEBUG: View 0 : 0.513966480447
+2016-09-01 10:56:40,647 DEBUG: View 1 : 0.474860335196
+2016-09-01 10:56:40,654 DEBUG: View 2 : 0.508379888268
+2016-09-01 10:56:40,661 DEBUG: View 3 : 0.502793296089
+2016-09-01 10:56:40,697 DEBUG: Best view : View3
+2016-09-01 10:56:40,776 DEBUG: Start: Iteration 2
+2016-09-01 10:56:40,783 DEBUG: View 0 : 0.653631284916
+2016-09-01 10:56:40,790 DEBUG: View 1 : 0.720670391061
+2016-09-01 10:56:40,797 DEBUG: View 2 : 0.675977653631
+2016-09-01 10:56:40,804 DEBUG: View 3 : 0.581005586592
+2016-09-01 10:56:40,845 DEBUG: Best view : View1
+2016-09-01 10:56:40,992 DEBUG: Start: Iteration 3
+2016-09-01 10:56:40,999 DEBUG: View 0 : 0.653631284916
+2016-09-01 10:56:41,006 DEBUG: View 1 : 0.720670391061
+2016-09-01 10:56:41,015 DEBUG: View 2 : 0.675977653631
+2016-09-01 10:56:41,022 DEBUG: View 3 : 0.581005586592
+2016-09-01 10:56:41,067 DEBUG: Best view : View1
+2016-09-01 10:56:41,277 DEBUG: Start: Iteration 4
+2016-09-01 10:56:41,284 DEBUG: View 0 : 0.648044692737
+2016-09-01 10:56:41,291 DEBUG: View 1 : 0.703910614525
+2016-09-01 10:56:41,298 DEBUG: View 2 : 0.664804469274
+2016-09-01 10:56:41,305 DEBUG: View 3 : 0.597765363128
+2016-09-01 10:56:41,352 DEBUG: Best view : View1
+2016-09-01 10:56:41,626 DEBUG: Start: Iteration 5
+2016-09-01 10:56:41,633 DEBUG: View 0 : 0.648044692737
+2016-09-01 10:56:41,640 DEBUG: View 1 : 0.703910614525
+2016-09-01 10:56:41,647 DEBUG: View 2 : 0.664804469274
+2016-09-01 10:56:41,654 DEBUG: View 3 : 0.597765363128
+2016-09-01 10:56:41,703 DEBUG: Best view : View1
+2016-09-01 10:56:42,038 INFO: Start: Classification
+2016-09-01 10:56:42,594 INFO: Done: Fold number 1
+2016-09-01 10:56:42,594 INFO: Start: Fold number 2
+2016-09-01 10:56:42,797 DEBUG: Start: Iteration 1
+2016-09-01 10:56:42,803 DEBUG: View 0 : 0.544444444444
+2016-09-01 10:56:42,810 DEBUG: View 1 : 0.488888888889
+2016-09-01 10:56:42,817 DEBUG: View 2 : 0.5
+2016-09-01 10:56:42,824 DEBUG: View 3 : 0.522222222222
+2016-09-01 10:56:42,859 DEBUG: Best view : View2
+2016-09-01 10:56:42,937 DEBUG: Start: Iteration 2
+2016-09-01 10:56:42,944 DEBUG: View 0 : 0.683333333333
+2016-09-01 10:56:42,951 DEBUG: View 1 : 0.7
+2016-09-01 10:56:42,958 DEBUG: View 2 : 0.683333333333
+2016-09-01 10:56:42,965 DEBUG: View 3 : 0.722222222222
+2016-09-01 10:56:43,006 DEBUG: Best view : View3
+2016-09-01 10:56:43,151 DEBUG: Start: Iteration 3
+2016-09-01 10:56:43,158 DEBUG: View 0 : 0.683333333333
+2016-09-01 10:56:43,165 DEBUG: View 1 : 0.7
+2016-09-01 10:56:43,173 DEBUG: View 2 : 0.683333333333
+2016-09-01 10:56:43,180 DEBUG: View 3 : 0.722222222222
+2016-09-01 10:56:43,224 DEBUG: Best view : View3
+2016-09-01 10:56:43,438 DEBUG: Start: Iteration 4
+2016-09-01 10:56:43,445 DEBUG: View 0 : 0.677777777778
+2016-09-01 10:56:43,452 DEBUG: View 1 : 0.683333333333
+2016-09-01 10:56:43,459 DEBUG: View 2 : 0.683333333333
+2016-09-01 10:56:43,466 DEBUG: View 3 : 0.6
+2016-09-01 10:56:43,513 DEBUG: Best view : View0
+2016-09-01 10:56:43,786 DEBUG: Start: Iteration 5
+2016-09-01 10:56:43,793 DEBUG: View 0 : 0.677777777778
+2016-09-01 10:56:43,800 DEBUG: View 1 : 0.683333333333
+2016-09-01 10:56:43,807 DEBUG: View 2 : 0.683333333333
+2016-09-01 10:56:43,814 DEBUG: View 3 : 0.6
+2016-09-01 10:56:43,863 DEBUG: Best view : View0
+2016-09-01 10:56:44,198 INFO: Start: Classification
+2016-09-01 10:56:44,755 INFO: Done: Fold number 2
+2016-09-01 10:56:44,755 INFO: Start: Fold number 3
+2016-09-01 10:56:44,959 DEBUG: Start: Iteration 1
+2016-09-01 10:56:44,965 DEBUG: View 0 : 0.56043956044
+2016-09-01 10:56:44,972 DEBUG: View 1 : 0.516483516484
+2016-09-01 10:56:44,979 DEBUG: View 2 : 0.516483516484
+2016-09-01 10:56:44,986 DEBUG: View 3 : 0.489010989011
+2016-09-01 10:56:45,021 DEBUG: Best view : View0
+2016-09-01 10:56:45,098 DEBUG: Start: Iteration 2
+2016-09-01 10:56:45,105 DEBUG: View 0 : 0.703296703297
+2016-09-01 10:56:45,112 DEBUG: View 1 : 0.648351648352
+2016-09-01 10:56:45,119 DEBUG: View 2 : 0.664835164835
+2016-09-01 10:56:45,126 DEBUG: View 3 : 0.56043956044
+2016-09-01 10:56:45,168 DEBUG: Best view : View0
+2016-09-01 10:56:45,311 DEBUG: Start: Iteration 3
+2016-09-01 10:56:45,318 DEBUG: View 0 : 0.703296703297
+2016-09-01 10:56:45,325 DEBUG: View 1 : 0.648351648352
+2016-09-01 10:56:45,332 DEBUG: View 2 : 0.637362637363
+2016-09-01 10:56:45,339 DEBUG: View 3 : 0.56043956044
+2016-09-01 10:56:45,384 DEBUG: Best view : View1
+2016-09-01 10:56:45,594 DEBUG: Start: Iteration 4
+2016-09-01 10:56:45,601 DEBUG: View 0 : 0.626373626374
+2016-09-01 10:56:45,608 DEBUG: View 1 : 0.708791208791
+2016-09-01 10:56:45,615 DEBUG: View 2 : 0.615384615385
+2016-09-01 10:56:45,622 DEBUG: View 3 : 0.71978021978
+2016-09-01 10:56:45,669 DEBUG: Best view : View1
+2016-09-01 10:56:45,944 DEBUG: Start: Iteration 5
+2016-09-01 10:56:45,951 DEBUG: View 0 : 0.626373626374
+2016-09-01 10:56:45,958 DEBUG: View 1 : 0.681318681319
+2016-09-01 10:56:45,966 DEBUG: View 2 : 0.620879120879
+2016-09-01 10:56:45,972 DEBUG: View 3 : 0.714285714286
+2016-09-01 10:56:46,022 DEBUG: Best view : View3
+2016-09-01 10:56:46,361 INFO: Start: Classification
+2016-09-01 10:56:46,923 INFO: Done: Fold number 3
+2016-09-01 10:56:46,923 INFO: Start: Fold number 4
+2016-09-01 10:56:47,120 DEBUG: Start: Iteration 1
+2016-09-01 10:56:47,127 DEBUG: View 0 : 0.460674157303
+2016-09-01 10:56:47,133 DEBUG: View 1 : 0.505617977528
+2016-09-01 10:56:47,140 DEBUG: View 2 : 0.505617977528
+2016-09-01 10:56:47,147 DEBUG: View 3 : 0.483146067416
+2016-09-01 10:56:47,181 DEBUG: Best view : View3
+2016-09-01 10:56:47,256 DEBUG: Start: Iteration 2
+2016-09-01 10:56:47,263 DEBUG: View 0 : 0.702247191011
+2016-09-01 10:56:47,270 DEBUG: View 1 : 0.691011235955
+2016-09-01 10:56:47,277 DEBUG: View 2 : 0.674157303371
+2016-09-01 10:56:47,284 DEBUG: View 3 : 0.685393258427
+2016-09-01 10:56:47,323 DEBUG: Best view : View0
+2016-09-01 10:56:47,463 DEBUG: Start: Iteration 3
+2016-09-01 10:56:47,470 DEBUG: View 0 : 0.702247191011
+2016-09-01 10:56:47,477 DEBUG: View 1 : 0.691011235955
+2016-09-01 10:56:47,484 DEBUG: View 2 : 0.674157303371
+2016-09-01 10:56:47,491 DEBUG: View 3 : 0.685393258427
+2016-09-01 10:56:47,535 DEBUG: Best view : View0
+2016-09-01 10:56:47,741 DEBUG: Start: Iteration 4
+2016-09-01 10:56:47,747 DEBUG: View 0 : 0.634831460674
+2016-09-01 10:56:47,754 DEBUG: View 1 : 0.629213483146
+2016-09-01 10:56:47,761 DEBUG: View 2 : 0.696629213483
+2016-09-01 10:56:47,768 DEBUG: View 3 : 0.595505617978
+2016-09-01 10:56:47,814 DEBUG: Best view : View2
+2016-09-01 10:56:48,084 DEBUG: Start: Iteration 5
+2016-09-01 10:56:48,091 DEBUG: View 0 : 0.634831460674
+2016-09-01 10:56:48,098 DEBUG: View 1 : 0.629213483146
+2016-09-01 10:56:48,105 DEBUG: View 2 : 0.696629213483
+2016-09-01 10:56:48,112 DEBUG: View 3 : 0.595505617978
+2016-09-01 10:56:48,161 DEBUG: Best view : View2
+2016-09-01 10:56:48,492 INFO: Start: Classification
+2016-09-01 10:56:49,044 INFO: Done: Fold number 4
+2016-09-01 10:56:49,044 INFO: Start: Fold number 5
+2016-09-01 10:56:49,248 DEBUG: Start: Iteration 1
+2016-09-01 10:56:49,255 DEBUG: View 0 : 0.48087431694
+2016-09-01 10:56:49,262 DEBUG: View 1 : 0.464480874317
+2016-09-01 10:56:49,269 DEBUG: View 2 : 0.44262295082
+2016-09-01 10:56:49,275 DEBUG: View 3 : 0.469945355191
+2016-09-01 10:56:49,275 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:56:49,310 DEBUG: Best view : View1
+2016-09-01 10:56:49,388 DEBUG: Start: Iteration 2
+2016-09-01 10:56:49,394 DEBUG: View 0 : 0.704918032787
+2016-09-01 10:56:49,402 DEBUG: View 1 : 0.661202185792
+2016-09-01 10:56:49,409 DEBUG: View 2 : 0.606557377049
+2016-09-01 10:56:49,416 DEBUG: View 3 : 0.699453551913
+2016-09-01 10:56:49,458 DEBUG: Best view : View0
+2016-09-01 10:56:49,603 DEBUG: Start: Iteration 3
+2016-09-01 10:56:49,609 DEBUG: View 0 : 0.704918032787
+2016-09-01 10:56:49,616 DEBUG: View 1 : 0.661202185792
+2016-09-01 10:56:49,624 DEBUG: View 2 : 0.606557377049
+2016-09-01 10:56:49,631 DEBUG: View 3 : 0.699453551913
+2016-09-01 10:56:49,675 DEBUG: Best view : View0
+2016-09-01 10:56:49,886 DEBUG: Start: Iteration 4
+2016-09-01 10:56:49,892 DEBUG: View 0 : 0.644808743169
+2016-09-01 10:56:49,900 DEBUG: View 1 : 0.590163934426
+2016-09-01 10:56:49,907 DEBUG: View 2 : 0.672131147541
+2016-09-01 10:56:49,914 DEBUG: View 3 : 0.590163934426
+2016-09-01 10:56:49,962 DEBUG: Best view : View2
+2016-09-01 10:56:50,237 DEBUG: Start: Iteration 5
+2016-09-01 10:56:50,244 DEBUG: View 0 : 0.644808743169
+2016-09-01 10:56:50,251 DEBUG: View 1 : 0.590163934426
+2016-09-01 10:56:50,259 DEBUG: View 2 : 0.672131147541
+2016-09-01 10:56:50,265 DEBUG: View 3 : 0.590163934426
+2016-09-01 10:56:50,315 DEBUG: Best view : View2
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105655-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-105655-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..3e25d3ff
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105655-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,536 @@
+2016-09-01 10:56:55,092 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 10:56:55,094 INFO: ### Main Programm for Multiview Classification
+2016-09-01 10:56:55,094 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 10:56:55,094 INFO: Info: Shape of View0 :(300, 14)
+2016-09-01 10:56:55,095 INFO: Info: Shape of View1 :(300, 8)
+2016-09-01 10:56:55,095 INFO: Info: Shape of View2 :(300, 12)
+2016-09-01 10:56:55,096 INFO: Info: Shape of View3 :(300, 16)
+2016-09-01 10:56:55,096 INFO: Done: Read Database Files
+2016-09-01 10:56:55,096 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 10:56:55,099 INFO: Done: Determine validation split
+2016-09-01 10:56:55,100 INFO: Start: Determine 5 folds
+2016-09-01 10:56:55,106 INFO: Info: Length of Learning Sets: 170
+2016-09-01 10:56:55,106 INFO: Info: Length of Testing Sets: 41
+2016-09-01 10:56:55,106 INFO: Info: Length of Validation Set: 89
+2016-09-01 10:56:55,106 INFO: Done: Determine folds
+2016-09-01 10:56:55,106 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 10:56:55,106 INFO: Start: Fold number 1
+2016-09-01 10:56:55,320 DEBUG: Start: Iteration 1
+2016-09-01 10:56:55,327 DEBUG: View 0 : 0.483870967742
+2016-09-01 10:56:55,335 DEBUG: View 1 : 0.537634408602
+2016-09-01 10:56:55,342 DEBUG: View 2 : 0.505376344086
+2016-09-01 10:56:55,349 DEBUG: View 3 : 0.516129032258
+2016-09-01 10:56:55,385 DEBUG: Best view : View1
+2016-09-01 10:56:55,467 DEBUG: Start: Iteration 2
+2016-09-01 10:56:55,474 DEBUG: View 0 : 0.623655913978
+2016-09-01 10:56:55,481 DEBUG: View 1 : 0.645161290323
+2016-09-01 10:56:55,488 DEBUG: View 2 : 0.666666666667
+2016-09-01 10:56:55,500 DEBUG: View 3 : 0.698924731183
+2016-09-01 10:56:55,546 DEBUG: Best view : View3
+2016-09-01 10:56:55,701 DEBUG: Start: Iteration 3
+2016-09-01 10:56:55,712 DEBUG: View 0 : 0.623655913978
+2016-09-01 10:56:55,719 DEBUG: View 1 : 0.623655913978
+2016-09-01 10:56:55,726 DEBUG: View 2 : 0.666666666667
+2016-09-01 10:56:55,734 DEBUG: View 3 : 0.698924731183
+2016-09-01 10:56:55,781 DEBUG: Best view : View3
+2016-09-01 10:56:55,999 DEBUG: Start: Iteration 4
+2016-09-01 10:56:56,006 DEBUG: View 0 : 0.677419354839
+2016-09-01 10:56:56,014 DEBUG: View 1 : 0.666666666667
+2016-09-01 10:56:56,021 DEBUG: View 2 : 0.698924731183
+2016-09-01 10:56:56,028 DEBUG: View 3 : 0.693548387097
+2016-09-01 10:56:56,077 DEBUG: Best view : View2
+2016-09-01 10:56:56,362 DEBUG: Start: Iteration 5
+2016-09-01 10:56:56,369 DEBUG: View 0 : 0.677419354839
+2016-09-01 10:56:56,377 DEBUG: View 1 : 0.666666666667
+2016-09-01 10:56:56,384 DEBUG: View 2 : 0.698924731183
+2016-09-01 10:56:56,391 DEBUG: View 3 : 0.672043010753
+2016-09-01 10:56:56,441 DEBUG: Best view : View2
+2016-09-01 10:56:56,787 DEBUG: Start: Iteration 6
+2016-09-01 10:56:56,794 DEBUG: View 0 : 0.715053763441
+2016-09-01 10:56:56,802 DEBUG: View 1 : 0.645161290323
+2016-09-01 10:56:56,809 DEBUG: View 2 : 0.698924731183
+2016-09-01 10:56:56,816 DEBUG: View 3 : 0.682795698925
+2016-09-01 10:56:56,869 DEBUG: Best view : View0
+2016-09-01 10:56:57,287 DEBUG: Start: Iteration 7
+2016-09-01 10:56:57,294 DEBUG: View 0 : 0.715053763441
+2016-09-01 10:56:57,301 DEBUG: View 1 : 0.645161290323
+2016-09-01 10:56:57,309 DEBUG: View 2 : 0.677419354839
+2016-09-01 10:56:57,316 DEBUG: View 3 : 0.688172043011
+2016-09-01 10:56:57,374 DEBUG: Best view : View0
+2016-09-01 10:56:57,869 DEBUG: Start: Iteration 8
+2016-09-01 10:56:57,877 DEBUG: View 0 : 0.688172043011
+2016-09-01 10:56:57,884 DEBUG: View 1 : 0.623655913978
+2016-09-01 10:56:57,891 DEBUG: View 2 : 0.650537634409
+2016-09-01 10:56:57,899 DEBUG: View 3 : 0.661290322581
+2016-09-01 10:56:57,959 DEBUG: Best view : View0
+2016-09-01 10:56:58,514 DEBUG: Start: Iteration 9
+2016-09-01 10:56:58,521 DEBUG: View 0 : 0.666666666667
+2016-09-01 10:56:58,529 DEBUG: View 1 : 0.623655913978
+2016-09-01 10:56:58,536 DEBUG: View 2 : 0.612903225806
+2016-09-01 10:56:58,544 DEBUG: View 3 : 0.655913978495
+2016-09-01 10:56:58,606 DEBUG: Best view : View0
+2016-09-01 10:56:59,224 DEBUG: Start: Iteration 10
+2016-09-01 10:56:59,231 DEBUG: View 0 : 0.672043010753
+2016-09-01 10:56:59,238 DEBUG: View 1 : 0.618279569892
+2016-09-01 10:56:59,245 DEBUG: View 2 : 0.666666666667
+2016-09-01 10:56:59,253 DEBUG: View 3 : 0.60752688172
+2016-09-01 10:56:59,318 DEBUG: Best view : View0
+2016-09-01 10:56:59,997 DEBUG: Start: Iteration 11
+2016-09-01 10:57:00,005 DEBUG: View 0 : 0.672043010753
+2016-09-01 10:57:00,012 DEBUG: View 1 : 0.618279569892
+2016-09-01 10:57:00,019 DEBUG: View 2 : 0.634408602151
+2016-09-01 10:57:00,027 DEBUG: View 3 : 0.666666666667
+2016-09-01 10:57:00,096 DEBUG: Best view : View3
+2016-09-01 10:57:00,842 DEBUG: Start: Iteration 12
+2016-09-01 10:57:00,849 DEBUG: View 0 : 0.634408602151
+2016-09-01 10:57:00,856 DEBUG: View 1 : 0.639784946237
+2016-09-01 10:57:00,864 DEBUG: View 2 : 0.672043010753
+2016-09-01 10:57:00,871 DEBUG: View 3 : 0.666666666667
+2016-09-01 10:57:00,941 DEBUG: Best view : View3
+2016-09-01 10:57:01,760 DEBUG: Start: Iteration 13
+2016-09-01 10:57:01,767 DEBUG: View 0 : 0.623655913978
+2016-09-01 10:57:01,774 DEBUG: View 1 : 0.639784946237
+2016-09-01 10:57:01,781 DEBUG: View 2 : 0.666666666667
+2016-09-01 10:57:01,789 DEBUG: View 3 : 0.650537634409
+2016-09-01 10:57:01,862 DEBUG: Best view : View2
+2016-09-01 10:57:02,740 INFO: Start: Classification
+2016-09-01 10:57:04,206 INFO: Done: Fold number 1
+2016-09-01 10:57:04,206 INFO: Start: Fold number 2
+2016-09-01 10:57:04,407 DEBUG: Start: Iteration 1
+2016-09-01 10:57:04,414 DEBUG: View 0 : 0.461538461538
+2016-09-01 10:57:04,421 DEBUG: View 1 : 0.489010989011
+2016-09-01 10:57:04,428 DEBUG: View 2 : 0.510989010989
+2016-09-01 10:57:04,434 DEBUG: View 3 : 0.521978021978
+2016-09-01 10:57:04,469 DEBUG: Best view : View2
+2016-09-01 10:57:04,546 DEBUG: Start: Iteration 2
+2016-09-01 10:57:04,553 DEBUG: View 0 : 0.675824175824
+2016-09-01 10:57:04,561 DEBUG: View 1 : 0.642857142857
+2016-09-01 10:57:04,568 DEBUG: View 2 : 0.736263736264
+2016-09-01 10:57:04,576 DEBUG: View 3 : 0.71978021978
+2016-09-01 10:57:04,617 DEBUG: Best view : View2
+2016-09-01 10:57:04,760 DEBUG: Start: Iteration 3
+2016-09-01 10:57:04,767 DEBUG: View 0 : 0.675824175824
+2016-09-01 10:57:04,775 DEBUG: View 1 : 0.642857142857
+2016-09-01 10:57:04,782 DEBUG: View 2 : 0.736263736264
+2016-09-01 10:57:04,789 DEBUG: View 3 : 0.71978021978
+2016-09-01 10:57:04,833 DEBUG: Best view : View2
+2016-09-01 10:57:05,042 DEBUG: Start: Iteration 4
+2016-09-01 10:57:05,049 DEBUG: View 0 : 0.659340659341
+2016-09-01 10:57:05,056 DEBUG: View 1 : 0.648351648352
+2016-09-01 10:57:05,063 DEBUG: View 2 : 0.71978021978
+2016-09-01 10:57:05,070 DEBUG: View 3 : 0.587912087912
+2016-09-01 10:57:05,117 DEBUG: Best view : View2
+2016-09-01 10:57:05,389 DEBUG: Start: Iteration 5
+2016-09-01 10:57:05,396 DEBUG: View 0 : 0.659340659341
+2016-09-01 10:57:05,404 DEBUG: View 1 : 0.648351648352
+2016-09-01 10:57:05,411 DEBUG: View 2 : 0.71978021978
+2016-09-01 10:57:05,418 DEBUG: View 3 : 0.587912087912
+2016-09-01 10:57:05,468 DEBUG: Best view : View2
+2016-09-01 10:57:05,806 DEBUG: Start: Iteration 6
+2016-09-01 10:57:05,813 DEBUG: View 0 : 0.697802197802
+2016-09-01 10:57:05,821 DEBUG: View 1 : 0.653846153846
+2016-09-01 10:57:05,828 DEBUG: View 2 : 0.67032967033
+2016-09-01 10:57:05,835 DEBUG: View 3 : 0.675824175824
+2016-09-01 10:57:05,887 DEBUG: Best view : View0
+2016-09-01 10:57:06,292 DEBUG: Start: Iteration 7
+2016-09-01 10:57:06,299 DEBUG: View 0 : 0.697802197802
+2016-09-01 10:57:06,307 DEBUG: View 1 : 0.653846153846
+2016-09-01 10:57:06,314 DEBUG: View 2 : 0.648351648352
+2016-09-01 10:57:06,321 DEBUG: View 3 : 0.681318681319
+2016-09-01 10:57:06,376 DEBUG: Best view : View0
+2016-09-01 10:57:06,846 DEBUG: Start: Iteration 8
+2016-09-01 10:57:06,853 DEBUG: View 0 : 0.703296703297
+2016-09-01 10:57:06,859 DEBUG: View 1 : 0.60989010989
+2016-09-01 10:57:06,866 DEBUG: View 2 : 0.664835164835
+2016-09-01 10:57:06,874 DEBUG: View 3 : 0.686813186813
+2016-09-01 10:57:06,932 DEBUG: Best view : View0
+2016-09-01 10:57:07,466 DEBUG: Start: Iteration 9
+2016-09-01 10:57:07,473 DEBUG: View 0 : 0.703296703297
+2016-09-01 10:57:07,480 DEBUG: View 1 : 0.576923076923
+2016-09-01 10:57:07,487 DEBUG: View 2 : 0.697802197802
+2016-09-01 10:57:07,495 DEBUG: View 3 : 0.642857142857
+2016-09-01 10:57:07,555 DEBUG: Best view : View2
+2016-09-01 10:57:08,158 DEBUG: Start: Iteration 10
+2016-09-01 10:57:08,165 DEBUG: View 0 : 0.626373626374
+2016-09-01 10:57:08,173 DEBUG: View 1 : 0.56043956044
+2016-09-01 10:57:08,180 DEBUG: View 2 : 0.703296703297
+2016-09-01 10:57:08,187 DEBUG: View 3 : 0.642857142857
+2016-09-01 10:57:08,251 DEBUG: Best view : View2
+2016-09-01 10:57:08,916 DEBUG: Start: Iteration 11
+2016-09-01 10:57:08,923 DEBUG: View 0 : 0.631868131868
+2016-09-01 10:57:08,930 DEBUG: View 1 : 0.56043956044
+2016-09-01 10:57:08,937 DEBUG: View 2 : 0.620879120879
+2016-09-01 10:57:08,945 DEBUG: View 3 : 0.642857142857
+2016-09-01 10:57:09,011 DEBUG: Best view : View2
+2016-09-01 10:57:09,741 DEBUG: Start: Iteration 12
+2016-09-01 10:57:09,748 DEBUG: View 0 : 0.631868131868
+2016-09-01 10:57:09,756 DEBUG: View 1 : 0.648351648352
+2016-09-01 10:57:09,763 DEBUG: View 2 : 0.714285714286
+2016-09-01 10:57:09,770 DEBUG: View 3 : 0.642857142857
+2016-09-01 10:57:09,840 DEBUG: Best view : View2
+2016-09-01 10:57:10,636 DEBUG: Start: Iteration 13
+2016-09-01 10:57:10,643 DEBUG: View 0 : 0.642857142857
+2016-09-01 10:57:10,651 DEBUG: View 1 : 0.648351648352
+2016-09-01 10:57:10,658 DEBUG: View 2 : 0.725274725275
+2016-09-01 10:57:10,665 DEBUG: View 3 : 0.71978021978
+2016-09-01 10:57:10,738 DEBUG: Best view : View2
+2016-09-01 10:57:11,597 DEBUG: Start: Iteration 14
+2016-09-01 10:57:11,604 DEBUG: View 0 : 0.642857142857
+2016-09-01 10:57:11,611 DEBUG: View 1 : 0.626373626374
+2016-09-01 10:57:11,618 DEBUG: View 2 : 0.714285714286
+2016-09-01 10:57:11,626 DEBUG: View 3 : 0.71978021978
+2016-09-01 10:57:11,700 DEBUG: Best view : View2
+2016-09-01 10:57:12,626 INFO: Start: Classification
+2016-09-01 10:57:14,185 INFO: Done: Fold number 2
+2016-09-01 10:57:14,185 INFO: Start: Fold number 3
+2016-09-01 10:57:14,389 DEBUG: Start: Iteration 1
+2016-09-01 10:57:14,396 DEBUG: View 0 : 0.47311827957
+2016-09-01 10:57:14,403 DEBUG: View 1 : 0.505376344086
+2016-09-01 10:57:14,410 DEBUG: View 2 : 0.430107526882
+2016-09-01 10:57:14,417 DEBUG: View 3 : 0.483870967742
+2016-09-01 10:57:14,452 DEBUG: Best view : View0
+2016-09-01 10:57:14,531 DEBUG: Start: Iteration 2
+2016-09-01 10:57:14,538 DEBUG: View 0 : 0.725806451613
+2016-09-01 10:57:14,546 DEBUG: View 1 : 0.612903225806
+2016-09-01 10:57:14,553 DEBUG: View 2 : 0.704301075269
+2016-09-01 10:57:14,560 DEBUG: View 3 : 0.720430107527
+2016-09-01 10:57:14,601 DEBUG: Best view : View0
+2016-09-01 10:57:14,748 DEBUG: Start: Iteration 3
+2016-09-01 10:57:14,755 DEBUG: View 0 : 0.725806451613
+2016-09-01 10:57:14,762 DEBUG: View 1 : 0.612903225806
+2016-09-01 10:57:14,769 DEBUG: View 2 : 0.704301075269
+2016-09-01 10:57:14,777 DEBUG: View 3 : 0.720430107527
+2016-09-01 10:57:14,822 DEBUG: Best view : View0
+2016-09-01 10:57:15,035 DEBUG: Start: Iteration 4
+2016-09-01 10:57:15,042 DEBUG: View 0 : 0.634408602151
+2016-09-01 10:57:15,049 DEBUG: View 1 : 0.602150537634
+2016-09-01 10:57:15,057 DEBUG: View 2 : 0.698924731183
+2016-09-01 10:57:15,064 DEBUG: View 3 : 0.629032258065
+2016-09-01 10:57:15,111 DEBUG: Best view : View2
+2016-09-01 10:57:15,393 DEBUG: Start: Iteration 5
+2016-09-01 10:57:15,400 DEBUG: View 0 : 0.634408602151
+2016-09-01 10:57:15,407 DEBUG: View 1 : 0.602150537634
+2016-09-01 10:57:15,415 DEBUG: View 2 : 0.698924731183
+2016-09-01 10:57:15,422 DEBUG: View 3 : 0.629032258065
+2016-09-01 10:57:15,472 DEBUG: Best view : View2
+2016-09-01 10:57:15,819 DEBUG: Start: Iteration 6
+2016-09-01 10:57:15,826 DEBUG: View 0 : 0.677419354839
+2016-09-01 10:57:15,833 DEBUG: View 1 : 0.688172043011
+2016-09-01 10:57:15,840 DEBUG: View 2 : 0.666666666667
+2016-09-01 10:57:15,848 DEBUG: View 3 : 0.677419354839
+2016-09-01 10:57:15,902 DEBUG: Best view : View0
+2016-09-01 10:57:16,314 DEBUG: Start: Iteration 7
+2016-09-01 10:57:16,321 DEBUG: View 0 : 0.677419354839
+2016-09-01 10:57:16,328 DEBUG: View 1 : 0.688172043011
+2016-09-01 10:57:16,335 DEBUG: View 2 : 0.645161290323
+2016-09-01 10:57:16,343 DEBUG: View 3 : 0.677419354839
+2016-09-01 10:57:16,399 DEBUG: Best view : View3
+2016-09-01 10:57:16,881 DEBUG: Start: Iteration 8
+2016-09-01 10:57:16,889 DEBUG: View 0 : 0.677419354839
+2016-09-01 10:57:16,896 DEBUG: View 1 : 0.693548387097
+2016-09-01 10:57:16,903 DEBUG: View 2 : 0.709677419355
+2016-09-01 10:57:16,910 DEBUG: View 3 : 0.725806451613
+2016-09-01 10:57:16,969 DEBUG: Best view : View3
+2016-09-01 10:57:17,514 DEBUG: Start: Iteration 9
+2016-09-01 10:57:17,522 DEBUG: View 0 : 0.688172043011
+2016-09-01 10:57:17,529 DEBUG: View 1 : 0.693548387097
+2016-09-01 10:57:17,536 DEBUG: View 2 : 0.709677419355
+2016-09-01 10:57:17,544 DEBUG: View 3 : 0.720430107527
+2016-09-01 10:57:17,605 DEBUG: Best view : View3
+2016-09-01 10:57:18,219 DEBUG: Start: Iteration 10
+2016-09-01 10:57:18,227 DEBUG: View 0 : 0.688172043011
+2016-09-01 10:57:18,233 DEBUG: View 1 : 0.591397849462
+2016-09-01 10:57:18,241 DEBUG: View 2 : 0.688172043011
+2016-09-01 10:57:18,249 DEBUG: View 3 : 0.672043010753
+2016-09-01 10:57:18,314 DEBUG: Best view : View2
+2016-09-01 10:57:18,994 DEBUG: Start: Iteration 11
+2016-09-01 10:57:19,001 DEBUG: View 0 : 0.682795698925
+2016-09-01 10:57:19,008 DEBUG: View 1 : 0.612903225806
+2016-09-01 10:57:19,015 DEBUG: View 2 : 0.693548387097
+2016-09-01 10:57:19,023 DEBUG: View 3 : 0.698924731183
+2016-09-01 10:57:19,090 DEBUG: Best view : View3
+2016-09-01 10:57:19,840 DEBUG: Start: Iteration 12
+2016-09-01 10:57:19,847 DEBUG: View 0 : 0.682795698925
+2016-09-01 10:57:19,855 DEBUG: View 1 : 0.612903225806
+2016-09-01 10:57:19,862 DEBUG: View 2 : 0.709677419355
+2016-09-01 10:57:19,870 DEBUG: View 3 : 0.698924731183
+2016-09-01 10:57:19,939 DEBUG: Best view : View3
+2016-09-01 10:57:20,756 DEBUG: Start: Iteration 13
+2016-09-01 10:57:20,763 DEBUG: View 0 : 0.677419354839
+2016-09-01 10:57:20,771 DEBUG: View 1 : 0.661290322581
+2016-09-01 10:57:20,777 DEBUG: View 2 : 0.704301075269
+2016-09-01 10:57:20,785 DEBUG: View 3 : 0.655913978495
+2016-09-01 10:57:20,858 DEBUG: Best view : View0
+2016-09-01 10:57:21,739 INFO: Start: Classification
+2016-09-01 10:57:23,207 INFO: Done: Fold number 3
+2016-09-01 10:57:23,208 INFO: Start: Fold number 4
+2016-09-01 10:57:23,406 DEBUG: Start: Iteration 1
+2016-09-01 10:57:23,413 DEBUG: View 0 : 0.444444444444
+2016-09-01 10:57:23,419 DEBUG: View 1 : 0.477777777778
+2016-09-01 10:57:23,426 DEBUG: View 2 : 0.433333333333
+2016-09-01 10:57:23,433 DEBUG: View 3 : 0.494444444444
+2016-09-01 10:57:23,433 WARNING: WARNING: All bad for iteration 0
+2016-09-01 10:57:23,467 DEBUG: Best view : View0
+2016-09-01 10:57:23,544 DEBUG: Start: Iteration 2
+2016-09-01 10:57:23,551 DEBUG: View 0 : 0.716666666667
+2016-09-01 10:57:23,558 DEBUG: View 1 : 0.694444444444
+2016-09-01 10:57:23,565 DEBUG: View 2 : 0.722222222222
+2016-09-01 10:57:23,572 DEBUG: View 3 : 0.733333333333
+2016-09-01 10:57:23,612 DEBUG: Best view : View3
+2016-09-01 10:57:23,755 DEBUG: Start: Iteration 3
+2016-09-01 10:57:23,762 DEBUG: View 0 : 0.716666666667
+2016-09-01 10:57:23,769 DEBUG: View 1 : 0.694444444444
+2016-09-01 10:57:23,776 DEBUG: View 2 : 0.722222222222
+2016-09-01 10:57:23,783 DEBUG: View 3 : 0.733333333333
+2016-09-01 10:57:23,827 DEBUG: Best view : View3
+2016-09-01 10:57:24,034 DEBUG: Start: Iteration 4
+2016-09-01 10:57:24,041 DEBUG: View 0 : 0.65
+2016-09-01 10:57:24,048 DEBUG: View 1 : 0.7
+2016-09-01 10:57:24,055 DEBUG: View 2 : 0.661111111111
+2016-09-01 10:57:24,062 DEBUG: View 3 : 0.677777777778
+2016-09-01 10:57:24,108 DEBUG: Best view : View3
+2016-09-01 10:57:24,383 DEBUG: Start: Iteration 5
+2016-09-01 10:57:24,390 DEBUG: View 0 : 0.65
+2016-09-01 10:57:24,397 DEBUG: View 1 : 0.7
+2016-09-01 10:57:24,404 DEBUG: View 2 : 0.661111111111
+2016-09-01 10:57:24,411 DEBUG: View 3 : 0.677777777778
+2016-09-01 10:57:24,460 DEBUG: Best view : View3
+2016-09-01 10:57:24,795 DEBUG: Start: Iteration 6
+2016-09-01 10:57:24,802 DEBUG: View 0 : 0.622222222222
+2016-09-01 10:57:24,809 DEBUG: View 1 : 0.644444444444
+2016-09-01 10:57:24,816 DEBUG: View 2 : 0.672222222222
+2016-09-01 10:57:24,823 DEBUG: View 3 : 0.711111111111
+2016-09-01 10:57:24,875 DEBUG: Best view : View3
+2016-09-01 10:57:25,274 DEBUG: Start: Iteration 7
+2016-09-01 10:57:25,281 DEBUG: View 0 : 0.622222222222
+2016-09-01 10:57:25,291 DEBUG: View 1 : 0.588888888889
+2016-09-01 10:57:25,300 DEBUG: View 2 : 0.661111111111
+2016-09-01 10:57:25,307 DEBUG: View 3 : 0.711111111111
+2016-09-01 10:57:25,362 DEBUG: Best view : View3
+2016-09-01 10:57:25,829 DEBUG: Start: Iteration 8
+2016-09-01 10:57:25,836 DEBUG: View 0 : 0.611111111111
+2016-09-01 10:57:25,843 DEBUG: View 1 : 0.644444444444
+2016-09-01 10:57:25,850 DEBUG: View 2 : 0.666666666667
+2016-09-01 10:57:25,857 DEBUG: View 3 : 0.683333333333
+2016-09-01 10:57:25,914 DEBUG: Best view : View2
+2016-09-01 10:57:26,443 DEBUG: Start: Iteration 9
+2016-09-01 10:57:26,450 DEBUG: View 0 : 0.622222222222
+2016-09-01 10:57:26,457 DEBUG: View 1 : 0.655555555556
+2016-09-01 10:57:26,464 DEBUG: View 2 : 0.672222222222
+2016-09-01 10:57:26,471 DEBUG: View 3 : 0.716666666667
+2016-09-01 10:57:26,532 DEBUG: Best view : View3
+2016-09-01 10:57:27,125 DEBUG: Start: Iteration 10
+2016-09-01 10:57:27,132 DEBUG: View 0 : 0.622222222222
+2016-09-01 10:57:27,139 DEBUG: View 1 : 0.683333333333
+2016-09-01 10:57:27,146 DEBUG: View 2 : 0.672222222222
+2016-09-01 10:57:27,153 DEBUG: View 3 : 0.683333333333
+2016-09-01 10:57:27,217 DEBUG: Best view : View1
+2016-09-01 10:57:27,887 DEBUG: Start: Iteration 11
+2016-09-01 10:57:27,894 DEBUG: View 0 : 0.611111111111
+2016-09-01 10:57:27,901 DEBUG: View 1 : 0.683333333333
+2016-09-01 10:57:27,908 DEBUG: View 2 : 0.694444444444
+2016-09-01 10:57:27,915 DEBUG: View 3 : 0.672222222222
+2016-09-01 10:57:27,981 DEBUG: Best view : View2
+2016-09-01 10:57:28,705 DEBUG: Start: Iteration 12
+2016-09-01 10:57:28,712 DEBUG: View 0 : 0.65
+2016-09-01 10:57:28,719 DEBUG: View 1 : 0.638888888889
+2016-09-01 10:57:28,726 DEBUG: View 2 : 0.694444444444
+2016-09-01 10:57:28,733 DEBUG: View 3 : 0.688888888889
+2016-09-01 10:57:28,803 DEBUG: Best view : View2
+2016-09-01 10:57:29,591 INFO: Start: Classification
+2016-09-01 10:57:30,923 INFO: Done: Fold number 4
+2016-09-01 10:57:30,924 INFO: Start: Fold number 5
+2016-09-01 10:57:31,122 DEBUG: Start: Iteration 1
+2016-09-01 10:57:31,129 DEBUG: View 0 : 0.505617977528
+2016-09-01 10:57:31,135 DEBUG: View 1 : 0.550561797753
+2016-09-01 10:57:31,142 DEBUG: View 2 : 0.460674157303
+2016-09-01 10:57:31,149 DEBUG: View 3 : 0.567415730337
+2016-09-01 10:57:31,183 DEBUG: Best view : View1
+2016-09-01 10:57:31,259 DEBUG: Start: Iteration 2
+2016-09-01 10:57:31,266 DEBUG: View 0 : 0.679775280899
+2016-09-01 10:57:31,273 DEBUG: View 1 : 0.674157303371
+2016-09-01 10:57:31,280 DEBUG: View 2 : 0.696629213483
+2016-09-01 10:57:31,287 DEBUG: View 3 : 0.719101123596
+2016-09-01 10:57:31,327 DEBUG: Best view : View3
+2016-09-01 10:57:31,468 DEBUG: Start: Iteration 3
+2016-09-01 10:57:31,475 DEBUG: View 0 : 0.679775280899
+2016-09-01 10:57:31,482 DEBUG: View 1 : 0.674157303371
+2016-09-01 10:57:31,489 DEBUG: View 2 : 0.696629213483
+2016-09-01 10:57:31,496 DEBUG: View 3 : 0.719101123596
+2016-09-01 10:57:31,539 DEBUG: Best view : View3
+2016-09-01 10:57:31,745 DEBUG: Start: Iteration 4
+2016-09-01 10:57:31,752 DEBUG: View 0 : 0.606741573034
+2016-09-01 10:57:31,759 DEBUG: View 1 : 0.595505617978
+2016-09-01 10:57:31,766 DEBUG: View 2 : 0.702247191011
+2016-09-01 10:57:31,773 DEBUG: View 3 : 0.674157303371
+2016-09-01 10:57:31,820 DEBUG: Best view : View2
+2016-09-01 10:57:32,089 DEBUG: Start: Iteration 5
+2016-09-01 10:57:32,096 DEBUG: View 0 : 0.606741573034
+2016-09-01 10:57:32,103 DEBUG: View 1 : 0.595505617978
+2016-09-01 10:57:32,110 DEBUG: View 2 : 0.702247191011
+2016-09-01 10:57:32,117 DEBUG: View 3 : 0.674157303371
+2016-09-01 10:57:32,166 DEBUG: Best view : View2
+2016-09-01 10:57:32,497 DEBUG: Start: Iteration 6
+2016-09-01 10:57:32,504 DEBUG: View 0 : 0.662921348315
+2016-09-01 10:57:32,512 DEBUG: View 1 : 0.668539325843
+2016-09-01 10:57:32,518 DEBUG: View 2 : 0.662921348315
+2016-09-01 10:57:32,526 DEBUG: View 3 : 0.696629213483
+2016-09-01 10:57:32,577 DEBUG: Best view : View3
+2016-09-01 10:57:32,972 DEBUG: Start: Iteration 7
+2016-09-01 10:57:32,979 DEBUG: View 0 : 0.662921348315
+2016-09-01 10:57:32,986 DEBUG: View 1 : 0.696629213483
+2016-09-01 10:57:32,993 DEBUG: View 2 : 0.662921348315
+2016-09-01 10:57:33,000 DEBUG: View 3 : 0.696629213483
+2016-09-01 10:57:33,054 DEBUG: Best view : View3
+2016-09-01 10:57:33,517 DEBUG: Start: Iteration 8
+2016-09-01 10:57:33,524 DEBUG: View 0 : 0.651685393258
+2016-09-01 10:57:33,531 DEBUG: View 1 : 0.668539325843
+2016-09-01 10:57:33,538 DEBUG: View 2 : 0.662921348315
+2016-09-01 10:57:33,545 DEBUG: View 3 : 0.707865168539
+2016-09-01 10:57:33,602 DEBUG: Best view : View3
+2016-09-01 10:57:34,124 DEBUG: Start: Iteration 9
+2016-09-01 10:57:34,131 DEBUG: View 0 : 0.662921348315
+2016-09-01 10:57:34,139 DEBUG: View 1 : 0.668539325843
+2016-09-01 10:57:34,145 DEBUG: View 2 : 0.679775280899
+2016-09-01 10:57:34,153 DEBUG: View 3 : 0.707865168539
+2016-09-01 10:57:34,212 DEBUG: Best view : View3
+2016-09-01 10:57:34,803 DEBUG: Start: Iteration 10
+2016-09-01 10:57:34,811 DEBUG: View 0 : 0.662921348315
+2016-09-01 10:57:34,818 DEBUG: View 1 : 0.696629213483
+2016-09-01 10:57:34,825 DEBUG: View 2 : 0.679775280899
+2016-09-01 10:57:34,833 DEBUG: View 3 : 0.713483146067
+2016-09-01 10:57:34,896 DEBUG: Best view : View3
+2016-09-01 10:57:35,551 DEBUG: Start: Iteration 11
+2016-09-01 10:57:35,559 DEBUG: View 0 : 0.662921348315
+2016-09-01 10:57:35,566 DEBUG: View 1 : 0.696629213483
+2016-09-01 10:57:35,573 DEBUG: View 2 : 0.679775280899
+2016-09-01 10:57:35,580 DEBUG: View 3 : 0.719101123596
+2016-09-01 10:57:35,651 DEBUG: Best view : View3
+2016-09-01 10:57:36,402 DEBUG: Start: Iteration 12
+2016-09-01 10:57:36,409 DEBUG: View 0 : 0.651685393258
+2016-09-01 10:57:36,416 DEBUG: View 1 : 0.668539325843
+2016-09-01 10:57:36,424 DEBUG: View 2 : 0.651685393258
+2016-09-01 10:57:36,431 DEBUG: View 3 : 0.696629213483
+2016-09-01 10:57:36,501 DEBUG: Best view : View3
+2016-09-01 10:57:37,313 INFO: Start: Classification
+2016-09-01 10:57:38,702 INFO: Done: Fold number 5
+2016-09-01 10:57:38,702 INFO: Done: Classification
+2016-09-01 10:57:38,703 INFO: Info: Time for Classification: 43[s]
+2016-09-01 10:57:38,703 INFO: Start: Result Analysis for Mumbo
+2016-09-01 10:57:46,405 INFO: Result for Multiview classification with Mumbo
+
+Average accuracy :
+ -On Train : 81.5158825307
+ -On Test : 46.8292682927
+ -On Validation : 69.2134831461Dataset info :
+ -Dataset name : Fake
+ -Labels : Methyl, MiRNA_, RNASeq, Clinic
+ -Views : View0 of shape (300, 14), View1 of shape (300, 8), View2 of shape (300, 12), View3 of shape (300, 16)
+ -5 folds
+ - Validation set length : 89 for learning rate : 0.7 on a total number of examples of 300
+
+
+
+Mumbo configuration :
+ -Used 1 core(s)
+ -Iterations : min 1, max 100, threshold 0.002
+ -Weak Classifiers : DecisionTree with depth 3, sub-sampled at 1.0 on View0
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View1
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View2
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View3
+
+
+
+Computation time on 1 cores :
+ Database extraction time : 0:00:00
+ Learn Prediction
+ Fold 1 0:00:07 0:00:01
+ Fold 2 0:00:17 0:00:01
+ Fold 3 0:00:26 0:00:01
+ Fold 4 0:00:34 0:00:01
+ Fold 5 0:00:42 0:00:01
+ Total 0:02:08 0:00:07
+ So a total classification time of 0:00:43.
+
+
+
+Mean average accuracies and stats for each fold :
+ - Fold 0, used 14
+ - On View0 :
+ - Mean average Accuracy : 0.0847311827957
+ - Percentage of time chosen : 0.92
+ - On View1 :
+ - Mean average Accuracy : 0.081935483871
+ - Percentage of time chosen : 0.01
+ - On View2 :
+ - Mean average Accuracy : 0.0851612903226
+ - Percentage of time chosen : 0.03
+ - On View3 :
+ - Mean average Accuracy : 0.0855913978495
+ - Percentage of time chosen : 0.04
+ - Fold 1, used 15
+ - On View0 :
+ - Mean average Accuracy : 0.0910989010989
+ - Percentage of time chosen : 0.89
+ - On View1 :
+ - Mean average Accuracy : 0.0860989010989
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0958241758242
+ - Percentage of time chosen : 0.11
+ - On View3 :
+ - Mean average Accuracy : 0.0919230769231
+ - Percentage of time chosen : 0.0
+ - Fold 2, used 14
+ - On View0 :
+ - Mean average Accuracy : 0.0864516129032
+ - Percentage of time chosen : 0.92
+ - On View1 :
+ - Mean average Accuracy : 0.0817741935484
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0876344086022
+ - Percentage of time chosen : 0.03
+ - On View3 :
+ - Mean average Accuracy : 0.0870967741935
+ - Percentage of time chosen : 0.05
+ - Fold 3, used 13
+ - On View0 :
+ - Mean average Accuracy : 0.0753888888889
+ - Percentage of time chosen : 0.89
+ - On View1 :
+ - Mean average Accuracy : 0.0780555555556
+ - Percentage of time chosen : 0.01
+ - On View2 :
+ - Mean average Accuracy : 0.0793333333333
+ - Percentage of time chosen : 0.03
+ - On View3 :
+ - Mean average Accuracy : 0.0818333333333
+ - Percentage of time chosen : 0.07
+ - Fold 4, used 13
+ - On View0 :
+ - Mean average Accuracy : 0.0769662921348
+ - Percentage of time chosen : 0.88
+ - On View1 :
+ - Mean average Accuracy : 0.0785393258427
+ - Percentage of time chosen : 0.01
+ - On View2 :
+ - Mean average Accuracy : 0.0793820224719
+ - Percentage of time chosen : 0.02
+ - On View3 :
+ - Mean average Accuracy : 0.0829213483146
+ - Percentage of time chosen : 0.09
+
+ For each iteration :
+ - Iteration 13
+ Fold 4
+ Accuracy on train : 48.3333333333
+ Accuracy on test : 0.0
+ Accuracy on validation : 48.3146067416
+ Selected View : View0
+ Fold 5
+ Accuracy on train : 48.3146067416
+ Accuracy on test : 0.0
+ Accuracy on validation : 48.3146067416
+ Selected View : View0
+2016-09-01 10:57:46,644 INFO: Done: Result Analysis
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105746Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png b/Code/MonoMutliViewClassifiers/Results/20160901-105746Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png
new file mode 100644
index 0000000000000000000000000000000000000000..ed9cda4df6dda12ffd71c43385d682844c0f4ada
GIT binary patch
literal 59835
zcmeAS@N?(olHy`uVBq!ia0y~yU{+vYV2a>iV_;yIRn}C%z`(##?Bp53!NI{%!;#X#
zz`(#+;1OBOz`&mf!i+2ImuE6CC@^@sIEGZrd2_ci=IqV?>>sZ0J=zm{!XUUa=*nI1
zYLD$lg%Vp%SRFEuHcpdJ<mr`sEn%W8xQQ?IO;?TYjEut_Q@RwZw_N)6@9)L+pWj|v
zo0t0N<J`}G+`oUeoL_wI`JD65cReq*doIH$C}`357=ol4Klr9MKsh_=`R_42gh*Jd
zyZC{P<9MMA81=T9J3z(zvQ73d9)gO;EPlu<05^*_zo7u4Ugmm61#=6`ShvH{3Q+Om
zrc$F;NPz<CPV}J*7X;>7l{$HPa^5a`c1Dt;)#=PE)794=pPy&jEv)Xh;k=}z<b{hD
zR~FlC%e~#U(7FBEPmB8c`jR&{1jWR}3`|X1w{A7Pwl=!`(xppQ$3yjujfHD}eOYPf
zlar(4)-M<P-XtkGS#kR5g#j8DmU@eC$-OPc)yl-x%A_5>ZcX`~^@rPdr8ktljbd=9
zsj>O?_V)2_Q>RRE&=66wx8Hy6V_SRs;iE^FI#y<T)Gb=PIC5t9(WEmo44ID}J<5Bk
zf7zF>Ukm^K`s(JndS6phlR?sv4lDWa`&F@ft4!zFR0h5MH`6#B<U^;08?J4#E_oqP
z_3aI(u&{7NW#!e^zpflPJzam{;>FERo}^5DJ9FmDjGLQO=h;@b{rvoVb<ASkr|;kM
zCnqPDyuT;QEv{FS`?2WGe!={Pf;-Vp3IYcX9AIeYlTEt4E$3!a+}^6plA4eZkv@6*
zIMs8%o-MUI)+gJ2<3_}tJ(a@M-`*UYXIuT@sCfJpZ9Rq;cXk?|n`axHEWypq{pQxz
z)%P+ZA|e#*?Bogy3nTVa82<YDx_!qEiz7#mCVqQ!Q!BA^#l4qTjvtq=?>TSxo5vy2
zIrII!y;{FtNBi^IZd>>>P(x%#%}=98j~*3#eHHrW@Avy0JUlr8b^orLJlnfF>#CMb
z)t42w{w{XwJ=DrAzF_(C@MIfHOUoHXsa$;Wc0Es?q-@E*FXug7Z*6g%$;WrQ-ygbt
zTl(O^gIc$potz8`9yn~tzRm}d4tMsOdwIG4;|B+uf4pA5zu@gH(?9=yzqcrTbtSuV
z_TzuOpzL-}Nm$*_B_Ke6LBZNuT3kP_W%usgUNfd@haWn2jBVPqX%Yqr4Dask?LKnE
zCFj-_&V>sX255-9v9DD+w8*tPAu|&cKi3>0cNVEG^P79>QO(CktR<zTAOHOPe7#Js
zt*!0Grc`dTygMCp=EyJ{I5}DU;fog?aeJ!{9y`Vs7#OHiQ&3>=q{uSGNOH}ZH3iSl
z$xe-%GhIJE>B@>gflikRr=PBgIXBOiduPnKM>qG?S}zIGOfizQv9Xyjb0+74HR;EX
z9%a3E@7@Ftl?|IVIaO6vt$qIR`Ez!Cef=FfcRH#FJ^c9ixQCzLu?9xwgxp--nLf)t
zJ+@R+WBdE-YxC5pqB^>|g%1uiY85_v@??Q?JKvgekA(pVhgvup8n$dPnK5hDrY+CU
z%xpe$#z!Y|6U)Sj69Y6vemt4%&oJfc`(354K}ISoE4Q??tgvlgv`EQkwi&OQn%ah~
zTi0G%!Oh8;czw#`$->pAWJN?+#KpxcDk=`#xg+!U*Vn`M>;K<<@W&+k8c$SI6vL@k
zTNf-?5NAK<@87?PX=%r**1WsFfBiOfH+OgT@9*!Y&)=SV``Eiq)9h<2dUtQxB4V6&
zreWt!%O^#aYu2m@2nuRCbjWGP?%jt^o#GPeWO;n7_wecI`iu+{Cr+Gj`soa_T&dk`
z>tlDfeSCb}S!v>dd-vq{<?YsN%(=QU#=idVSMi2hueUCeulvDx?b@{s8#Xlb_VVh*
z@8e;J*ioP;XIs_6Z~sSttF`H9?8N3~W~=gdG1<(2PE1r@^R96dTS+NDyPRE3$3o|J
zC#|VYT2qrwPt(nrzi*$Nm~Iq{wY9Z`q@<#Pf<vy%WHnzW504J7eND~HA1}JgGcwfF
z)NDvR%*K$KYMOpd=EjX14hsVg+`cV+^X5&{d)?df@27o#bZ>99Vcs2!J)h56S3I9v
zZczB>2%GJX2RrI*A6dLxdtqyKxR;NQ%0v&BnKNf@$-JyK%RFCBH)>1Az8{acm6W)6
zd6#MiFAK=b)D#rVy}xfR8=s7a%Mzi!4h>t|xhzbKvNjbHIy(B~?fsT5Tjt{O<<HOJ
zs`q=pzc|`0?&7kg>TA}o7mNElIx=2gTWeDCB4BIfoh_Ndx-mNf-tIf~a(edVWxTPw
zN;>oI@AKWZZQGQ|lbu~$G&MD^>?}^#($QIBoPI7~d*0m_4-dDyxP$}*IIyy^PMJ5)
z&&tZm#iiuK1IMEB^7M~ssi}g3fgvFxC!ZE6DebEIs#W^xN~e*rac9Si-S77;{`dFy
z=FeHTx9O&)qzDLJG{0Zte0iB~@X6J?is#$c+r51K`toFT|Bj9oD^_&q=;*w-wl><u
zWy<vF?$4e*6OotqKR?e_xz)+BU(QxZX_0%s+{AtR?5x*!y?Oig<)K#YFHcSiPdfc{
zO&$|7bLO!gNu9Ur_x<YX=rGH_=cDY_lW<&ITzs;F!h-pAzdAcQ*2V62TN}MSEZEp3
z`}#Unb8~YoP0fXe4mrKLyW4!{jvWGm7jJG(KY93Yb5~baN5_jZGmTZIdPUAUJKH?{
z`L3LsMp6a|4$YsPU8c;M<rTDYO4PO-&*Wo0i7&HXeSCcU%D&p_s;{p^1*gUux3;#1
z#KibGEu8S_)2E0CSy|a#<?rPL1z)~=dGX1~$&oTuRaGLw!ojNlyr=6;jL=D&fBL=X
zqW^K#E-w4_?b}lH)JsXJtD|GVGT+&krfP?GbY#4{vvbMn)!v$#nl3ITrLRIjNkuR-
zZky@V^RrB|SFOE%>eTvprA7Atel)u%3I1NQe7XDe_3`1=F|JirRbQ^h*N5)@|NH&^
z<ui@bH=VzE^X8Q;nZa8V+xg}FxW#l7loqk`%UxiXuW{J8aih-M$jxbjfj4ch>?+MJ
z^AA;<eDcMKiOMc6CGYN7zPhxO`?h)6n}}aOpU>~?$oTl^=$4wFMceWp9%}va^Z9(?
ziD}=H{{Q=%`TyVFH$R-)`6h1OT)Z{)U}4PJE%!^9J09;a`tslZV@*wsfQ(GfhYtmB
z?(7t{E_;)Zc<9iff}fvKHAJ`=QvEZttBUTdi8QXLs$ycu$;~bN{VkWlVYXTBhllO*
zpj`Un&*$?S3m?1n-kZAaMt0Ek&sKGREP{fAFYYeS-{u<~EnWWZ&cTa|-5)-F+}tN?
z&7@JicahP`kgg?5RL;z?6y96?9aOBYYU%9ia{B-8@5PnD>I|v=3Db2V4_(^4b!%&5
zBjfMtzrVgp%{{!pvH8Nj+G+-epdg`1lO{cQ`t;}{T@8%`UteD@{QfTX&c0gdyu7@e
z`2iY7&dxT!xpQi9S=q6b!OKAv!k72=<vBSyJ-ob}TwGk{9@|n;UCqpJ=ImKUhJHEQ
zRg=O}QdExh%kwV`;8+;Y(J8F1WMU%XaC1jvOAAXxWaLI0``TYqdQTP<6f|tyXvlEj
z`t|MC!m~_H@-vjYzQ)VR$$8@R>E`X*%?}+uY*_Q7p!a;VyE}VZTib_^9~*;K9y!p+
z{PExK_p5srYPnCHcgKI8jU>Z`h0g31RaHtxMw?Ep?mKqun1+VNfhQ*?U)-J_&m&_Y
z;BeD+d(u%Z8S640RaMm!=gzq~Ix<?HyK+S&X`=)~LS|+sD3N{Th=`0_xkqiK=gn&&
z_RIa}uiF-<-QC&g=-|LG&$gN^H#b*BRdwNx9TK;0-O4)sV!oK5U}Nd)Ym5x{s^8m!
z>{n81s@>izY0Sp3VD;*5z1Up}y1Kl(cI^s%G}9zg2-MPHWM)&au$b{RE<{XBtgWeu
z>CMf}><*Fr9+fxuudAN;*y8L*Hjd+aQ)_B!76fQqSnSUK?eJ0=!NhlWcD@m9z6C0F
z-{kA+>Q0qUpI`HdlZ{`lN6xltLGtmw2_7ozpR;J~sQj!Jx38vC&bCTHO^r=YPfv??
z)vgz}wra17-`@vneq31@Ji|DhPe@q!wTS!Cw%%#erX6FRAH6N-<Uci~7q4C^>FKTW
z+Tq;J=cqMx)t;y@*`-09KR-Wz{C@xcV=pc)zPQkteU43~(Ep$3>pz^<-=8r>ztLeq
zk)PATfW^hDZe*w``OGrm>=x5q^>xRsx+T}t?RBHJG)$i^?&R$J`U=CvOP8E{e0a{y
zx9>MjKX>5PEvet%-ZpRDYRa%8=Jooxy{k;`tNYJ8ay`DDx6z>?aIstBxjB|Q>i$|S
zTC}L(*O$zi&u7go>i^j+TC_+&R<`%Wiwu+edoruT*B@);7LSOTy57)t{mxgXw&{Hh
zzI(VMe0^Nvkq*I*zP`2)E!VIxF{_dn4TlanU1O+}<>BEecz4J0o29NUuYApiMz_kf
ze<CjzNn4lcJUc(X|I3$>H~06;hp&qXl<w;Q)r()=-rj!7&i9=wGc$8aO3H@hOP4R-
zJj~Pg_*Gv&<HH@>eV(72D<~ka;M?AGe}8{a<18{VlA+<zqa+m-6$XZ=?RmZ8`f)2-
z*8f?&>`{7fa4;yn@7uTUjqJa+RTA}8RaSPtUMSc6`FI@EkiK*0j)0(G<LdDBn+&Gw
z#WFEeR8%A!?~|?g@PM&llU(bk@2^fj-c$Zwu3^)?4*B{&f(!-U-^EV-GI!3Lf<HeB
z#m+DDo&Dg=n>!B}uZzx{Idfs;<}@wdl~bmOq@<@GK6sGv<jIp-yc2%>sMu=Uc=Oh+
zN4K_ScXV|%?cHlTXYSmMX=kM*BqSE(-rg2^C_8BX)j+MOH}=(9dwF?%cy(1f=kBhl
zZ>5b=IGmiEB7O=9CM74|{P*HT#*$^rm>A6R@AcIE{bg!luc@i|hW+X4@bv;>V#lNo
zEM2<v#m&v?a`tsG$ugFfmK9%K2+GLFJb3<`U0PaNMMcFyLEylN6CCybeyTTYD*vu+
z?r`e-|C5u|Ir#b8H*YqMiH*IP!czR~%)!UU`zKDH&Mq!4t`omc=GU)Z9$sEa_V;F+
z=l8vN^Cs)~&WuI7HmzN;?AOYbaoVTOpLh54<dk-ayZ1R@o$qY3&{v!6*mxuwX3UUS
zvSbMZ1E@6|xY%ta@9Ge(kFVG7XVQ4B%FWHa`Z`aXm6a8!y}f78o`l@oUcJ~|D|ny3
zeAyYgI&9<nsek^|m|gRnTwQpiLy&`$Gx5If!Gi~{&XYb~xb-owKwq_Y$e)Qeb$=?p
zsccuu&(HUnVZi9;=QrW>(+Q`aS`<IyVMus!VPQvqf4F2z-0k3Fn!(E!ELr06Sp9rs
zW232ECoeB=YilcO)t48I6P4W$oj%RII&3Wy1E~FGVj>c}+^;o8uYKoE%h^fSE?yMm
z7T0T;JzF}(Nb=XWx2NkGrak}p>gwtZ+qb7*-rgr|&ZjidL$$WJxcJY9!~8n)UcAWo
zru@A0;<anX9v*Jrn0{XFM2b;|i_(u@zZNZ6!0`6g*25t2ijPTUeV?D755LWD@!GYv
zwQF^EmA-CM^PT0OH1WaH)6)aAre<9(Ei81*%hP*OWSMPnEo}eOWxli7n3<Wsytye{
z`}-Tn3%9Q?_m|g+-p13+&fgZJ*Y2Tm=-=PpH|wgatIy0b<yM-=0m|~ndZnf3%<t&n
zDEk`~73CBkFaP=3S!M>CiVqCu=i7(h=2)$vt=-L=G|fXrfUEVx$B&EwW^3Pkd3iZ8
zGqY3LJa2*TY%{IOtn2G!b#!$T)6?7a_x}-^Hf>tyqw^<DGz6_|@lk7bQEGHr*syxF
zwwlk3266qk182_g$jQlV^%IVr{OZ)UMYCQlUsko&!`;2z*X`o!aQ&%rwhTYMT=q9i
zJk*lKzR-WB5$msCzbbxwP@LkWTJ`PC$!}-p+t24!$iKVGwC?9qaULlX4mCBkia$RL
zS6@GMZGC+Ij~^8tOM`ao*s-CS?ZO``E%VAxDMyYS3wtTKuHw#~%Fj1g#Di9fl$Dk3
zD0?f#aQ2;RdU`sKtd)q;L=L5i9CC7U1*N5H4dZ2whx$A8{(Yo=yfDAl-|i>NT&vPU
z+wa%?Ubgwr-qxn3rh-RDI<+pp{WrPn{k>l6@^=a6=2-Sldp7%n+No)eE#BoGJl;@n
zXMaFini{Bk{O#@S)jDw}3iGAv*S0>kcvmm~o)Kx#$Pmv^&)&qgwzd~nR!%;(i#7e+
zoW=l+BWofzGcfG`|Ia$@{5;+TIc0LWxw#r5TqjbDPCPA=v8|dSyF2%`8Aq$rn>#xv
z=UNv%;g~aLPRJ!+Z|~-5)5P}uez*I2m7VBk^@$z{X=!aMgO_j0ba|b9YKo>s^|zef
zL^fWjmgwzySFL*+nc1Bd1~}+Vch(RA^=|a0n`bOreEs43{r}rGZ#Hh&lo|2&@88gC
zt{*;rJlMu7{YrFuUmxGQ`}^bH?=dy8_gXsXY{%8@`S-J~7gpT;^XJdKUybinRaFJJ
zT2Gumzy9;auPd(`r=NRpWo7WycmMx>zYj`T<@am1U)xmu<AdUzJ9iS2l9*P8biH`-
z!s_W#y=8uLyLJ{o54&lXaY12C{C+t@L&Kc5E!PuoY)Gv5|M&arSaX@<;QG9fsgZ$=
zjm@Iug~07?si(!JPMv9MW3!>?sn@rirLV7bbay*DIWbMsi|x9&*nRbygP@@vornz%
zPu&xruGHC{bCW4OJ)MP}egC&&t@HP%YKIp*JtbQ5>I!FBS=ot`Cs&rw+5hiX_FCS?
z!|nWwtG~bd>i77>L}ie%H8nOYOpO12Jmx=g{P^nJA1k5@f6rgEe0lqc6CTsn?cZ<D
z#myb>eTO$zdFjHRmIV(O9zA|6C@<eX(>Oip(h^VJQ|JHB`gP5}w$Hlumx<pzo5;8S
z<ZP=FUSC`L=Aeh~vokZB?P`B1SXxT%|MQ7^&)&UP{oMar`OLGCv@UxS@RM&({eL^q
zc!9jUd_-hq;_q*7*X!<;G)~*_o}=&at9Ek-i+8#Pg^yfVSXmhvHf`Qq`0<hJj@`RA
z|Gm8}_wa><&R6ALzj@Ph=T3}G^|zkf$tP0+G(;ly*X_NP?B(sfvGjG=n&|C(YooR%
zWq1A&-m-P;!}ss|`R#r*=-&JO;h}SnjHQs7nb`!dr4btv7`f{oALHGzd$+UJR428`
z8>e>6oiiswIrsCkvj*no?M@3DLbOu3rOMvknriFl@9W#z-OaruNK=H1_0ZwNky1_z
z1x`=bZ{NDrw5O-%irxb^7cKjYpy1$zt5<ig-}j44Oib*?mQ3NUt}X-g&NIU)u~V~+
zQn_++aug<?G)O+iv$c2HL}m9)rLv%rzqGTnHnx8L_2p%Ax48bMEsP1jzPuFRVA-&F
zbF<UJgzliY-DSMz&Yd$bH9dM_qVnoo1zDR40o&?tEiroQH@P_%6&bPdNHAn)XP-zh
zVqs%r`tg494_0n52fgWw-TUQoe%)w$w!HN9wKwmdpP%onvF3NZ_w)1f+gn>%UzgtA
zQ)%3=%GNNx<|FGg-RNU>%a<=-9KXK~R8P0@$ws|Rs(H$-I_-G;y~jTe^V@@(Yhq$z
z8#ZoCyspUb;`Qs~gH5a(wr_Wzt{1zZ@^cysE9=IuYIVQgZqGVhc7C3%&b+Sc38i0|
zuf(huRaH|vbn&9#v}w}>I$eJJ`~9AgVdKV)H}+H-Z_B^W*Xq>x^z`&_%Wc))-wAZO
zT)1>;mD#_d-{0OI-jaElf#KS<YZtCwJt|-SXQ5e+g9F2nBtsP;&SU-Z{dexfFr@Ac
zxp(iLgh__LnKNe|yn3~2Ti=>BYZfeC-2C`>|K{A=+j5)R+u3hz$!tDx!ec7C)$u;r
z=H_PRs;{qDqobpz>HEHOUGT<wyK_6=)@h8#3r!XJ9^YHBE_QcNQj$`qi_)nxXO{TR
zHoLf|@^i+;MXq0tipL8GUc9z8I`hSag)S~rAOi?*eoUAk5TrHrO>yOoCr?sdU0Eso
z^vRP84-dDWJbALS)w1e~#?4!|gaj}8+y8aBckf>5sn36ZfA`dzzWQ#sW&KmT-*1d(
z878v{3hvyw^J4wK&+<x2T6%hF<>lqK_Sf5sii=O~?BslVb91}w_b)Glm6TrH-mc%;
z-YzT{INL1u#ldFwH$V35u~AYoGBH_l<cN!s(xz?Omc`fqo!ZfncXyZT+uPfhTbI8R
z5S-|su;A+IaACoVz0&3@LRW`{1O+Xc6yNCJpdYs<VSaE>kcWc6g?D#%-`sYzTm15;
zr>Ac|Z{-%hls>=K&BbN1n(w06-DMkVh1Gl(m}XxK(VQM%_p^1G-&`*j7dbh(l>B`E
z<$iM)-MJHU>FU*`lO_pyd3q|w#>STI1C1Pf{v0Wje7sM!x*9yLFm=k53BA3%Z}0El
z?-j)_XS1N}?X8Pzqqlc-WE^heRT1HOd2erZNJxl_n3z~jd|aH|%-OSpYievjq2Zvg
zK-GKNhD{mQ*UA3<`~7}SeC?;;yfZTlmn>iI-qzMOWy+M0+#RoYWGn(y|2;oHe{;>B
zKcCO%{C+;a-tT_xcUeI}P}O~}{(o)NpC5*Tf<J%#x^!H=evMgOadGjknx96$=ggh!
z>*C@+&nEFUsQeV_ba}IR-aNUpGmYCjI`Z!A@jN@rba6uigObv&f`?3{@9xa(@L0U*
z?CI01H`ZmXx_+vtsA$E84HG&#K7Ib|sWmkyCr3wn^7?(hR^2Mn3y<E>&MzNydYW$N
zHePA7o^AQ}<5b_g-~Zn)Y2%Ed;^NK~Z}$ECa@jx9>e#VkZ|r0YlUV-#c-)_LIc9H_
zY3+}P?Qb@Bc5=G9xd{mdy11}>eRZ|F<J3OxH*elVRGmC|5<K9gr+4i|oKAS1{IvS-
z1v260HL?PI)rVjFpI`9n#}5Sy3yFshAKutmto~XzK;7C}nyZz`f4<$(%gg->e|>qW
zmAI??eV?Lpn}UJ@!?tbPw0<`=HQiXPx7fYEZT@`uxIGmMHzk$$T9v=+*|EdI*I)2J
z{dr@1d-;hICxY7bx2H{?-agwr|IxFvvn#&765X?B&yB*jx3;bpnjW<B$c>H34<9~k
z{P*{Fc;#Cyb93>+!ooK)y}i8;A3SI%etz!Y?c34}H})@Ewk+e)5>7driiYp^>-Qfk
z&bYQl(ydSCq+NS!>%s*K8f-V}X=ycqMiCTjY-BcW-1vs`^XcjO7Z<s5Z+-sh@AvzQ
zmn>n~o_Dut|9*SFxmK-*4msVpbt~+)vcuH00C}?<iCJd3TnsO+t`-jp4qh!&{O?a?
zL{!u!n_s_vJ-X~~&&r^ps;a1|$r%?Hr}M6<i794(oh)d?;D*;_H#fHpn>QccS^OL{
zZBq4odCbqPaxyYK>-YbQTDsj!7&M^0f4@CwaOKULn5R|i&n<9lzA-r`K0dxj(%3E6
zVrft(s2z8>jkkIAYHbxEP6kkaosp5T;@ca^EnBxvoHC{5(W9h{?CF26N7b#JF=NI8
z&&g_QK;XlJgUnB!KYu*8{2pUK@l7Vv>;6$uQCq)8MaIR+E%Tq>cjSl*N2?QPD#OFW
zqrqw6g%xMwws&-J^hlX@-Icz)-2eEF!pArMfd(?;jHIQdmn>PbqWAdm<LunxdPg>=
zp9f7%h=__VjNe}udPvr~jA!M_l?5dwDNk3dUE906{Qb4xaZfDPy#voz2-(@$1!#!8
zxVV_Tr>7^2C)(~96T>u}$fk+P?x5Iz!ydo0m0R3NYwDp37bfIZe|o~%Cu7;<JzX#H
z=B88yB@uD)<mcz+{`m2@KmK>+)ZHa7g+QZ6N=*(52j<uR>s0fdwW4Kb-QQhqg>Ucg
zmoF?V?C9z`)WFF6;cof;l_pUQtKJ_7|M%zJ?)RJaw>m96RUujWkTE3FK|s(f=SIW6
z+TUTE-Yy*6+`*dFrMt@Baxrl5@`C2vrg*8={dmYOA}YGE@%gJq>()H_nUR?pYB~Sb
zBSp|K$g13kY5VO$E$_~{*SOxlPR(ylN9N^ait6g@YooTVGOgJexj8Kn)Pd{iIWotx
zI3Y2y(KP#-Lv(cX)2r*J>&IV{@c;Sq#*G^fuC5NxxVVTFRD`UF+{|`;ef;s6#_0xS
zZz4bgC7{UY5L6bBmE~O-(zRxdPRWZ4jIFJ$YZ!xmN@@R(`RBZC$Br4M4y&|pf2z-3
zHNTmie^pIbdF_<n&t~Ue*jb$3($eCfAdqlkg5uU`-m#@`ZU`=2x)hX#sv9QEo5#n@
z+#J=v_NCq0msVN#_u1aLdv{~<alRwRk0(Dm(wTKwQ1H&(yI1#>MXuBPu5`Tc>*3j-
zWxh`XO|daCF$o9=1Z3anvN!ni=g)%Gt5=s@TX=4+b@Hhxnp*GoPVZMgdE&%@x3{-X
zoHnhk_V>4q-=D>|cm34X(gJ0-cXxNQ=jZ2d$+*bm=jW$YdFsrWBY%H?Pt3~ddUkg9
z>OIW=zq|~dy2IPsd*ZBFT&+%xk(<*V9_F`q@$u>LnlVi`+G%0H2F7oinwlMbed{jg
zguSXe5_<0$wDT=r@bl--HG)rHzU*vhU@-e&rmemDRvbfmdb&=;1_nJnJy5OC!NJZi
z*AldH&7^J9rin#u$q0N~(K_qK&6|pPdVRL8_x4m8pPoN+rsOQs>}8iePn$I9(6KEH
z2~TIvn$^`Uu7Bv_#f^?XEC2nml(VTgVE6w1e);$N|J!BP)cpN=J%=a2chcm^7q@1I
z*L=C?{^Qx~{2RM}9XodH$LI6*j8o#I<+j4s0+{aUm$hD2bZ4Tn`;D)nA|gjl{eE<`
zyQ9B9J()T0-X2b4V`I>aZ18fwqer{NC(fVWKWUQCi<d7MHKdI%2)sHa_9K7q^$>g0
ztJ$fMk&zd!UvGC%0FBe$e8T2%vzgcT^~Pmxd<;DDb~4iDc`N~8^Ze)8G&VOoPc86T
zDpdXLjbmJ#9D{;^fk0kfp48KYn>;70DH<3Eu=C5U*~a+j-MhZW$NN{?yjfvU=03Sv
zaD|my&*L4tKq~^O4{O<dl(w(4S+jQS>k=M@KR+J#M{G=Ly`?@gzW%RiQBlzi!-EG8
zhQ^r|78W|DrKt%C37MQKPD@McU7z#h*)vcCHZJ}C?(X5ApP%34KRwsFTuD{6^{u>J
zjm12>S}t8(-In(D<kQo1CwQoUhC~V;G@P;&7Z*>yw8S%~J|;$H_SEG`JKx;c$h^D!
zeVdP3^YrQBO-)T74zkOy(6ul1|73d8EdQR(i4>!V$Vf-6sfW&;<Ga2tmYHEq>~68B
zsHh1iQzm$*6qJ@8y}P^o>NHTrGuOKOMsQeqdb)_1*r79Ld~$DXPCxH<e_!p*1^K?|
zk1OBr{SIo!R#a3t=uLn8?(Xh4Tdi|*b7kymB&xr?Y4lNR_E2eBzh0k<i|fY6*4EYu
zr=Ln#6eyVG+&B;yxjMgY)22-Z6(17J?tWaq|6kYr`u}s^`g?ddEcct6)ti2HmZ?Ce
z3#bFLr@|0a_AngSl6kq{{XN?b7bQ@asjRF_>$s(b#evhOxoxYzxum73P1B2AW%kdq
z_}K=>7od6YL#^DP8F$xiv4fW`3GJ==>I7;+^sRg=wffJ_U7K|I!-M}`30Xf?H(~=r
zV`JlllPM7!5*klU{`>H7yRw?vvRjTX)cxnR?AvEo_v@wlpHHXt4GattnD-|qB|Uig
z^5mg)5gVBT0|N~V4I9_5*LQMuzPj&_NyY_*9!X<1P*2K3rQ+u&)oD7Bi_G3{Ei5f{
zjf;~5H98J&FcKCP2F2B6b$`$p&(57YPo>Dty3_sc-8<0eGYb==kFW2;SFfVh|0%k&
ze`Z64@Vv(seXAWkJvnEYWH#;DV`GwiZOz3?TQ+Y_ww3t5`ku?pBAMfRGxxBA)}XAO
z>Y$KuCERbzmM#CDOUpl%+MQ$B_xPU4J?2A&GMiIQ3dvX$IHW#U?VxZVfB)ZOY~IB(
zphYjHEbkc~?l3=b;lc!6xoex#{moLf8B$VG95h6dPEFCwiH?h#ckBC#-DPjN#Kos;
z-4@r6<JlO&vonUz*w`49(M_KnKYyP8<HwI3-QCIBO~;QOy}J72#@yRxpoJKq1sul4
z%`tk%A06$Mwt3v=v@n4=?CQxgXVzR!C@wvI`e~7d2p4Gm!`a#34yMz>18;6_el7d{
zHE2Zim4U7<@BV+kR-dY?t*z}%7h0`hXt>c)`-HiP{mPXqH*DFG!u_{b&NeFb!*BbO
z7cWlK)%me))t(9Smc5Ez4;pIpE9YkLp03xra;4^$EnBj5cXNyDIcQA<%_)LX{o!{0
z*K_23zrMJ*_>|YX*4EY+7Zx(Fi{0JED{YqW_SV+*s%twsKyx0BI%3W`V#)9B>|C!J
z*Z2GS4|Q?LhZgJ7+S=Mmo}Lm_QUcBNZOy#grWd=*#U+*d*Vc@SO?E#XFmJPn&dbx|
zY;~Gyp`@hbp*KDFc%Q7Mt?k_0`}^zdZ{ECladr6mj*b;emb5IrDxsw}&%@=*kB`Yx
zHWdcEayC0Ie!3747#Mg}Z%4$sPfTsSPp_;DPRYz%xyjexzyIH_*Xym0Pn|Hq;qLD8
z`sAOQIyx!WH3cu8nQ8p;wEq5_fI5?>4<0zU_sL{V+45@jBd4m;!24Be*ZTbX^V#3a
z+gsV){kYWOsnezfU0)ZgX=OF5ql1ZwDdWqFi>2rKmxZl~a8!2h3%R*1`?}tyO`EFT
zW*$9$JlM^RO;B)e)z_|^+}zCP=jN`rmF@c-f3(`c;vMhe|MlFUHl=&Nob7~(6Aykf
z&Ah}?{QTTe^ZPZyZ$COZI)3>2wRQV;b5KM1+y4Lmq~G4!nw;It(dx8qflPqe;@-uJ
zl|g+@X=!N}SJ#cT-D0{;ot>N@A$$A%*FXIVZReBSkbB$A#l=NIQ<IYcG<RrWZ4FvR
z02*D`UvJM{|Kx-qsI*g??6@#s!%Cx8C&f*hH#@q_uq;+PbM~y_^wXeWOA#?KC1qu1
zD=RCVdBW;`2M!%#GMdTb=jW&Mc60i9CmpfmV?B}+PNoQSAC=NwCjnUv!6R+P6SPv~
z<HwJnDF)DxcXBfG%8)MCZn2FYPM$m|VUWPEX6;(V$tMLQBvzQ+`+mP(-hZAAW5BkK
z_)7hAr>E<KhC(Jy5(13^9DNCDhb~#7q9MY?BX2k7=;reGaW`(>Jb2>7ies8{|Ni-N
zVQ+OgXh`V(zFMu{eX`bU?Ck7cUR~whwr!h5`8%10P3j+wX7bqC*$H&IY}m9ZX>*;a
zioNeFlf>(pg@uMi#l@!cJXbF|aKK^4?Agu>102*QZ~V39j<E9d(}n;3RDSz;q*Hjq
zrcF(qou0jWTmJp~XJBlcY@77`{eAX;Z8Mf{-D<idNVAPc^3W?oQ&Z7hyLQd6uea0D
z(E&}l#q6mNoL~PBw4P&0kY?VU9f8?5!@^?!GMHY^cC{{h)39}`sg91$f&h&hB1an=
z8$CQc4lJKv$JOf87`)ss)biS?Q(SFrZCm@Ie||o1e{oZ)x7qI-UtV4=d~kqq>ek3p
zPoF(YdUT|7jr+sh@AoDDmXVb;Og|^{<=tKBySvMetIw}lWVW~P@v(<5E-tS4_s8<K
zn2gLBvC1!>KOYW{uRZ#0ZNx?<Gc&UdTecio;MfeRKNx1+?KYa(vo`zEmds#}r9n%U
zFTWlkCv!aXLz}dN%=h(a85tg(ot-W&Q>ILDxx2f3xw`*6fxt-qj=nxVP+xlDM8UcC
z_4~Z|Pi#&<zan;b*_63+eZ$wqC^9oMZ+m~RnLQ;f&F${4(#3_3k6oOm8@*z|f`*O`
zT&pY&xARZ-Pyr1AC@D!<m+6$gy%n1Kk6+fxC3u-n;O_NB{2rDoL%e=}d%O7g`T3J$
z^p>;p%LxcxoUHDD;=qB1clY=EgSxOAlij`i{M3{dJ$jUM>fAXsC8dP{9{O>67X0{8
z@#^Mg_3rI8^_4pX1#N47Ot`f@|NOi|@9*rKeCEuVjumUl7lZmr$1^W4^L_H{*|JID
zrM3#Q&GVOqt&IxI%F??1?9CgW=jZ3ED=k{INGV8bs)(4Fo2#p9N@Akp_Po1FN{jaF
zu`x0?U;g9A53Q$0X=fyEZOs-3jaIB&sR<f`sH?M^Yf;$5#wT;)lAK`@i{Q$7t#!+n
zyKhcA3t7_<`1;z~mlqeihhF01=T~1D;#FB$>EdFNbw%Ubl0VnhMyI5wAAe<UX*tuX
z{GHFyqen#q1s$ChPB=H$+TF!v;lhO}d3pC9{1Ffo6%m=>qoyn?D_c}nmUcZYc1y;^
zCOP{$AD7hYK0kkkzU!QLGUd(6J<ZL`J9q93%*@n$`t<3<7`^4SzrTfc{)VpMxE357
z5a7_-+Unx+W}d22)UFcEvvVvbcbs~s-RR)p-Y=)B1j<QSS67L8SO5I<^vT<|zAj4&
zZ(a+rPfSd_dM!KEf4*I6{r!Elv#m;Bxg0%ubd8V6OVL%jcjnnvXIxm|sCE0+_I&^H
z_xIKcm3@12(<Jc_i;~i*lP48BU7XnYWD;IZiU0od=g*Xc1c&MR@nN%<Enlww_s{3^
zE-q6hPILr~-`?l_{QUfK$Wj+4C#Q^GUtYf1@!&y%lu-(YU}l+qSjqc)wxFdz8j6Yw
zZ*6*D;U@~N+H;<qm}p>Z-0Y!pNPT`y6KG=N&Gk!{4oy<^zA-s+)rTvE&(F<$aeu#k
z)YdH4jS)S4veu7|bP6+^x>f_4aVdLuhqKeAiC5YTv<&O$(W4fKH5VtI7S;TC*nZ*K
zwPSOw%R!UR6_u46L-#NDn;VsT&(_AqBuZo5qECP3+t<r&&%f{X|KDHGLd_5@MG>yT
z&(D14Se0`9{rx@t{rc?8%#Eflr~2PtTPyA5<z<k0Nu{NwWx<9G8@!?n4GkxFsO0d~
z=jZ3&*<U~3cBh${S=-X3stgCNT@%}$fB)JG85tRw3u~jz865ol_|DC<?FJ2?&zsTH
z!*gdxA+x8ar-zqU)AZ@$Pl_zxynP!O5U`*ure*VHW6+St>FN514;^Bv{q@B$Bt%3>
zN$J%VuHv6k`nz`RdU0tf_oYjhR<(5Y^c*=cQTgJY%3_99r8RGE7%o}13^Z6<v{NQ7
zF7Cp$YiZdtB&4M`vp#j}mjlf%t<X`6nE!_%RXgtZ@#Bvl9&QIMa+>;4WmbUJR0-=c
z9Z=(P$@1l!Kd(Of<KtsR0gelMDvLpFNI^lt&_gd?yf|>-f`FZ!-H)%=<3GN+X>5{t
ziN)b&g}S%5w}*;Q&h2fyot>R;c7&~sT3G-89|ME8xA&IZ+ta`+G#*}C8?CcOEj2p$
z?;N|@UAL;%>X@2}zI*php!=wVS&qb}O`Afh;{R)g_^$VKabb~ue{EB$_m3YxR(#pl
zBW23PaA8fPvB%O&S>j*kn1B~$FfrWNRjS>_D}8LAwH6mQ_u-S1)fK0oR-Ar%W7XHJ
zvfk@Y<7)o>v9z(V0Zmn}42e2^>A{YA{kP_G8T)>3zrDL$|45RdlCtu{hYuU;{{A|6
z=T403nHLuqe|+3;uViBr^YrSJ1q&3uHTQN*m_56D!2*SClQuXgH1ziJ=H%pjIH^8=
zgBz#d!J|iAQ$wE~n=o~1>y#-X9WF|sML0?mJJy=T2Kq8jKYf0G>FaBtBnwIamzVp4
znronna?6%2Cg;xYe!uVZziXE+ITaRebUPjzQ?hQ$77?d~0@L;5*BLn;n5rEP>cC%I
z9qYAJ2-NP_xX~~sCg#F2UujTdLrbe`?WDDxzvcy7DmCriZM`k;Zd7V~sr|34s@PTQ
zer8@;0v>DkxBn{=U-PjwZRWrF#Kgpo-d@*`5RsVJ*o{d?LAAWhty{OW*8ja?CI}k5
z*_wU*!Q;owjSda>_EsmKon_k5*?I8i=jVmb&PYZ?M<?IkR|^^$G|Ro!(k-qJ8dbKa
z_^{xVQr-JKpZiYzyuQ^&YkIEl*WlY5MJp>S6YuUS{qW%f1H+cg%gYW5yM&}ABrNz8
zb*Woif5QCv{paRdU$4q}x+gm-kC}}J)UTQ_V@3yP`9idxOUuvC&yx?eaE5-%tkO?Q
zPd|M3t}JLdZ;zyLmaTf<<A2@X8w&17hy8Q8aPy|5eElE8eSg2**80t$prF9;`T6<u
z`N_%2AD^5QzO%nx9+cCgqNIX?f<VhGY-)drY}~j}%m2&dNs|I%Vt8t6Yj^D2si>sH
z6uv$#_4n!H5gJpy-rU~KzjNnKg+*1ionh1eAMck>{`BNzL20RLznpDCdV2eoEha8*
zZkr4`J3BS>^x9_6miC)t(fH&^3Pb8+rlO*vkViG2o^Tcw7cUIa+L&|GNJ2_#Q=50C
zgtWAD%-*W0x%c;0n}7N8<%ZVf_0F@+avwZ+(2#n1+Q!`P@9(>(rKz1ca|V>^r?$m;
zd2z+<sR&e+tF5iw^ZVUy(EQ63FV#77<_L(1wf+A7-dSm42<QD>rP*6QW;m@3NqT>8
z?}^i=oij5v&GPS^`L=WS?#DkqKGy0z@F|;FBfG`L-JMxO`@CN4t_OR+-^&iDGcq!|
z(SLu^B%wFAxBEYxGk4CM2@@s+B+DE<dUQwaZ!;Yo9fRs`IXu#4Jx_O6e}9+bJCR#l
zFJ$J!%-`SMYG`UY*45dSy}iY{G>CJe$C0$g=*?-oMMXs)UR+eRu&_9A{ye{#nVE-&
zheKGH*sX23+_JK=B4T1;F9p}U>)da3b!x7w=~e%yRcl|~tNr+hm4}y?amrVbC(oX3
zs^wjIx@*mvH4~;!KYlLr@v&YBtCAJB+F87oPKs^cxpU`@jmhlQ6N1E}qM{`1>ui?!
z%w)>V&9$(yS_NM5!7FXH;iHnPtLvKQUX!a0)z#V8ty?Eyl+tl(hfv>R6VT>}?`)xU
zr_AgB)wsC3E8E%aJ5?txE?)BbT5s;{O{v^&{c>xIYCv)G>Q&d<+uI+%yu4h(IE_cz
z#5(nq$eUYRx!>O2-ac`npp&z+Vd<-o6Hkj~%$~jZrRMMN@B1MOewo6;!d_fj>b><R
zXm0x9>(|k5|E*Y|5fKrwApQKjg3{7fAGO2p?(Sw}$i2Po=tO1r4LLWBrnT=Ze!ghS
z77;f$Hx53&V>1ks6(*ldNKS5^ZJxhs%E`OC%O5^^bck(2_tB(ptGp{`@X1;wJU=)0
z!^e+_%m=ciW<<yDE_>?~6eOe~#Hk|0>DD9Bn0|hqV|281JHPy~dA8LGlTRuLbv^(&
zXL8!opw4B!vz`3?`Eze?YhAZaZ_b=KSK6kYerjN5))t|Y*1S(U-v6pC<M$6A4m>#6
ztT_F2Vsi3gqmvDtot$NFZZw{ptiHJ_a(|ueZGExskEiwbJLrfdUtJZ-!ONRlP$wiL
z1X|*~Glp-bPurU}IiT@WhseXAwM$#gq`JGh3=$8qcq|P%@w6yrZ<Xl$`hS)Un=+Hb
z*T?a;IyGLn5b(__u5zA_uWw>@Hup>)HgR$Bsg7Tsf<|phUIch74f0SC;%IgH@#9Cr
zg9D8QCMGSNot(eEykzF)=I%WgIrmiR?(FO9v=Xyc&7bvZ>!z*Q*ONXxI0$Np_ez_C
z#-%pY1~2z(-M_znYx9M_fB!CAzrO$UbbV0SV_;yAz&j1p^L}}0DZ?qX9#Dc?=0Be=
zI5^nF#U<hCsi|3?H)mW_5)eF+WSEni`|#=0Rz>GF2JoVh!bdJgjvY(-^yK8#Hc9h5
z8PM(syV_qHGPj?fXM6hF^)mf+aeJjWIXQ1^&zHBZJK7~``mFo$j{lFi1&d_D7w`Y~
zi(5`kPO88E!M}1>H@BpBcXoDkc4lrd(U05HF=2v0&W#NVFJ7t<h7P)D*6@I~4Sm0+
zC4cxxq0I5W?;qGAEeWw>0}aW5b_VSLZwvZ9O-oa=asPh%s&8*NJ6)Jsof<(y<<{2H
z>F4LQ#^|v#q@<;7np%}@oN+;6YAL(asS6jt6WBg#&7GZ`ZG5s_+~RsB8s`oiIFQA@
zYFhM;f`zvjcg>30QJ^^c|NhX`VK1(&m6rDSWp#SF-LLQO&tE&m!N(UibK}ZKUN1^b
zOI`$+CG6QJHEI6N;^$6E6E_sC+wtnJy{3^7Xn-th$`&b5TgJU#Ztds7uPd)_*|J3{
z{lu=?-)3{>%mLMa5s{HsCBic^HSPZWNS2V6K78Z|%WSjURl#wulCH0d1??W#^tWBU
z?m)YIUB{(MK^h`ld#b*^+PcKN?hj~jkA?`>jT<)<w6tDrJ#xBG=7-k{neW@A%=2V;
z<!ole?Ws7p?d|>j^DkYxbY<OzziJXvQlRzEH=Z-I^99`AmaD0z_Kf%0s=PUK=DYwc
zczCBDFZ;`P#hyzgN2gwRed_Y%$z|{E{5<w4_@mXn>hF46b8b$WXJ3DB!JiDLyIgPc
zm3_nI*RQerTJ`FR=B6!M)|CCfyxjlgpP!#gUR+ohbvp0#G~Flf-ks~aeEs_J+2;Az
zH0@_q{rsf5HUIv+ygNG<ZrYoEeqPC&8ym0Bi#wYA?b1^3D+`_5ug_yU{x|xgoIqbS
z_tIs{9&Nv0clg@c=!?5bv$xg$`0z02-M=EpzNW<atxk&5^yB%mv$G{6C0FVkxw<tw
zJZ5JRtHaGGQDwKD1{bA9AGO1WTDf0O4PRx@lk?)jLeLI~x<4P?8B&8+oSSPcZf0f{
zpdlh*nk6!Oow2pGbnr5t#t5CZ7`@}}^0h1ra=Ok(Zcby=n9X?d(j_6TRwkiNmd3_L
zhEvOK#%#}%Wl+%9=Ld~CM(DJ;C>?xsv^%nH&YU?Pu7<}iEPsFR#l5}O%lzlBGy5Ns
zsWE5YKD%e<=5l9eXPZq;_weAz$;nB`%;Z#8SO4?%dc4k`E>Z0p`y89u9^Ttq9eU~J
zjzZ<=HE&K$)fV7tebf2sP%F2ffWU!E`|AE$F)=ewoG_um-~Mk%s@0V@Z*qF%Y^8)c
zS<KALb`(GFyH(}s<<+!yt?q2G?KQHZ3vzgyHG`KOIChN9XeN(w+L;9Iua;I;k2asT
z1MPe9@$va^*8Dz$L-Xh0k5=c-oofrwaLLSEd27Sf$}cYjV`5_!r+O()K6yjr!qn=d
zLx&H8%4|DvF|k9(kFzUH<OmB3(|UbBq~!B6-y64YJL^q%)|z_g{(X6df>&2GZ`{1O
za!py>x#P##FE96R4_etWaiU;NZSBYB^XnJo-`{6oW_Ij)eEr!&VS2Z_erv5-37Wm`
z;^O9h`0gE_wzjs1icpWVd7tlpo7!I`DypiE3j<cnE!q*gyKKYOtyeQtf7(`m+aP-8
z_SWonL1niME4OJ|SAEgY(a}+ueDcAYH)obz>+9)hiP1a$<>h6?$tM*idR$re`_nn=
z_n^Hcj*gBww|{<qK5_D7W^;4%DX`6J@(dH^%;{ldW;<}})-2z{ycu=+VSCc%+t<gX
zE)48@EcJlbyuqR`IQjj(y(*JWuDTn)kzK{sc5X>Y$ql<k2Zz<+>(!JNNt@>dtPWcX
z8h`9KRiz^&EZn)`&B_1Y@7JI2tN!$)^VSwN9tqI?fUNJKJ?rlrY-T@s=gyptj%m8l
zZr;=NQh!g=iF7hfJENeqh*MZ?!+z~$`!g;o{d&}`-_enAVuIq9>hF1C%l>r!Y~d8n
zczbKBi;GG6IT_HHhoIn7NI!gU^>-n`!2A1ZGjD8242g>JVr6B$vNbz=SH;IgUUk2}
zz4d<h@S)c2FJHc7+}e`)<};Sv8l4>)Dk?3@{O6xL#Kz8kd4i(zswtsGMMg7c%@Pv4
zcxtNl$$R(a?fd&JT1jcs)~!oVPuJhP<^QkO`bt6fA1_$E*tz`uJyoSe`uqP(N;@|v
zQdL(;X=jYz?d|#MN{fyhaml*1MYB4{F7uMgt*zPO+}4SQSfVzk@p@lAd$!lh+dH!I
z-R<q`5B^kCirQOcI&;R1fYZ}-K|3L?wyi$LZ~te3P<>dK*lG8p^JZ+=U{F+8sJLj8
zoIs<4!}D`<m6aA<xDZfQ8)lY#jOW+K<MOMI{QvW_SW8z|b<w8RR}LI#kh7_9aB%^x
z2yu6J*V58j6uv$#@cO#g%p)CwAwfY-mX?-FR<Ax?#bTm+8?rWYjm>}fhLSL~Szov^
zh1R8?pZDgLs#4VUJXzm)Haop`u=C3W{QmY<Q&Y3Eqhnj{ZMUS2GnQW7k{R69-><H;
z=<Dn2mk%^DUtK0HFYiCssx;|-rhM%e@OqGrQ&rlnPKr;TJ`D^E6pW0BxUe>Qd&i15
zyAR&EGw0Fc$Ju+u^<#G(x%B(h>h&w4x9441=*(WmTPSnAV2|bb!vD>C_U>h5K&)F>
zu*qIupTGXkNA|Sy^UiMDntwkoH^#kBrqOBP1&iEO7iNQ6-LlqY8$OEdE`RUl=El~&
z{SnupSC`6*iVjUu_1=(jQpm;KeKBa&@*z+UL4Cv7+2)|x`w%gIY0DxN7AD4fwcle;
zq!=w(wk)eePFUS9rM|trU0G3)F)S=>!s(|!9(C(~`0_GXL|j~1M~6q<e_qP-9aUem
z?(D7J?o|UCa9ka}9<+2E)Dcur0Buq`aq{HBwb9#6^pe@x*+Em0pzSJG=lO?)iA|a`
z2{d!f(BPsJSXpjoV<W@J$f$E(Tt6;E^0r~!p9&5ZCeVWX<YPUKE-o(3pMu|gK5u{g
z>}>PGcXupx;`Zz~w>tOsty_=2->*MD$FjKK$A`o%85f-vKi*aTo{ycKo#DWXi;F>H
zHd^0V7(hd!v(0jw=FgW`Qc}9{_1lY!%AlFfq>U0@ONAmMBeiT3=FOXT;o3E~%gcNf
zg*qR+d&jph0F-|hx%bPJ>fL_zN?lu<`}+F$_1ogKwRCllc8O{$Oh2tS(F3$#HY$Ab
zfA!cM1&my+Otw{D7y`BlBt%6?$=O!1EO@iqOKmcv#_H#<uE|b1neyX7Gk?LC7lBWn
zKL_<(XP9ILO)bDO^wRM9`ugh?`pcFqS)rr0GwCSTl4Z+48(`w=eyYCid}OgM@rRXy
z%y%&@d7imbr!M_eHC63Yea>`Yu2u~_y)fy%e~pnll9Q4YggP0fn7V<+Q8cEWs#^O0
zX8QbtmoEzo3JT6J&zC!rwDHucJFi0GRCgvtW@Kir)a5RXg6!b%f$qK#>gzD5|5xKP
z!(ibxi@9^>7Ct#4cxPuZJ0Blk#m`Twd@>dc?(Xir;b+#p{~6LVze7MwEbM8ioo`>Q
z?9YiOQ(oNIsQmBq{Qn0IA9h}B!_csIuPtb0sGwlu-s<m%Aai0Du3ZcJnHX``>+@3<
zCPo$}#<X*DI$ylV;9y~DX=?+mSl?Uy-Oa^?<=VQ~?)i1UI3GTI_~Gl<qZ<+r7d$w?
z$j}g?73#UTNb<^3pDR;yOTSK@I(6yCRS#}&&v!2=F<G>DF=#|;P2ApH2Zdc$Bqt;^
z^z`t2TWo7<E6c{lR@%2*FV!sbl1k3aO|1U&?OIz~TW^Wp@8sCEYgb2icd)d3>Gws=
z&CR!rN(&1Qf_DGDzP{dBN9_8~KNfw#;3*y5l$4Z~hlkriopCMyPJS7ShA&^fXg$>a
zH{tq{K+r0pFYoR~r*2!R?my2&=dwn1k+g(F2WVNj!_CPLudWVXykG$X!wq2%1__%A
z15k@*T72nCb#?W{-qZDF*i;%lJ3G7G?Yo#dY%M^yxPBPt;t;Ky)(<NyD?uA7?%cT}
zRih`$D`~`{sHm8e!!D?3W;Si^<2GLD4}X3ZGdKhW3JM7eUp@Bt&6}S0`~T0=UGx0O
zlNQ%*v6Z<C7*pRbxW08d14BtkNkU#;pR9Em1H-zwy{kSwzI^$zFe4*l4v$+{*fg*6
zN58$j9T*hU^yg2_n_FAEdzY`suWQ((e(7o6-CeD#!`B}=bB2fE!|nY28#kJndU|_1
zpPr^`m~?~#w7S+j?~X%Von23F@5C81Iu0Fj5)l^<pQ)&;s>*ut;zfprySvK|A2`79
ze(!fV=z{knM~`lt*Y*8gHGlH)K34|^2GEpTnBCLfM$qc&TU)cgYB4YPwQ22&UB6bY
zjnh7L>XcJEpDbvIFeN=*Sw*Gg?d2_Uo@aloI0fo$#@GK91ubd$^+ogB+uQ9EmEFTQ
z)3dX?fBdL0dzXB?Pu9T5$mw{WZ1!3AR8X;#lA>~LO=R%XU7F|DLsoYjJH@53n{U(R
z&5T#-^u@%)R(&}Xv!j49GBPqt+FIuLRax++^eo6qgbmxawMFQ(?c8Yz8a^$1dn=SP
z`eSFTufK=(KUpCm(84806(Prk0S}(fuMeBu-^k1!_FE)SK_KDD3DEXl14Bc{f&v53
zjFz{zH^YJJ@%6o+{nfW_Nd>JG*|u%lo8v!Mg|7ba>8W?e(IgEKuA1L(w}(E8-(P2Y
zdj9<R@?mSELZ8}zR@|&z%eygxCptR1qN-|B<JMU=y4O;o=iAkSy7fGAHWEcUWt1j%
z_$piH-LdGAwHB-W^(8U*%skubu-r;ZYiscG1^4CM-Q4f)>|{<)Pv4s9Ki5k1-@kua
z&HGHZ*8VO7FNjR2dw*~5&3#+5uRD2rck})zEiDbL%sq4E3dpS!PNozT79QM?cvx!A
z{K(B|8#&pJ^+-1R&Ne%E;sl37q;v4y*QHbE+SN*liHS`({q)7<<^0#yL^eM=JNxjx
zdvab&h0@Z}UR+-<@8jzm+Bexl<;T<M@d{$y8?&yi%38km?%rzi(~JB2`OWg~a4>)t
z1shg>%h3?wdUI!IaB9}ATkAHSn!j56cGp8lj~mnqdvLT{95mqH-rjyH<ZjVUnPbO}
zP4H0pfBatU@#`i3>ly0jPTuR%=Hj7b=(NVA=hcSq9eiG`x3<*W*7sU@@!E<NmoByD
z2W~FYToiVTD|E5Zn~SRgs#`dOBIn<ie_q}nQ~o6F?(C0Mc5>e*&aSq5KIgk-`P}b+
zb@tA^5F8Zr;Q8}*yV_q5j&urt`2IbdeI;lwVKW==6?q;u9*KsA28Jsu0-1ehn;kvU
zDO`Hao}r?;I{E3TsU0014jCC5`~Lr{UK77RF8|F=(AtTL3JbmXeQSjGKeLI7j#k#v
z;(C2;t#d|(#;a><yAuz$t+a1@@-6NPPs{>ItExLY3V*y@K7UJ=Tc^f<3t=lk!IiU2
zv)ed@)fN;#KbLm<`Dy+AJwHD`UtIL`RNC$3su7Rw2nmY1zhQQAanTC?y+~x4ZuGVp
zwezPXbQXKNgve}UYv}-iGi|jF9UWa88yXl`*x465HnXjW-EH>k+uPOKlF#=)Jw5&L
zpP!#A<MhqU#P(KyKli<^`_Qh^*B5paCWDk0K0a3Q^Xc@f4+~Qx!>nb>-`*0f|NAw3
z-R<8$9`~18Z4ed=e3;D3AsA>VCLz(WHhTLi=lZg@w?t!im0Yx5y<0PCYgX&U#qNuv
zx97D=F1x84yGvwq+Sx<Xbfd5Mo&Wgp<BsCze7Ck{vukT>-`QR6pKX?{q@*Pm!R+J`
zawfA*-OJni@Z;nCTc5T4{PX$z#Vwh^CRtZF=31ABxqIK*mMiV#<OFJA{rdVk`S!Nl
zh)pS+eR8&-Jr<y*kahXHE4R+Sy1Kgb+0zwaYo$O#t}|vxm}FdVsIB?_?k;Gxsg!wM
z&obZHtCZ`%zP!wyeSIA(!<qT^@?~XZQOf*(|NVa7TI9FPXJ(WB{y#z4N0zejO08Hd
z_4H4!u7QET@qT&s1u6-kRb#Wv^ZTSsvochRnA!P`gvZyiI!O9e-q}(3YDL5w3qO~T
ziW{7BJ66nieRZ|?o40R41+81J)WY=h^B5XTv#&k4v$NQu;)8;U=b=@hs|{*?6u7v$
zf>z5NDZgLa{(N3F9|LGj=oIa6zSUuCjUt#o-O65{cx6T4j?&j+d-m+vQ2st{$L`&W
z<Mvi{ban<>2gdKI5DZ@CbMW2W-4EZq>ERaFTM)T9ZAZyVp<CN>yI;J>*z@t2bVpyG
z+v8)sg2KYhV!BZeetdjfmHsYnZ<T4<`FU%%PyTjcp>t_gb>97bz1rdHRuo%2xoZFa
zPxFi!5;m2eShi+g2W>68`gw_<q-5v*f4{uvzWDI&?(Uzr#03RkCNY5`aBcj4xv#IT
zI+vB1wed=WjzdWP_U0xim4jMZEv>DL0nain#2ne4d6`Ywz0c+QySo?n)mFE(v^?1*
zUtL`dT3MqVzV65j!(?!oC}R<@{LZ<#)`brbv6|%Hi&>kwVcWK2Pft(3xGgstbQZ+T
zn>Q_Lf0-yLD}%SZZR%0;ops>UDX;WuK|#Tejt-3znx`hm?X7a0q;li-ZDkV^5plhk
z3!V<!^6&SZxBJa=?b@m9OWNDpZ$461(t3M?rMqLrjLR`kPH*aYcX#({-{ma=GYk@$
zK<y-X`TpeNeTs^Tj18AevR__WT2NF3+LR5N=%4(}wBUh*PV6p`emPsGkdP_&jyP~M
zmc6~DsHf+5_xsb+(*xH=ng00s^WeF2eD;4nFiV+cwV37Jda(U|opVXamTN8DmTTko
zO7TjWT-e##+PZQw<Fk;3POLwE{gRr)YGeNG+qYM>+S=MFX=%^0tzBHE*!wtiba+jO
zum2nR_WOrZ+UpY@9%|iD{$7qj!Pq$1*Wuh;>-Gl^5_%*InGUz}A7AL)&cN{W)Kur9
zqD=?inrB{OapC~gFK=&cb^iJ3Y3V7@64i?rFIp5nYWa0ze*M3d_wp|<<F)(sLK$?_
z$+~sxHf-E@@K~=jDA@P@?&;_V5S}?_`;HwJ&2!({|ND`==li{Ci}H7KenmJrF)doW
zm{%@34zw2*)JDE^`7)!!+@G^MI=K3LH*|D#8G25-usU4d!oos9S(%xUkr8wX2E)@s
zwwjupYooR{sd%0^a|W~!LO@EYt5aD0(Vw56H*DP4IC=8qsL2L7Hw-}2j>XT<xu&G3
zSe3n5vH5%>GkemXA0MseUNK!2y1MP^>hQ;Fx8HNh%F?=Y`SQgDj?8PKwsJ9C*p?fu
z6SE^=?Z=GU+jKz-nty$LEq<#~(j-GbMppLXa({W7sxKVZu3ZC_9ckz0tem%f&hvo#
zwaKSJ`%*y5EOm5vwr$(CB4nk|qD70ibnBEBZR$DvK}b+gP;lbS4V+>ihTu$IVF4u&
zFp^eNZ~=i7Gf;eWbab4^nb9C1I1{uke3OpzwA44Zx1YcCaEjLH>H6(Dr#Eccbm-~n
z>7~=Q=iC(9q_ep6^)<1Mbvd)GN>}~5GojEX++|rZlT+%YeYL-@bbCflyJ{)aQS|wZ
z!Mczy73VrTyu{TMLezAlxA8O-B`SLgg{_H5yxGukLgQ@p)HCOA?9_j|HF)RMbGF^<
zgOx5DFfKGw*VW~<|Mx>##j|PiX5$uti2Zf8Mn*<DvQmOCKi<yYuc)ofz5mar?xoI}
z#h{VYl+;v3W8>iWMR5i8Q*ZB7TC{vdL%__<m7mkVyKeXWdZo>9U~lzz(26JTHdmJr
zr9!)8rBm8!3L(!jW<|HQv@EFq|8GU)=4IC&gMuZb1f;*{@iAT(cX#JWDqr5-7H7Dy
zJwKj9aYONQzdL)YuRqEC`|-HEgjI<~*40(4;o;$+6-VdK^FMs}5VX8!(&Wj!>#AQ~
zQmy%LkUitd3PBrN+r;ebZZ1)+1(lzl&9Exf(u>=(A~^1HqTO~EO$7ypO*+XJ7C2g+
zHhDWUH4;>kOq@5buk!P=hd-ascW>nqRXA<5%y;&(Y3EOza0m$z0d>VqGB2^bd-ra`
z)~&6}m#fb*%k5ejynI&8xl5NXZ_K!;RPy$g=)QgXHf-Mx+R_ZF=odP-Cw+f+H|yr^
z^7o)6tebR_k8}v`%(K?g^0HmmD{VeY<oxDKmo5oNN_Jkj5CB>bcKNcf{@yP_V)}7&
zmd96Y-n@BZ&CjBi_I6O+4>B2Kv1xYO&f@1vy1Hi{>^i?~xqbON8Big+Ds=Usg9jO>
zYK1zjkJ}6Ceos!?S@~H_&39JIv0mxJhYvG<`}Xa__wVlO<M#HLrC<79b$fF<KWNDD
z@nh!d>gtfS;BnmpS67D@_dfpj_cy3#EFdGp<L>TWQC+<_c6XVYefY6ok|JemJUu-n
z%=2VGk>T#{9<nAv@a^sG$Nla9vM9W-W$Ll4{G@WP>a{KlE9=3NCpkey&fQ(5AMaJa
ze|TxBH`{gXH_2wlE}ZaVX5(qlIo;9O$;j~L?(XpH1pdfrf)Wxd%4hS-*&H}C)A-{h
zZ~cR(Pji=*m4R{_Xp^#h{hx~&HnVcG?UvX5{TjaK->=snzJG6DyH<Bq*xFU0|E{bI
zo?)2GW>xlv!`|Nh#_ijOj~-=pbaa$3NN70teNx($-HpubOaWPyCiB-?=3BZSF)kHZ
z<2_w3@ym;gE26jSotmo6uCA`m!pi#a?e_b}PEJ<;T=ECBbG_>OyR~w&*RR+A_4Rf8
z=JfMYcljnB<y>Tx^6kw{r%5V_xw*RQVt1>x2t0apwA*P~s^aNQKYqPlUwqdsD{Iw@
zySukfQ1SGbv}E1v&uX5NW>}T3Iw+Boo7=nY_Nq|rwWXlG;HT5m_06T?9UK}aq(*}F
zH>Ka)lzRHgTN&G`ke0T#S4Soqzx((1w{%ai@apBums=D(Xt+4z(c{Oi2?+}>CQnO^
zjM-J<8M{3F{5+>gDi7bi)0<~gnN;$7{oZf0q`a%Dc3s@`>&}isXBKw$*S-FeR4#5z
zcHdb2J+HLV$EWAsTaf0KmKF)yb5f>R9iN|{e;vC&_4G8SX{i@ig=&K~7d(9OWJ$Sn
zSXfxny*-s~{h3!+g&w+j^X3CX&q*q6Jd#SAHf<`oR{QPiw}b5R5_kHhPoHj4{cX)b
z3%~hxx>}*DQVRY$HnU~!)hph|_GRw$MLl1Ce0+T9_U+pbe&z4|8n$lZEG;9Wpoqvw
z$ve~c?%fMol76q0`}2%q<J40krME44B@7&%|NZ@DZPwLQR=2zR`o!eq<lN$?$L=Z-
z?3c5>B;B93cV+N$P+jpVN8P|6KzDcf`+G6=%T+yvgw_47+&q78Z*}P@+ui%7PMvx!
zy>VgjRM0NC*1dc89(=rg+cq)d^m8UV>drm>|Lt~uYj1Dwy|)&YmYsipf0w?)H*u*U
z<3b}<6&05gn{;k%%U%8ThqwM-6%|jRUTJf)U3Fz;+cK`NoBK;OU~`)9$EVZdyO`Pe
zI)419`1tv}efP=9>fH+#DD34tu_g2JmD0O+?;dTJuhRhSET1@Gg2K0VceO$1D1nlD
z=e4!b*=xf^I6XW(IyP+DB*e_lCt_XpM&RSek4dMe=_WltH#h6&zS`eiudc4{E_{5f
zlULfT<8V7a=v1|hnU~c--TSZIS8m^qzO%13I^Slw|9mk$J-t_T)n8sHn&sS3NJ>ry
zO(Gvz6}sAGf8Ae~okdT#=)EY4`>;NC_q7Kf@9nFNzH#doSLC##D*_ky%#*G)GB$QS
z+{Sygw)E8%&zzf^T#p<*+Bv`Om*<xJ`*9~W>C7_8Ofq5IS^a(8htHpdC#i6<v$Go(
zJ@NSXxZl3(#*GL;VPR!8-&sr4Sgx)P7w4C=xp1@XnUl4KhR2SbJ2}nG%?-1!=@h=W
zpa{Z-#m{^K_tjLI_UT4%dttk*^!2rs;>xC3R|GykJ1e}q{Jj_`AU;1kyD0nmx>uhJ
zlaIYvGyn6~Z;!h5xjZMiyuP;f=&h~Ut}!ulKx>e;>N&($JY?NlXjAdQ;m6OPE1xPU
zDIGaC*BYcCVt3ivj7v*8&+Rmw((uCj47c&M-{0SNdrj3^`IL=ELZR&KE!9Vl9v%7h
z_4Uzi{e2oKkz&5H&2$TxKE2(3f7R^|-@b_zKR+kh&Mz-k|L0@-471!>zv?z_+9YIM
z_C{k<vRUiG?pN8@*L4Oj_v<{?E6wdW3AD}f$jad5Tk`7vew}{JYXAR#yMM)f{rFLE
z;>3wbzrVdzva^fJxxX*=%j@g@y*u6e<*FWEJQB3Ou2#`=5(h7@=;`VD;_m%&qQAet
zzy3>5)5<Dp$BrEx_x4tIzu))U541ExMMb6K?(XvLoyE_)4jgbOtv@|Y_wudtkB|2s
zT^YRmNROoPm0CA<_t!FyA0O{8whfmG3=Dkr@6=Rn^<}=Z)%avA6!_%rbe^4?tG#E>
zo-1F)^<px<{Fq<=uQD+;RrS!JLq|S6J?)y4v*yR&@Ar?+FidXQx^?S>)JPT<mX4kt
zp2Pln6InqyMOjht-~-n`hg!L>rly~pW4NOi)RTJcbnC|Yx3i?gdVl<=02!DPDR%JS
zL95fnyNaH6UHjiUw;^NO){>V&i*NsWKEJ+4&%W~0l7hlQ!A&~d{dT`R@@H<?VDNSN
z-mkB(OWz3#3Yz5M?H&C8{JC>s{Y#zO`Pi=ie$=gh<*{Yin;91?zW#hRJO9epc7FMF
z+s{l;bl!4q_C6LBB_$`1Nh(at%)D_kjvYVFot~bqczV+eo61e+iq5ufQ}H}>_N?z5
z>vF&4XI2I;Z&|&1^@P;OA3uL~o;l;Q_G$UMJAzM7PZ!^$)4kBS{ngrs0!|&Clhsz9
zKfT%1$TB{ElTP>c`*qRp&D!{6S55Qw@VF3ZSN0~N^yiw$%_Y;))6%;5WUVsh-fmJ+
zVC^iuvLf(RQLX91n>TMhni?K=()8LLP@Y|T^V8R_qT%b~u4+#HT)ODJrQVukGuJ%v
ztH<Weo?~QWbme>TbiG)YtgKb{in_&gFYS6zKP_#hisz!*-{0Kqo8RBtt37G*<lbYT
zQ@*~|&YnAWZLpfYY22}Mp>A$%D`IwTnpGoXUl+6d%u?^^S8h3_r>BF?hMH?+*>7)S
z6O-RG(Kz$h%jNTXj`^f$`Z%mOBVk*$CCYT}q)Cgm>S$_u-ne;_GjiI|7Ea+W>*mj$
zyY}C#*YDrwZ|H1LoRt<G78X{yFF>zLYC_rDTTeCFoK2o@t^51S>U7byq!+)J+M3Uj
zQqIoKp1Z`y`Lj1@Gw|m<wTdk(f|vJAQ1Sfn<A=l^jjA6X7G7IF`MjD!XJ_ZD^?mmL
z|7^baw^!ai&SR2FO>J%Iv`oEcDUqPOXS$>Jyxngf-S3b4?Xz?*&oQpAuV1{sE-fvM
zD?UDc@5z93*Q1}Fn#vpZWUh7jxd*P*RaLtR%F98~ci}=nb79QRBG=WPNsdAj{v7-D
z<fQP!XV279BE`<zexGwNBLChVO&J*(t|<*qYTlXU+(_6EbFTYDue5oVu69qdS!klF
zf_C^ikx43??(Xh;#jjb~e!o);sxG(Z$Infj#d6`+t*DrNH8;O78$P(PG5OWUqeqXv
z)X`tVlJfW0*H@cvZcdlJa||@oHf^?Xdf&OCvmdRktfbbI`gwW=?mz$O^G@#+zBes?
zsZL>GV%OG0GJ8%Ekdxy}PfuU_G%qg?w3V+#;K##u`7e2(Nuls{F^mkL14jD#`qbXX
z|EX6m_ndTLQ>yos_3`%q*@Hcll$1X0IrsPX_mAi8|3CQh^0GzgD-qC8=%=TrnHl`%
z+x4zlqqFuCs5tmLQQ7@jWqmUnZ<EgHtmE&}j~+ex@JOfd1QpI^cK&mpzvbWA(Rg{e
zKd7<(=BDtsZ{Mm;TUuIzhBer>Z?64amXex!@Zv>5S?e;BUFV;joz2X!E_U~_ee>q2
zdJ6se`Z~Qpnwgz1<au02U*EN;ZMnD2JSMg1#qK(A>(;FYW^2~0`S9oSd1sEsW_Erl
zo$HI;`ET5~@gi1CL}ban>HmH{mtUK@apOjCKNr-KVA~$QvnX{-{{4FoKJ7V?zs9{^
z?&#m&-x(cb=Qzph>+6FSOgI>3&0GKJ>FLK;!{bdO@=i=pw0iww^8IA9?Q5gAGciPM
z$zUumFJGKG+dMz-OR1)(P+ZMN*B?KBKGkgd@}=a@@AvyHil6oT`Z;y(+_if4Wp5(p
zZJRDW>v_N=m95FU?bh%AXB870yY*V-G!;+K4n-SV+pl`%Wo2%?Ql<<M|0>muS~xkT
za_%mBd+6+Jb4G^zeLt7oGn&QSuN}S))ce02DJL(#{$BpIHIeha)qi~C`jtt2{cADN
z;K>UntNSNiSl|e1{@%HJH*jxN>6Nw7;-Jx$y;WZgQcsC6oO<Cui`$R)tmWtL-_L(O
z%CsP6PT7kKj7}V--+s*jjZ88$%$*y%PiU2}y5EZL(&l+NTXH6=`SR$2X7d>ye0+R-
z!=_D_BsJBauLV`9RpxnjF6`cW;DEzo@yvPi=5cUvT(E3=^Cky;*p--GOoj=c<?)Wh
zwnq#NQCqVlW7srKS~Ha9$@U(y+Fm*FenfGf&6N#_&WmqnTv-ulx43$jzUL$XF|o9g
zEh_r@`d=;0%#4ES`fuLple6XWoV20%`MH?*>BY~^Fedyd&3yIz`s3sMphf^_rs?EK
z&d^mMj&rR_ubf}MVS~ZeH*>AaxymNEWz0K#;DAF#MTLY;dUA3z8?TfDN8p0zckkYn
zb>ir@fA7);>e)IPhb(PxZ$B7su)E~tqJOj2=dZXuC*IG_&aU!Sz2h}qty$c{$)FK{
z4I2zV#~7LC-wR2%t^2lY;;dP#w*H%IU9R96)YupK+51B)xA=$O@At3nU%q_#>a9_r
z-TuE;C&sC$s;>OLch8=lX<xs6Gu!dz+S=$>wa(8y?ps#>`LXfd+oxjPYI2G#*9<`l
zHyg~BYFF{JIv?$~^XiwAn?9L-%6S`}IQKRv)mjQa=MvSDxa*d8x_Ggr{xX~6qS|3s
zD*NV7y`OAmezsagf4z6IbJ*-pKTBU;QU#@f$!flbI)&9I%$+-T`T6ySrc9Z_;yKBu
z?w;vuiJ+i)<x0*x*Ut-26#{jouC0w$^b~q`XJ_(;olbtU&2kU@`T6<bg9iz19J<Qe
zH@-SQ*Sh`T;dW(hZEnzk8|Ha3pz+&=28JCwcC2`<AG<3g_n%5vg4>f19||g}s~=xm
z8y&H$L^H1Hr7FV#fBU~J)!*Mey|v_Eh^4;EC$G<{?_a*`+*|#9R*f9b*~t^`M-;{7
z@JJdRd6JgDZQHh=x8|?pD$4U-y{XL4Wc^vcxmFK1pSRQg@U7_gAEqf$Z;u>tDUDka
zx3@~s!a_n+D<oh)dyBxUZC#H(zm80O3(ZSapb_<`s9ERM$F^}Oe)#av8FVgN?XNF^
z^5<{f`}XVWYYr|hBg?k*>u0sku8(Bca!cp+=NA_j+vLa3Pdz<N(b!n{+O=ypw&%~k
zwd_aavAU(7zkE4zb94IV(lb)mu3ZC7ZKR!_*UKwy_TcsU{cVdED^Jsl<#NcpcXeCt
z?V4Qc=j&I@Qmbl{h+dZ&G;z|Trl_r1qCb?Bw?~+ys(4<?S~d0aJ^`k!+1K>~WLQ7G
z*|`=p*|}+%On%@g$=7dhZ|^-;_50gfrnjf>-jy}ayJPTjM*f{03qQ+D50R6T1D%R@
z>GI{XpLW@lzmow?=z2~9Z7uMbYZaPrnLIzf)$_8-sVmQ8H}eH%9#xA7d9^lXr%=PC
zFPUd&neMz-Q(MdU!tC&=n_(8u-)vvT!NU_WyZmWsEJHzIVc>iF+vk;*gQ6?btUTFo
zt`#c-2PdcDj2Z_2-}WySTc%Ifk3Y8m|G(MqBTUY203AvT3W8TxSKrv2&adJL+MoYv
z@7=1euU3Bl|L3#+;?!Q<{0j>h86KRRtnPNceWhO9o{TS*`--1~&LL!ED1Ch`RDS!$
zji4;7&~l)WnVn0<-BIM)PSbX)(pM|KCnqQOPSbtyIeL3uEQg|ixOn=P<1M$h=da$p
z@Oe#Nw{-C2T;Kg|i{1NIon`5s^z1Wt!$n4wqG~(t)yJGZ%f#)excDNyBrQ$t(c{O8
zo<SSy?sal?adJ$}0=FCz?(QykKR?g5cyH<Zd$LX(e}27QAGQBZdrJ#wy|ELAPTZaw
z3BPM=O%@ArDhdb-Pkw$e?9_Dq^=byk_8DAX6B(RwmcvAx^H^5My7>L;`tlb0S5)k%
zs(*K9=g+>SZoN`j&;Ks<o}Tpc)6=Z#cTFk^c6N3ge0*&JOwwjK2PUigf0<VO=ZE37
z_3`-y)(;;(eARktPvz%Nvi)rWPWkpKy-U5PuR8yE^H%%2yGofE=Gaz?ReyV<S)lXt
z>V`z;t!a**l^g8B*T)@wcX#($(P?qLQl>$_1=dDwJ(aLCdV5~t^>wkVx28Y)xvT!a
zomuX!lnr+t9qs0|JASk??TLl+ds*JIuZ=7%BiHWL@v@vOlRQ6>TTI7b*W5YEkDr$H
z9Lt#Jtk`n#@%;^n%#$Wh-g-?@t9M32z{+hkKa0M4?{V*!Q(L=ObNbx5YfBB4JcaJn
z|F2~@<q`S!*H>pZx3+t^9Ev5gWP4?;#Wv|Ub2OUYt6&aaA7?7jyf1auLe1?tH=DY}
z^<U|L#-{9ky;$t@`>0>=>yOvt>mOcN=xlX5I5=2PP%v@J;*8m5xfeDhI&&y~_<B8F
zdT)onmzUA5wTjMd4jhete}8}cdi{PjhAlZag+f<_7=E4bMar(mf??^+!!rz%zf6-f
z&6*PC{yCkMmG$A*>+$UZOxf4hoi*k3^zk`zYioAzw3&9bR_Es1umAjGrg6G}q$H<<
z=YqJppQ&q~D!ccAHqx{RfOdKN&9}=fu?IIZFP42eeeIeUGdo|4023!C=c^NLmZ_<!
zpz|Qu?z=xrN>6XE`}@n0qtX8VpWxcsrz$N6HY6VA()xAb3~Vhxi6EDTvxc>ml@mv!
zVe+vDx3*?mrS{2Mx6L$8XJP;?&pV~PUL<3_tEce+m%PJ!zrDX7|CcfS&5eyW_Sf&f
z_=%lQ=0tezMz?cO(Y4Ai7`;9%d?}ydagNbMFJ{Mt_Z4xKPenskg>X7?oS9+h{J#3#
z{rdl*`;%p4Wx1E;O9yTY4H51U5M>ATv?r-_c8O}w+T&MN1{$oMG$A$e%Ia|c^vK`e
z-d>%Vk$r8A=Dt6lyg|Dc1?A=S%ii2jwEOi!Sx`hoWtrdHRh!@X+x>Kjy?*wrug^T2
zNYI{gB}GL?&`8~x+2;PBiI^>Uccaqp#_ld#IXU3x&!3&D-qSjE?6BCFf8XxoMR)nm
zPft&S#yuWBeVTg7rDdn@s;|%I*JqtQB`YZjn)6rhld)8Kc7DEo)|C~CDUo7lXPFxB
zI%}MMZpG%M-jh^zmA}_R9<X?Ib+zmNe}7vyZ{B=yMo@6@Rmpv(zoYk7ZM~Rm;F^}U
z%qn`fisz!><$j=X5+yx7KhRjkT+N-HlhxePo&3GLgs!d*4}Y9}aZzi;rj$;Lk{1&?
z`uoK%UcC6|^Lcym+}qnk!@|NIeZ3xk{ifULX}YaCr<F9|gA^ZME}!4!+|Jht!ZVH2
zyFNWVy}B^x-k!+!hPk)4ct%7<a(Yf`X>M+ou&dc|V^`_wj_z(@(BOdmzaNVw?CbWd
zh}ybpf{G`of1myL(5xSz><Jo^cy6Yo1Uf=57&NZ3HT!xOXs{r1+SYSx7j|-_MxHBG
zI@EMz)|4qKH8nL?B7T2;t&Ti0!L7eX0WvZX`hEKS&JWMd&tLy;dD77?&?w!b6BCsm
z_1pgw2wv_d3K|7kvedf#oz5mue^OXbFK$mntX<WY3_)pW?SKD%=YRZuzy7t&^maa3
zAwE7nr)jC6QO#f9-fElW-O&Jz8_lo(r@1Zft`=w>AaH%0t)l0oAKz~0mwsD*bNasX
z*V8k%DSJ+Oadq|dj;=1DjT<+DVgj^c%W0Cz+VlFgw|zW41C#TvteALXb9%o;{l7g`
zJ(lYFXWz!;-rpDdw?-p;-JBVAwYz>i?zcbk@NoN4@%S1=(BX4m|9{{A|K;7bmB;hn
z*gA*E7%(mjdj0)=eYpLac7FMJ%S-=%p8sEBj;y(<Y3P?XH-k@XT2nXErrP)$E2t@%
zn4O(n5?jmJA>h;_WqRsC9WyiY(VLsoT|q;wDk~3gb_kqWbF1x}`sqy)=6Q2GZ})U}
z3xi6WiZipi*WO8zGE8a-3z{-*+O*e(GeDaXlq@W6JSZ%Cb;a||&CSO%n3P(Kg3G$a
zbc<?pPi)d@<B?pnx$azd+x+@}krvk0uVe4ux^?S?&r2r`K~Ygv8(Z7ndBu^_Ktqf-
zc9*ZewySdQ0n;y4!cHB*%l%ez?%ns7U(Uwj`t=DbjTefWTuVOQ$C;m>zj$Na|G(c~
z{okH<*Jzi0a@x5$nrqgs<$ZVh;6cYVQCq#<?`o|)v-9NJMZX>%ZeJ9&HH*!D^1RX?
zA0EcobDO-MI8{6R)tdR!SyU7i9YO78o8t=?E_`&XS9)h&@t+?b+3sJqwC66e4tL_%
zm~@oObfMvwx;duV(++<9JgGsV>b!s`d+I*UYm43cKYTnczc_fg--iz$8gx#x-Hw}Y
zTP-GQUDndw&23|2b76hFeY3E*ZsaD=RB>B#Gc)LDkF)0YMV=;3kkbxd7vjF})xEvd
z^RB(Uw|94x?*BKh58k^c_xjq}!=R%z%<tC-hprB5UA$QN&6_t5-oNk9ySodto!a=u
zoafE_b_ZTwUT&CmMdQlqaQ=1R3CYIk)5W8<<#b9Kr%BZCf|i}H4qxx~`PtcruU>Jv
zySram70L~|dLbuAC+pf8P6jvkKStZ$M9SCwPy|i?etUcS@ZGzzWo2a_K7V%Zm$TiF
zeqQd(EYs6Va?LU>Fg!mu7qmIM)hzcGXjQYBnOQ+$q2u3QUq4=p&R4XulKS`WpWEY$
zK1!ONLRH`2@mgD3PwrDTx3jbB=<f$@`EIKE`U=z+&dbZI`1kYq#)N}RfBt+vzhUFX
zlV2_N?g3BXySTb8^q+4Bns1ylXHG(PHn+aM{+=I?x<MO>l9G}(WL#9*dt2cD{ge&C
z%l#~>zG#4s&TMF408NA4zAbHA_2t0({r~#{7rRN?E(7h^dUUiKbQUz|XuK{_?L*hD
ziS_mMt%%yHb?ETnk4MGhA3QqRopEtd>$zW*m2)Muqj#6(f_Ak&KGy3T5Fqg8?c2bG
zPOMw<?n-4}TLW5o?|UmgaqqI;scYl++ku7(43m#Z^n5+o%%1i0&l%gr9}lw2gD&cD
zZs&9T`s(V#7cV%{)6=i4i<Jg#$Gf>XeXHBU)29nXmgK};2d#iT*bE*Z1}X6K^Q(G(
z;{xbBuz$Z^>+8hq5QyDf=KA#1)Wr03c6N65AHRPuc5debP3oMRXPaFTRu$aR(xRZK
z$e6$XuNe~)6DYj+`T1?W-zf&2v|jk*L*nFT3qXggf#&5*vaf+of(5PqQt^yhES&YE
zY~B5u&%SePtHW&L&z(D0P*URZ_0?6woErv5jvr6Hv!jsJDla%$ag&NChcQo0Y)|a2
z63)iP#uY(JxmJa(?b=)YJ?Z78r7y0ppC7h!b@+PFBGA0NJPFGpm7t&?&?dN$l|iha
zwZL1yUKZ>H6<mowK0K`W`}I0#kpt-LY3;Bz2i8PxzVdCZ%arnNas6W(5)UhQ3h~L?
z#XN{y**!aKZIqk=tPwj=BJ|I2z=;L#77OguSB^~2}S!R{+T``9%<e{KM^1I+X8
zfDYkKN>0AGqcC~z)3h@)8n0XlQBhG@Q1tW^L&LFNY0%VN#I~H7Rz4X~QBrFD^Ljpf
zC|DD{osR)@rcFv}YT~aiFD1-!A{y&Vm9<WThYU_ln6^~+=YmK2y1Km4+j1IJJTq=>
zS-JGEqLS9eQ#HamzL%%p$+@+~bFJRBjLXY-o0^)oxPANicKiJaQ>L^CD!XN@{XhTz
zA9j9uyCdJ;-saY?SY(uPe_t)=pi~vlAoq1jT0Y0zicXz7ckFil{<UVibx(Xa@8Xgg
zJ99mw;nA(x*9%@>)7`s&hgs$&7SMsC|NHy<*%$OQ&JRA^#;bVR2(%PKP%v-{qwrKA
zP>*G@x_`l^C!U}M2n-EfqT175J=DCJcDo34ScS5C--BNBdk2co+k);ZS+Z=|qaPn1
zM{LOueDvs%f~U}}t=a8<bFCt+Vw4sMb#r!bntZl=BEuhZ`1o;lPfyPiCr*I2^sbBF
z585+PQB{>Sb@RrJjqUC2_YCiMdhCC8cJ|{>Pfx%4KS|}`?EHP2Th2W{8YuaGT6$sn
z`FTe{Cl7w!vCR3sxBlK1)9h;z3PwtcE;Vy@a0UejGdjF??N6I_<;s;1&_*LuQ_*eP
zwpDFU&d*<;*WFR1e%eUIv#GnA`_<Le?Vgj>7A7C>o5r`=qwtB;>6sRVN?F&|fL7(I
zsHr{r_VzZ&o$c-Hpfx3+_W0haubWC{xVWgw2@42YSXeML+><OYH8#&a1zK@oYa9E%
z4778p=oe`1@b0p=P7V$Y7mHj{j~?rlE|u%<?%wR6^6cZ!=kr&8_x@Zcmj3qkcK6@k
z-ty`_|Lo+la^*@7A0L-?KG~9}Jrgo#G|X_g{Kf0Ci1zZ=*VluJQ!_KOteb1r=-k;^
z?Eczy=ERAOyUX7%3R>#L_I-2q^>s}B)qbF<f7kr0t3utLzg9dvqhZE^pru|b0v0m$
z$=R;j{N}_&We#56(Et3rysZLE?)`FCv$Q@vpI@(JZ5_S(&1NPhCI$`t7Y`mhIAqOm
z$*Af}#+kX+*DobbiL%-6+W&k<#>YQmw(}k@I{G<!%egt0&HHM9uezQ)rQFBC=gQvd
z@--0~LHl?^+aLXXIz7JN-=E60lIx?l=kb=8mxIpd)n<&`kia-+&YTNNy~Ue<UohFt
z#mDCs5fLFM%eiycu1|l&6zAPvbi6obOGRC`-1)+bkA9l+n@vA&ucp8N+OYxJP#nHK
zj+G(j?k>^)|9<N;JlOyLuYOES4CqkYoI5)Nb)&b1q&v+wPUmxSa@umNdHeS5pnWtS
z&so0*?fQIiVIebURqWN(;mSrvLQhXm-+n|9yuw73+sA?7%uHi<*;m1nRC4a^k(_Ow
z&&IIl=d;-bg@vHgosyE0KHRH*pLnQ+bHmoHuGiPaf>tMO{oj7<!^6X%brI+7|I2_5
zPn|zs9<-9V{C@5AH^<#T5fU=TfRVA_<0IF}r&!t9vwf{H&OA8SY*_K(K~sw>Si!3k
z)A$-r+^PEhF88H?mnnKEEPdoBG^cF)4bTzAhue4srKL}wO9p8?DzN@KSD&c@i0y*5
z5(d0(#(+@~v|2`Kb0QPy{s|YCw8Jd0m5iJm#4V{AHHh%CBRYnWhuo24#}*|Y?*r|K
z-&yn&be)Hcb(v58&CTiO!QzF5jqUC1zrMb1w=RD-!!ik!0v0_wdg~J76p_NhLeNUh
zKY#y%_DzGTsegZdX58GQ3OZ&|$~0?5>iW37U1?`$9XxxMcYfV3O=$Hy$EH#UT>YB*
zTZ59#RNp;9W*6J#>p0xq-DRvwIG&!K&d%`V<z;q9N5>f!g-T{QHx^8rYnaRy6dVlN
z`gdxoHZy~id0tQ1+gqTsEJ54BUHckAi)v3?y1{bV1#~1jXbpgxJVU_7B-bq&7eQyM
zRs8v}@z;-KzOyfE%?>yH$<SbydrLt>gX8t}_2$`k!0G-dr?7yqZRIBxK0ZFHerqc$
zC0korb^m!R3^BXQc(>=>bz1D!TXG6i>wWzA(N#_x<o>|Iqbx^UOtY^YS?JuZ&=Mej
z`oxI?4-dC9YW%fhc<}4%YX$~+dHK1yKYsjB(A4CVl$1>Cm;rL^iXVwgNs9!P-5&h;
z`5APIGN>S&tnUBltoi*Tz0&3k3@cZzjH-Y8=1s}A#QgmAp>1GYYe2fT->U+(nvcvf
z%??=ZC)?7}0%|gX7X2_BxOr2O;YwPR|2&(EH{GJ5W`#+Dqis{$;)JIMzr4I`SoS6Y
z)S6tkZrzID<$P+svsf57xVV@;Y<W3#nP!;Z_4V=XyLVgX<mB|cOaJoXVnJ!?)v7h1
zEuD9FmnX`wfjm7k;p{Bah|Oue*OE`3JSo<-?8^j~bAG&2(tT%{90ct;dU;9pt0Cwh
z%B-tg+1J-y)rwvnru*aP&&2cdY^%15ii@|m@k%S1nTaJPCb~+QgUoy?3o3$qH*h7~
z-Bk)|MT7S4f35ib?yjJy=+ZJD_J;VnpRCW%&j$?}o|RPt=?UC;P%T0YbW-y&-`Q=T
z&cflt%<TMfM>eINzOb`6{m=LP|F3FU7d~=<7V1Y%OjHI92wN6EQ&3T1VP@mmaE4I;
zWRxhgkAqLh&Z5+a=;-8gb1XePJslGg6qJ;e4XeInoY++6I%)lSeXND|oS5JBU^Aws
zfy~&N75e7J#=}oO9XxojQp+Edv_ix-@Q)UfbS&F&1okfu#+ZFPcXlMc^yu&s&Gu$@
zaB*=-DV#a;z|GALPD}#w>;L$AFie`%;5D^@Tb!Y~+S}bTL<?N^E!y<-q4R?ug>PLR
zAK`p(QaH6TLE*vzMuRMo2k-fLq*!YH+ZrUbq&`;DQUxs^6%2e?`nauZk)S;PpTFBL
z?KyRfZACCU2QTZdZ=sX=etm8H^mOa?joIP`*<uDM90}RkGaoBxxk7ZFoIaQL&)4Z?
zizZHBxU*-aj()hGr-@Z*kWlZ1fCXi_mxa1Ig&V8BHcZuSJlNd*&7$KJ19%N<$fhOB
znAH8V)TNI1Gxy7Bp02H(s*-%eK=oqA1qKcd1{KZv->aj=E8dzWJo8ylUw>fMbblAt
zgXN&KD;i(^{?)atIkwy>sf?R=SlG2ak7cjd>~!<sc<?gvN1@Lw7Ly!~HPP%}UIzcT
zt*+$^cIw2ZoQx`Julk(6zTbbU$lYCaXU07l3Ckc)t5?@pWn|6>$45w9*lBE#%ywb-
z_DO#P0{4N#Qt7joKl`~k7yV3xgc_ctr0$$PJ!tmD<^7W~TH2Vdu4WDko7P+XDdj<{
zc!Tfk202?DY3@MIW8n6N&*ZslzijsK49w$~e^wWN|G&6ClceM+v+OGYlX^csp8xIo
ziinGwj%S|ue4aV?7Q_4+rjqyb{@ba#q{@I6{4TnrrTzNl(fu2j9JrD?%kN&BhtPvJ
zJUe#S?9KeQKIG-g+Osy&UtekdpRO`loq25(<L&LtvAd(Jq!tNvf?7F&o=PkQf2|7M
z%(#^E@`>kzd$xZ$owHVb%ssg&Z_$FC@1HNPpSf?-tlxcoOZSH@aOHk*RD5dG1ie_V
z{~v`!8NrcsG&D`E;NPAy`_2}Y2j6m2D|Z%o={mJ?ojT#aOpR;Se_5Fd#<}5>SZaPK
zUf8HCAj`WYJN;!xhnEaQx1(2=(R5d*Lzi#$3adA4F-fhQs^ul$DX2WJ?995LR?ZgH
zE&2Q=Sxc@o889lIGFDTl{P6vLJ!q?)MZp6G(7D*}-}i&gq?WZ7<FjmIw5k54<JK$H
z%FNCOI`}GfSII%~_!`FZizKGc>FDqhQ*6k-UXpG4?_YFeUh?8I7i6WlTwFBjot+rW
z%}*cm_4k}~N&Lyw@P^voQx-OMo=EX=@BtlOX_9wG0yL)b{cicgcklX|+4&zm?zeY~
ziIFkOzsJL{qw1^HEYoZ@b93{WUoV$?czPaub8~ayrzf5=mPIVr=Gac{Sn=k>35IiX
zt7oNTWSPCY6F6<U{(2RO*xhz(uX6CQ<>cy0n?KdFiOKx;?WFpFcXy}twXJY@cy&W(
z*qVq&c7C}B4-Pi32wg4406L=i#Hmw<PEFOGIA;z|cz8JI++R=^$-~3p>8YuV4879k
zZoA9gZpgW5#3N~RWKz4Mi;L^igU!o*SD0*{tlp^ZKjmp-qnGb7>-RRkW`F+PY+1Er
zQtDE%CE@xHJ|sTa`CLa<FtGC=%Ms9>hYSq*`ub~+Ylp4jh@6)A`~Uv1+*?~XV|SN@
zPUdHT_Qf~U{jCDUrs`aQ15>qk`L6i)(;XhVUtTZ&vo=0{<=X|9mR6T9Nb^lC`?5A#
zSC$uI1!&Y^P2^^Sj0*}rbFD<><m5o{DyA3HF;Uqaw8Z%Oy4b^OqqkpJ5vV-(>ui(E
zCRyvU2!$dgrBmB`cv6qOn{#%#kWj-CmDHWHXB*8wdRpIp?bQ{b-M%YMacOHOJaSo3
zU;ngJP$~<Q=2+Ae)Lva!$PDVIpE%)>^Y?$erHbdFC7zQFa&MV19QgYBIwOOfot@R|
z-|*JWhK(By;~%)VOxZm}<iV%Z2bWZr8t+iMXi>`L;U9h~WbLY$gg&XSCO1EPO%-0X
zNl%GshLP(^)|(p+Ub-kSmBYv36X^6O-KZ@N{c^Ss-o5L4dwV<R*vu6X8<jxY60iK9
z|Ka4hbAIWu)z#Gu4p~`Rpln?%#I&RGb7oWF%SrG4R)3#2ZTr?xEAjSL#%4Cnzh<wl
zv&Y2hmh*(vL`E|Ut1;y7Wu0TUwkN^O#m$h>@Zznl*`VPi(7EkdyvMcI?`c}IMyE&K
zUT$yo_ptUywToUB%y7Q-zyI;P;vI2HN?I&0UwX~waXxwU>1luKCgz68la1=#rfNA{
zUgo9#NGo&--^0*V3{$l<eX~1!uCA9i$dxiER@+dtbm?M6t#30LW@H>}V&&lGzML6%
zb#1gc=qjy`A3wf&5ix67gk|jhI@x#c-l<)!>yfjST6g}>rE9y(^S`{iyPLt?!6n2=
zRb6`h-W_$ZE1zEY@TqE6LQ9Ly-u0dackbNC>EfC`SJohJ&Lx}tQz8qZOugM*T2s)Q
zX$ee8i)NeWAG&)t_W8%29v%+G2{UJQdQH_@=+w$(QT1ho-%e%sK7}hs&Se%qKj#_|
z5z&~erlj?4)8<BL^DpWWv-Vr=f3tQiqrJWAL=LW?w1wwp#{BrnxF%E0Tf)fYCA(3v
z+J=gaOBXM6TJ)a%!HyjkCOJ1QI0;VW^KtMI5fN#zt^W4l{r>-MUte9ldK`2>khZq=
zmG$xR3>Wrd>-P6Z8Xr^IC@dK1<96)w5vTaKNB94?d;5f!K~K*=TPLn2@a2Qq#s^nK
zOgy`IMMY5o!?C{5U(GdNCVrZws<c-{vFKX#WX0d#-@AhjfO_|?ul!ymyPTZdjcvKo
zWp8h_f=2Bg9%^NnB6<1np+gT|z3Q5%?5?D$%3A#F4Cq{)J{ilTEu7QT7Weh`rt)$K
zPPO5evyok8W*1j3qUqqNFfUhV>Cfn;U6(G-KD&6ulByp8m9pR8@z#9qUAlOo(xKN|
zo054uI%k<?x7q*u!5qBI=U@{nH)zj43mcn~k&)2*{r~qxox6Tr+|bal;{D$5pktJ7
z+`0u?Itv;ecHghG=#nGH()+DyColZjTi_U(m%ZBO$Z|<nEsGzSpEYb3vj|O<I(P2C
zi;D-;=QB)JW2|a>s;;D_P<d%Zpt6gr>(eMb3yT?(`Gf*rPMFI2=j-*$D$bJ&?(AEu
zqaPnPlV8~;X66KalMqjfAI;oTL*MV?J~MOi9lQT`E?pE5^#*N*@t8P^YmUXj*wux9
zEI$0$xarP$e@~+}{`y%tAuA851-n@8+@<AtLOh;9zJ?)WMZ(LDjxJeH!IpaQ?(SV%
zrP9x9Ee?u|WZasi>FL%l=b!%f+lLJ$S6oyNpO|>y&dvjSDo>q=a9PsI$srh+sm3y4
z#){b0g7WKq?yxiT^__~5)Q!?8mS}0y`fF}6MK|zYWfhaM8$*2k+Mb@L&(c7aiK;2M
zgp_eEG%-ANCPZ(?{Jl4COj+~HRZ{Z6%geV;x;Y)XTxqgr&y=WMyV`kX3s=R>J$y?@
zwDtSFV4(@?_lLDTRaFud7EsdKt>(vK_xH+&qR6^gJvVN@_75t$$F;a;Yp48aemRYk
z!RMlS=Q!UBTfa_4^6@dvPPb;ZQvy3wH5V#rozx0rY2yo>mDnq{_DrF(3&V^CfxyVE
z6&okj_{`@kdAFwIfS)hxrAzbfnU|c7eD*PUseS9lqRN?hCvV-Vn3R;w{pauYBIbE~
zmA4l(8a>I)SaE4dm$<ddwD13ZA2`%{po#TVKcfpv11E>zRM+Zn4Eg)l-cj?_x)sH!
zI3<cRSa{Z*Q%jaI#_ldU5xr>Af%E(l76Fod-{+Q3u?u%O!qU=lYQ|*ssT1ek+8%x@
zO}uonif548{mq+$pPf-yv?=vZMZ!s;go{e4B|1t?IWHMHI?g=%Rl0O%XoA9qytyy`
z>UMN|TAdY|`k?*19rHY!jU^^7N0~suB`s$gl=k}EDW*k>Zn!sfoJl{#@|1l->S-NW
z&cKZaSXw%~_OH=dP@ezbj%C8{vIEzzUlJ4yj0{>Wc46~!qYtibZA%v`Zn6MH-LGEB
z#VT^IuW8C|@9a2}`^Y6V=z@IRh7uJQvEv|fwy)pMw(n2S&)YjUFI}v-Xw#~?+6Pak
zH=giV8a8bOPcoB}%hK!Hau2KsJk@hV*)76KN=fUrnm^mWU)(n~9K1A9AW{V6-nmK1
zjpp|P>I&!B-o8{S>Qx0>3vf|Dkg->aQP!GiehpJfdbE|4Qa5OLYw7u?r%$ESmcC|M
z9mZ&6|Egofj2SkP7NuM_HXQ|-%CmoJ=ZX?fKek;ZjBnmHu8p?*Y#=DAufLCDOU}wG
zO&p0YGdgsdK#?XVDS6=adglNCR`*mreVhBTqobpw_J^W?IQyGBnJ+z{s`#83{{Q6v
za6A9NGGB+cx2E-Vba?C!Tift_KKnBNbX|_Ao<0s8D@uO6F;2Ls^z_=UtxFdxDjE4q
znzB!UonOm-mcUd)kb)=C`{jN-V1CM7dw{{)-PvWzZojz=8w{4}a|B9)2J5`G+5cns
z^_5vksUh>Sjx4X>#7vW|3j6=E$yg-3%;-4N1#)qWxSq!68k0<>n*V!0wfeb)1nv1_
z6tJ8x+i}GiP}ryj2MJx+Y5d?BTh2Y68#g1ZK(ieaQxh(!q?)W*?5-=zJMpFgqvE1T
z&rb?JxEelH<;nB;jQsrG?w}2kw$)6gSq#Q$5mrKwfkf4Afddm14?H}4z~7$n>gs5a
zX@53vVp8)9u{-ZKXG4jJOWHwDN|>e@+z`6D;pyqAlC7N`Uc2mS8?-_rxSdkjKrw7N
zO+VaiS62@UXjI+A#ijM|F*ixCn!i;K?pS)eJBK{+a$z#czNQnix9aMpM1hH_f4@l^
zlxP@KZ208r>k=}HM~36a4+i7(C@Y~wO5sXE6F|fHUQ@L)?(Q-L-3~Wpiimf+i_5c;
zXFMNnWjmancA$w>CU1I&m%O!g!X1mHoiC4egBqY7Q#)9mTw3Z4Iu;ysWJ|?|1kmoQ
z{5>DpK$Dqk*64V*ySuo)yr#RrTl~Ov@f#Z)Ggmpdgh=tqa_!j7JijjMrAJ3sNT-K`
zR`|M}@AvCLH~w1G{jvD>`~Lq&7Zy5m@bkC#_w$1`yvf+r+_;n|6qxAk%et#H_+Q?A
zz8$-wKmoYu@e7U~NoJi`u9%%kFEcv2d^$ZGidIE$*8?3Ca^#51kt0Vy`;I|-^WrKV
zvVt~KP4>3~ojs!?t0pKKQfBty+3ZsrrUV8y?BBmsSxHH&O4*I!+_?j9ZcgiKS#e^@
z4i*-MOP4NfD0>@K^X+Cjs6Jh@X3d3_!RnxukC&JGyKl|9x}oxOns>XW3#(zB&4x_j
z4OONWHY^0ETz+x!gew{kcE4|sHrJ8m4V<W9$k`#l1Uic6|G&Qv-@fhb=->bixy`Tr
zCb=$VXVZ!m8ld%qot>Q-H#R69>yb=;IiXWyznC7&vonm(&auYT-Mn;BKyc>u-S4&j
z-re`((4~n2qMbq$8$gYysoLRg%l+nlIIX|`0cg)yr?9$!v~+jiVz+~*PkZaWe*Cx@
zbl;Mp;l(0G;lO`yZ!rFOZhuPr!-<L0`r0~9{JC?dq5K}>v-9ll?rkkGacN!WqN30(
zrt37@EO$fkbH6{o-|wGcnl1L~%F5&oe?ap{OTDMhGIUbX5;@+-Xj`qdIPUD+?3WoG
z9Xjb>G8{M_oYvQs<qTZ7d0Pp?GSIcbbLPzP(UTVtXlQ6?Sj64Y!FB)YYOhCvB1^vf
z-mqy?iHnQNwBUtIAHLl_5FW3ooLng4pylf2!g~TVsrKhbVe@JKITnr8-`~wNR8rCk
z(bROfzOF$>TRG0s8kC)sPD@*hd3ZDL`*{o$D661>a=4Axc*mc$+wUE^u`&6qgrK14
ztTR3jdd(ZS#i#7FtEthE6%-8o_~0=!kK`f~&)OdsKy89qLK7Q6tMp!6TRZ#U(}xcq
zcJ%d`CA+wUXtV@a&3b=}HRle;mDQl$YDd@f!p99yQXbU*-&~^N(z?t=MPYmX{kG-H
zmmhp8Cnq<jX2J@US?2zdPg4&vEvT&q6;~mDe*9+s`&(OBc-b;gkJ~9wNk~9mUjE4O
z<I*v5($b*)qBB5#+;DdG)V`^Yk25>BM_EZJEqe62nZM!o_C{52Pz|(DLy+?Xs1dK~
zJuTt&wY65Kx8>YyTIxOh(be$ytqv(JQ}o^Y7;1kptl!V);s!BbZB?m)64MM*ZV&(M
zB_=McVM=We=NhGQEn2+z<Ez!{l~hz%N?%`NWtd}ADRjI~*14d-V42_CtcMz%CsaB+
z9V#pYq_}jVm-W=Ry0{$kox$+u1M`NY)=P$SSFmUc-v6_1-8#_BDrjoAr-uhL5-Dw-
z=i=tZX7}fVvy5Gh1Ze)KWQNO>*}uOxo|`*0v21$|ql^qV4o(K_HoLIb+MsxuQI$d<
zXP8o!1H*xnCpm+c`=$E2M^2u*w&p@wip0O{oSFOfhlMrt_7-j4cJ6k3ZU0B{n#)U;
zYsb$s&tqWc*P5IoC^+$@nlF=-3B$EDjQ46TU%DvpG`iE%VTFX356iwEOckG&6bLcb
zzD`Mx{-sf@?pf&{^=Z<FAHSGNUu$jG3iV1mq}*b(`2D}X4kac5o0owLhDs;rscLH`
zPV|~Dpsnrg?lMJRRgKZp+xu|8{XfuJGZl4p<=->8gFPp0Xj$w$<NEgdOx@zlrLSJ>
zf3R&UtBfr7`$u~WPDMmBM@F)GcXh3LbGUt1>ZQw5UGyy@EuWt|ck1W5@b{TPLF?rn
zJWahg-D#bYa^q6(#;Mwk&(7+~@(Ko?G|d#cutjr2=47J@?17viN<tI7r|T^YT^$CR
z0{!{vDX7z5US1BG@{5d&{P5*V%jV6Smmb!s{`Q8k>Pvvtk-&?BOgpMXEh>X{&b44X
za+Gm(7-MFp*Gw+ad1}hD_Lsh5(9@gND;qG2%V!>s&s?rAZ^60QYuodA%(u2O+x>LO
zycQ*teRSm+Z9&cxzu)igfAS;+G?4*XC^LP!IOwiP@%S3S_}Z_c`+h!?esgQ<=}U>z
zbj|abj`wMPwg|X5NoA?zwDtNIHa@<5eDkITZt;0)s_OnsyUUsH*L>dcGHR;UuC1!3
z*-T|+&pK=W*CiZaNEKSkZ*OwmuCv2y_sPj0>)+h1tnf+y&Hmy2%r}ai0^YL}G<t7s
zUvaBkD{1ZCj<supyg%N$t+ndgs&DGwrrlb-WaA#Uj5kg~`Kwn<yC$?z*m1(sKmT^5
zN_x(iaAxMr8vE;}(=DE#nPY9J_T29LUmJ5NGZrVOh6aYUixp3qb$d8`dvmk-U^DyS
z^XK`u=ig^zSh0$Wot+(2*e>^<51Pi@n0wo-SNW{7lk?N_X=k_eD(i3F$are%WcTBJ
znYZO_na<5I^zo_tBe<jF<cG?a?%rBqEM8Mj-K=`FIlb}Q+s0j`jYqpxCn_l|3ctRf
z(Po+7R7=G_HLBdnf}AG~xAQ-I{Fs>mbnxyXjSk<Ho$R0~kRB;huf;DuY3z;Di?X%d
z+SfAg=?e{E(bZw5cjTnG|9o_h3i|Z>y^-Rd%piVsb<Nve_ED2Q<<GerpJ$%WlzZ#M
zohkF{CjE49ahX!A=EoAXWy1aAx=|Ujyn)*yT$q9uxp2nptC3^?EoRZz*9Q$!$<Dv`
z)wcANh>Wc4RvyFrz|fxuUSD#3?V(|P=T5`+`_tUHLZ=q(nzBSi)$ry9#)=;SeVP#l
z$w5IIl_rF~pX=VA^5pS7+Xp8E58So=zTaGF(Vk_I#s|*x|9HebQ}|Gzz$OK;i4CAl
z?a|xwjxL{H$HnmC_I7>Hf>6+kfRiUrMr_Rz1#NmRoKksWrm>OcuFB%I$_vAnYB+36
z`sDHd{meN$e?Ipo1__C&Ee+A+-4Ha5-EaPsAHSIX{$>^wJg|PhSERV0;8Ppdi91Vk
zZ!`V=c5;q@5_h5?=ZPB|lMCP6Ftn-rBf-bVCt+V_1FD04XPX^7c8m?QnCZ^W;;nqf
z?=QSwx}@#&$|(K0d>X-Sa&K=f&8`2$^5e7r;h(Cr%@{YQEtOrYao||*rXX%X!Kd@g
zavQWlQ}j55L4Mm<7TqbN3TiP}*u?HUe(|E9_jJ9Zp!5DeKl5D^vr}l@x^+9{+!GQM
zN~~g+@k>ifA31VliCp!wGm=}fu5#(=>1l+l5UBe8u6MS1{<EqcwT0KcCH?o+M7cXH
zOUu_+mb<&#JHP)y!h=6Qw-l{j>fJckIyKWnN$FH<mr}7~+52hd6O_0UzbPy5%iFnp
zd~_5vDb^!r8+ADXbis~E{jxV6p`m;J|NE^GyUWC8zTb(yzCO3VzrKP7GbN4F6!i4?
zHm99EbaJw~pqw0EboA!`8`E_a9lf%T^<K6TGE&#mGkSC|kY7pZ@~azy8u4*%j!sTn
z`r1xtq}8jwdGiKzywnrp=G||%W?y%Eo36KkPtK;JonL-Y`uTY)Z-eHte*CDIV^PQy
z7Z(TK$Fs2V^RtMZMXGE(5($@f6knOBd}-tC&-NW19b1-P_ALJrx3^)1#)2r*waQ9W
zirpFqLHD4V<=$cm4c*G8+6=m<-fAx2-QDH>ceho3PW$ou_i{CPh6`IVgQsYR^GTcK
zTu?eQXYuvZtK6=x&X(mA6cl81xW3LPJ^z-;T4hC}uABW03=Z4#?t)e%frfTLE3o_f
z`RB};V<Z!P_lWq>&d$yoI|`LwU0d5Nr0T`M07@~hudiR6c6OFz-}ld-5BJGh`$#4C
zU4GrT%(r-3qO72x;9i^PXw6<Z1BYL>p(_@Yy11NA73B0-?A9B!|K9%k`nJETRyhTV
zsHm#WG|)<Tes1oL($~`*e}<lNDLL;W^`)|^3bd}q!^5Lt?%cU2ADuDWxDiwnOROkW
zadB~(a<BS5WAL&QOp5mZR+O56%|6j3s=b9zF*y6$n#R3*ZSU27zk4P3<HwH-6Luwq
zS81LVdi?mYt})}y-QmBS3;wYS3QnxtxSjpqXZeH|0S`8xZ`hQ&wXZ|NTWn&(mzS5_
zUkeyje0adv)Z7f(fxlz<>o0SHq`v+5_?YK><(C%|4;qTOub(azY&Kn4Ny*6m?=R2v
zFOtR$si(K}wSmo;v3P#{Kgo|DKe9aycZhl!`fHwoW>Qj8z=ni_;(c|XQ(^M*^4M<g
zDu176a4}Z6%GMne-DjpQRyL^G($mr-rF#1FCGE)FWxCha#b$5NH8TraoUx{T(X7Xp
zg3iCVzWzRUf1n8KX`dNyx98oJYUh(Zv^D#BkoW2!5#1<}UTO1VyGmd4Z2SG|*P@D#
zk1o9aI&)uIN{UL>l@*O09UPPWSJW@$7H5!`f3SRh%Gp9C?GH~nzxdWzS!5c<#56Rq
zHafLF@i#YL$L;9ifAqL_c?my%!vDHDiziH*_r+}%5Hn=jlzv`Lqbq5HuBIlZp`oFN
zmzUGSL#@8I)So;%JDY=-*Y*57TVoaZ1|8`?hxzRltgNg`HSb-x5HQEKT5NvJr_Pg)
z&IDHNU1NH0N$0hR0#7?$UtgN|yOBA{{nINER*irI2AZD#Ph>?mGVL)_++^kFci_`g
zhi0||=Jy#6w`a==2C|7wYydURXXb(Kf(r-`cy@mN{HH6N@*=k9$xfOy$!JRaQc&Rr
zx(UIpR|<4{ct>~l;Wsxo2QKvz{qpwq^_0SA8hhndgnF-w=+KD?5xKB#Zcjr?D`V*D
zEZK=4Lqt2ene*<m<=vfRf7w20o2xtX{{Qo~>8=i(H|5Av*OOkq_V3<(dewZFlx453
zPCohK@p0zd+o%5cDj6pUsz&G=ReVSQ9fx;&TdwiRpZDs1=YkyD(bsp*z-aQLFE1~H
zmMnsH7gbkR|M>kIbVQRz%#MO->$A5xSDifRFj471yZosqW=h=K>h`Wt`TK14foZx8
z+qYj6oat6mbM54*&)e*4X8e4;b7!hg$R@9ZF7fH^V)D~n(%yc{{b~B*;lfgtn_nI<
z2CNhcSj4g+y+6b-pwHm;Yg6td(eE2pg{*7}T^%;_O-(zWY}G?UPy_YPvS!Uii=K3~
z2wynaq^iz5S>1c_gLijR8zsDBC%j9wuw;yj`*fnuy}!Y_JZ{dKJ3AQv{7k>Kjh&w-
z{`gtnb*)<Ae!n*-xgNM``h1`JqVTUT1V8Nm&*<KNO4&x{$M5`|?Bb%Vd%n%OCYa{D
zujarcRfo-K4gnMHxTqKjhfQpF@wLjr+B#dd?dzr2Pn+MY-M*!-<;BuFyVY%X)%|o0
zTP|bVR{ps6=?jjEs#D6=a`t}SG5>zD|9ESz$@%+h_)amem(s5vPc}5vjGm?%H|6)F
z$&LH}O;S--y=hU%<l(^}Bh!#|71YmL6+Yc-S>D|gg@cRk&Gwzm)Xa9W{hsxE237AY
zSwTStZcm40J~Jo1{I<LNebW7XwH-Y@M{aCP_LT{hTXdbdSITp;vJ!XkI~f51hM0Xi
zoF22yqTHvLTUan0?K-*GiS@vJ``r7Fj~{q>dD4U>Dr%>vGi$D%Zf)Vw8T0GNk|5Pe
zU9~<*RTYM5H*R0MvM%1=+oVs9wNIA$-My)``Fj|ztmFOiQn@~CUCs~f^*)k6O)Ux+
z-8r&B!#JJk_I7WjO~vZ}g(pUC=wNxW`MllflHI#^Tc4Vu+3eaamiXX6<1${Y^%Xw?
zrg6@)41Vp=u_^a^-U4s&nbQlNa7;g9F3!hi^zr}AlmE^0y^JQ=8Q$EYnJd@T?tbjz
zBrZ{gY*_|>ziIP5OG<7%{`9n`zQ1?s{IjpupI)33d3gQhucyu$%h|CgDPNw{yVyO|
zw9?_!%B<^bc0XPInWWWDt@_%azkf<&OVw8%;jGQipRwu0=_o5`ho4fhQ0k3zVVX2&
z&YDt=%Ip9BZVC~2UO#~~Ff_8Z=!wTlhluTZ`Ef0gQvCc23X?0Bc=)lMn{V#pwJo1r
zOlLxUy6Z&lx9P%@FD*S=eeUgK^#fD2B`0@%iI3l@bbRTBmrF#>o%R;<&$#5WPcJ5-
z@9*z?P0d?dz2ALXt^sO@P5M;2&}rHKd&N;fLIuxy9=<sCe*ft*b@c^qybFrc51jWG
z>Jw6p%M(brqOnu{`tI#2=5}_L|JFX4cWrHIMfwqr1+Lw1{MnRGC5laKn9%m6YG
z=;JAha`tR&{L?1Q^S7H=#M!;-rW&(V?5(3k?R=TH<!u=J<{J6<i0MrcWOi_K)e152
z@zM%C^>=DdNa!<})Ttp${`@`0d-%DfwRh0Nr>s-7RLgG$|C=|dKtwmI=Ki$m?<$I(
zo?b!w?(LP{QKtLWqWt?Aci*5%!o_Q@?JPQKaMPkLX4<kak)P(@KTrO7t*&m<1xLTX
z|HDNj9ahB2R(y~3bd!-OdbZU!>0Qi&{r_3*elT$GnVqkXIc2Q#==!F(^~dk+tv0Ov
z^~LAA{|p00-`Qra!e%E=S61!qsr%5}rE}owYKP-}MdhD<zklkd8o9jY=aQ0TVQaVK
zuF?{}uE}{afB(tq#IISNK8%u%6=hqN)Kos!Q<*&J$=A(ZT0#5j%2+oXYP~GPX>aej
z<dV8rTwIXq<jL}z*R3mBIOitU!otE#PS0N~spsW>+D|!jR`>P9$%k5fKW8iI@pW_<
z_*g7joEm@XeDNWcpPSQs4;)o3e_UA3ZkEUL>e^JniTV3Z-u?V^MH6e||KIkN%<E#g
zzr0vj>N2H0(uK*W^i{|djX<T-e=lCV2s&&^c*2}%pJvybkyxv&ShcW&V?k~8P7faL
z$wAzwqD545A60jYW!@GReya5Q=1$ek>8I<YrDwLxF}k_8qHw1`z1hi*PS5DQ+!H$Q
zuiraunoG#qtQjE{l_%?pcYD8kq@-;Vx_VmS{lC9A6*&J2oV@=Z)3>*iC$@{MTNl|s
zM?~{e(MiuFrGigO9<B;m?&m2P_wUc7oNupG|8M{MXUl4(RguCo%=v%3P?lWz>Q?A%
zi#V^}-!{#;eqmwI{HQG}t_cRpr3!MM0Bt5Hzh7&9`tR1Pt4<ys9h}Oil*`^vv!88t
z)r@bEc*Jh87uWsu<hJK*+_3eR=JlJmPHDLR{Ip5Kv8(#~lP2@pq)o-keO{H7`g*IJ
znm#>@>-;pA%8D7^Z6;5jXm1~|w997R*9VO%>gT7G%34e?(_-{!nmlRB5`Ujl)26<T
zb)9%|Rkt{=dZ)XK$6+67>7V;!wy*PvToEh%;j8JsKW9Yj{sb)Z;FD13d@h}zAsc9>
z6QOYW46mfpVM`Y&P~r6P@$rgDb!u^Hzva`euA3e=FK+&}Z>kd|y}TxU>R!KZlAV0F
zxc7Z7rQ{vEnDY1Q_KU325<hrt*QRT$PfYjsx~3I=ZpZtFhqpXYsckBH!cp*Y(!=a2
zn##;?G>ZehrcF^<TwDEfb5-f*|39_6YVKWGr7C=<U(WRZj9^hc9pPoWN+&NoaBl9_
zzK%}{-5w5FVQV@-%`j#6zB3#ALqkCec0t?!*(OFBhE8Q!5^cU#S@Bdzj?RV6>Kl^V
zr(EihIl0p7%PWziO?oP4J2n?bao*ni=y9s*<}ZuY<m57!hD?iMeey`@`un=NpuVk1
zt=9xoou}(<vU%Vxe{xgtwGA>-ks{q54xr07?(MC9e7F4m(I+P-2mX86<+I#x?x87~
z!394)B<jTPi+QZE_RP!6K_5;(EkDUK*Oq%rwz}!h+uIn|MrFzh3Z@=C=^3_sRe<Ab
zkD|DvT}JD7=f^K_WaiG=xKQIj`Tdjjr#?J9uqrgl-KDa}RYhTM)z?Eii=TfuDjuKk
z`PtbEwz|7~{ruV%X@FK({`&HAap9COxAoJ_Ht<Si$Z}3>jNP4bDgEN2pl=C*Td%vM
zl>YiM@uxyFyZ8BtXS}YQnY3KppnhKsXlYDDx$CA9v55@~psN_W;`UZOd_KSa*w4?;
z85vSfO>zAF?QP&PAIaXuo1Lomo?%GQWtzzuI(2HgTR&UWwke&@^YWtHU0qa8f0VP=
zyR6wKKmDhx*u%Zwmx#Rn`@PZrUqzvJ#Uhy`Lrx9_&f_Zr7jNM^{L8kI>Cdm#XWpqA
zG55=ze1BZNZbIn7<^JaDMGHGL@{5Zmu`bQJGGXe*YwNd9u*~dYVqx{vytX3nz@??2
zz-V#RQIL?7?0moPx8CW$_iMk)`pvOOJk+t~&P3%+_mrO3PmtVE#F}x1<HiO@sZ+II
zMJMws8QG_vW;#9HTWM3l!fO{(oIgG~Fvs%1rqrOn4k=7x6B~SH7%=V*t_n&?IzP{L
zhDG5bPUTHSReMW(&aUwmoyghRe%fgIbUjbyE%R)*_H}e<WY4u`mapfj`P5lc7umze
zyyW@y1C5vJ=4niibYT(_6l???!m)FI-QQmpb$@n14670NXl9(5aaAjld7%sE%9ZOv
zy<c~9bj0Oc(|MVCX(@NX?`_vEN_Yk~sCqX@n>TDs-rCppiJ{xW;nAZ<3E8v1mWa;v
zYrk<LLf9?k=({_NeX_|vMKjejJ=JD?f5%($p6|_F?e47tf{{$s)tZvM-ILF6e3G(O
z*(hjb(19MwO*Z)vGp=2nFm-bW%aWX%n{I5)4xjeB{N0_-OG~|H8z^aSD_>s|WyGk+
zduOk<w&S_E+S+lt@#oGxb4jW6nliyM`}Q_Q<Mb?9U$dGof&uI0F6`gGWxM(*RZvgr
z{eAh{+j0+|n5bO%{oUOwZ_D4`JK7<r3>sSh^8SAOVUD#Oar}G!Sv`2XxKw4z@jpM8
zm$=y#x$K(FFQ2El`h<XB>Y~!@gg+IL0hf~4L`tk?_Q=Wd`pjBVYLaqPM~U(0kH`I>
zLnA@Q$I8jcX#_4}@tUH+$j{GT^Y`oZ7gtw{yY)ycES+)9asBfb>@)B5$u`WN?_<ry
z&mOhq0%$fR{QJ-64u5|+Y|lHeH9N{Zc}daJ2K{{#5?>r{-`dx<W{RtdLf4{%qg|pL
zyu3%*<!eCuTNWi9?fUWIFhA(H)0+Q(zq2VTf0^{}C%Z*?A1BAmo>iw>&YI<>9Qrv?
zdD9eC!HK3DwoYBPauwH?7mCGqbPjb0Zu;cDzwS~;rv|A0nzX3!@iEZpo1iJAx3{;0
zdICENAG6)sp3m=pE~vJ&YA?@zv%EE>DpS~x9QPK!XPBIFajI^#&WdUS!HE-XY?t2r
zv3@_({Mu!uCT^QHPV}sJex5maS%xfcq+++11A{|o=$m_cr5hU?HKMj?>?(WPb-0~>
zv3tK<RD0UbFI6j>H3J-8dz?7s>VCT8__MP`<rC(f?L0BdG)pDaH+VUdb$OO-??kN-
z1~va_kzWJ_quiat)Lw7RJ?rD*!U8&+eNFUszVP*Nt&22XTw5#M#v|DTTD{DbzIxxR
zB`OLgA`(U}Ame2%nMz(LEahb9J5lx1#pPPwn~0xhUSH+z=$gd#BrX4pM8ah?&7)Rj
zKG!7FPBEt0G8O&%Q(5!zs5t2Q-}&?9&2n$G%(Jad`upo^K&a?kt5T=AR;4p)p0u3s
zc*%I^r~H)euyrg_W-O<sOnlblW7nav{=&;82Ul(0Y@%87$>nuNPeMBTnh3@@R;)EY
zmtMO#LDcXz%M!o2RvOXUbU@3imif+B($V1&*N;20CUSGY+;Ck>|Ml#jp0nSp@_y}c
zf=gA6N!gvLvC-(gvWbXBRLJWU9UVTa0~9lZBm@&3d5^CSo0_oPkG1Z%@9T^cUNdr;
zioU!E1YLRc@zGJxNra&Nx@(;`<yGw!S$XSbrYvXVOzUz`k3>vo!tqI}4b9Eh0tE##
zAFth>@^ydZ=M=d)t}`qID<1P|9`*9MVkNbSDQ$LxPRtI0dGqFhwx@K7YPW%A5Uanx
zYhAS}sy(e%&W3?cF6F1_(;b(Wr^YsSaDW<tZG5T4j!KLA?b)nKCj~y-|Nokml(L1z
ziB%DSfd}STf@1SPj_`zo&Fqg4G%|y3K5XNc@B91v`{K;Y%RYSibm+;+$qO~Op4UB@
zQv181g+)za%3>#{C7X9PH=l{kxfKE`q|P)i@;Lla$+e;U{?ycyXXnkA|8P?M!1DP_
z>E}SH&|<T%L(mkhP%dG0KhW`O1#fN`mb|_Ox}#e=B=jg~hfBr<g_f3<2ZGX1_t@-}
z`|ydWrgm#z%bJE&r(%vaFf8yC&Ri0`YYQlVW{R7eCp>nO)RZ&xd7aVo<>zyUlaqqF
zQVnB8Ps+@!WttS%D`jd>{w^kFSBcntp@j?#3Jjhujv=7ae?XVIZ>;-U#lpgJ;P7GR
z*B^AI$LTMYmkC@HK4A_|%uc1db;tXsPkMNEHlw)sT4iM=BmdCVOx)t9?(7I%y`}FM
zho4_iSLqXu4`<Dz+?~bFB>iewvi$PP3u_{cLHiuL#dHr{TN}MG?X1+=!<&2z4G)~0
zd|*dml)F>fn~TbxdV2BG)S50{Y>RhyKmG5BOJq{fVKz-|1*JvLU*DI%v0whj1LnwC
zdz@I;Dpxh`Dou5||Kp>>?QNUZSp}MDYNeOX?mcnB<I0LaW<f#0Wzks`U$Y{`zuq#{
zbTcjP><rTW{pRt*!)LbJ|E~BG@$Q7U7K?~Z#t)4Uj)L;@(b^^}SFH(}YB%wO&dD96
zr$1Ec=>=_l{#Lhsna!TPjagT9mK+oloH(=MgTu2ks_M)SA8yjx7g_y*VMU1Nsf|v~
zOHX>rEjsyi*3^wB1O-kxR@nwDJ>{(~&&jDjonz0N!kdwQ{g+R^_~;9Nb+v*X-;Ubo
ze`kF5)wFqfrgeIy)thfWqG~9(qssL2#jY>){`Nlu1DDvldpQMe&pW1a_%wGx>D70?
zm6SG_{ru#4_~R_o#_#v1S2w4{iq6%S-%zr0jh>JQOU;jk*90fFCNfQ$zH*g{f^GG_
zE0?dYVXXQ(X}V$C+T3F;4{o;a-W~H`--{hz_|u=C*?#+`?SEz)MaOsl?(fqr|B-+H
z+z*eN|IXWI-cCw3uD4Bp{zg?#^R|ra=Kq`PKPbGu*fr(&)zwAjx~<L44?SGhMzz&{
z|HNctdy}iJ!-IR@J|poZ?)(etYBf(9W&6(Z*k+Q}V^XaZ8T7j2M3VvI$<uywCs``!
z@BH)b&dvk3^G{bjJEp?*tSm7*U7gwfrtBY2A0O|SO<oZ}a^m{Sa`#u8f4*K^bjm8Q
zu-xC<?2@|Vc{Rs(?=n4Io}O}eeNEC`k4x0(vvrn>OJ&UWcSiClHw+@bUVF2;I_(_G
zwp?a5UZ%2lPxK{?q=YBz@mW9p_M@+_(|@lN6#R5!SLn3pv)(zmjfYyFPL%cZoYZ2Y
zpXgcn=Ueox>*vm8db(^*lYAbt=i4k9XBU@g`S)yQvR~S1EFj4#qOqXV<^01}T+pt&
zSGuc`GRR|JsuslA?qr?s+bw>Y^@H{MCr&Y8r;fR~DRPNkvJz5KG79J8yClD)s&wbP
z`+IJlVHb<q&i3mIqgxL{)Rqa|%!|ZNM4uK5n5FLDuwlb=t^HlylYh!Hvz^Fb5EK-A
zIwxpp!~6a0+j1rrrEfMbUw7xsp9jp3)!TyR9b-{hZ&eeaCcejoX;WJ78b8wn2fZVp
zEpQwh3~s$l|31q<c;L8pab;r@Yolv-!vukZw^3^sD{>!TQCWZKH6uTN=HXeqtF*M=
zZOv5v%nv$)yxeC#-<6fjC2zUz>{wW8qJLqX?1i<nO*HqEfeP$1hKwgyf2oSxZ$0~L
zbDuo>qD3iBZIzUiPT7`~9oSVGWO{e?be*)MYhpSRUUw-vZ|Q3}BO^Rv&x>=iCspDW
z{n66k&<JG8xT+=o2(%f8IW8{f*P83hmzQPAp5+$N<I#!Hh!r)@y<{b2l<ed1X_0O9
z66aVm;R!b)G~db?IE0lbDJd<wbA65EhnLF_q|ayEU7js_mb>I7Q^^a4nlBUAnEFrQ
zR8y#&7{@<FTisdm=7-1q2Ob}H`2TOGh`6AjU~1MQmz8tgU38YZG)vc&ao=At4-bYm
z{_9p!M!`M~pOp66-CiuOIr;qUZBvhxgLXt%nVA(SUpVLYtV&%iOZH-MMHSQM=gh0a
zPoIi#IiJ8Z>G~Xd{r(&^1^0fh@;pB~btR=sZWEOb{QA0S(!UnYDEH4y@As<va^0_&
z-%%a@I^)C{1ICltU#fQYURn{jZJwA2%a0!(lY^B&+V)l*=#e~dW~M{IhHDpX+7~f&
zi!*<J@9iwSsANXN6Voc&fZb*fo~3;Wes^!GwH`BjTJ_a9P{1e7uTjc1|Mi9O-%t0~
z8S@U`mY!iN9kI=4oqfl=M^97YCQVV%PDtJSC+n)#Oz&&!<Mob$l80NcNWxLB1rCgn
zC9ggvuT`$<V`NVG_UAyOL(H6O7bnb2V45`D#l?evLXL`p=H&CtObtm#iww<_l$4BS
z?cTlR){nR5l7fcOT}(QWOn3Hh_Q<X-HAzvM(eOmI%J#t{rXN2g|4wmkZ?OOO;7PHP
zl2UQ-;x-+#uWz>pY2|M7nmVad`+hBZOKYYq?@UHDh04x2ev>?%>>rYv8XOw2QL_{T
zL30j2A22VdE?-&l>$Csb#g%;rn^W0p|NlF1xIN0<St^-nQuv+y`iCWNYV6-tD}7@_
z<K*+59UW&vPbCH4yXWxyTv|=;`pYL%zP!jtxTLanv10GXO-Ac)Z1+!_l&;M9^CA1p
z?Q#+`x(fvb1utr!oG*W4hoD8dADdK2=<AM60qbNw92GyXr}Dr=Wsqe_Op|;kPMpZW
z!Qrsbsda*Wyd7vyJLu9#i)UwM8fRQxB^nbG6R;vc5p-pgdH%gC8jqHLsajA``15>z
z%aoJPWvv)oyPp;1xVX4{@zM%o5z}Sb_g^kzU(D-_dC5mO7KG{U-2L;##A_EPxaDl+
zJ22_Zt*zXQjEpPd_FAd=&+GZ~^Yi07JBxSJ{49E9c=6)J74iG+?%cg=n0$=q$kC&T
z*VaT@RDM!9bog*$_UeoMG3%#a<aafE_2KXDM&tB`^dfCgv<2_2KK=f^qH}}!eU?{O
zE?O<}xpBjzEo85iK`NI)?XGKr6WL}oNNDQm@zwtN;&^*o?#9B$$8`E<o8?M9di=QX
z(Gkvy%1TCttgEY9pPiizx>W>pR`p6Jzv8D|I;p0Gi!S<eaxul#$39ylEGRfJ^~W>m
znLYQG@fJL2P*F--?!=n#DdoXs|3<&LDVF-Df+Lzzmw=|@uCI?jz9sWA0|URjUCS)b
ziBF%Mo&E6r`}wnK7#uDy^9@`VW0`Yf!@-n~QaAQms|qaU+g}-cO-$aT103Btor{$P
zWOOE9ir&Ve7kkNSkxq{!bI2-{*uMET7p<g>4CCUYG)+uI)~#Cyx?Q5CwsxX@ecg^-
zyOKUUI9Ty#3+v0N+TjI%f0bTY6KQ<-^WQ&z1VlwsUu|fO;}2QQCZd;f<>CE${rYcj
zXICo<3JM0k(+FU=u`_tp+^B6Vd3P^?0`aD&_4nZA4f^}9fb3IKaQpRo{r(9PCNz}2
zy|u9P^)=8H$G^V6?|1DMTNuB;j-g@33<-vY<;&CCo>#-C?hG>T1cXX58Ww%k4xRe+
zk5!q8RXk{)vGM0y*$39e9_W>B*l+*gLE|;S)J0jL33n_KUWGjPet&CUn@<O4$HaH{
z_xJz!Q2{!V{`0f5&cDCCHLU+v1Ddvt*q$eQZmxCvj~^8b4b9EYZO^T(te6~L8LAb3
zQYrYl>LRB{ghatN9qakRf`XB|ik>#Sz5VpoK5y~J-urKSW++VdYv(b1{Iywgxgn$B
zq{)+o85Tru&ttn?{pAH?XlUV&4-c;-2YGF}RQ;u7<<2R|K5px$H(jXu+GAy-!BO#;
zcR}Len7;0gj*g<(wNVG2oi&m&N@$Rbdu(mNz%Ayn-)QZ#Q<F{>is~ru{dOzcqV$zW
zm)&KN#U2xt7#gh0-z}LIw{%L<QgLD7<|bC|L+8%DYke+dn8b4D&K;g@rSI>_-rZe(
zzV1PlZNUD0DvJ6AkJ&z4_CL@g>9+oww~LEQ+B#S6nfGsQRu5Ps@!@KCl>3*SXJ;GB
z-ZorZyfjWH-fpe3*VeMPQEOs%UrUJ2$ywueF@j%B!EIIGVz#pP_j+Hv$e5xVZC3hw
zs&+VohZ5*clZ6Ej4_Vaxsc3uN-rl}A>*^}Ex!L#jRIZ5I`)f7(-ya*Vgw%eU8Q8u)
zMss!C*O#APEmu=gQu=&xar>PN8M_!Mo_?8?r7q`ZSchNZ`S(iuC4Z8d(QZZ=Ny$#B
z7^@#sH?W-ch}~7vxM~&X7>tA8RK2GiICqYZcm6e<(pOhF6%`db`uhBA)l5u8($CLx
zovs(_BW27d%k=1R@2vk5=jcp6Z(YvDC2HgdDrQoG4!1ET9|x`IT@$yq)a1NItdxW)
z*9=SHAJ662E?yXOOi(~MbZwOA-(O!3cZq6)QfwQqH0Z)@&<!XCb$=>Ew8MB9Kn&2D
z!(J)VLmLtg3y6!i-`t$O*lViRi|kjWxnHXyPp$HrDlWIHT>r!O`<LcS>FDTKbNS25
z16#8l5*FMk$hjN!y5o|hx!);6x86y!3N}UgIBZhX(BM$@o_3^5RC`0}X|X9fkwTxJ
zpFe(Kp>uHm$8X=<A|fQ*`eZr_A0Go9y7TYfzZtgG+X6q^7fp%NKg-_xLQO)1Wr}|O
zmzYu|C8bRcT}q<-=6N1h56`o8czY|#{cFg+ngeShgY>smn_pNn^O|6wUf`88w<;&A
z1!Zw5D=Ed*@|{>4ZS-qn$;uMR+P>`TOOju`xoKnrN;KErK6IWrr|ua~!2^Z|uUD74
z_^;Huuz<1Pw^_lX784y4W6P?&)7%UBI=0^0?EX(!+VFq!QLY2m#9rLJ%>t@SCO(@p
zxA8$jr08l_?gyVz*D6<e1*SyaySyAUA`c4pLo7$4UVgoFVR6OB=W^5L@aRM;@pj$0
z>nkEHC@7e@F2OP3x!=!Sq1uuq2HaOyF*dU?PFD9`D-kKHrf|(8RF%;%=}YqWya#_O
z%RtSIQ{8*^F7-_G;Smr}SQ?p@_$ow_ccy{kYYz=^1ICSR&(AUb|Cb%YBqYKTvWDZz
z%E`YIK~?L|k6&50<+CqZ)UYnL@rcV>Wu^xY75_R+(_>Xq-rCnzBq1!2z2rKxnVG|4
zxAV3-YHT-lg}T|__&KMeL*xCb*yyl*cXtM_ntvv#a}mG&lxHo@?Xx@`rUcJuh**4g
zcjNYZOfj+Zt8aXI+OXI5!s_Xr;I`i8tE;B!_-syMHK^Nj?V>~2iO3BOQrhby7nhn$
zX`ay#F?)$hB;#w=r{SKSMnCsthc9qo6g~<%?ICS#xPHPpnS^6J3IA%=E@r&2g!95m
zVS_ZDg8%!jT@2t$WJ=2IlV^W-uQrisQ?_`)Lnd`lVK#B$MCHbdiyH-%&!jv^{FW2B
zDEn8*TIGc@hggo>dhs==>gn_EcMdl-HJqAycExW^K|#Tpz3cZe{rWQT__|mr_Q#Kz
z|2(%hGWq=dz7)H&Wg}<D){CzjkM%CiGvdB@(ZPcQY)RlV5m&FR(c4(8%2*B^Hs#AW
zBe5VO@WEt%6TX%rCSif>qW^XUKR$4uUO!EjSw^N|o~<vqAsQ)TZJltKZ9$Og0$=F|
z=j}~-j@^uOb7*S5yi0x3(IloM-$REQT3Vi~DR_ErT2l7?UBm3zoXN^cN=n_2-{^!2
zw{oA(I5AaQitX~w&08cS>|`oFxg2(Q5o*Y|QLV~0U=d5eww!70Z*DNg>^gGtIjAK&
z$Emg9|G)6Oq-{Bx*>^LX0vp!v2W=3D*b%T;K||dDq;YRgolSa@dw@W|TB(4|%Qzo{
z+UVV3dv>TOhOc8_WOS(6<JK6mPKTGv{x{E#s?fy>U>n6QUOcce_`L4^T_v11_RR%X
z%o@M%)dZi~*e5?d=-m;QUZ$Bwu4*f0xNdi;lJs#{bM)QaNuegWvz{uRp602W-Y=)t
z1F9s}xXraXaIAMyN6in#1*@c30yiial&;#6bG@cg53H{>PJe5toZQTJem+x9KDVu6
z(9=`v>jjlKZnMn}e0o|GYnVC7&5=inC1fR2%^$-FbJhe3eAzUkA%Zz{s^Em@Q{r>)
z>xD+msR149vVK*0e!?@Kgj*&LX6Ku595}`nv4O#&N+e>dS2M$lPy@z|Z2SN7#q9oe
zhebuhLv3F8`n*FsK-c1A^~&kiGPd(FUt51&p@EGTl!-PbH&%Z);b@2x6Bfu`aGklY
z&*AQ_neX-$I8M9&^aVSp7q?`l@zRYStKWMXww*jXi}lE{Q*#71N%%OdX^hh^XOxjO
zzPq<XbArA7g|)Lg!6CnT+2xZp6VlE$@X4mM>P*&(laVmzn_(|+QGM-*`ts>VS&m$?
ztzvm|dwS~6P^YFfbyrtUS5b6vadELcdCo8F*s1`=is!N~g)@Q{yD`Sa9q15LvoqYQ
zqoy$J-37&$Y*SpBgoK!m9NF-v3sgV*@2femE%%b?URUm&-wY(x)f3*uL>8vsHWQvV
z1LP_1<=2^AyBMZwrS7uU;8+nG9kvRT98c-Ca(Qn5(!#PJRD0&EM5DL2z4f;|JluG^
z-?t(O6lXef<Mdmn@9OzK<^Lb%H@A*n<OelIdxcb0ICoYEW?c8vI_e8fjMKX3uitNW
z(eq`hA>+oB?Rkt7Cq_<-*NtS_vFj99Dac#P0v0w+X^^+o;+-&gl264WMdt?neGKbj
z3_+R<7&oRYTzIL)U^0t}qGQ<7iubk$ZbmlW=;-LsIKL`d{Kf`G4nEM7^l8z_Ki(Ke
zik7^I5S}|Bj!js=d)am7r>9S!;y-_5S7?>+CUAgkxv*_*NU~0xPGzH~hz5hte7(CD
z`Q^<ndTQ>T(GZ~(I+aDG`_t+L3J>0HZ|oBFl>v1xF9tU@f;w?iG!K;DpZQ|R-(QSZ
zS2H`eGo3uCW~G_RE-c{v_51xxk8CEhJbAx=sr1VQj#A*x`jm4s3^!R^ouGJ0U*-DE
z8w}iH41$6Ox<u716jQ~81-zGDXWq8W;c%N|nQo+#@`Tu383G{t0<F53&dg*kd9T+y
z@%tOYgPyOiu~vPXqW7}={j3KqQ)GP{bf(7fUs=h#V~0de-6xkxfA8&Gs?QIq0j`x;
z?X=6h6A@MB;x_BSlK5Iyn;MO;@hM?58X^`QaoJfr!Sm<U^Y+Z<c?F*=L1m+Ob#=mJ
zwFB41Gww!t9V?zXUECm%>BCv`11~S{tT8&pr=~FN#SOy;_xAb-PgtO^AkOx|S##44
zP_BMq`RO_Pw%o}<AE)Uyt`0B$*`n;mpz3`}MP%|?Rv-OCEJuW1er=d79k6-X!DpM(
z8~0XQ{sLXz`)qYVV#0O3my_=8+IlDWtZ850fjyN)haNnLu@MA^<&x{nzOzoKd?^vr
zXX6rMu`0i&p$96ll&9!$zPZEs=lA+EoRwcR#QmSW*FUVQ?DphS=ZOd(2OZxSnSv)C
zZJ$=V_cu({ZnUdaxv36Hl<8Bo82A5C`pa~C3u97p@k^I3rZe;TV|KBenLFECec_t~
zrlicezoBXi?I$<<`D0x0TCBQWKu~bv(-q<VZca+djcmLPFJ8o0O<b>UkRxG`D^>8b
zNN;XS4=AI)_}b9VAF!<F;Ijn^nVgSaul9`qC29S|iOvrWFh2N}`_iD`Rfyi)j7usr
zS?$w&^yW4|^%?zIsIhYPxjBr74q1RI;0~SOR<5ALxCISg1n%s&7x#PgjP1+}#x=3p
zlKh!%oE@q=Ya%!Grk`3brq5<$)6get+69gU(aK8CM}cc+#k|V7HHBOK<z@C2q1+Ny
zA|76+T7@SV&S;1b+8gI)H_OEH?w1#WAO3!KxWBKVxw&j1=unWoTIS{n$N6@yytS13
z!`JJUHB58;q=e^LFzUq4I;`(^EQu+}^Gg+I$w<J$E55VMJkP3t>&J<v1qBRY>)G6T
zC;e+&?9P1hq-90Zt*xmlDTi1doSQ3ClV~I+EZ{wH4$qr=a~J;6((qt&IW_GnI35?t
zEW6BToPLVq#2ib9^YacoK5kjjq`#kKo(-ejUlaEDDWCuf`twb?;BlKH)2HL|M(thT
zy61#c?H|Jpg^RaHXI$mlQElEHcjIz!*wJ6_tRFl%DN_{)wsPTh=5yx`+|FN~7qv%1
zBgn<719WUv<YK?MPmEq1;apJnS0?ANVa|*#rV?g60aroVKt;vE>)!42mK&da{J2rR
zj)94pvAVh!TrZz;{rZ}jouBFZJJ0nKWF)t2*gl=_W%W0P+2+p=a8KGeqamWny+0*(
zSIN_GX|odsPYyIn9Rm%-q$uU@<CL-E5z*0*y>j?a(F51$?QFNUFxvfedG~ITrvc+e
z7IuCwp-Fm-oLrOk+g%oz3$B9pev{geFCVa3?ZTqgI}>VCKR;s(U&pXH?dgH;iJ-V-
z+AF6K#<L<qkm1Ac_eJat;DFIsUs%k%EuZ~ft@w*up`Y5rgSP1yB(<#RDShbFcf{lT
zah4-OFTOf#PP^11VDu|+jf8-}g2EV3I+fb6efrJ~|9|ou6fLodTN!@hNT)+1)1{J@
zB3WU9;_}aG0-{r+>b^c;+>j-DVZD4p`tm|hC&WeS;>!j}<0Tt^{`u+f{oVQt+DDGM
zO7-X5;rR0_+po=YW&%^vJ16JV%pJ>o85v$*XD%!}(7-5l92_ugZ9I%-xlG&gSfjSp
zw8kmgRx{=ARXyu2BwTFbW^{z*$eov8H@#_|F3zC2KkFisMyS_gQ1#q##^rcl(fM!N
z@29k`@tz*{$hE{O;UH7wV{;9S<H<`*d>qcqT;;{|Y0IBiM>rL1=72+{V_xX?bviOt
z|Mz|2`uX?!^oog5TbG=xy`=Ks+FF_Zi7dhb#ow;SA2`~*lG7tV;K57IAHTD~MgBxd
zt@yYwF5Q?2H>Yp!YCFYe+R1u&O;TwoVigupZf$LKTz)yV0(5Mijm@10H;mKIEeKs5
z20EN`p;POH-R1dr_EZ}GR=@f>by?-%wjK5IKR&uIsIT_}we6KobuC|RqPZp(l#U~|
z>&?~=Si<q)W_r={@Adyr_X>QriC)XR!Q^l|zx&x)ro7ws{`>WMWxTt)`{KI4zY5CB
zkM~F#gZgWco6{aXIXRhwpTB)=u36oas=Ymm&(8O6^-l4a2=)E>tD+p76JIZTcen9H
zM&zpRneNTv(nc&1n_SeE{Qs40HqYZ&0@Ea4(0vZa`(!uYvCq9_a^(2&$DoU7tE>w5
zgsqLrxVOhLY+Xzz<FPb>&Q7DeA0@W07APzz&0dglGW?$y=**@y^Y+?)`1`$KySYKu
z6d#}Y*5S`)?Vm7r?wYr^H!a-~{r;Be^~YzuBbvSnfd({|ELr07J@?)o$$$U;tvt!j
zV3K=F<msuYhue6id+a?cEDGMsUD#u(q}0&C0Szub*NK|4_v^H|V@hAM*;J)GnH;@^
z;nvp4Z=N1(j_EaCpU5=Hx3RGiv}0oNV&z#TnN1xX9an0@*To$C`ue)@lnlm(`Sax$
zEn3uLKQT^U)-wCrkw-^2alN;G|Kv!y186bzb{;vNoO?WfK6UeC-PxJ^MELnR*1S6m
z`+jMKKR%s3qe0^2y?b(Vt;>&HkFW22@F2lwwi&Ow|2&swHr@~WmkUoxN=jm2m^W{p
z<UG*b1Gl&5gDxQ2A^hsA!(_FN>WpU7>?Li6)|cHup{3#b``ab$Cr>;h6<<GcRh}2J
z%jCmJ^-HRM=hqk69^2Ez*)j3em6grB(q;?t@9+EY{rmA5hRFp#J|r?6*irbHfdRCj
zn}MCZo#%XcNr{QYvz_nmv-im`&N4qf%k;qEc1R=m%c^^I(iSBi>(;)yGVxfezDb_U
zgNKTp98Wpa6xJ{BnP~*NC*<3^yWF9n51%|?VW{}?qp&Sm-d5Mb$MV@uC8dTXDl5*;
zQr6(exa_7D0IDi3uC9E{`%*M$i$=hHyAA2*x#vx=w>QWZ`|$bvfp>S+IxpVZxZ=5}
zsD7M`|2&(6&FuU^-s^+BHeTxP>~uWX#G07yBHS;yIsNe2o08?fdmTci=p5NlmRnx(
z{+{je$Dn%pRCbr><T%B-*52zUOx13bvo(_24jIM?`xmr9;le`Zq}8FunQN|faGub%
zDt{*<BP$CU^?P!DzI-dU__2?Vj~mN~%gObv3SBMrb=K!MZvys)>+^VU9ctw^3du;G
ze0d`1p8Kb<dU~0AovOY~iBnwcCb{j;i+i?rc^|CMSm4I%^6TfqWB>l%V#!qnjbom%
zn)&~I{r|)I`~Nge(~Vx1_xj38VbI;bva)k`=^}<}daQ4@a(C43HodlP>VFX*J5Vea
z&6_*7r_N^vLysggk2G7##Z1N(VZ0J19<w%I)D8>@4c*FjNC=el{rvnYe!txwxWq&7
z&&T8Ppv#11WMm3nTu=mEmdns^db<ANs;{pKii-~;jnlYv3UToB*XMDDr9jrSb1=B4
z-8+8#@u!E6Tpw(`?(@YLRPQ|v>=t8`uVpED!LTNZHN`6T`!ipcX<DsP-`^`MDKTAL
z9d2GZ=URiZf*a@<l)SsUT0yr^F7CHG1iEK+XK}iWb(xOoPX>nk{QQ>I)`wrO#~<HO
z_!xA|ENIR4^>wjsXa6%WZ2dEvBWf;x?ro!=3ZNEOE5F@@%4fH?d-ET<z1`UI#9`-G
zTV6~pU^&vWq^Duc7y0&mikCMgxBK*fnsrK-Eovk(Zi{IIvE10mtPy#spg!v;m%Brp
zl)J;33;x@s4jp&jln+vAG}o#$g>iv<|C86k>Rb9w{4!uPbl$CGYfzxD;PHMwQ2Y1f
zRBd%-#r1pHOfn99leg@hz9UV;Fwk*-U6ebh?K!1fRF~_|FYSQsdKY$?Zm8ONO)!%G
z8>68!ue4XQ49Jd4e*gYB6l_?t@AtjxOWI2!jn^*TRO91tCSbW=lsl-baB29$6}eAF
zBTh!bTFhYETItkY&JM{>pD$Z6f%JPV)HpCjvtj#oo$KD~+ln2|2!I<*f-~nkHaF}n
z-r9HQ)5oCcpcHb#1GE;c@o6&jz)3aG9(Is~Pa7u(D8~uT<N=-i0t!$`(5Vxk?!FP|
z*a}cfAq9Lsm7w6nlaLdql$0hXVi<HR>@`D2(dDP7rx#XB<tD?{0z5v(yJFR<QVkau
zmstTKtgYPQZQHkRzqU|-F@eb`EbDL^?+mkCsk+~9&DT0BDk&LpPt^`T*1{=#VX3$H
zTIYo}eViPTb3x@(^!7Z^7IHP;SuK-Py$>Bb=Jt9+M@NUr#3@r+xW)Anj&_NH*2FLv
za4Py5GAgb%&b?)_CGW1({y(3%ORW4rGf1mKSBrse%dD@j2OUWhx+>)0>-GE3NtZ0)
zjGH?#bZ5;^BalN_*x0~n%gcTFWkmx60nowN{PuquHf%6ZQB}>96?^Kq$4PlL=o(iB
zhm(_3P5W9pI!^rg@#6=>gcKDeC8q!Xey?BlG2q@2mX<YMr?SFjg4C3hPH8;-zIgFs
zWg%hV!iR@gdzBaM=>Ug)pj=9Re!q43y9`;jr;d;?|D@m=Xu;lMa*(B^qv&WeJO6^q
zF9iey7L;nZq^O>oYt25_uidekO)}^G)z#u9R<i42b|!tvuB@(J9J8~?Qg%_}nn$Xq
zUe9O{h?Jb`H+}7Ke)~TYvNvjUF}Vg7z5S|LKJ#)lXF^c+xgeni*KV=BA8v^0Mma3M
zocQ|MTFbIJ*T7ACKPCFrn5n9&IxfGw(6w9aye+>ydneCEevXM#f4<p#-Y93bdA{7c
zySv*H54SCJXk=phy((<&EbYQ4r>FBT_n+_f@6XTTr(ZR{&pch-dFK9sMrP1b4bX+r
z@--hEryY;oQNXxx;ldA}J~`dqmRtPh&*t>=$Ch|b4p<YhQKtIroCl8|H(y@vpZ;UN
z)0FFmjEb9#Cae3O+mL&-OB8e)7HHj!kgC@VooRRU@)z7m^?R?XkUQ1d$evf)40Ow*
zfT(Dzu)1H$%pSeiT_USiJ*!y1Y>{jCqKu1+EWcG9tGZZy>DaNh`OPjf6F9{L85uyw
zrH6-y+f;qw5LWkdxw$Fz;e!Va{r3MP7z%!W%LScs)hlJ%G<~|bjEqdcnh3*^cXuQw
zPMjzir@y*rX5eBs$K{t5jf{jqmkWc;N>5K0(TkDTTm9Yd?Ng^|Z=ao=En%7^Qd3*|
z@X3>wCRXl6p{v6<xVcXkyjkqt4=Un9R)_Jvd-v|de0zJZ>3Y3>bFCg8Xk=z+$lw20
zY~8wb0V1r5ii&JY<BOl4GyS^VeJ1EOkC4!#lT^Kp?#`bxr)R2mxYP2>3+w;?V`$J0
zU-#hid3*P}yGkFvd<nXv5_GF=`1-gXpU>O(+I|20tU)JY1B0kmNW<dA%6s<iH3Xdq
ze)MSSFRP6kH-Zjam}Qd5l%Jn(VPUZ#<KiOF5~xFm5A*iLZp)E;^Y-mR4X(2H_i{hX
zn`2jN)$sg0V`pdQLC~qA^78T)R#u=;2Hn}_H^*Y)!yBomr#UXaoOpJYDQKV4Vz=H0
zj~+EKv2uZqrb<6Q&-7QiYYLwQlamX>5<g2zOHfPAqWYT-=$w0}R<5OHr9E9;hn~-`
z?{n*wT3Gx08>n)!|Np1?!GnaBmX?I?@9wS$Uq3JKd7ua@XjkyI+}mxSSu@YcYM|@p
z!`8?3f({Hi-Y=hib_=U@^*7KRo=r1mNPxE9{rmS1l$x5Fn=fw33|<qrSL*JrQg7RR
z-qZCsI5{1^zPc(XA;H1U&hFywo_v2_E$C*TS65fJ-`bj;{O8BV8FsZ+r>1JR%h^^f
zvHSma`~7Q=ZZApy^71mfu$s>S&{0_F=VUCbtfb!D-&bqBXz}8Upi6GgPX(Q;{_V}p
zj5|9FSB0<dtNHoq;rjjmK-Hk2kWiCzJKw{z=J#tJ?%X^p9dx(I!~g%@|9|lGX)C|o
z4~DX`vKyOHxepyaJaNJV26c7y=Ewf?Y&uU)R$rWWxD7PB+{naQ@bC~T3p;!A?{9B!
zY)obc#U{gwz{PB!d0@@pWeZAPUV3qNcloQ=CK(qV?EE;-zFw~M^|hm4UthntCerxJ
zo14O*rFqACr9pd-b8c>8)s5bE=7a6OKcCOv*j1{1YfC0*%kpDThk%pw;K#?u3twH)
zoK`jQX~0QPmu&^Zm5vUMwayzO{z#^sJAT~#>dTT>t=!_9Y?h^+owaI_M%LR~Td!7s
zf0ufr{`ooCukY^emfSYqzCP~jhYtaN|NP<Ec7K0;e5i<P?(J=B4}J?=?6$IN(F!>^
zxmWk=|L1O4AG^D3mEZE<@;5go&du-lIWgmVP_L9}h_$t~sfx;xgx_y(Zx4-+kH32M
ztZ#2`Z)j*}XmV0gh-=`LW4+SpzoNG1-}n1#wfeir%>H$;yH{Dw_51tp_j}_v+#DPM
zrB-uyRepYUCHMOJ_;7ifiU|*IfbNp}`RQpeGZPcfw*P;>-(R&z<JEyiX5MYzUtRUS
z`m!Xeq@?84w%Xs{K(5@kZ{N!I=Aofi-TUQM*45R4e0y_KDsP;+nc1}mw$njZCTDF-
zI(p^QRBh=Te;=O^QP;rP=K1q(_A8&Rm~E1|=v9eT>9sYHY`6JkEEe3labtyRmq_5_
z$B%=zgKj4a6>;6VeS7%#x3|+j%(=MOeYMqGzq#i5amx&Cw4Z)|a%E-kRm<XMD?lgl
zzN(zkc3o<HpR$4r!-o%w1<!h3o`3zC+roPGzdexwBCN(~XBxV@z1wOd??!5et`cEl
zV%kvj)C+VA`3mcTu0;uFW*BM&FY7t@jggs6!NNk~;lqa+S65v<T`MeA{o{k;xr`5S
zpT2%=-7L9hI-jgn%ZU>nENpCxd}o`n{RXWp$h@QiI;Eb2kI!v=+}@z?H*eog|5f$w
z-MgJq>!+>xn4ErLf#Z!0iOkdVVzUgC3ckJq9reoW+9hJBaat#4N5Qi7!AreFO>%As
zEL^xSAoS}}H<#)9@qDg<2AP*scI?`<EU&zv;J}xcmoM(A{LFLSvp%NkXt%ig@jhA5
zZ3r=YtG-TE+a157fU)}fJJ*+&mVz$oZLTeSeGN422|710=jNuP2}=Yf1a1EH^|f@4
zv`L0Q+WC2N7rOMEm}AJO$n->OfgA7T`Q}PYE8^~cd0yKWwKXesXa4(pdw)Eeoex@C
z8MD7mmXnin<!=#J$C8pQ7gZTdjeb^&>&MA3=<G6nKhrqf=<mIvXcrfjRkIIPzx?p<
zFhj%Z>+2tXK5u`1!~aiDPX~mGF880$#sHcp?Ugofi(3!shlB2`zOp`EzOJsWprF7Y
z^UbofUU_TZStgD%jZzCfJaGK;^ZERW$GzqZ9!3*p%;-39z~RP?8xl6^78VkYj*g&>
zbZeuxPna=d#xDOrkvscprCYf~PnGEe1_m-1>9=QHSl~Eq@`La1@AtEEi#>R8aq*72
zzgD0tv<3W2O1@~TD!hDrN~cZDcUHpPU8NmeU8g2AM7(~k_SDwLp@U(ks)XRevz2E%
zHg7im^z`)fm;0`+4qxm)-wre)@%h==z*QldpjJTFBJe@*pd+l0_sdJyt~(<n8Xf)9
zW7Cs!d-m<y*Ky&&-Y3~=@0Uhz&tsfW_5bbd?derLi!^rB|F3&>zy9Y_ai95ivaheN
zKfc6s@`6=bbLP&yxHj4xbYDr9yW^U#$>|3g7(u5rPt%L-irk#W=rP;HHsJt6bMo^u
zGn+3ic3&K@&<S*^w%0TrPIYy4jjpEob-y^({pX#z_S~y#<Hn5)6JEZGC@U+Qxo^E$
z-kpwjcXuDYc~kQ2Y;*UQmzGY{kGFeKV%5^t_UJ$(v%c*4&4ra!RcX8IQ-9yxUCz5r
zyDMqy{Ml2!8!##|Es;CO^G+`NZDlH-u)1H%>ebqys?Vy?1a$LG;gb^+@9>>hvaq(E
zebl2R?9QD#3pBW<>Bslk)&7$BDwCd`4mx}?c)8!vrQXv8#KhWCPftty`RQp#XXn9f
zxwnffvvMO|ANNa0PyiL*@^wEL<LiE^9y)aB!+HDv3nDkCX~ga-c~#ii**U`~m21zQ
zJp!Vlto;1^&DU>k&%dvI^x?B-Yz#Zf-b(G+yO;Nys*1{kb91dFCxOmo0$o`@apFYK
zg&n-#V)s-SmWFPd)A9P%)zvfK^>=m}TJ)WeDwK><s#>^YiAv0#3c=9TVP_}QsHmxd
z4p5SEb$j+~?e=?3t5)gPevH^tQTXN6Rqd^jch|-44tj5~e9F5Ie(Ni}XFf0d{LB}0
z6HLUe5={};lN&@pTlGPsN>yK9rFz&sdh{sBdum+RsosV&)9U!Rxt)uOirU_SPNzQF
zC2Fi9fAZwXnQHQysv$Qk{liv=@it7US~>HJ;LXkH{35O=FPj^k_+`kbxJZ1{#*LsW
za{m2z+<!$#+F@1!=-M_=W4!F(#K_DW8x%pc?bX%c$#-{^&Xf}t6`dN@R`m7NRUh@Y
z$B!L*bg-Fy!}jg|zBV$lvY=*Kx48bZd*%+7N=wyG%&{y6tum;ns8~?@`y1QwC13tp
zl)aIVv#Xi0%T`g5(YcMM@~I_nV`F1LsAzo6N7q-sc^Mu(er%X{sKsY~@TL?`P?p_M
z_IB36Z=RFYQg3BD2a4?2y*vH2ZRDmDPf%k7)XivO<>vV&Yf~X0ZI;u}-p+n&Yj*mV
zY@tZ0X$gW813_nYf)aMo(^D^QY*a3>l09_j5U8%-^ZA_hjg86e*Ayqs1RWg!Iwn!h
zwkqM=981u-tuZk%1wTKfy12SNJa7O1$ou{O`OMAD=UA8XeSLl1eQVZL(9!M{m6Z?Q
z-QE4;>GXKekxrb#YD=!|U<R$90yP3a?cJ$bp-pSo>VgcvwKY5YhwSCeQCl(?<>lpD
z+S{E2MZUbfef`0G!3h_eL5D$t><(Ee#Kgq(;m611H#ax4e}8w^`EVO={7RnHb$@?>
z_jF`jR0>%Uz&O{sylw4TUC`k|O0HcCJSHkh&NEIr!U4MEH*|HF>vF%j3EA1*e}8{}
zyng>bP>(@SNNCbSOW)aMM?rUTetUa+an#nV4O_RmE_Uk;*q(P+Cz+dz%jxg0ub@Kz
z&5e!Brdd}Gv~r7Y$h@p}<L1r8r>CY$R!vDUi*ia?X~E<)#a&`^&(qI+l9oj(V!BZ*
z{QUfDA~rI;zP7e`{d)aFhYttttNE!DufO|r`o1&8C$_|Wc^|wgWaX7(Q$0OBL8pi8
z`}-}rrM(^0{fgLEQ<>G-y?(vE-QO?4J9g~?U7G`1QdLl3P*YnAy13qFrqR&{TbrAj
zK<BEzxxZf?l>48YoLu<f!NHi{aW9|pN*E}7{r`FM<nzIxzK3!8xt7I?mBsYqde%m7
zU*tE}3Y7Tv?A>czyFT@+<iwlXK;4AT&(F8do-N(f)C8*BpkpQ*Hg7)tVa~y3_T-zJ
zQZ>TXNPxyyO|!3o+JF{SUo^DB*UfqPeM7-RC(t$l_dXfVTK{GGzfbAhyB=Q;I$5IP
z|KIP0&(27mnQ6=px;*9fw%o!G4;;7T-MzKq{d-q?VWr}wD|}X-b%P8JC7PYij8gi?
z)7jCnY1*giqE}Z|78DgVZQpLbtK{XP(g?9uXp;mqC6Gee5Cig9#U?Gy-Wii7O)}{N
zcfObWsY`k6bV*29V3SrWw>TR^%#H%b#~vLW9cRw(|NoC0bi~b7Gl5f=XEaO*1uYMH
zdTJ`@_AeE6^=w%_LBWYPJ^cKRb%|<&I-X6e+)NKVI5H1|hcs@1MkCfnoB#OzTiL)s
zz|PKY!^Vvlt#p)>lzdfGRUh83|9=#;2&wqFACIJwO6l(A=H_D;1LHuwf4}K^v7idN
z@bR&Q-qZD>+MQioQp9R%Y7A0N2<-WKEjl1nw6nAG!>3P|taMH_gB<tj;$rrini|j%
zYYYr?{_o#g-QV?S&wYk}XE;vTHm;5F32|_l;=Lz3No0>`FH7&iY-xQ7m7ta@a_`-E
z(v&;hIMo=pS}t;5tk$*U$SMUl-`<N+Tf?}uLc<wbJIq%s=-#v6{!{X+T@s>+?9-kX
z^F812{>(YM&+}}pf8VW4kCT=@VdO3&Bp7&E*;7bHMrKN4c=`K#u7!n$CQ`h2?%uu1
z>+UPWJt2L;)vS;As^1?xf1Y36f1XLiwAr(}%kS5Uv-8Wje13Ko)S(0&#=HOL+58Z%
z+h4xCy2@R(SML9>>-z)3!q^m9j_(o@44fPi7S^_DlMzEhYb$F^Y^-6z0fr0{si~6#
zgO4yRna0J%wISuC(2binukKire}5n7`YI<UCNFRAjU_LGK-Vs~_sKN2vhKbs0xFXZ
z9B=?7;qY}ajdAPS1)Sc3W=B^|OqKlh?OQ=<>C^9mLA>`Xw|-e}|CdvL{~seQZSBCI
zprj2xtFJEFvqwhVZ%)9mux~FeGB>mHyJcl*fsT<dRWgq(D=W*mzi;oSip$G<CCu~Y
zbakGQ{=NO*#{SphFlxG#6<^nS(7E3Vy1Klbot>t7{@&is9v&SBTVp}zyKLWXzVF|!
z?BJtI+;42joP100j1){S)THTBR$>bND_5=JGBh;o=;&xzzkdD2PlpaUiHM6YuKxbc
z?R3?*H=U1<_s>>>+}6;1L@~l&)6!CMx?b#|dwZ+1W9pus5@l$ZJ$v>=BXe_eP}8((
zuiUh0)4tA{3>xZNq4-F0!t#Q@ze+*teIFibJ+=0YTv%KjAA_mio8;8g)D56fO~Jt6
z!^R5!iU0omypUmXif57O#%<f!KAg7QCLb0Un7HBG;Z@v|=ggUt-s`ph(Y3YF7G-Z{
z+%h~PhUT5^b)ohCkNHn+J<jxm^Xb#4p#J}lFPHrT0|FQr1e_KuTEtYfSI%lKA0Hpz
zsSB%LEsWsbRrHi=&YU@NmVaJ7I@-<9aR2|m?_W0yF9Ds9hb6$a|BKyIAz1tCOQ5ye
zViiumo)0eH-rw(MWM*S<=q>j2nACFPMg%Ag>gnmdxWC`tEdO54hQ9uO{;2JFy=&I2
zk&1tOYist6z18M-?%tKJoCdyt=Spx~Twk}izLJH-3}K(^LfjM7LxO^uK)17RJwM-G
zJ~cJf!^^8_`EvD|+FC(T(bli8uRlIB)A-cdip`rh8&-TsSQE9C3$$sd4}4d}6@?89
zm2Q83e|Puv<n)_ovvSMR=g${sUtd@8Zs&7QHGAn&5a>GY+*?}?PE>ZUU<Z{dN?DsK
z#Mf9UcuqR_7<Aa#@9*#1r%xAuc5ZHW>gj2UDk>~9XU^0CkNmIjd@Lyd8VXi2lAH&<
zRcLY|<0XbWyUY1OLu%amdl;mpr9n%|tG~Sow4QboROl~Sy!hes=j_(j)?0FKizOfH
zIk>a<`IWx3ZCj#rQzG3Q92#x~o;kHK`M7|T6j!esb98j{kKex^Z$57qY&|XV#Oc$A
zZ){AyxT`c9bi#7-@xF*X6^8FW$8-Px`@UXKT)cgubGy^xiw@IL*TnDNcdWFyxY#h|
zgusp4x1ASXOgPlS32Fy*3Y**cUpnr@v1Hk@q#qw1W?Wvz`v!auBLCX3=*KasU+n!q
z%dHEGjO_HAYvnjCRVRMm9T!h&{d3Hh7<}ef2xewx{&+0^pF>|?f620CkG5WqJG`&<
z_lHy3>sQFGzxeyb;{Feh`|XpitO(@b;5cw~b@;}jr(Pv*Z;7_^%eyW2n|q}%BMec*
ztdu>vCM7KmR9DCDE<1Xtl{+y#z5V~6=k_PgpAWZ=T0DLJ{C+vxssk4<3SM6B-#&S=
zFsRSFV~2%|bs5j??fK!>NsEi#-ZIsR+ar;Cdz<U?b8|Q5-`^*7U0XxL;r_nbhc8}q
zw6w5HnKlh{rygjXa-WPP6E}CAYvmO6myfN>-znJG$bbr_Wxli7($mwQ*6uBTAD5Dz
zKHIKB`QwuJ57|{!RUdwOdfM$e>t$t*psNoLx3{Wzf-YtDigtBv{qX6N5GXqs&irXn
z@?ye;*I(IkpP!p692OS#XzliUL7G#4N*Sm1NSI_y;NapC`uFc&)^S7b?fLgX<BLi<
zIzDeT(mYpR<%*o<>gU(z`1?qwaI4PgN6*gA)>6%$^X~3$^{%e276B(2+o}+cNh;UY
zMyGGNw<Ys(%i6VTL1A?3+nbxpDxN~w*VY(D-aGcf^Vg4id#gbm1-J9P{r%#bbh_WX
z$(fvz+cWQrZOqygD?Due|M~o=ncq%el1it)-OnQ-fzrBs2ZL^2TN|C2n3!l_?$Ir#
zYmj<MM8>MbV`k~xto7yZ@44+?QdwDf@cMOeOG`_wrAGejd@>GEQBp#}!dLr}!azN_
zM~{*+wnj1R|FcQ6;{ODz;HW4rhJvy(vyAf6(pH_*8Ta<=l-ekz>+S8mc;6b&s3<8X
zC#NYtH!&nUIMDdv+c(g}YwUbM>AmVNlfAvYzr4G9d&S>g^Lq^fO~?1ggJL49_}Ll9
z<9)Ipci;cJPA+(+xR`>Lb>SnHJ$v`|wypm1=4NoD-`B+}R&*H8xVCWBDy<_&jwmQ8
zG40#8FYCCW_RX6&3knJjJUu-fboidNwY7zXg@Tq=SMtu+4gmoIEdm_;{KxJ8|MY+I
z{CV=}X}X}>b8>QY)~sE7wJ)QLi<>(zCZ^}z-QCi<uWxQv?~}J*=d^0s!&6hW84f&-
zm$fW<!f|bVeE*RnE`0l|xO5ys%ATGQ-LZ40<ksCgcRF%39y;VC8Z>i1XijCp0*2({
zeWBJ};MUJl@97&VJ|=BlJY#P0^K*{tuP6Wb@KD04MB~z>OQ2X-vSf*ZjZMtkir%<_
z0s~NEbj=!_l9!iQL8aG^kB<d~g_~1PPg^N_UMIAkv+l~r_rJcrzVQ0%vc9V-HGe)H
z2bFmSB`*TDE}qf)^73-f{gbEokAF$2Xq|rQ)ala~7rAmTF4NZ5PPM$c_RgIc7k78i
zsKN|`#HL$?XAXUReH~P^v~r6dI(gFbtwq}MHEVdDK79(BJ_=hC!N?$Cn8fn#-rjD|
zJ#uz-a&K>K4Yo{u{OsMkz5@pwT3TB{on7m)Hw|H{TUW2vUbJY@mA>?{RsFgB*8d7W
z-P`r`VY@tN<+_KTUt4o?^Q}Uuy<4-dKl<|W@}59f-3<(ZGq-Ln?RD1B($bppG^D(%
ztIHtghJl5Z)uY+@`yRf$WMx$UuO`Dp%EjG%wd_%y(0V?bnqzr?etZOV5BOxQjxaru
z1f7Txyxh+<E^gkZ?mr!Z$_4-b)t;GWEB*LbZ}Z~Ci%)5u_5NBt>$v^po10R(?^VCI
z-ShX`?HN|3t3b}VbSdb}Y;*q2X=j~QhpoNRclkvD$Fx&-?%bIYe35@u-s9Q3-hqaC
zoZEN~zP-JDWA=5u9lLg|l0B*O1XBNYbapyAIx?16$?C=J>FDa>dhxaDMTym&9fi(s
zXY@vWecsUB-R)TY)pgRF`{|SC%;{MdyIYEvor{<E=v?da3R@@J74KfV%l@A;XHLbp
z#eAU4!XF*!1PvZcoHJ)lnat)5B`<?se68w{vz4-%%V#y0Z@PXw+lSNXoBWnPHaHZ2
zkjW(#w65Xi=Jdd@u(S*RF8kX%PEsj(cPDab%Co2M?(PN+y2r)ImA$#q$R}&HLiS{i
zh=_;-N8^kc5)~B{2M!-*o;PovMa>U`b8{@2{r&yp#6R`yDt*ny;8uQg^**;Xsi&u@
zolo)W>goao?BZ{)^!cYwow}?q<y+L&tk!9|(T`qST<mtbPsZ|4a=ffn%?|_676H&s
z_tVpKC#2SWUCj-;VzXD;{KCp$^`|$kuaCF)n8dO+jN9Me|6b;s@DH&oHf`8o5E2%a
z^!3$MuiJa8zfYJotLxt0YUw-kCS)yNwTf%8d;hVAhub%nz7C7i2s{4g&z}vozsqv&
z?~{G`^5v=d>(}ew+Lqh><x7drOe5E~GkR~mxVTuc<-qj#y37mv(#}dnL`8wF;+~t3
zcIftP>Er$K?s0MR9Dj$$*Rn=V6BH0w5M=cE+q2pEk9NP`XRNVi^XAQk-`+&_$k|36
zO?jrQuFkHgsQBT_7Z*1-x8Cb_0^S}uc1%k4d)WFoUPTtr0MeH)B^4DFD`Ynxd}OMi
z1u8*6SJvz-e!ghM3XhqbvCA(fzP+_I>$owuaoQONH#asXXXnDVw@h>H?6{a<`Tq9b
z91|&CCuis0Tj6UW7(FL_`1N}I>ItXzfJO)&K71IlyG-{>l`Ru9^T)s6?<e2hmOH~d
zU#?x)Zt+ax^rY+SVk^F04HuM^<?VHA?&;wHot7XdDEQ`n6!=2h&(D09?)Y&!{@)@V
z|IW@%(8+?JYa7=_Z&%XL;MllvqlT{T(M_qRKV0(GPrS6mQ)^kijNJ9(lT;KfEF{eH
z?}3gJ_;9!UzNF3m*xhBO=Y*a1SH%1;dw1vN3!k}u%b6K|{QC9j#&-)Xzb23W@88|s
zopfzYBxo+~(5+ihUtV4HPDxE&DSJAHg_V^va+>^4_pizt8XhbxEGuLW=Y)iXb^Z8J
z@$lh8#i%VApv$^lgMudA+IZ&J{r~^UL0ulu;f0`L?BV0b%0fayNB;i)ezotK#?IZl
z?LQfZFTbq$`tR@i|HYi!cm&JJ%0T6q&kO@c5pnU=GxmI}h>?%qQ}Hppzjm^^e^|A+
z)E4zxe)|=>&RYuqdhF>`U=<5#=<&ueLvD>!JIn-bw08KkvBD<txnZqAG3fP^Mmi3l
z#(&3&l!yiaLGZGL4GfB4lO`uJVl~M2+P}ZQ6;B)S$yh8Xn_>kTOg~}7-{|6!^<cTa
z;Ka_g(cAep={&x%G1=?(xw+OK|NVZydd4g9lP6C`Y|o4BJ+0ztR5&Z1g_TuNL1DqG
zBR}dG7&tjW=K}a`*Yuo}_1oFy%9V`_ib_ET569Pmx`ax0c5zEh{(n9y9)BgG0W^oO
zXOGO^Utf(Y)x@}5T%NVEatH=8E3~Yb{x&Qm<jT!$v&{43(r+s%En3#i${{%M6ewNm
z@B6{Tpm5qKCDLtk+Sw^joj6p~)DE3L&wuUOwSv;pqt@^DG|x8Am&!SQ_pa>1g$qxd
zIpfkVXPc0l+k16&I5Wewb+O%z%<PAb9%T&+3;Xc(tE-n+*TK)WHZ}#nzGS|+z1{z$
zVZs3hhW>qQPiE)ubNv49ZentBGpJBmyZxS1V&cMsR+H6yoA&Ot<>KZxOgh4G<MwUP
zfU<G=xizH^RZkm%?z?-t{r;i*_vJx0eExj+-QC^2*Z$tV|8LnB(2cWG?N**_<CUKB
z_hN<#Xk`1-=g(80?%cU^!^VvVmv~O@i93Ag5L5B<b8D~u6A(0270Y5*P|A9BukyL9
zh?p4Yyqp_53Kw6T{%K|Ka?sHo9Q^$5IXOCdF*_QjYKK2M(kX0F@nJ#G8jndWckaZ1
zRzOUgIB|wmsg_mA3kC)cPtV5r^X1$4<@va|xl>Y76tuLsoH#(M&lo<uTs~jP%1Y|n
zw{H;}5*S+q3JMDYi)?H}v`kG!A3l5tI{HOONGKpAq~*vFmp?xq_gmEcu>cJpJP!>G
z1?A1X)!&b)&#!5+t^Stq^V3t%ynjkc%GzIV+vV#(t+z#s7A558_b*wZ0$TcWX{mQX
zNeK%BsE>c};K72jGPjx<n=e(ips~61^z_AVGq*<R#Ox4AKHldFIvVBQ&vX@4RYe1X
zfSdC2^75cIIH;P8h>&n{aw>R!PS$6Z3Flm^(ky|)FFHD;Y#d!&)TYjwrIivX_W#Fm
z`zhOAyvR^Iz3JjE`#&F=C#ZPl+}m?=fvvG|u*W17v)o%tw(Q)!n>%uvYgpK{i)C6`
zT0OVgcqEnf?AgO}>(8G*F8}}i?Y(w)d;a_hsgZB)?~mtDY>8VhuBWH>XzBDgq4M|l
zLa*K4nA|==#ZxD0i$~^clgvpIQX@0AMm6V_y}cFs<;BIrFSg2wiHNBD`TLjmmWrnk
zsL_6?mD}s~$;s-iDxQx%pSKUc<<=vin3I#^QdhU{(zMyLwRLoKcz#7Mzs$+a%{_6#
zgoF=P%l+qzO`A3?>Et9;ujtUwsV{DCUtdsMEUc=k`iQ^&M>DADYf<**M)LR8j*gZG
z0y;{I*m7Q9TMN3c-LT++!;~pgH0nY72j|X}-S_`rb@NwS8ynF5Sc~6o$++nB^Z&QE
zw>3019rxG$1>Gb(W!f~m(shg7`xoulArTlD$acML&$nCIA3lCO*e7e<Gw<_<nSJ|e
ze?R*3^RxfoTUXim<#@`=%b#xCzuz8|IC8^6LlupUh4c4(WQ(hK$eOyBPu5Do!s13k
zH0aJ=0j9-ny+$w6)6>(p<ln!yV7{uSQ&yJNsZ*ywt;i)ymL%NUQ~Bc3Qt!3jTRT>0
zJ_P&b4QP*Z<>$0s=Qb5jr^3RGj<eg_-Ft6aR(w!+^ytxt%l`Hc&&{=FyS=0Iwb+}t
zZ|7@G_gmhq;`!m*H?yc`j~_RK`ubZUBO@IbUzFHlX=U~3Sg*AI*IoQscXw?Kyxn{o
zG>#t_7sscsufO=KRmqEnxz^=c{hvR53J47ieY|UuiezlV`<E{}ckHk@GsjZ+-@ktm
z8xkDXesAtru@Y3^UTFvo4Lx}DC}_1pXs>wA_MDrS9&FsYb?Zf|=jZ1iU*On$VPmp8
zX!Ln)^mez;&(3a4KF+72rnYF+s#W(sg;#%A^y}BXG~d5pEJ8y=C!|X5E_=JGu*u2V
z+IsP}ySvMsC#i^tiD{*KcXYh?2rBYT8Tx0vUKG2#?8Lcq$F$e)Niyhpm6?)~^5EXy
z>JukU7)W$YnLGFI5lgvi+j65h6bqi6kz`?ImDI5=e#UcaTW<8~HKi+4Pfy#hZQHS(
z#m{@DJ$?2}$|mpnI@uP1g7Wh9A9YR~4hjmIFn2ER+OTeZ`#%B`Cr-SvueN$_s=AU<
z`X08Hjung>wr*wpaQdqxzm#p2iI%o@_MY9B{{H@6`1;z~<9WM(`5bIcw*oB)ymIA=
zRIyD>_5E2T@9)W;J9iFLD8;Q0zXduTYt9^*mX;QqGU>0r(^6U3*_CZ=?>-3IWoc=7
z;>;P7i1H^VCQeBGIdSvF`2BUUKmQ+U<vta=;n|s)pgzgN+xh#Cw(&~8N_X$*IKy+k
zK|pZjgNKPucXyRG3ou<??(beuU;r9KG)z9WAbx*cM^BH7lM|EQ9E-;L|GsVCuw~1U
zo14=?Z8{ZI)x;+!Chq?gb@e<aC#Pddii(%F_s8e<|0VVG^mbHzT@~0jWr|3~)~Jfg
z%7Zs=O8))*-TYKeVq#;z-7gMMS$TcE{IOo?_SNC*l{7Uu=gpf}@%?W3>lMrAo&EiO
ze}C-mvWHj0<6T2SM7~tn+WmfG{Nv}(hfhvUK2<eu-n<_Vn)wa#@7aJxw`Z<@^5^Gg
z4}X96loXY;Gcy<&IQaS7dwYA0%1>We84Q}WIdbe+(uD<%1*N5-sqvj1Qrw_cfmTJu
zipwV^DucRfXJ?yh7dQ4u8nZD>m@@~|sZ74QDs+Z@y`7GZ4(P@>PGPkL{`2kFZm-GY
zn7VztIcRweE4Ns}vokY6HywwBh?q$6F7uh0wBg;MR_?-=msCM(yp}Fq%E7}E!Zo3N
zyKUhkmm9ZkDJd#4f^Gs^yH@vJ&1YW~6%~!*2AiyU`Ro67e3jd}o`3uA-@lcOjfFvt
z&X^dPxSEfyM~)v~ykWzI1q_T0pzXrW?R*g%lUj?8tt@?gO~NRJ!^zp1kwH6r-H}FS
z_6gIbr4<DJogQDuSzll8;^Ly9to*q1TW80Lm6Kd@*IiQvw|G{u(z@*g+UCTArxEs#
Z-&`U><z>H99s>gdgQu&X%Q~loCIDA!H01yQ
literal 0
HcmV?d00001
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-105746Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt b/Code/MonoMutliViewClassifiers/Results/20160901-105746Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
new file mode 100644
index 00000000..ab261f36
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-105746Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
@@ -0,0 +1,116 @@
+ Result for Multiview classification with Mumbo
+
+Average accuracy :
+ -On Train : 81.5158825307
+ -On Test : 46.8292682927
+ -On Validation : 69.2134831461Dataset info :
+ -Dataset name : Fake
+ -Labels : Methyl, MiRNA_, RNASeq, Clinic
+ -Views : View0 of shape (300, 14), View1 of shape (300, 8), View2 of shape (300, 12), View3 of shape (300, 16)
+ -5 folds
+ - Validation set length : 89 for learning rate : 0.7 on a total number of examples of 300
+
+
+
+Mumbo configuration :
+ -Used 1 core(s)
+ -Iterations : min 1, max 100, threshold 0.002
+ -Weak Classifiers : DecisionTree with depth 3, sub-sampled at 1.0 on View0
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View1
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View2
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View3
+
+
+
+Computation time on 1 cores :
+ Database extraction time : 0:00:00
+ Learn Prediction
+ Fold 1 0:00:07 0:00:01
+ Fold 2 0:00:17 0:00:01
+ Fold 3 0:00:26 0:00:01
+ Fold 4 0:00:34 0:00:01
+ Fold 5 0:00:42 0:00:01
+ Total 0:02:08 0:00:07
+ So a total classification time of 0:00:43.
+
+
+
+Mean average accuracies and stats for each fold :
+ - Fold 0, used 14
+ - On View0 :
+ - Mean average Accuracy : 0.0847311827957
+ - Percentage of time chosen : 0.92
+ - On View1 :
+ - Mean average Accuracy : 0.081935483871
+ - Percentage of time chosen : 0.01
+ - On View2 :
+ - Mean average Accuracy : 0.0851612903226
+ - Percentage of time chosen : 0.03
+ - On View3 :
+ - Mean average Accuracy : 0.0855913978495
+ - Percentage of time chosen : 0.04
+ - Fold 1, used 15
+ - On View0 :
+ - Mean average Accuracy : 0.0910989010989
+ - Percentage of time chosen : 0.89
+ - On View1 :
+ - Mean average Accuracy : 0.0860989010989
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0958241758242
+ - Percentage of time chosen : 0.11
+ - On View3 :
+ - Mean average Accuracy : 0.0919230769231
+ - Percentage of time chosen : 0.0
+ - Fold 2, used 14
+ - On View0 :
+ - Mean average Accuracy : 0.0864516129032
+ - Percentage of time chosen : 0.92
+ - On View1 :
+ - Mean average Accuracy : 0.0817741935484
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0876344086022
+ - Percentage of time chosen : 0.03
+ - On View3 :
+ - Mean average Accuracy : 0.0870967741935
+ - Percentage of time chosen : 0.05
+ - Fold 3, used 13
+ - On View0 :
+ - Mean average Accuracy : 0.0753888888889
+ - Percentage of time chosen : 0.89
+ - On View1 :
+ - Mean average Accuracy : 0.0780555555556
+ - Percentage of time chosen : 0.01
+ - On View2 :
+ - Mean average Accuracy : 0.0793333333333
+ - Percentage of time chosen : 0.03
+ - On View3 :
+ - Mean average Accuracy : 0.0818333333333
+ - Percentage of time chosen : 0.07
+ - Fold 4, used 13
+ - On View0 :
+ - Mean average Accuracy : 0.0769662921348
+ - Percentage of time chosen : 0.88
+ - On View1 :
+ - Mean average Accuracy : 0.0785393258427
+ - Percentage of time chosen : 0.01
+ - On View2 :
+ - Mean average Accuracy : 0.0793820224719
+ - Percentage of time chosen : 0.02
+ - On View3 :
+ - Mean average Accuracy : 0.0829213483146
+ - Percentage of time chosen : 0.09
+
+ For each iteration :
+ - Iteration 13
+ Fold 4
+ Accuracy on train : 48.3333333333
+ Accuracy on test : 0.0
+ Accuracy on validation : 48.3146067416
+ Selected View : View0
+ Fold 5
+ Accuracy on train : 48.3146067416
+ Accuracy on test : 0.0
+ Accuracy on validation : 48.3146067416
+ Selected View : View0
\ No newline at end of file
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-110842-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-110842-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..7b6590d9
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-110842-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,400 @@
+2016-09-01 11:08:43,019 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 11:08:43,021 INFO: ### Main Programm for Multiview Classification
+2016-09-01 11:08:43,021 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 11:08:43,021 INFO: Info: Shape of View0 :(300, 18)
+2016-09-01 11:08:43,022 INFO: Info: Shape of View1 :(300, 16)
+2016-09-01 11:08:43,022 INFO: Info: Shape of View2 :(300, 20)
+2016-09-01 11:08:43,023 INFO: Info: Shape of View3 :(300, 18)
+2016-09-01 11:08:43,023 INFO: Done: Read Database Files
+2016-09-01 11:08:43,023 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 11:08:43,026 INFO: Done: Determine validation split
+2016-09-01 11:08:43,026 INFO: Start: Determine 5 folds
+2016-09-01 11:08:43,033 INFO: Info: Length of Learning Sets: 169
+2016-09-01 11:08:43,033 INFO: Info: Length of Testing Sets: 42
+2016-09-01 11:08:43,033 INFO: Info: Length of Validation Set: 89
+2016-09-01 11:08:43,033 INFO: Done: Determine folds
+2016-09-01 11:08:43,033 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 11:08:43,033 INFO: Start: Fold number 1
+2016-09-01 11:08:43,242 DEBUG: Start: Iteration 1
+2016-09-01 11:08:43,249 DEBUG: View 0 : 0.508379888268
+2016-09-01 11:08:43,256 DEBUG: View 1 : 0.469273743017
+2016-09-01 11:08:43,264 DEBUG: View 2 : 0.519553072626
+2016-09-01 11:08:43,271 DEBUG: View 3 : 0.530726256983
+2016-09-01 11:08:43,306 DEBUG: Best view : View0
+2016-09-01 11:08:43,385 DEBUG: Start: Iteration 2
+2016-09-01 11:08:43,393 DEBUG: View 0 : 0.664804469274
+2016-09-01 11:08:43,400 DEBUG: View 1 : 0.709497206704
+2016-09-01 11:08:43,408 DEBUG: View 2 : 0.765363128492
+2016-09-01 11:08:43,415 DEBUG: View 3 : 0.675977653631
+2016-09-01 11:08:43,457 DEBUG: Best view : View2
+2016-09-01 11:08:43,606 DEBUG: Start: Iteration 3
+2016-09-01 11:08:43,624 DEBUG: View 0 : 0.664804469274
+2016-09-01 11:08:43,631 DEBUG: View 1 : 0.709497206704
+2016-09-01 11:08:43,639 DEBUG: View 2 : 0.765363128492
+2016-09-01 11:08:43,647 DEBUG: View 3 : 0.675977653631
+2016-09-01 11:08:43,692 DEBUG: Best view : View2
+2016-09-01 11:08:43,912 DEBUG: Start: Iteration 4
+2016-09-01 11:08:43,920 DEBUG: View 0 : 0.703910614525
+2016-09-01 11:08:43,928 DEBUG: View 1 : 0.731843575419
+2016-09-01 11:08:43,936 DEBUG: View 2 : 0.754189944134
+2016-09-01 11:08:43,943 DEBUG: View 3 : 0.703910614525
+2016-09-01 11:08:43,991 DEBUG: Best view : View2
+2016-09-01 11:08:44,265 DEBUG: Start: Iteration 5
+2016-09-01 11:08:44,272 DEBUG: View 0 : 0.703910614525
+2016-09-01 11:08:44,280 DEBUG: View 1 : 0.731843575419
+2016-09-01 11:08:44,288 DEBUG: View 2 : 0.754189944134
+2016-09-01 11:08:44,295 DEBUG: View 3 : 0.703910614525
+2016-09-01 11:08:44,345 DEBUG: Best view : View2
+2016-09-01 11:08:44,679 DEBUG: Start: Iteration 6
+2016-09-01 11:08:44,686 DEBUG: View 0 : 0.63687150838
+2016-09-01 11:08:44,694 DEBUG: View 1 : 0.653631284916
+2016-09-01 11:08:44,701 DEBUG: View 2 : 0.765363128492
+2016-09-01 11:08:44,709 DEBUG: View 3 : 0.68156424581
+2016-09-01 11:08:44,761 DEBUG: Best view : View2
+2016-09-01 11:08:45,162 DEBUG: Start: Iteration 7
+2016-09-01 11:08:45,170 DEBUG: View 0 : 0.63687150838
+2016-09-01 11:08:45,177 DEBUG: View 1 : 0.653631284916
+2016-09-01 11:08:45,185 DEBUG: View 2 : 0.765363128492
+2016-09-01 11:08:45,192 DEBUG: View 3 : 0.68156424581
+2016-09-01 11:08:45,248 DEBUG: Best view : View2
+2016-09-01 11:08:45,732 DEBUG: Start: Iteration 8
+2016-09-01 11:08:45,740 DEBUG: View 0 : 0.63687150838
+2016-09-01 11:08:45,748 DEBUG: View 1 : 0.659217877095
+2016-09-01 11:08:45,755 DEBUG: View 2 : 0.743016759777
+2016-09-01 11:08:45,763 DEBUG: View 3 : 0.692737430168
+2016-09-01 11:08:45,821 DEBUG: Best view : View2
+2016-09-01 11:08:46,359 DEBUG: Start: Iteration 9
+2016-09-01 11:08:46,367 DEBUG: View 0 : 0.675977653631
+2016-09-01 11:08:46,375 DEBUG: View 1 : 0.698324022346
+2016-09-01 11:08:46,382 DEBUG: View 2 : 0.759776536313
+2016-09-01 11:08:46,390 DEBUG: View 3 : 0.692737430168
+2016-09-01 11:08:46,450 DEBUG: Best view : View2
+2016-09-01 11:08:47,051 DEBUG: Start: Iteration 10
+2016-09-01 11:08:47,058 DEBUG: View 0 : 0.675977653631
+2016-09-01 11:08:47,066 DEBUG: View 1 : 0.698324022346
+2016-09-01 11:08:47,073 DEBUG: View 2 : 0.748603351955
+2016-09-01 11:08:47,081 DEBUG: View 3 : 0.698324022346
+2016-09-01 11:08:47,144 DEBUG: Best view : View2
+2016-09-01 11:08:47,805 DEBUG: Start: Iteration 11
+2016-09-01 11:08:47,813 DEBUG: View 0 : 0.664804469274
+2016-09-01 11:08:47,821 DEBUG: View 1 : 0.709497206704
+2016-09-01 11:08:47,828 DEBUG: View 2 : 0.748603351955
+2016-09-01 11:08:47,836 DEBUG: View 3 : 0.687150837989
+2016-09-01 11:08:47,901 DEBUG: Best view : View2
+2016-09-01 11:08:48,631 DEBUG: Start: Iteration 12
+2016-09-01 11:08:48,638 DEBUG: View 0 : 0.664804469274
+2016-09-01 11:08:48,645 DEBUG: View 1 : 0.709497206704
+2016-09-01 11:08:48,653 DEBUG: View 2 : 0.715083798883
+2016-09-01 11:08:48,661 DEBUG: View 3 : 0.687150837989
+2016-09-01 11:08:48,729 DEBUG: Best view : View2
+2016-09-01 11:08:49,552 INFO: Start: Classification
+2016-09-01 11:08:50,936 INFO: Done: Fold number 1
+2016-09-01 11:08:50,936 INFO: Start: Fold number 2
+2016-09-01 11:08:51,197 DEBUG: Start: Iteration 1
+2016-09-01 11:08:51,205 DEBUG: View 0 : 0.531073446328
+2016-09-01 11:08:51,213 DEBUG: View 1 : 0.468926553672
+2016-09-01 11:08:51,221 DEBUG: View 2 : 0.463276836158
+2016-09-01 11:08:51,230 DEBUG: View 3 : 0.412429378531
+2016-09-01 11:08:51,269 DEBUG: Best view : View0
+2016-09-01 11:08:51,351 DEBUG: Start: Iteration 2
+2016-09-01 11:08:51,360 DEBUG: View 0 : 0.728813559322
+2016-09-01 11:08:51,369 DEBUG: View 1 : 0.717514124294
+2016-09-01 11:08:51,380 DEBUG: View 2 : 0.74011299435
+2016-09-01 11:08:51,389 DEBUG: View 3 : 0.700564971751
+2016-09-01 11:08:51,447 DEBUG: Best view : View2
+2016-09-01 11:08:51,611 DEBUG: Start: Iteration 3
+2016-09-01 11:08:51,620 DEBUG: View 0 : 0.728813559322
+2016-09-01 11:08:51,628 DEBUG: View 1 : 0.717514124294
+2016-09-01 11:08:51,637 DEBUG: View 2 : 0.728813559322
+2016-09-01 11:08:51,645 DEBUG: View 3 : 0.700564971751
+2016-09-01 11:08:51,695 DEBUG: Best view : View0
+2016-09-01 11:08:51,911 DEBUG: Start: Iteration 4
+2016-09-01 11:08:51,919 DEBUG: View 0 : 0.706214689266
+2016-09-01 11:08:51,926 DEBUG: View 1 : 0.587570621469
+2016-09-01 11:08:51,934 DEBUG: View 2 : 0.717514124294
+2016-09-01 11:08:51,941 DEBUG: View 3 : 0.672316384181
+2016-09-01 11:08:51,989 DEBUG: Best view : View0
+2016-09-01 11:08:52,265 DEBUG: Start: Iteration 5
+2016-09-01 11:08:52,273 DEBUG: View 0 : 0.706214689266
+2016-09-01 11:08:52,280 DEBUG: View 1 : 0.587570621469
+2016-09-01 11:08:52,287 DEBUG: View 2 : 0.717514124294
+2016-09-01 11:08:52,295 DEBUG: View 3 : 0.672316384181
+2016-09-01 11:08:52,344 DEBUG: Best view : View0
+2016-09-01 11:08:52,682 DEBUG: Start: Iteration 6
+2016-09-01 11:08:52,689 DEBUG: View 0 : 0.71186440678
+2016-09-01 11:08:52,697 DEBUG: View 1 : 0.666666666667
+2016-09-01 11:08:52,704 DEBUG: View 2 : 0.745762711864
+2016-09-01 11:08:52,712 DEBUG: View 3 : 0.689265536723
+2016-09-01 11:08:52,765 DEBUG: Best view : View2
+2016-09-01 11:08:53,167 DEBUG: Start: Iteration 7
+2016-09-01 11:08:53,175 DEBUG: View 0 : 0.762711864407
+2016-09-01 11:08:53,182 DEBUG: View 1 : 0.666666666667
+2016-09-01 11:08:53,190 DEBUG: View 2 : 0.734463276836
+2016-09-01 11:08:53,197 DEBUG: View 3 : 0.61581920904
+2016-09-01 11:08:53,252 DEBUG: Best view : View0
+2016-09-01 11:08:53,718 DEBUG: Start: Iteration 8
+2016-09-01 11:08:53,726 DEBUG: View 0 : 0.762711864407
+2016-09-01 11:08:53,734 DEBUG: View 1 : 0.61581920904
+2016-09-01 11:08:53,741 DEBUG: View 2 : 0.751412429379
+2016-09-01 11:08:53,749 DEBUG: View 3 : 0.689265536723
+2016-09-01 11:08:53,808 DEBUG: Best view : View0
+2016-09-01 11:08:54,343 DEBUG: Start: Iteration 9
+2016-09-01 11:08:54,350 DEBUG: View 0 : 0.728813559322
+2016-09-01 11:08:54,362 DEBUG: View 1 : 0.598870056497
+2016-09-01 11:08:54,375 DEBUG: View 2 : 0.734463276836
+2016-09-01 11:08:54,384 DEBUG: View 3 : 0.61581920904
+2016-09-01 11:08:54,445 DEBUG: Best view : View2
+2016-09-01 11:08:55,064 DEBUG: Start: Iteration 10
+2016-09-01 11:08:55,071 DEBUG: View 0 : 0.734463276836
+2016-09-01 11:08:55,079 DEBUG: View 1 : 0.71186440678
+2016-09-01 11:08:55,086 DEBUG: View 2 : 0.762711864407
+2016-09-01 11:08:55,094 DEBUG: View 3 : 0.700564971751
+2016-09-01 11:08:55,157 DEBUG: Best view : View2
+2016-09-01 11:08:55,839 DEBUG: Start: Iteration 11
+2016-09-01 11:08:55,846 DEBUG: View 0 : 0.717514124294
+2016-09-01 11:08:55,854 DEBUG: View 1 : 0.666666666667
+2016-09-01 11:08:55,861 DEBUG: View 2 : 0.762711864407
+2016-09-01 11:08:55,868 DEBUG: View 3 : 0.700564971751
+2016-09-01 11:08:55,935 DEBUG: Best view : View2
+2016-09-01 11:08:56,694 DEBUG: Start: Iteration 12
+2016-09-01 11:08:56,701 DEBUG: View 0 : 0.723163841808
+2016-09-01 11:08:56,709 DEBUG: View 1 : 0.666666666667
+2016-09-01 11:08:56,716 DEBUG: View 2 : 0.762711864407
+2016-09-01 11:08:56,724 DEBUG: View 3 : 0.677966101695
+2016-09-01 11:08:56,794 DEBUG: Best view : View2
+2016-09-01 11:08:57,600 DEBUG: Start: Iteration 13
+2016-09-01 11:08:57,607 DEBUG: View 0 : 0.723163841808
+2016-09-01 11:08:57,615 DEBUG: View 1 : 0.598870056497
+2016-09-01 11:08:57,622 DEBUG: View 2 : 0.768361581921
+2016-09-01 11:08:57,630 DEBUG: View 3 : 0.677966101695
+2016-09-01 11:08:57,701 DEBUG: Best view : View2
+2016-09-01 11:08:58,550 DEBUG: Start: Iteration 14
+2016-09-01 11:08:58,558 DEBUG: View 0 : 0.774011299435
+2016-09-01 11:08:58,565 DEBUG: View 1 : 0.598870056497
+2016-09-01 11:08:58,573 DEBUG: View 2 : 0.762711864407
+2016-09-01 11:08:58,580 DEBUG: View 3 : 0.677966101695
+2016-09-01 11:08:58,654 DEBUG: Best view : View0
+2016-09-01 11:08:59,573 INFO: Start: Classification
+2016-09-01 11:09:01,157 INFO: Done: Fold number 2
+2016-09-01 11:09:01,158 INFO: Start: Fold number 3
+2016-09-01 11:09:01,376 DEBUG: Start: Iteration 1
+2016-09-01 11:09:01,383 DEBUG: View 0 : 0.559139784946
+2016-09-01 11:09:01,391 DEBUG: View 1 : 0.516129032258
+2016-09-01 11:09:01,397 DEBUG: View 2 : 0.569892473118
+2016-09-01 11:09:01,404 DEBUG: View 3 : 0.483870967742
+2016-09-01 11:09:01,441 DEBUG: Best view : View0
+2016-09-01 11:09:01,523 DEBUG: Start: Iteration 2
+2016-09-01 11:09:01,530 DEBUG: View 0 : 0.725806451613
+2016-09-01 11:09:01,538 DEBUG: View 1 : 0.666666666667
+2016-09-01 11:09:01,545 DEBUG: View 2 : 0.725806451613
+2016-09-01 11:09:01,553 DEBUG: View 3 : 0.693548387097
+2016-09-01 11:09:01,597 DEBUG: Best view : View0
+2016-09-01 11:09:01,746 DEBUG: Start: Iteration 3
+2016-09-01 11:09:01,753 DEBUG: View 0 : 0.725806451613
+2016-09-01 11:09:01,761 DEBUG: View 1 : 0.666666666667
+2016-09-01 11:09:01,769 DEBUG: View 2 : 0.725806451613
+2016-09-01 11:09:01,776 DEBUG: View 3 : 0.693548387097
+2016-09-01 11:09:01,823 DEBUG: Best view : View0
+2016-09-01 11:09:02,041 DEBUG: Start: Iteration 4
+2016-09-01 11:09:02,049 DEBUG: View 0 : 0.693548387097
+2016-09-01 11:09:02,057 DEBUG: View 1 : 0.55376344086
+2016-09-01 11:09:02,064 DEBUG: View 2 : 0.666666666667
+2016-09-01 11:09:02,072 DEBUG: View 3 : 0.677419354839
+2016-09-01 11:09:02,120 DEBUG: Best view : View0
+2016-09-01 11:09:02,403 DEBUG: Start: Iteration 5
+2016-09-01 11:09:02,411 DEBUG: View 0 : 0.693548387097
+2016-09-01 11:09:02,419 DEBUG: View 1 : 0.55376344086
+2016-09-01 11:09:02,426 DEBUG: View 2 : 0.661290322581
+2016-09-01 11:09:02,434 DEBUG: View 3 : 0.677419354839
+2016-09-01 11:09:02,486 DEBUG: Best view : View0
+2016-09-01 11:09:02,838 DEBUG: Start: Iteration 6
+2016-09-01 11:09:02,846 DEBUG: View 0 : 0.688172043011
+2016-09-01 11:09:02,853 DEBUG: View 1 : 0.623655913978
+2016-09-01 11:09:02,861 DEBUG: View 2 : 0.704301075269
+2016-09-01 11:09:02,869 DEBUG: View 3 : 0.693548387097
+2016-09-01 11:09:02,923 DEBUG: Best view : View3
+2016-09-01 11:09:03,343 DEBUG: Start: Iteration 7
+2016-09-01 11:09:03,351 DEBUG: View 0 : 0.709677419355
+2016-09-01 11:09:03,358 DEBUG: View 1 : 0.623655913978
+2016-09-01 11:09:03,366 DEBUG: View 2 : 0.709677419355
+2016-09-01 11:09:03,373 DEBUG: View 3 : 0.704301075269
+2016-09-01 11:09:03,431 DEBUG: Best view : View3
+2016-09-01 11:09:03,920 DEBUG: Start: Iteration 8
+2016-09-01 11:09:03,927 DEBUG: View 0 : 0.698924731183
+2016-09-01 11:09:03,935 DEBUG: View 1 : 0.612903225806
+2016-09-01 11:09:03,943 DEBUG: View 2 : 0.709677419355
+2016-09-01 11:09:03,950 DEBUG: View 3 : 0.672043010753
+2016-09-01 11:09:04,011 DEBUG: Best view : View2
+2016-09-01 11:09:04,563 DEBUG: Start: Iteration 9
+2016-09-01 11:09:04,571 DEBUG: View 0 : 0.704301075269
+2016-09-01 11:09:04,578 DEBUG: View 1 : 0.612903225806
+2016-09-01 11:09:04,586 DEBUG: View 2 : 0.709677419355
+2016-09-01 11:09:04,594 DEBUG: View 3 : 0.698924731183
+2016-09-01 11:09:04,658 DEBUG: Best view : View2
+2016-09-01 11:09:05,306 DEBUG: Start: Iteration 10
+2016-09-01 11:09:05,313 DEBUG: View 0 : 0.688172043011
+2016-09-01 11:09:05,321 DEBUG: View 1 : 0.661290322581
+2016-09-01 11:09:05,329 DEBUG: View 2 : 0.725806451613
+2016-09-01 11:09:05,336 DEBUG: View 3 : 0.682795698925
+2016-09-01 11:09:05,404 DEBUG: Best view : View2
+2016-09-01 11:09:06,111 INFO: Start: Classification
+2016-09-01 11:09:07,326 INFO: Done: Fold number 3
+2016-09-01 11:09:07,326 INFO: Start: Fold number 4
+2016-09-01 11:09:07,534 DEBUG: Start: Iteration 1
+2016-09-01 11:09:07,541 DEBUG: View 0 : 0.533333333333
+2016-09-01 11:09:07,549 DEBUG: View 1 : 0.466666666667
+2016-09-01 11:09:07,557 DEBUG: View 2 : 0.533333333333
+2016-09-01 11:09:07,564 DEBUG: View 3 : 0.5
+2016-09-01 11:09:07,599 DEBUG: Best view : View2
+2016-09-01 11:09:07,680 DEBUG: Start: Iteration 2
+2016-09-01 11:09:07,687 DEBUG: View 0 : 0.722222222222
+2016-09-01 11:09:07,695 DEBUG: View 1 : 0.633333333333
+2016-09-01 11:09:07,703 DEBUG: View 2 : 0.777777777778
+2016-09-01 11:09:07,710 DEBUG: View 3 : 0.761111111111
+2016-09-01 11:09:07,753 DEBUG: Best view : View2
+2016-09-01 11:09:07,902 DEBUG: Start: Iteration 3
+2016-09-01 11:09:07,909 DEBUG: View 0 : 0.722222222222
+2016-09-01 11:09:07,917 DEBUG: View 1 : 0.633333333333
+2016-09-01 11:09:07,925 DEBUG: View 2 : 0.777777777778
+2016-09-01 11:09:07,932 DEBUG: View 3 : 0.761111111111
+2016-09-01 11:09:07,978 DEBUG: Best view : View2
+2016-09-01 11:09:08,193 DEBUG: Start: Iteration 4
+2016-09-01 11:09:08,200 DEBUG: View 0 : 0.733333333333
+2016-09-01 11:09:08,208 DEBUG: View 1 : 0.627777777778
+2016-09-01 11:09:08,216 DEBUG: View 2 : 0.755555555556
+2016-09-01 11:09:08,224 DEBUG: View 3 : 0.688888888889
+2016-09-01 11:09:08,273 DEBUG: Best view : View2
+2016-09-01 11:09:08,552 DEBUG: Start: Iteration 5
+2016-09-01 11:09:08,560 DEBUG: View 0 : 0.722222222222
+2016-09-01 11:09:08,567 DEBUG: View 1 : 0.627777777778
+2016-09-01 11:09:08,575 DEBUG: View 2 : 0.755555555556
+2016-09-01 11:09:08,582 DEBUG: View 3 : 0.683333333333
+2016-09-01 11:09:08,632 DEBUG: Best view : View2
+2016-09-01 11:09:08,977 DEBUG: Start: Iteration 6
+2016-09-01 11:09:08,984 DEBUG: View 0 : 0.722222222222
+2016-09-01 11:09:08,992 DEBUG: View 1 : 0.627777777778
+2016-09-01 11:09:08,999 DEBUG: View 2 : 0.75
+2016-09-01 11:09:09,006 DEBUG: View 3 : 0.733333333333
+2016-09-01 11:09:09,061 DEBUG: Best view : View2
+2016-09-01 11:09:09,483 DEBUG: Start: Iteration 7
+2016-09-01 11:09:09,490 DEBUG: View 0 : 0.733333333333
+2016-09-01 11:09:09,498 DEBUG: View 1 : 0.644444444444
+2016-09-01 11:09:09,505 DEBUG: View 2 : 0.733333333333
+2016-09-01 11:09:09,513 DEBUG: View 3 : 0.761111111111
+2016-09-01 11:09:09,569 DEBUG: Best view : View3
+2016-09-01 11:09:10,078 DEBUG: Start: Iteration 8
+2016-09-01 11:09:10,086 DEBUG: View 0 : 0.733333333333
+2016-09-01 11:09:10,093 DEBUG: View 1 : 0.627777777778
+2016-09-01 11:09:10,101 DEBUG: View 2 : 0.733333333333
+2016-09-01 11:09:10,109 DEBUG: View 3 : 0.761111111111
+2016-09-01 11:09:10,170 DEBUG: Best view : View3
+2016-09-01 11:09:10,726 DEBUG: Start: Iteration 9
+2016-09-01 11:09:10,734 DEBUG: View 0 : 0.744444444444
+2016-09-01 11:09:10,742 DEBUG: View 1 : 0.633333333333
+2016-09-01 11:09:10,749 DEBUG: View 2 : 0.672222222222
+2016-09-01 11:09:10,758 DEBUG: View 3 : 0.761111111111
+2016-09-01 11:09:10,821 DEBUG: Best view : View0
+2016-09-01 11:09:11,463 DEBUG: Start: Iteration 10
+2016-09-01 11:09:11,475 DEBUG: View 0 : 0.744444444444
+2016-09-01 11:09:11,484 DEBUG: View 1 : 0.633333333333
+2016-09-01 11:09:11,493 DEBUG: View 2 : 0.672222222222
+2016-09-01 11:09:11,501 DEBUG: View 3 : 0.75
+2016-09-01 11:09:11,570 DEBUG: Best view : View0
+2016-09-01 11:09:12,237 DEBUG: Start: Iteration 11
+2016-09-01 11:09:12,244 DEBUG: View 0 : 0.722222222222
+2016-09-01 11:09:12,252 DEBUG: View 1 : 0.633333333333
+2016-09-01 11:09:12,259 DEBUG: View 2 : 0.738888888889
+2016-09-01 11:09:12,267 DEBUG: View 3 : 0.705555555556
+2016-09-01 11:09:12,335 DEBUG: Best view : View2
+2016-09-01 11:09:13,074 DEBUG: Start: Iteration 12
+2016-09-01 11:09:13,082 DEBUG: View 0 : 0.722222222222
+2016-09-01 11:09:13,090 DEBUG: View 1 : 0.583333333333
+2016-09-01 11:09:13,097 DEBUG: View 2 : 0.75
+2016-09-01 11:09:13,105 DEBUG: View 3 : 0.683333333333
+2016-09-01 11:09:13,176 DEBUG: Best view : View2
+2016-09-01 11:09:13,983 INFO: Start: Classification
+2016-09-01 11:09:15,324 INFO: Done: Fold number 4
+2016-09-01 11:09:15,324 INFO: Start: Fold number 5
+2016-09-01 11:09:15,525 DEBUG: Start: Iteration 1
+2016-09-01 11:09:15,532 DEBUG: View 0 : 0.522222222222
+2016-09-01 11:09:15,539 DEBUG: View 1 : 0.477777777778
+2016-09-01 11:09:15,546 DEBUG: View 2 : 0.472222222222
+2016-09-01 11:09:15,554 DEBUG: View 3 : 0.505555555556
+2016-09-01 11:09:15,589 DEBUG: Best view : View0
+2016-09-01 11:09:15,669 DEBUG: Start: Iteration 2
+2016-09-01 11:09:15,677 DEBUG: View 0 : 0.727777777778
+2016-09-01 11:09:15,684 DEBUG: View 1 : 0.727777777778
+2016-09-01 11:09:15,691 DEBUG: View 2 : 0.75
+2016-09-01 11:09:15,699 DEBUG: View 3 : 0.722222222222
+2016-09-01 11:09:15,741 DEBUG: Best view : View2
+2016-09-01 11:09:15,885 DEBUG: Start: Iteration 3
+2016-09-01 11:09:15,892 DEBUG: View 0 : 0.727777777778
+2016-09-01 11:09:15,900 DEBUG: View 1 : 0.727777777778
+2016-09-01 11:09:15,907 DEBUG: View 2 : 0.75
+2016-09-01 11:09:15,915 DEBUG: View 3 : 0.722222222222
+2016-09-01 11:09:15,961 DEBUG: Best view : View2
+2016-09-01 11:09:16,169 DEBUG: Start: Iteration 4
+2016-09-01 11:09:16,177 DEBUG: View 0 : 0.722222222222
+2016-09-01 11:09:16,184 DEBUG: View 1 : 0.661111111111
+2016-09-01 11:09:16,192 DEBUG: View 2 : 0.705555555556
+2016-09-01 11:09:16,200 DEBUG: View 3 : 0.705555555556
+2016-09-01 11:09:16,248 DEBUG: Best view : View0
+2016-09-01 11:09:16,521 DEBUG: Start: Iteration 5
+2016-09-01 11:09:16,529 DEBUG: View 0 : 0.722222222222
+2016-09-01 11:09:16,536 DEBUG: View 1 : 0.661111111111
+2016-09-01 11:09:16,544 DEBUG: View 2 : 0.705555555556
+2016-09-01 11:09:16,551 DEBUG: View 3 : 0.705555555556
+2016-09-01 11:09:16,602 DEBUG: Best view : View0
+2016-09-01 11:09:16,940 DEBUG: Start: Iteration 6
+2016-09-01 11:09:16,948 DEBUG: View 0 : 0.688888888889
+2016-09-01 11:09:16,955 DEBUG: View 1 : 0.683333333333
+2016-09-01 11:09:16,963 DEBUG: View 2 : 0.611111111111
+2016-09-01 11:09:16,971 DEBUG: View 3 : 0.7
+2016-09-01 11:09:17,024 DEBUG: Best view : View3
+2016-09-01 11:09:17,428 DEBUG: Start: Iteration 7
+2016-09-01 11:09:17,435 DEBUG: View 0 : 0.683333333333
+2016-09-01 11:09:17,443 DEBUG: View 1 : 0.688888888889
+2016-09-01 11:09:17,451 DEBUG: View 2 : 0.611111111111
+2016-09-01 11:09:17,458 DEBUG: View 3 : 0.661111111111
+2016-09-01 11:09:17,514 DEBUG: Best view : View3
+2016-09-01 11:09:17,980 DEBUG: Start: Iteration 8
+2016-09-01 11:09:17,988 DEBUG: View 0 : 0.694444444444
+2016-09-01 11:09:17,996 DEBUG: View 1 : 0.688888888889
+2016-09-01 11:09:18,003 DEBUG: View 2 : 0.638888888889
+2016-09-01 11:09:18,011 DEBUG: View 3 : 0.694444444444
+2016-09-01 11:09:18,069 DEBUG: Best view : View0
+2016-09-01 11:09:18,600 DEBUG: Start: Iteration 9
+2016-09-01 11:09:18,607 DEBUG: View 0 : 0.716666666667
+2016-09-01 11:09:18,615 DEBUG: View 1 : 0.666666666667
+2016-09-01 11:09:18,623 DEBUG: View 2 : 0.716666666667
+2016-09-01 11:09:18,632 DEBUG: View 3 : 0.7
+2016-09-01 11:09:18,694 DEBUG: Best view : View2
+2016-09-01 11:09:19,291 DEBUG: Start: Iteration 10
+2016-09-01 11:09:19,299 DEBUG: View 0 : 0.716666666667
+2016-09-01 11:09:19,307 DEBUG: View 1 : 0.683333333333
+2016-09-01 11:09:19,314 DEBUG: View 2 : 0.666666666667
+2016-09-01 11:09:19,322 DEBUG: View 3 : 0.705555555556
+2016-09-01 11:09:19,386 DEBUG: Best view : View3
+2016-09-01 11:09:20,048 DEBUG: Start: Iteration 11
+2016-09-01 11:09:20,055 DEBUG: View 0 : 0.727777777778
+2016-09-01 11:09:20,063 DEBUG: View 1 : 0.683333333333
+2016-09-01 11:09:20,070 DEBUG: View 2 : 0.666666666667
+2016-09-01 11:09:20,078 DEBUG: View 3 : 0.705555555556
+2016-09-01 11:09:20,146 DEBUG: Best view : View3
+2016-09-01 11:09:20,872 DEBUG: Start: Iteration 12
+2016-09-01 11:09:20,879 DEBUG: View 0 : 0.727777777778
+2016-09-01 11:09:20,887 DEBUG: View 1 : 0.683333333333
+2016-09-01 11:09:20,895 DEBUG: View 2 : 0.727777777778
+2016-09-01 11:09:20,903 DEBUG: View 3 : 0.705555555556
+2016-09-01 11:09:20,973 DEBUG: Best view : View2
+2016-09-01 11:09:21,769 DEBUG: Start: Iteration 13
+2016-09-01 11:09:21,776 DEBUG: View 0 : 0.727777777778
+2016-09-01 11:09:21,784 DEBUG: View 1 : 0.683333333333
+2016-09-01 11:09:21,792 DEBUG: View 2 : 0.727777777778
+2016-09-01 11:09:21,799 DEBUG: View 3 : 0.7
+2016-09-01 11:09:21,870 DEBUG: Best view : View2
+2016-09-01 11:09:22,723 INFO: Start: Classification
+2016-09-01 11:09:24,174 INFO: Done: Fold number 5
+2016-09-01 11:09:24,174 INFO: Done: Classification
+2016-09-01 11:09:24,174 INFO: Info: Time for Classification: 41[s]
+2016-09-01 11:09:24,174 INFO: Start: Result Analysis for Mumbo
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-111007-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log b/Code/MonoMutliViewClassifiers/Results/20160901-111007-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
new file mode 100644
index 00000000..26187dda
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-111007-CMultiV-Multiview-Methyl_MiRNA__RNASeq_Clinic-Fake-LOG.log
@@ -0,0 +1,706 @@
+2016-09-01 11:10:07,033 INFO: Start: Finding all available mono- & multiview algorithms
+2016-09-01 11:10:07,035 INFO: ### Main Programm for Multiview Classification
+2016-09-01 11:10:07,035 INFO: ### Classification - Database : Fake ; Views : Methyl, MiRNA_, RNASeq, Clinic ; Algorithm : Mumbo ; Cores : 1
+2016-09-01 11:10:07,035 INFO: Info: Shape of View0 :(300, 11)
+2016-09-01 11:10:07,036 INFO: Info: Shape of View1 :(300, 15)
+2016-09-01 11:10:07,036 INFO: Info: Shape of View2 :(300, 14)
+2016-09-01 11:10:07,037 INFO: Info: Shape of View3 :(300, 5)
+2016-09-01 11:10:07,037 INFO: Done: Read Database Files
+2016-09-01 11:10:07,037 INFO: Start: Determine validation split for ratio 0.7
+2016-09-01 11:10:07,040 INFO: Done: Determine validation split
+2016-09-01 11:10:07,041 INFO: Start: Determine 5 folds
+2016-09-01 11:10:07,047 INFO: Info: Length of Learning Sets: 168
+2016-09-01 11:10:07,047 INFO: Info: Length of Testing Sets: 42
+2016-09-01 11:10:07,047 INFO: Info: Length of Validation Set: 90
+2016-09-01 11:10:07,047 INFO: Done: Determine folds
+2016-09-01 11:10:07,047 INFO: Start: Learning with Mumbo and 5 folds
+2016-09-01 11:10:07,047 INFO: Start: Fold number 1
+2016-09-01 11:10:07,261 DEBUG: Start: Iteration 1
+2016-09-01 11:10:07,268 DEBUG: View 0 : 0.568306010929
+2016-09-01 11:10:07,275 DEBUG: View 1 : 0.568306010929
+2016-09-01 11:10:07,281 DEBUG: View 2 : 0.568306010929
+2016-09-01 11:10:07,288 DEBUG: View 3 : 0.568306010929
+2016-09-01 11:10:07,324 DEBUG: Best view : View0
+2016-09-01 11:10:07,404 DEBUG: Start: Iteration 2
+2016-09-01 11:10:07,411 DEBUG: View 0 : 0.693989071038
+2016-09-01 11:10:07,418 DEBUG: View 1 : 0.699453551913
+2016-09-01 11:10:07,425 DEBUG: View 2 : 0.715846994536
+2016-09-01 11:10:07,432 DEBUG: View 3 : 0.677595628415
+2016-09-01 11:10:07,475 DEBUG: Best view : View2
+2016-09-01 11:10:07,627 DEBUG: Start: Iteration 3
+2016-09-01 11:10:07,646 DEBUG: View 0 : 0.693989071038
+2016-09-01 11:10:07,653 DEBUG: View 1 : 0.699453551913
+2016-09-01 11:10:07,661 DEBUG: View 2 : 0.715846994536
+2016-09-01 11:10:07,668 DEBUG: View 3 : 0.677595628415
+2016-09-01 11:10:07,713 DEBUG: Best view : View2
+2016-09-01 11:10:07,933 DEBUG: Start: Iteration 4
+2016-09-01 11:10:07,940 DEBUG: View 0 : 0.568306010929
+2016-09-01 11:10:07,948 DEBUG: View 1 : 0.693989071038
+2016-09-01 11:10:07,956 DEBUG: View 2 : 0.737704918033
+2016-09-01 11:10:07,963 DEBUG: View 3 : 0.584699453552
+2016-09-01 11:10:08,011 DEBUG: Best view : View2
+2016-09-01 11:10:08,291 DEBUG: Start: Iteration 5
+2016-09-01 11:10:08,298 DEBUG: View 0 : 0.568306010929
+2016-09-01 11:10:08,306 DEBUG: View 1 : 0.693989071038
+2016-09-01 11:10:08,313 DEBUG: View 2 : 0.737704918033
+2016-09-01 11:10:08,319 DEBUG: View 3 : 0.584699453552
+2016-09-01 11:10:08,370 DEBUG: Best view : View2
+2016-09-01 11:10:08,717 DEBUG: Start: Iteration 6
+2016-09-01 11:10:08,724 DEBUG: View 0 : 0.666666666667
+2016-09-01 11:10:08,732 DEBUG: View 1 : 0.699453551913
+2016-09-01 11:10:08,739 DEBUG: View 2 : 0.68306010929
+2016-09-01 11:10:08,746 DEBUG: View 3 : 0.639344262295
+2016-09-01 11:10:08,799 DEBUG: Best view : View2
+2016-09-01 11:10:09,207 DEBUG: Start: Iteration 7
+2016-09-01 11:10:09,215 DEBUG: View 0 : 0.688524590164
+2016-09-01 11:10:09,222 DEBUG: View 1 : 0.699453551913
+2016-09-01 11:10:09,230 DEBUG: View 2 : 0.704918032787
+2016-09-01 11:10:09,236 DEBUG: View 3 : 0.688524590164
+2016-09-01 11:10:09,294 DEBUG: Best view : View0
+2016-09-01 11:10:09,781 DEBUG: Start: Iteration 8
+2016-09-01 11:10:09,789 DEBUG: View 0 : 0.688524590164
+2016-09-01 11:10:09,797 DEBUG: View 1 : 0.693989071038
+2016-09-01 11:10:09,804 DEBUG: View 2 : 0.737704918033
+2016-09-01 11:10:09,811 DEBUG: View 3 : 0.688524590164
+2016-09-01 11:10:09,872 DEBUG: Best view : View2
+2016-09-01 11:10:10,424 INFO: Start: Classification
+2016-09-01 11:10:11,320 INFO: Done: Fold number 1
+2016-09-01 11:10:11,321 INFO: Start: Fold number 2
+2016-09-01 11:10:11,522 DEBUG: Start: Iteration 1
+2016-09-01 11:10:11,529 DEBUG: View 0 : 0.453038674033
+2016-09-01 11:10:11,536 DEBUG: View 1 : 0.552486187845
+2016-09-01 11:10:11,543 DEBUG: View 2 : 0.591160220994
+2016-09-01 11:10:11,550 DEBUG: View 3 : 0.585635359116
+2016-09-01 11:10:11,585 DEBUG: Best view : View2
+2016-09-01 11:10:11,662 DEBUG: Start: Iteration 2
+2016-09-01 11:10:11,669 DEBUG: View 0 : 0.740331491713
+2016-09-01 11:10:11,676 DEBUG: View 1 : 0.701657458564
+2016-09-01 11:10:11,684 DEBUG: View 2 : 0.71270718232
+2016-09-01 11:10:11,691 DEBUG: View 3 : 0.651933701657
+2016-09-01 11:10:11,733 DEBUG: Best view : View0
+2016-09-01 11:10:11,876 DEBUG: Start: Iteration 3
+2016-09-01 11:10:11,883 DEBUG: View 0 : 0.740331491713
+2016-09-01 11:10:11,891 DEBUG: View 1 : 0.701657458564
+2016-09-01 11:10:11,898 DEBUG: View 2 : 0.71270718232
+2016-09-01 11:10:11,905 DEBUG: View 3 : 0.591160220994
+2016-09-01 11:10:11,949 DEBUG: Best view : View0
+2016-09-01 11:10:12,157 DEBUG: Start: Iteration 4
+2016-09-01 11:10:12,164 DEBUG: View 0 : 0.71270718232
+2016-09-01 11:10:12,172 DEBUG: View 1 : 0.723756906077
+2016-09-01 11:10:12,179 DEBUG: View 2 : 0.71270718232
+2016-09-01 11:10:12,186 DEBUG: View 3 : 0.685082872928
+2016-09-01 11:10:12,233 DEBUG: Best view : View2
+2016-09-01 11:10:12,505 DEBUG: Start: Iteration 5
+2016-09-01 11:10:12,512 DEBUG: View 0 : 0.646408839779
+2016-09-01 11:10:12,519 DEBUG: View 1 : 0.718232044199
+2016-09-01 11:10:12,526 DEBUG: View 2 : 0.71270718232
+2016-09-01 11:10:12,533 DEBUG: View 3 : 0.685082872928
+2016-09-01 11:10:12,583 DEBUG: Best view : View2
+2016-09-01 11:10:12,920 DEBUG: Start: Iteration 6
+2016-09-01 11:10:12,927 DEBUG: View 0 : 0.668508287293
+2016-09-01 11:10:12,935 DEBUG: View 1 : 0.718232044199
+2016-09-01 11:10:12,942 DEBUG: View 2 : 0.723756906077
+2016-09-01 11:10:12,949 DEBUG: View 3 : 0.685082872928
+2016-09-01 11:10:13,002 DEBUG: Best view : View2
+2016-09-01 11:10:13,405 DEBUG: Start: Iteration 7
+2016-09-01 11:10:13,412 DEBUG: View 0 : 0.685082872928
+2016-09-01 11:10:13,420 DEBUG: View 1 : 0.75138121547
+2016-09-01 11:10:13,427 DEBUG: View 2 : 0.718232044199
+2016-09-01 11:10:13,434 DEBUG: View 3 : 0.657458563536
+2016-09-01 11:10:13,489 DEBUG: Best view : View1
+2016-09-01 11:10:13,955 DEBUG: Start: Iteration 8
+2016-09-01 11:10:13,962 DEBUG: View 0 : 0.685082872928
+2016-09-01 11:10:13,969 DEBUG: View 1 : 0.75138121547
+2016-09-01 11:10:13,976 DEBUG: View 2 : 0.718232044199
+2016-09-01 11:10:13,983 DEBUG: View 3 : 0.657458563536
+2016-09-01 11:10:14,041 DEBUG: Best view : View1
+2016-09-01 11:10:14,570 DEBUG: Start: Iteration 9
+2016-09-01 11:10:14,577 DEBUG: View 0 : 0.71270718232
+2016-09-01 11:10:14,584 DEBUG: View 1 : 0.635359116022
+2016-09-01 11:10:14,591 DEBUG: View 2 : 0.707182320442
+2016-09-01 11:10:14,598 DEBUG: View 3 : 0.635359116022
+2016-09-01 11:10:14,659 DEBUG: Best view : View2
+2016-09-01 11:10:15,256 DEBUG: Start: Iteration 10
+2016-09-01 11:10:15,263 DEBUG: View 0 : 0.734806629834
+2016-09-01 11:10:15,271 DEBUG: View 1 : 0.635359116022
+2016-09-01 11:10:15,278 DEBUG: View 2 : 0.707182320442
+2016-09-01 11:10:15,285 DEBUG: View 3 : 0.690607734807
+2016-09-01 11:10:15,349 DEBUG: Best view : View0
+2016-09-01 11:10:16,009 INFO: Start: Classification
+2016-09-01 11:10:17,126 INFO: Done: Fold number 2
+2016-09-01 11:10:17,126 INFO: Start: Fold number 3
+2016-09-01 11:10:17,328 DEBUG: Start: Iteration 1
+2016-09-01 11:10:17,335 DEBUG: View 0 : 0.568306010929
+2016-09-01 11:10:17,341 DEBUG: View 1 : 0.568306010929
+2016-09-01 11:10:17,348 DEBUG: View 2 : 0.568306010929
+2016-09-01 11:10:17,354 DEBUG: View 3 : 0.568306010929
+2016-09-01 11:10:17,390 DEBUG: Best view : View0
+2016-09-01 11:10:17,468 DEBUG: Start: Iteration 2
+2016-09-01 11:10:17,475 DEBUG: View 0 : 0.710382513661
+2016-09-01 11:10:17,482 DEBUG: View 1 : 0.710382513661
+2016-09-01 11:10:17,489 DEBUG: View 2 : 0.72131147541
+2016-09-01 11:10:17,496 DEBUG: View 3 : 0.677595628415
+2016-09-01 11:10:17,538 DEBUG: Best view : View2
+2016-09-01 11:10:17,683 DEBUG: Start: Iteration 3
+2016-09-01 11:10:17,691 DEBUG: View 0 : 0.710382513661
+2016-09-01 11:10:17,699 DEBUG: View 1 : 0.710382513661
+2016-09-01 11:10:17,706 DEBUG: View 2 : 0.72131147541
+2016-09-01 11:10:17,713 DEBUG: View 3 : 0.677595628415
+2016-09-01 11:10:17,759 DEBUG: Best view : View2
+2016-09-01 11:10:17,969 DEBUG: Start: Iteration 4
+2016-09-01 11:10:17,976 DEBUG: View 0 : 0.715846994536
+2016-09-01 11:10:17,983 DEBUG: View 1 : 0.672131147541
+2016-09-01 11:10:17,991 DEBUG: View 2 : 0.748633879781
+2016-09-01 11:10:17,997 DEBUG: View 3 : 0.693989071038
+2016-09-01 11:10:18,045 DEBUG: Best view : View2
+2016-09-01 11:10:18,320 DEBUG: Start: Iteration 5
+2016-09-01 11:10:18,327 DEBUG: View 0 : 0.715846994536
+2016-09-01 11:10:18,335 DEBUG: View 1 : 0.672131147541
+2016-09-01 11:10:18,342 DEBUG: View 2 : 0.748633879781
+2016-09-01 11:10:18,349 DEBUG: View 3 : 0.693989071038
+2016-09-01 11:10:18,400 DEBUG: Best view : View2
+2016-09-01 11:10:18,740 DEBUG: Start: Iteration 6
+2016-09-01 11:10:18,747 DEBUG: View 0 : 0.72131147541
+2016-09-01 11:10:18,755 DEBUG: View 1 : 0.650273224044
+2016-09-01 11:10:18,762 DEBUG: View 2 : 0.75956284153
+2016-09-01 11:10:18,768 DEBUG: View 3 : 0.628415300546
+2016-09-01 11:10:18,822 DEBUG: Best view : View2
+2016-09-01 11:10:19,238 DEBUG: Start: Iteration 7
+2016-09-01 11:10:19,245 DEBUG: View 0 : 0.688524590164
+2016-09-01 11:10:19,252 DEBUG: View 1 : 0.677595628415
+2016-09-01 11:10:19,260 DEBUG: View 2 : 0.715846994536
+2016-09-01 11:10:19,267 DEBUG: View 3 : 0.628415300546
+2016-09-01 11:10:19,322 DEBUG: Best view : View2
+2016-09-01 11:10:19,792 DEBUG: Start: Iteration 8
+2016-09-01 11:10:19,799 DEBUG: View 0 : 0.688524590164
+2016-09-01 11:10:19,807 DEBUG: View 1 : 0.699453551913
+2016-09-01 11:10:19,814 DEBUG: View 2 : 0.72131147541
+2016-09-01 11:10:19,821 DEBUG: View 3 : 0.622950819672
+2016-09-01 11:10:19,880 DEBUG: Best view : View2
+2016-09-01 11:10:20,415 INFO: Start: Classification
+2016-09-01 11:10:21,316 INFO: Done: Fold number 3
+2016-09-01 11:10:21,316 INFO: Start: Fold number 4
+2016-09-01 11:10:21,517 DEBUG: Start: Iteration 1
+2016-09-01 11:10:21,523 DEBUG: View 0 : 0.558011049724
+2016-09-01 11:10:21,530 DEBUG: View 1 : 0.558011049724
+2016-09-01 11:10:21,536 DEBUG: View 2 : 0.558011049724
+2016-09-01 11:10:21,542 DEBUG: View 3 : 0.558011049724
+2016-09-01 11:10:21,578 DEBUG: Best view : View0
+2016-09-01 11:10:21,655 DEBUG: Start: Iteration 2
+2016-09-01 11:10:21,662 DEBUG: View 0 : 0.707182320442
+2016-09-01 11:10:21,670 DEBUG: View 1 : 0.75138121547
+2016-09-01 11:10:21,677 DEBUG: View 2 : 0.723756906077
+2016-09-01 11:10:21,683 DEBUG: View 3 : 0.71270718232
+2016-09-01 11:10:21,725 DEBUG: Best view : View1
+2016-09-01 11:10:21,867 DEBUG: Start: Iteration 3
+2016-09-01 11:10:21,874 DEBUG: View 0 : 0.707182320442
+2016-09-01 11:10:21,882 DEBUG: View 1 : 0.75138121547
+2016-09-01 11:10:21,889 DEBUG: View 2 : 0.723756906077
+2016-09-01 11:10:21,895 DEBUG: View 3 : 0.71270718232
+2016-09-01 11:10:21,940 DEBUG: Best view : View1
+2016-09-01 11:10:22,147 DEBUG: Start: Iteration 4
+2016-09-01 11:10:22,154 DEBUG: View 0 : 0.67955801105
+2016-09-01 11:10:22,162 DEBUG: View 1 : 0.718232044199
+2016-09-01 11:10:22,169 DEBUG: View 2 : 0.690607734807
+2016-09-01 11:10:22,176 DEBUG: View 3 : 0.668508287293
+2016-09-01 11:10:22,223 DEBUG: Best view : View1
+2016-09-01 11:10:22,496 DEBUG: Start: Iteration 5
+2016-09-01 11:10:22,503 DEBUG: View 0 : 0.67955801105
+2016-09-01 11:10:22,511 DEBUG: View 1 : 0.718232044199
+2016-09-01 11:10:22,518 DEBUG: View 2 : 0.690607734807
+2016-09-01 11:10:22,525 DEBUG: View 3 : 0.668508287293
+2016-09-01 11:10:22,575 DEBUG: Best view : View1
+2016-09-01 11:10:22,914 DEBUG: Start: Iteration 6
+2016-09-01 11:10:22,921 DEBUG: View 0 : 0.707182320442
+2016-09-01 11:10:22,929 DEBUG: View 1 : 0.740331491713
+2016-09-01 11:10:22,936 DEBUG: View 2 : 0.729281767956
+2016-09-01 11:10:22,942 DEBUG: View 3 : 0.662983425414
+2016-09-01 11:10:22,995 DEBUG: Best view : View2
+2016-09-01 11:10:23,397 DEBUG: Start: Iteration 7
+2016-09-01 11:10:23,404 DEBUG: View 0 : 0.707182320442
+2016-09-01 11:10:23,412 DEBUG: View 1 : 0.640883977901
+2016-09-01 11:10:23,419 DEBUG: View 2 : 0.729281767956
+2016-09-01 11:10:23,426 DEBUG: View 3 : 0.685082872928
+2016-09-01 11:10:23,482 DEBUG: Best view : View2
+2016-09-01 11:10:23,952 DEBUG: Start: Iteration 8
+2016-09-01 11:10:23,959 DEBUG: View 0 : 0.707182320442
+2016-09-01 11:10:23,967 DEBUG: View 1 : 0.640883977901
+2016-09-01 11:10:23,974 DEBUG: View 2 : 0.734806629834
+2016-09-01 11:10:23,981 DEBUG: View 3 : 0.67955801105
+2016-09-01 11:10:24,039 DEBUG: Best view : View2
+2016-09-01 11:10:24,569 DEBUG: Start: Iteration 9
+2016-09-01 11:10:24,576 DEBUG: View 0 : 0.696132596685
+2016-09-01 11:10:24,584 DEBUG: View 1 : 0.640883977901
+2016-09-01 11:10:24,591 DEBUG: View 2 : 0.718232044199
+2016-09-01 11:10:24,597 DEBUG: View 3 : 0.685082872928
+2016-09-01 11:10:24,658 DEBUG: Best view : View2
+2016-09-01 11:10:25,253 DEBUG: Start: Iteration 10
+2016-09-01 11:10:25,260 DEBUG: View 0 : 0.67955801105
+2016-09-01 11:10:25,267 DEBUG: View 1 : 0.640883977901
+2016-09-01 11:10:25,275 DEBUG: View 2 : 0.718232044199
+2016-09-01 11:10:25,281 DEBUG: View 3 : 0.668508287293
+2016-09-01 11:10:25,345 DEBUG: Best view : View2
+2016-09-01 11:10:26,006 DEBUG: Start: Iteration 11
+2016-09-01 11:10:26,013 DEBUG: View 0 : 0.685082872928
+2016-09-01 11:10:26,021 DEBUG: View 1 : 0.640883977901
+2016-09-01 11:10:26,028 DEBUG: View 2 : 0.723756906077
+2016-09-01 11:10:26,035 DEBUG: View 3 : 0.67955801105
+2016-09-01 11:10:26,101 DEBUG: Best view : View2
+2016-09-01 11:10:26,834 DEBUG: Start: Iteration 12
+2016-09-01 11:10:26,841 DEBUG: View 0 : 0.696132596685
+2016-09-01 11:10:26,849 DEBUG: View 1 : 0.657458563536
+2016-09-01 11:10:26,856 DEBUG: View 2 : 0.723756906077
+2016-09-01 11:10:26,863 DEBUG: View 3 : 0.685082872928
+2016-09-01 11:10:26,932 DEBUG: Best view : View2
+2016-09-01 11:10:27,725 INFO: Start: Classification
+2016-09-01 11:10:29,069 INFO: Done: Fold number 4
+2016-09-01 11:10:29,069 INFO: Start: Fold number 5
+2016-09-01 11:10:29,280 DEBUG: Start: Iteration 1
+2016-09-01 11:10:29,286 DEBUG: View 0 : 0.565217391304
+2016-09-01 11:10:29,293 DEBUG: View 1 : 0.565217391304
+2016-09-01 11:10:29,299 DEBUG: View 2 : 0.565217391304
+2016-09-01 11:10:29,306 DEBUG: View 3 : 0.565217391304
+2016-09-01 11:10:29,342 DEBUG: Best view : View0
+2016-09-01 11:10:29,420 DEBUG: Start: Iteration 2
+2016-09-01 11:10:29,427 DEBUG: View 0 : 0.701086956522
+2016-09-01 11:10:29,435 DEBUG: View 1 : 0.70652173913
+2016-09-01 11:10:29,442 DEBUG: View 2 : 0.690217391304
+2016-09-01 11:10:29,448 DEBUG: View 3 : 0.695652173913
+2016-09-01 11:10:29,491 DEBUG: Best view : View1
+2016-09-01 11:10:29,636 DEBUG: Start: Iteration 3
+2016-09-01 11:10:29,643 DEBUG: View 0 : 0.701086956522
+2016-09-01 11:10:29,651 DEBUG: View 1 : 0.70652173913
+2016-09-01 11:10:29,658 DEBUG: View 2 : 0.690217391304
+2016-09-01 11:10:29,664 DEBUG: View 3 : 0.695652173913
+2016-09-01 11:10:29,710 DEBUG: Best view : View1
+2016-09-01 11:10:29,923 DEBUG: Start: Iteration 4
+2016-09-01 11:10:29,930 DEBUG: View 0 : 0.66847826087
+2016-09-01 11:10:29,938 DEBUG: View 1 : 0.711956521739
+2016-09-01 11:10:29,945 DEBUG: View 2 : 0.717391304348
+2016-09-01 11:10:29,952 DEBUG: View 3 : 0.625
+2016-09-01 11:10:30,000 DEBUG: Best view : View2
+2016-09-01 11:10:30,277 DEBUG: Start: Iteration 5
+2016-09-01 11:10:30,284 DEBUG: View 0 : 0.66847826087
+2016-09-01 11:10:30,291 DEBUG: View 1 : 0.657608695652
+2016-09-01 11:10:30,299 DEBUG: View 2 : 0.717391304348
+2016-09-01 11:10:30,306 DEBUG: View 3 : 0.625
+2016-09-01 11:10:30,356 DEBUG: Best view : View2
+2016-09-01 11:10:30,699 DEBUG: Start: Iteration 6
+2016-09-01 11:10:30,706 DEBUG: View 0 : 0.679347826087
+2016-09-01 11:10:30,714 DEBUG: View 1 : 0.690217391304
+2016-09-01 11:10:30,721 DEBUG: View 2 : 0.717391304348
+2016-09-01 11:10:30,728 DEBUG: View 3 : 0.657608695652
+2016-09-01 11:10:30,783 DEBUG: Best view : View2
+2016-09-01 11:10:31,192 DEBUG: Start: Iteration 7
+2016-09-01 11:10:31,199 DEBUG: View 0 : 0.684782608696
+2016-09-01 11:10:31,206 DEBUG: View 1 : 0.695652173913
+2016-09-01 11:10:31,214 DEBUG: View 2 : 0.722826086957
+2016-09-01 11:10:31,220 DEBUG: View 3 : 0.70652173913
+2016-09-01 11:10:31,277 DEBUG: Best view : View2
+2016-09-01 11:10:31,756 DEBUG: Start: Iteration 8
+2016-09-01 11:10:31,763 DEBUG: View 0 : 0.684782608696
+2016-09-01 11:10:31,771 DEBUG: View 1 : 0.717391304348
+2016-09-01 11:10:31,778 DEBUG: View 2 : 0.695652173913
+2016-09-01 11:10:31,785 DEBUG: View 3 : 0.690217391304
+2016-09-01 11:10:31,844 DEBUG: Best view : View1
+2016-09-01 11:10:32,384 DEBUG: Start: Iteration 9
+2016-09-01 11:10:32,391 DEBUG: View 0 : 0.663043478261
+2016-09-01 11:10:32,399 DEBUG: View 1 : 0.711956521739
+2016-09-01 11:10:32,406 DEBUG: View 2 : 0.701086956522
+2016-09-01 11:10:32,413 DEBUG: View 3 : 0.690217391304
+2016-09-01 11:10:32,475 DEBUG: Best view : View1
+2016-09-01 11:10:33,084 DEBUG: Start: Iteration 10
+2016-09-01 11:10:33,091 DEBUG: View 0 : 0.663043478261
+2016-09-01 11:10:33,098 DEBUG: View 1 : 0.711956521739
+2016-09-01 11:10:33,106 DEBUG: View 2 : 0.701086956522
+2016-09-01 11:10:33,112 DEBUG: View 3 : 0.70652173913
+2016-09-01 11:10:33,179 DEBUG: Best view : View2
+2016-09-01 11:10:33,851 INFO: Start: Classification
+2016-09-01 11:10:34,991 INFO: Done: Fold number 5
+2016-09-01 11:10:34,991 INFO: Done: Classification
+2016-09-01 11:10:34,991 INFO: Info: Time for Classification: 27[s]
+2016-09-01 11:10:34,991 INFO: Start: Result Analysis for Mumbo
+2016-09-01 11:10:40,723 INFO: Result for Multiview classification with Mumbo
+
+Average accuracy :
+ -On Train : 81.2688936756
+ -On Test : 50.0
+ -On Validation : 71.5555555556Dataset info :
+ -Dataset name : Fake
+ -Labels : Methyl, MiRNA_, RNASeq, Clinic
+ -Views : View0 of shape (300, 11), View1 of shape (300, 15), View2 of shape (300, 14), View3 of shape (300, 5)
+ -5 folds
+ - Validation set length : 90 for learning rate : 0.7 on a total number of examples of 300
+
+
+
+Mumbo configuration :
+ -Used 1 core(s)
+ -Iterations : min 1, max 100, threshold 0.002
+ -Weak Classifiers : DecisionTree with depth 3, sub-sampled at 1.0 on View0
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View1
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View2
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View3
+
+
+
+Computation time on 1 cores :
+ Database extraction time : 0:00:00
+ Learn Prediction
+ Fold 1 0:00:03 0:00:00
+ Fold 2 0:00:08 0:00:01
+ Fold 3 0:00:13 0:00:00
+ Fold 4 0:00:20 0:00:01
+ Fold 5 0:00:26 0:00:01
+ Total 0:01:13 0:00:05
+ So a total classification time of 0:00:27.
+
+
+
+Mean average accuracies and stats for each fold :
+ - Fold 0, used 9
+ - On View0 :
+ - Mean average Accuracy : 0.0513661202186
+ - Percentage of time chosen : 0.94
+ - On View1 :
+ - Mean average Accuracy : 0.0544808743169
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0560109289617
+ - Percentage of time chosen : 0.06
+ - On View3 :
+ - Mean average Accuracy : 0.0510928961749
+ - Percentage of time chosen : 0.0
+ - Fold 1, used 11
+ - On View0 :
+ - Mean average Accuracy : 0.0677900552486
+ - Percentage of time chosen : 0.93
+ - On View1 :
+ - Mean average Accuracy : 0.0688950276243
+ - Percentage of time chosen : 0.02
+ - On View2 :
+ - Mean average Accuracy : 0.0701657458564
+ - Percentage of time chosen : 0.05
+ - On View3 :
+ - Mean average Accuracy : 0.0652486187845
+ - Percentage of time chosen : 0.0
+ - Fold 2, used 9
+ - On View0 :
+ - Mean average Accuracy : 0.0551912568306
+ - Percentage of time chosen : 0.93
+ - On View1 :
+ - Mean average Accuracy : 0.053606557377
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0570491803279
+ - Percentage of time chosen : 0.07
+ - On View3 :
+ - Mean average Accuracy : 0.051912568306
+ - Percentage of time chosen : 0.0
+ - Fold 3, used 13
+ - On View0 :
+ - Mean average Accuracy : 0.0820994475138
+ - Percentage of time chosen : 0.89
+ - On View1 :
+ - Mean average Accuracy : 0.0809944751381
+ - Percentage of time chosen : 0.04
+ - On View2 :
+ - Mean average Accuracy : 0.0846408839779
+ - Percentage of time chosen : 0.07
+ - On View3 :
+ - Mean average Accuracy : 0.0806629834254
+ - Percentage of time chosen : 0.0
+ - Fold 4, used 11
+ - On View0 :
+ - Mean average Accuracy : 0.0667934782609
+ - Percentage of time chosen : 0.91
+ - On View1 :
+ - Mean average Accuracy : 0.06875
+ - Percentage of time chosen : 0.04
+ - On View2 :
+ - Mean average Accuracy : 0.0691847826087
+ - Percentage of time chosen : 0.05
+ - On View3 :
+ - Mean average Accuracy : 0.0665760869565
+ - Percentage of time chosen : 0.0
+
+ For each iteration :
+ - Iteration 1
+ Fold 1
+ Accuracy on train : 56.8306010929
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ Fold 2
+ Accuracy on train : 56.3535911602
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View2
+ Fold 3
+ Accuracy on train : 56.8306010929
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ Fold 4
+ Accuracy on train : 55.8011049724
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ Fold 5
+ Accuracy on train : 56.5217391304
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ - Iteration 2
+ Fold 1
+ Accuracy on train : 71.5846994536
+ Accuracy on test : 0.0
+ Accuracy on validation : 62.2222222222
+ Selected View : View2
+ Fold 2
+ Accuracy on train : 74.0331491713
+ Accuracy on test : 0.0
+ Accuracy on validation : 71.1111111111
+ Selected View : View0
+ Fold 3
+ Accuracy on train : 72.131147541
+ Accuracy on test : 0.0
+ Accuracy on validation : 63.3333333333
+ Selected View : View2
+ Fold 4
+ Accuracy on train : 75.138121547
+ Accuracy on test : 0.0
+ Accuracy on validation : 78.8888888889
+ Selected View : View1
+ Fold 5
+ Accuracy on train : 70.652173913
+ Accuracy on test : 0.0
+ Accuracy on validation : 64.4444444444
+ Selected View : View1
+ - Iteration 3
+ Fold 1
+ Accuracy on train : 71.5846994536
+ Accuracy on test : 0.0
+ Accuracy on validation : 62.2222222222
+ Selected View : View2
+ Fold 2
+ Accuracy on train : 74.0331491713
+ Accuracy on test : 0.0
+ Accuracy on validation : 71.1111111111
+ Selected View : View0
+ Fold 3
+ Accuracy on train : 72.131147541
+ Accuracy on test : 0.0
+ Accuracy on validation : 63.3333333333
+ Selected View : View2
+ Fold 4
+ Accuracy on train : 75.138121547
+ Accuracy on test : 0.0
+ Accuracy on validation : 78.8888888889
+ Selected View : View1
+ Fold 5
+ Accuracy on train : 71.7391304348
+ Accuracy on test : 0.0
+ Accuracy on validation : 66.6666666667
+ Selected View : View1
+ - Iteration 4
+ Fold 1
+ Accuracy on train : 71.5846994536
+ Accuracy on test : 0.0
+ Accuracy on validation : 62.2222222222
+ Selected View : View2
+ Fold 2
+ Accuracy on train : 74.0331491713
+ Accuracy on test : 0.0
+ Accuracy on validation : 71.1111111111
+ Selected View : View2
+ Fold 3
+ Accuracy on train : 72.131147541
+ Accuracy on test : 0.0
+ Accuracy on validation : 63.3333333333
+ Selected View : View2
+ Fold 4
+ Accuracy on train : 75.138121547
+ Accuracy on test : 0.0
+ Accuracy on validation : 78.8888888889
+ Selected View : View1
+ Fold 5
+ Accuracy on train : 70.1086956522
+ Accuracy on test : 0.0
+ Accuracy on validation : 64.4444444444
+ Selected View : View2
+ - Iteration 5
+ Fold 1
+ Accuracy on train : 73.7704918033
+ Accuracy on test : 0.0
+ Accuracy on validation : 70.0
+ Selected View : View2
+ Fold 2
+ Accuracy on train : 74.0331491713
+ Accuracy on test : 0.0
+ Accuracy on validation : 71.1111111111
+ Selected View : View2
+ Fold 3
+ Accuracy on train : 74.8633879781
+ Accuracy on test : 0.0
+ Accuracy on validation : 63.3333333333
+ Selected View : View2
+ Fold 4
+ Accuracy on train : 72.3756906077
+ Accuracy on test : 0.0
+ Accuracy on validation : 65.5555555556
+ Selected View : View1
+ Fold 5
+ Accuracy on train : 71.7391304348
+ Accuracy on test : 0.0
+ Accuracy on validation : 65.5555555556
+ Selected View : View2
+ - Iteration 6
+ Fold 1
+ Accuracy on train : 77.0491803279
+ Accuracy on test : 0.0
+ Accuracy on validation : 65.5555555556
+ Selected View : View2
+ Fold 2
+ Accuracy on train : 77.9005524862
+ Accuracy on test : 0.0
+ Accuracy on validation : 63.3333333333
+ Selected View : View2
+ Fold 3
+ Accuracy on train : 76.5027322404
+ Accuracy on test : 0.0
+ Accuracy on validation : 62.2222222222
+ Selected View : View2
+ Fold 4
+ Accuracy on train : 87.8453038674
+ Accuracy on test : 0.0
+ Accuracy on validation : 84.4444444444
+ Selected View : View2
+ Fold 5
+ Accuracy on train : 81.5217391304
+ Accuracy on test : 0.0
+ Accuracy on validation : 72.2222222222
+ Selected View : View2
+ - Iteration 7
+ Fold 1
+ Accuracy on train : 75.4098360656
+ Accuracy on test : 0.0
+ Accuracy on validation : 63.3333333333
+ Selected View : View0
+ Fold 2
+ Accuracy on train : 81.2154696133
+ Accuracy on test : 0.0
+ Accuracy on validation : 72.2222222222
+ Selected View : View1
+ Fold 3
+ Accuracy on train : 77.0491803279
+ Accuracy on test : 0.0
+ Accuracy on validation : 62.2222222222
+ Selected View : View2
+ Fold 4
+ Accuracy on train : 86.1878453039
+ Accuracy on test : 0.0
+ Accuracy on validation : 83.3333333333
+ Selected View : View2
+ Fold 5
+ Accuracy on train : 82.0652173913
+ Accuracy on test : 0.0
+ Accuracy on validation : 73.3333333333
+ Selected View : View2
+ - Iteration 8
+ Fold 1
+ Accuracy on train : 75.956284153
+ Accuracy on test : 0.0
+ Accuracy on validation : 63.3333333333
+ Selected View : View2
+ Fold 2
+ Accuracy on train : 82.320441989
+ Accuracy on test : 0.0
+ Accuracy on validation : 73.3333333333
+ Selected View : View1
+ Fold 3
+ Accuracy on train : 75.956284153
+ Accuracy on test : 0.0
+ Accuracy on validation : 64.4444444444
+ Selected View : View2
+ Fold 4
+ Accuracy on train : 86.7403314917
+ Accuracy on test : 0.0
+ Accuracy on validation : 83.3333333333
+ Selected View : View2
+ Fold 5
+ Accuracy on train : 82.0652173913
+ Accuracy on test : 0.0
+ Accuracy on validation : 73.3333333333
+ Selected View : View1
+ - Iteration 9
+ Fold 1
+ Accuracy on train : 56.8306010929
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ Fold 2
+ Accuracy on train : 83.4254143646
+ Accuracy on test : 0.0
+ Accuracy on validation : 74.4444444444
+ Selected View : View2
+ Fold 3
+ Accuracy on train : 56.8306010929
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ Fold 4
+ Accuracy on train : 87.2928176796
+ Accuracy on test : 0.0
+ Accuracy on validation : 83.3333333333
+ Selected View : View2
+ Fold 5
+ Accuracy on train : 80.9782608696
+ Accuracy on test : 0.0
+ Accuracy on validation : 68.8888888889
+ Selected View : View1
+ - Iteration 10
+ Fold 2
+ Accuracy on train : 85.0828729282
+ Accuracy on test : 0.0
+ Accuracy on validation : 76.6666666667
+ Selected View : View0
+ Fold 4
+ Accuracy on train : 84.5303867403
+ Accuracy on test : 0.0
+ Accuracy on validation : 75.5555555556
+ Selected View : View2
+ Fold 5
+ Accuracy on train : 82.6086956522
+ Accuracy on test : 0.0
+ Accuracy on validation : 75.5555555556
+ Selected View : View2
+ - Iteration 11
+ Fold 2
+ Accuracy on train : 56.3535911602
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ Fold 4
+ Accuracy on train : 85.0828729282
+ Accuracy on test : 0.0
+ Accuracy on validation : 77.7777777778
+ Selected View : View2
+ Fold 5
+ Accuracy on train : 56.5217391304
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ - Iteration 12
+ Fold 4
+ Accuracy on train : 86.7403314917
+ Accuracy on test : 0.0
+ Accuracy on validation : 77.7777777778
+ Selected View : View2
+ - Iteration 13
+ Fold 4
+ Accuracy on train : 55.8011049724
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+2016-09-01 11:10:40,949 INFO: Done: Result Analysis
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-111040Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png b/Code/MonoMutliViewClassifiers/Results/20160901-111040Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake-accuracyByIteration.png
new file mode 100644
index 0000000000000000000000000000000000000000..e716398b1522e3401384822d81404816a6ce7c1b
GIT binary patch
literal 65222
zcmeAS@N?(olHy`uVBq!ia0y~yU{+vYV2a>iV_;yIRn}C%z`(##?Bp53!NI{%!;#X#
zz`(#+;1OBOz`&mf!i+2ImuE6CC@^@sIEGZrd2_ci=IqV?>>sZ0J=zm{!XUUa=*nI1
zYLD$lg%Vp%SRFEuHcpdJ<mr`sEn%W8xQQ?IO;?TYjEut_Q@RwZw_N)6@9)L+pWj|v
zo0t0N<J`}G+`oUeoL_wI`JD65cReq*doIH$C}`357=ol4Klr9MKsh_=`R_42gh*Jd
zyZC{P<9MMA81=T9J3z(zvQ73d9)gO;EPlu<05^*_zo7u4Ugmm61#=6`ShvH{3Q+Om
zrc$F;NPz<CPV}J*7X;>7l{$HPa^5a`c1Dt;)#=PE)794=pPy&jEv)Xh;k=}z<b{hD
zR~FlC%e~#U(7FBEPmB8c`jR&{1jWR}3`|X1w{A7Pwl=!`(xppQ$3yjujfHD}eOYPf
zlar(4)-M<P-XtkGS#kR5g#j8DmU@eC$-OPc)yl-x%A_5>ZcX`~^@rPdr8ktljbd=9
zsj>O?_V)2_Q>RRE&=66wx8Hy6V_SRs;iE^FI#y<T)Gb=PIC5t9(WEmo44ID}J<5Bk
zf7zF>Ukm^K`s(JndS6phlR?sv4lDWa`&F@ft4!zFR0h5MH`6#B<U^;08?J4#E_oqP
z_3aI(u&{7NW#!e^zpflPJzam{;>FERo}^5DJ9FmDjGLQO=h;@b{rvoVb<ASkr|;kM
zCnqPDyuT;QEv{FS`?2WGe!={Pf;-Vp3IYcX9AIeYlTEt4E$3!a+}^6plA4eZkv@6*
zIMs8%o-MUI)+gJ2<3_}tJ(a@M-`*UYXIuT@sCfJpZ9Rq;cXk?|n`axHEWypq{pQxz
z)%P+ZA|e#*?Bogy3nTVa82<YDx_!qEiz7#mCVqQ!Q!BA^#l4qTjvtq=?>TSxo5vy2
zIrII!y;{FtNBi^IZd>>>P(x%#%}=98j~*3#eHHrW@Avy0JUlr8b^orLJlnfF>#CMb
z)t42w{w{XwJ=DrAzF_(C@MIfHOUoHXsa$;Wc0Es?q-@E*FXug7Z*6g%$;WrQ-ygbt
zTl(O^gIc$potz8`9yn~tzRm}d4tMsOdwIG4;|B+uf4pA5zu@gH(?9=yzqcrTbtSuV
z_TzuOpzL-}Nm$*_B_Ke6LBZNuT3kP_W%usgUNfd@haWn2jBVPqX%Yqr4Dask?LKnE
zCFj-_&V>sX255-9v9DD+w8*tPAu|&cKi3>0cNVEG^P79>QO(CktR<zTAOHOPe7#Js
zt*!0Grc`dTygMCp=EyJ{I5}DU;fog?aeJ!{9y`Vs7#OHiQ&3>=q{uSGNOH}ZH3iSl
z$xe-%GhIJE>B@>gflikRr=PBgIXBOiduPnKM>qG?S}zIGOfizQv9Xyjb0+74HR;EX
z9%a3E@7@Ftl?|IVIaO6vt$qIR`Ez!Cef=FfcRH#FJ^c9ixQCzLu?9xwgxp--nLf)t
zJ+@R+WBdE-YxC5pqB^>|g%1uiY85_v@??Q?JKvgekA(pVhgvup8n$dPnK5hDrY+CU
z%xpe$#z!Y|6U)Sj69Y6vemt4%&oJfc`(354K}ISoE4Q??tgvlgv`EQkwi&OQn%ah~
zTi0G%!Oh8;czw#`$->pAWJN?+#KpxcDk=`#xg+!U*Vn`M>;K<<@W&+k8c$SI6vL@k
zTNf-?5NAK<@87?PX=%r**1WsFfBiOfH+OgT@9*!Y&)=SV``Eiq)9h<2dUtQxB4V6&
zreWt!%O^#aYu2m@2nuRCbjWGP?%jt^o#GPeWO;n7_wecI`iu+{Cr+Gj`soa_T&dk`
z>tlDfeSCb}S!v>dd-vq{<?YsN%(=QU#=idVSMi2hueUCeulvDx?b@{s8#Xlb_VVh*
z@8e;J*ioP;XIs_6Z~sSttF`H9?8N3~W~=gdG1<(2PE1r@^R96dTS+NDyPRE3$3o|J
zC#|VYT2qrwPt(nrzi*$Nm~Iq{wY9Z`q@<#Pf<vy%WHnzW504J7eND~HA1}JgGcwfF
z)NDvR%*K$KYMOpd=EjX14hsVg+`cV+^X5&{d)?df@27o#bZ>99Vcs2!J)h56S3I9v
zZczB>2%GJX2RrI*A6dLxdtqyKxR;NQ%0v&BnKNf@$-JyK%RFCBH)>1Az8{acm6W)6
zd6#MiFAK=b)D#rVy}xfR8=s7a%Mzi!4h>t|xhzbKvNjbHIy(B~?fsT5Tjt{O<<HOJ
zs`q=pzc|`0?&7kg>TA}o7mNElIx=2gTWeDCB4BIfoh_Ndx-mNf-tIf~a(edVWxTPw
zN;>oI@AKWZZQGQ|lbu~$G&MD^>?}^#($QIBoPI7~d*0m_4-dDyxP$}*IIyy^PMJ5)
z&&tZm#iiuK1IMEB^7M~ssi}g3fgvFxC!ZE6DebEIs#W^xN~e*rac9Si-S77;{`dFy
z=FeHTx9O&)qzDLJG{0Zte0iB~@X6J?is#$c+r51K`toFT|Bj9oD^_&q=;*w-wl><u
zWy<vF?$4e*6OotqKR?e_xz)+BU(QxZX_0%s+{AtR?5x*!y?Oig<)K#YFHcSiPdfc{
zO&$|7bLO!gNu9Ur_x<YX=rGH_=cDY_lW<&ITzs;F!h-pAzdAcQ*2V62TN}MSEZEp3
z`}#Unb8~YoP0fXe4mrKLyW4!{jvWGm7jJG(KY93Yb5~baN5_jZGmTZIdPUAUJKH?{
z`L3LsMp6a|4$YsPU8c;M<rTDYO4PO-&*Wo0i7&HXeSCcU%D&p_s;{p^1*gUux3;#1
z#KibGEu8S_)2E0CSy|a#<?rPL1z)~=dGX1~$&oTuRaGLw!ojNlyr=6;jL=D&fBL=X
zqW^K#E-w4_?b}lH)JsXJtD|GVGT+&krfP?GbY#4{vvbMn)!v$#nl3ITrLRIjNkuR-
zZky@V^RrB|SFOE%>eTvprA7Atel)u%3I1NQe7XDe_3`1=F|JirRbQ^h*N5)@|NH&^
z<ui@bH=VzE^X8Q;nZa8V+xg}FxW#l7loqk`%UxiXuW{J8aih-M$jxbjfj4ch>?+MJ
z^AA;<eDcMKiOMc6CGYN7zPhxO`?h)6n}}aOpU>~?$oTl^=$4wFMceWp9%}va^Z9(?
ziD}=H{{Q=%`TyVFH$R-)`6h1OT)Z{)U}4PJE%!^9J09;a`tslZV@*wsfQ(GfhYtmB
z?(7t{E_;)Zc<9iff}fvKHAJ`=QvEZttBUTdi8QXLs$ycu$;~bN{VkWlVYXTBhllO*
zpj`Un&*$?S3m?1n-kZAaMt0Ek&sKGREP{fAFYYeS-{u<~EnWWZ&cTa|-5)-F+}tN?
z&7@JicahP`kgg?5RL;z?6y96?9aOBYYU%9ia{B-8@5PnD>I|v=3Db2V4_(^4b!%&5
zBjfMtzrVgp%{{!pvH8Nj+G+-epdg`1lO{cQ`t;}{T@8%`UteD@{QfTX&c0gdyu7@e
z`2iY7&dxT!xpQi9S=q6b!OKAv!k72=<vBSyJ-ob}TwGk{9@|n;UCqpJ=ImKUhJHEQ
zRg=O}QdExh%kwV`;8+;Y(J8F1WMU%XaC1jvOAAXxWaLI0``TYqdQTP<6f|tyXvlEj
z`t|MC!m~_H@-vjYzQ)VR$$8@R>E`X*%?}+uY*_Q7p!a;VyE}VZTib_^9~*;K9y!p+
z{PExK_p5srYPnCHcgKI8jU>Z`h0g31RaHtxMw?Ep?mKqun1+VNfhQ*?U)-J_&m&_Y
z;BeD+d(u%Z8S640RaMm!=gzq~Ix<?HyK+S&X`=)~LS|+sD3N{Th=`0_xkqiK=gn&&
z_RIa}uiF-<-QC&g=-|LG&$gN^H#b*BRdwNx9TK;0-O4)sV!oK5U}Nd)Ym5x{s^8m!
z>{n81s@>izY0Sp3VD;*5z1Up}y1Kl(cI^s%G}9zg2-MPHWM)&au$b{RE<{XBtgWeu
z>CMf}><*Fr9+fxuudAN;*y8L*Hjd+aQ)_B!76fQqSnSUK?eJ0=!NhlWcD@m9z6C0F
z-{kA+>Q0qUpI`HdlZ{`lN6xltLGtmw2_7ozpR;J~sQj!Jx38vC&bCTHO^r=YPfv??
z)vgz}wra17-`@vneq31@Ji|DhPe@q!wTS!Cw%%#erX6FRAH6N-<Uci~7q4C^>FKTW
z+Tq;J=cqMx)t;y@*`-09KR-Wz{C@xcV=pc)zPQkteU43~(Ep$3>pz^<-=8r>ztLeq
zk)PATfW^hDZe*w``OGrm>=x5q^>xRsx+T}t?RBHJG)$i^?&R$J`U=CvOP8E{e0a{y
zx9>MjKX>5PEvet%-ZpRDYRa%8=Jooxy{k;`tNYJ8ay`DDx6z>?aIstBxjB|Q>i$|S
zTC}L(*O$zi&u7go>i^j+TC_+&R<`%Wiwu+edoruT*B@);7LSOTy57)t{mxgXw&{Hh
zzI(VMe0^Nvkq*I*zP`2)E!VIxF{_dn4TlanU1O+}<>BEecz4J0o29NUuYApiMz_kf
ze<CjzNn4lcJUc(X|I3$>H~06;hp&qXl<w;Q)r()=-rj!7&i9=wGc$8aO3H@hOP4R-
zJj~Pg_*Gv&<HH@>eV(72D<~ka;M?AGe}8{a<18{VlA+<zqa+m-6$XZ=?RmZ8`f)2-
z*8f?&>`{7fa4;yn@7uTUjqJa+RTA}8RaSPtUMSc6`FI@EkiK*0j)0(G<LdDBn+&Gw
z#WFEeR8%A!?~|?g@PM&llU(bk@2^fj-c$Zwu3^)?4*B{&f(!-U-^EV-GI!3Lf<HeB
z#m+DDo&Dg=n>!B}uZzx{Idfs;<}@wdl~bmOq@<@GK6sGv<jIp-yc2%>sMu=Uc=Oh+
zN4K_ScXV|%?cHlTXYSmMX=kM*BqSE(-rg2^C_8BX)j+MOH}=(9dwF?%cy(1f=kBhl
zZ>5b=IGmiEB7O=9CM74|{P*HT#*$^rm>A6R@AcIE{bg!luc@i|hW+X4@bv;>V#lNo
zEM2<v#m&v?a`tsG$ugFfmK9%K2+GLFJb3<`U0PaNMMcFyLEylN6CCybeyTTYD*vu+
z?r`e-|C5u|Ir#b8H*YqMiH*IP!czR~%)!UU`zKDH&Mq!4t`omc=GU)Z9$sEa_V;F+
z=l8vN^Cs)~&WuI7HmzN;?AOYbaoVTOpLh54<dk-ayZ1R@o$qY3&{v!6*mxuwX3UUS
zvSbMZ1E@6|xY%ta@9Ge(kFVG7XVQ4B%FWHa`Z`aXm6a8!y}f78o`l@oUcJ~|D|ny3
zeAyYgI&9<nsek^|m|gRnTwQpiLy&`$Gx5If!Gi~{&XYb~xb-owKwq_Y$e)Qeb$=?p
zsccuu&(HUnVZi9;=QrW>(+Q`aS`<IyVMus!VPQvqf4F2z-0k3Fn!(E!ELr06Sp9rs
zW232ECoeB=YilcO)t48I6P4W$oj%RII&3Wy1E~FGVj>c}+^;o8uYKoE%h^fSE?yMm
z7T0T;JzF}(Nb=XWx2NkGrak}p>gwtZ+qb7*-rgr|&ZjidL$$WJxcJY9!~8n)UcAWo
zru@A0;<anX9v*Jrn0{XFM2b;|i_(u@zZNZ6!0`6g*25t2ijPTUeV?D755LWD@!GYv
zwQF^EmA-CM^PT0OH1WaH)6)aAre<9(Ei81*%hP*OWSMPnEo}eOWxli7n3<Wsytye{
z`}-Tn3%9Q?_m|g+-p13+&fgZJ*Y2Tm=-=PpH|wgatIy0b<yM-=0m|~ndZnf3%<t&n
zDEk`~73CBkFaP=3S!M>CiVqCu=i7(h=2)$vt=-L=G|fXrfUEVx$B&EwW^3Pkd3iZ8
zGqY3LJa2*TY%{IOtn2G!b#!$T)6?7a_x}-^Hf>tyqw^<DGz6_|@lk7bQEGHr*syxF
zwwlk3266qk182_g$jQlV^%IVr{OZ)UMYCQlUsko&!`;2z*X`o!aQ&%rwhTYMT=q9i
zJk*lKzR-WB5$msCzbbxwP@LkWTJ`PC$!}-p+t24!$iKVGwC?9qaULlX4mCBkia$RL
zS6@GMZGC+Ij~^8tOM`ao*s-CS?ZO``E%VAxDMyYS3wtTKuHw#~%Fj1g#Di9fl$Dk3
zD0?f#aQ2;RdU`sKtd)q;L=L5i9CC7U1*N5H4dZ2whx$A8{(Yo=yfDAl-|i>NT&vPU
z+wa%?Ubgwr-qxn3rh-RDI<+pp{WrPn{k>l6@^=a6=2-Sldp7%n+No)eE#BoGJl;@n
zXMaFini{Bk{O#@S)jDw}3iGAv*S0>kcvmm~o)Kx#$Pmv^&)&qgwzd~nR!%;(i#7e+
zoW=l+BWofzGcfG`|Ia$@{5;+TIc0LWxw#r5TqjbDPCPA=v8|dSyF2%`8Aq$rn>#xv
z=UNv%;g~aLPRJ!+Z|~-5)5P}uez*I2m7VBk^@$z{X=!aMgO_j0ba|b9YKo>s^|zef
zL^fWjmgwzySFL*+nc1Bd1~}+Vch(RA^=|a0n`bOreEs43{r}rGZ#Hh&lo|2&@88gC
zt{*;rJlMu7{YrFuUmxGQ`}^bH?=dy8_gXsXY{%8@`S-J~7gpT;^XJdKUybinRaFJJ
zT2Gumzy9;auPd(`r=NRpWo7WycmMx>zYj`T<@am1U)xmu<AdUzJ9iS2l9*P8biH`-
z!s_W#y=8uLyLJ{o54&lXaY12C{C+t@L&Kc5E!PuoY)Gv5|M&arSaX@<;QG9fsgZ$=
zjm@Iug~07?si(!JPMv9MW3!>?sn@rirLV7bbay*DIWbMsi|x9&*nRbygP@@vornz%
zPu&xruGHC{bCW4OJ)MP}egC&&t@HP%YKIp*JtbQ5>I!FBS=ot`Cs&rw+5hiX_FCS?
z!|nWwtG~bd>i77>L}ie%H8nOYOpO12Jmx=g{P^nJA1k5@f6rgEe0lqc6CTsn?cZ<D
z#myb>eTO$zdFjHRmIV(O9zA|6C@<eX(>Oip(h^VJQ|JHB`gP5}w$Hlumx<pzo5;8S
z<ZP=FUSC`L=Aeh~vokZB?P`B1SXxT%|MQ7^&)&UP{oMar`OLGCv@UxS@RM&({eL^q
zc!9jUd_-hq;_q*7*X!<;G)~*_o}=&at9Ek-i+8#Pg^yfVSXmhvHf`Qq`0<hJj@`RA
z|Gm8}_wa><&R6ALzj@Ph=T3}G^|zkf$tP0+G(;ly*X_NP?B(sfvGjG=n&|C(YooR%
zWq1A&-m-P;!}ss|`R#r*=-&JO;h}SnjHQs7nb`!dr4btv7`f{oALHGzd$+UJR428`
z8>e>6oiiswIrsCkvj*no?M@3DLbOu3rOMvknriFl@9W#z-OaruNK=H1_0ZwNky1_z
z1x`=bZ{NDrw5O-%irxb^7cKjYpy1$zt5<ig-}j44Oib*?mQ3NUt}X-g&NIU)u~V~+
zQn_++aug<?G)O+iv$c2HL}m9)rLv%rzqGTnHnx8L_2p%Ax48bMEsP1jzPuFRVA-&F
zbF<UJgzliY-DSMz&Yd$bH9dM_qVnoo1zDR40o&?tEiroQH@P_%6&bPdNHAn)XP-zh
zVqs%r`tg494_0n52fgWw-TUQoe%)w$w!HN9wKwmdpP%onvF3NZ_w)1f+gn>%UzgtA
zQ)%3=%GNNx<|FGg-RNU>%a<=-9KXK~R8P0@$ws|Rs(H$-I_-G;y~jTe^V@@(Yhq$z
z8#ZoCyspUb;`Qs~gH5a(wr_Wzt{1zZ@^cysE9=IuYIVQgZqGVhc7C3%&b+Sc38i0|
zuf(huRaH|vbn&9#v}w}>I$eJJ`~9AgVdKV)H}+H-Z_B^W*Xq>x^z`&_%Wc))-wAZO
zT)1>;mD#_d-{0OI-jaElf#KS<YZtCwJt|-SXQ5e+g9F2nBtsP;&SU-Z{dexfFr@Ac
zxp(iLgh__LnKNe|yn3~2Ti=>BYZfeC-2C`>|K{A=+j5)R+u3hz$!tDx!ec7C)$u;r
z=H_PRs;{qDqobpz>HEHOUGT<wyK_6=)@h8#3r!XJ9^YHBE_QcNQj$`qi_)nxXO{TR
zHoLf|@^i+;MXq0tipL8GUc9z8I`hSag)S~rAOi?*eoUAk5TrHrO>yOoCr?sdU0Eso
z^vRP84-dDWJbALS)w1e~#?4!|gaj}8+y8aBckf>5sn36ZfA`dzzWQ#sW&KmT-*1d(
z878v{3hvyw^J4wK&+<x2T6%hF<>lqK_Sf5sii=O~?BslVb91}w_b)Glm6TrH-mc%;
z-YzT{INL1u#ldFwH$V35u~AYoGBH_l<cN!s(xz?Omc`fqo!ZfncXyZT+uPfhTbI8R
z5S-|su;A+IaACoVz0&3@LRW`{1O+Xc6yNCJpdYs<VSaE>kcWc6g?D#%-`sYzTm15;
zr>Ac|Z{-%hls>=K&BbN1n(w06-DMkVh1Gl(m}XxK(VQM%_p^1G-&`*j7dbh(l>B`E
z<$iM)-MJHU>FU*`lO_pyd3q|w#>STI1C1Pf{v0Wje7sM!x*9yLFm=k53BA3%Z}0El
z?-j)_XS1N}?X8Pzqqlc-WE^heRT1HOd2erZNJxl_n3z~jd|aH|%-OSpYievjq2Zvg
zK-GKNhD{mQ*UA3<`~7}SeC?;;yfZTlmn>iI-qzMOWy+M0+#RoYWGn(y|2;oHe{;>B
zKcCO%{C+;a-tT_xcUeI}P}O~}{(o)NpC5*Tf<J%#x^!H=evMgOadGjknx96$=ggh!
z>*C@+&nEFUsQeV_ba}IR-aNUpGmYCjI`Z!A@jN@rba6uigObv&f`?3{@9xa(@L0U*
z?CI01H`ZmXx_+vtsA$E84HG&#K7Ib|sWmkyCr3wn^7?(hR^2Mn3y<E>&MzNydYW$N
zHePA7o^AQ}<5b_g-~Zn)Y2%Ed;^NK~Z}$ECa@jx9>e#VkZ|r0YlUV-#c-)_LIc9H_
zY3+}P?Qb@Bc5=G9xd{mdy11}>eRZ|F<J3OxH*elVRGmC|5<K9gr+4i|oKAS1{IvS-
z1v260HL?PI)rVjFpI`9n#}5Sy3yFshAKutmto~XzK;7C}nyZz`f4<$(%gg->e|>qW
zmAI??eV?Lpn}UJ@!?tbPw0<`=HQiXPx7fYEZT@`uxIGmMHzk$$T9v=+*|EdI*I)2J
z{dr@1d-;hICxY7bx2H{?-agwr|IxFvvn#&765X?B&yB*jx3;bpnjW<B$c>H34<9~k
z{P*{Fc;#Cyb93>+!ooK)y}i8;A3SI%etz!Y?c34}H})@Ewk+e)5>7driiYp^>-Qfk
z&bYQl(ydSCq+NS!>%s*K8f-V}X=ycqMiCTjY-BcW-1vs`^XcjO7Z<s5Z+-sh@AvzQ
zmn>n~o_Dut|9*SFxmK-*4msVpbt~+)vcuH00C}?<iCJd3TnsO+t`-jp4qh!&{O?a?
zL{!u!n_s_vJ-X~~&&r^ps;a1|$r%?Hr}M6<i794(oh)d?;D*;_H#fHpn>QccS^OL{
zZBq4odCbqPaxyYK>-YbQTDsj!7&M^0f4@CwaOKULn5R|i&n<9lzA-r`K0dxj(%3E6
zVrft(s2z8>jkkIAYHbxEP6kkaosp5T;@ca^EnBxvoHC{5(W9h{?CF26N7b#JF=NI8
z&&g_QK;XlJgUnB!KYu*8{2pUK@l7Vv>;6$uQCq)8MaIR+E%Tq>cjSl*N2?QPD#OFW
zqrqw6g%xMwws&-J^hlX@-Icz)-2eEF!pArMfd(?;jHIQdmn>PbqWAdm<LunxdPg>=
zp9f7%h=__VjNe}udPvr~jA!M_l?5dwDNk3dUE906{Qb4xaZfDPy#voz2-(@$1!#!8
zxVV_Tr>7^2C)(~96T>u}$fk+P?x5Iz!ydo0m0R3NYwDp37bfIZe|o~%Cu7;<JzX#H
z=B88yB@uD)<mcz+{`m2@KmK>+)ZHa7g+QZ6N=*(52j<uR>s0fdwW4Kb-QQhqg>Ucg
zmoF?V?C9z`)WFF6;cof;l_pUQtKJ_7|M%zJ?)RJaw>m96RUujWkTE3FK|s(f=SIW6
z+TUTE-Yy*6+`*dFrMt@Baxrl5@`C2vrg*8={dmYOA}YGE@%gJq>()H_nUR?pYB~Sb
zBSp|K$g13kY5VO$E$_~{*SOxlPR(ylN9N^ait6g@YooTVGOgJexj8Kn)Pd{iIWotx
zI3Y2y(KP#-Lv(cX)2r*J>&IV{@c;Sq#*G^fuC5NxxVVTFRD`UF+{|`;ef;s6#_0xS
zZz4bgC7{UY5L6bBmE~O-(zRxdPRWZ4jIFJ$YZ!xmN@@R(`RBZC$Br4M4y&|pf2z-3
zHNTmie^pIbdF_<n&t~Ue*jb$3($eCfAdqlkg5uU`-m#@`ZU`=2x)hX#sv9QEo5#n@
z+#J=v_NCq0msVN#_u1aLdv{~<alRwRk0(Dm(wTKwQ1H&(yI1#>MXuBPu5`Tc>*3j-
zWxh`XO|daCF$o9=1Z3anvN!ni=g)%Gt5=s@TX=4+b@Hhxnp*GoPVZMgdE&%@x3{-X
zoHnhk_V>4q-=D>|cm34X(gJ0-cXxNQ=jZ2d$+*bm=jW$YdFsrWBY%H?Pt3~ddUkg9
z>OIW=zq|~dy2IPsd*ZBFT&+%xk(<*V9_F`q@$u>LnlVi`+G%0H2F7oinwlMbed{jg
zguSXe5_<0$wDT=r@bl--HG)rHzU*vhU@-e&rmemDRvbfmdb&=;1_nJnJy5OC!NJZi
z*AldH&7^J9rin#u$q0N~(K_qK&6|pPdVRL8_x4m8pPoN+rsOQs>}8iePn$I9(6KEH
z2~TIvn$^`Uu7Bv_#f^?XEC2nml(VTgVE6w1e);$N|J!BP)cpN=J%=a2chcm^7q@1I
z*L=C?{^Qx~{2RM}9XodH$LI6*j8o#I<+j4s0+{aUm$hD2bZ4Tn`;D)nA|gjl{eE<`
zyQ9B9J()T0-X2b4V`I>aZ18fwqer{NC(fVWKWUQCi<d7MHKdI%2)sHa_9K7q^$>g0
ztJ$fMk&zd!UvGC%0FBe$e8T2%vzgcT^~Pmxd<;DDb~4iDc`N~8^Ze)8G&VOoPc86T
zDpdXLjbmJ#9D{;^fk0kfp48KYn>;70DH<3Eu=C5U*~a+j-MhZW$NN{?yjfvU=03Sv
zaD|my&*L4tKq~^O4{O<dl(w(4S+jQS>k=M@KR+J#M{G=Ly`?@gzW%RiQBlzi!-EG8
zhQ^r|78W|DrKt%C37MQKPD@McU7z#h*)vcCHZJ}C?(X5ApP%34KRwsFTuD{6^{u>J
zjm12>S}t8(-In(D<kQo1CwQoUhC~V;G@P;&7Z*>yw8S%~J|;$H_SEG`JKx;c$h^D!
zeVdP3^YrQBO-)T74zkOy(6ul1|73d8EdQR(i4>!V$Vf-6sfW&;<Ga2tmYHEq>~68B
zsHh1iQzm$*6qJ@8y}P^o>NHTrGuOKOMsQeqdb)_1*r79Ld~$DXPCxH<e_!p*1^K?|
zk1OBr{SIo!R#a3t=uLn8?(Xh4Tdi|*b7kymB&xr?Y4lNR_E2eBzh0k<i|fY6*4EYu
zr=Ln#6eyVG+&B;yxjMgY)22-Z6(17J?tWaq|6kYr`u}s^`g?ddEcct6)ti2HmZ?Ce
z3#bFLr@|0a_AngSl6kq{{XN?b7bQ@asjRF_>$s(b#evhOxoxYzxum73P1B2AW%kdq
z_}K=>7od6YL#^DP8F$xiv4fW`3GJ==>I7;+^sRg=wffJ_U7K|I!-M}`30Xf?H(~=r
zV`JlllPM7!5*klU{`>H7yRw?vvRjTX)cxnR?AvEo_v@wlpHHXt4GattnD-|qB|Uig
z^5mg)5gVBT0|N~V4I9_5*LQMuzPj&_NyY_*9!X<1P*2K3rQ+u&)oD7Bi_G3{Ei5f{
zjf;~5H98J&FcKCP2F2B6b$`$p&(57YPo>Dty3_sc-8<0eGYb==kFW2;SFfVh|0%k&
ze`Z64@Vv(seXAWkJvnEYWH#;DV`GwiZOz3?TQ+Y_ww3t5`ku?pBAMfRGxxBA)}XAO
z>Y$KuCERbzmM#CDOUpl%+MQ$B_xPU4J?2A&GMiIQ3dvX$IHW#U?VxZVfB)ZOY~IB(
zphYjHEbkc~?l3=b;lc!6xoex#{moLf8B$VG95h6dPEFCwiH?h#ckBC#-DPjN#Kos;
z-4@r6<JlO&vonUz*w`49(M_KnKYyP8<HwI3-QCIBO~;QOy}J72#@yRxpoJKq1sul4
z%`tk%A06$Mwt3v=v@n4=?CQxgXVzR!C@wvI`e~7d2p4Gm!`a#34yMz>18;6_el7d{
zHE2Zim4U7<@BV+kR-dY?t*z}%7h0`hXt>c)`-HiP{mPXqH*DFG!u_{b&NeFb!*BbO
z7cWlK)%me))t(9Smc5Ez4;pIpE9YkLp03xra;4^$EnBj5cXNyDIcQA<%_)LX{o!{0
z*K_23zrMJ*_>|YX*4EY+7Zx(Fi{0JED{YqW_SV+*s%twsKyx0BI%3W`V#)9B>|C!J
z*Z2GS4|Q?LhZgJ7+S=Mmo}Lm_QUcBNZOy#grWd=*#U+*d*Vc@SO?E#XFmJPn&dbx|
zY;~Gyp`@hbp*KDFc%Q7Mt?k_0`}^zdZ{ECladr6mj*b;emb5IrDxsw}&%@=*kB`Yx
zHWdcEayC0Ie!3747#Mg}Z%4$sPfTsSPp_;DPRYz%xyjexzyIH_*Xym0Pn|Hq;qLD8
z`sAOQIyx!WH3cu8nQ8p;wEq5_fI5?>4<0zU_sL{V+45@jBd4m;!24Be*ZTbX^V#3a
z+gsV){kYWOsnezfU0)ZgX=OF5ql1ZwDdWqFi>2rKmxZl~a8!2h3%R*1`?}tyO`EFT
zW*$9$JlM^RO;B)e)z_|^+}zCP=jN`rmF@c-f3(`c;vMhe|MlFUHl=&Nob7~(6Aykf
z&Ah}?{QTTe^ZPZyZ$COZI)3>2wRQV;b5KM1+y4Lmq~G4!nw;It(dx8qflPqe;@-uJ
zl|g+@X=!N}SJ#cT-D0{;ot>N@A$$A%*FXIVZReBSkbB$A#l=NIQ<IYcG<RrWZ4FvR
z02*D`UvJM{|Kx-qsI*g??6@#s!%Cx8C&f*hH#@q_uq;+PbM~y_^wXeWOA#?KC1qu1
zD=RCVdBW;`2M!%#GMdTb=jW&Mc60i9CmpfmV?B}+PNoQSAC=NwCjnUv!6R+P6SPv~
z<HwJnDF)DxcXBfG%8)MCZn2FYPM$m|VUWPEX6;(V$tMLQBvzQ+`+mP(-hZAAW5BkK
z_)7hAr>E<KhC(Jy5(13^9DNCDhb~#7q9MY?BX2k7=;reGaW`(>Jb2>7ies8{|Ni-N
zVQ+OgXh`V(zFMu{eX`bU?Ck7cUR~whwr!h5`8%10P3j+wX7bqC*$H&IY}m9ZX>*;a
zioNeFlf>(pg@uMi#l@!cJXbF|aKK^4?Agu>102*QZ~V39j<E9d(}n;3RDSz;q*Hjq
zrcF(qou0jWTmJp~XJBlcY@77`{eAX;Z8Mf{-D<idNVAPc^3W?oQ&Z7hyLQd6uea0D
z(E&}l#q6mNoL~PBw4P&0kY?VU9f8?5!@^?!GMHY^cC{{h)39}`sg91$f&h&hB1an=
z8$CQc4lJKv$JOf87`)ss)biS?Q(SFrZCm@Ie||o1e{oZ)x7qI-UtV4=d~kqq>ek3p
zPoF(YdUT|7jr+sh@AoDDmXVb;Og|^{<=tKBySvMetIw}lWVW~P@v(<5E-tS4_s8<K
zn2gLBvC1!>KOYW{uRZ#0ZNx?<Gc&UdTecio;MfeRKNx1+?KYa(vo`zEmds#}r9n%U
zFTWlkCv!aXLz}dN%=h(a85tg(ot-W&Q>ILDxx2f3xw`*6fxt-qj=nxVP+xlDM8UcC
z_4~Z|Pi#&<zan;b*_63+eZ$wqC^9oMZ+m~RnLQ;f&F${4(#3_3k6oOm8@*z|f`*O`
zT&pY&xARZ-Pyr1AC@D!<m+6$gy%n1Kk6+fxC3u-n;O_NB{2rDoL%e=}d%O7g`T3J$
z^p>;p%LxcxoUHDD;=qB1clY=EgSxOAlij`i{M3{dJ$jUM>fAXsC8dP{9{O>67X0{8
z@#^Mg_3rI8^_4pX1#N47Ot`f@|NOi|@9*rKeCEuVjumUl7lZmr$1^W4^L_H{*|JID
zrM3#Q&GVOqt&IxI%F??1?9CgW=jZ3ED=k{INGV8bs)(4Fo2#p9N@Akp_Po1FN{jaF
zu`x0?U;g9A53Q$0X=fyEZOs-3jaIB&sR<f`sH?M^Yf;$5#wT;)lAK`@i{Q$7t#!+n
zyKhcA3t7_<`1;z~mlqeihhF01=T~1D;#FB$>EdFNbw%Ubl0VnhMyI5wAAe<UX*tuX
z{GHFyqen#q1s$ChPB=H$+TF!v;lhO}d3pC9{1Ffo6%m=>qoyn?D_c}nmUcZYc1y;^
zCOP{$AD7hYK0kkkzU!QLGUd(6J<ZL`J9q93%*@n$`t<3<7`^4SzrTfc{)VpMxE357
z5a7_-+Unx+W}d22)UFcEvvVvbcbs~s-RR)p-Y=)B1j<QSS67L8SO5I<^vT<|zAj4&
zZ(a+rPfSd_dM!KEf4*I6{r!Elv#m;Bxg0%ubd8V6OVL%jcjnnvXIxm|sCE0+_I&^H
z_xIKcm3@12(<Jc_i;~i*lP48BU7XnYWD;IZiU0od=g*Xc1c&MR@nN%<Enlww_s{3^
zE-q6hPILr~-`?l_{QUfK$Wj+4C#Q^GUtYf1@!&y%lu-(YU}l+qSjqc)wxFdz8j6Yw
zZ*6*D;U@~N+H;<qm}p>Z-0Y!pNPT`y6KG=N&Gk!{4oy<^zA-s+)rTvE&(F<$aeu#k
z)YdH4jS)S4veu7|bP6+^x>f_4aVdLuhqKeAiC5YTv<&O$(W4fKH5VtI7S;TC*nZ*K
zwPSOw%R!UR6_u46L-#NDn;VsT&(_AqBuZo5qECP3+t<r&&%f{X|KDHGLd_5@MG>yT
z&(D14Se0`9{rx@t{rc?8%#Eflr~2PtTPyA5<z<k0Nu{NwWx<9G8@!?n4GkxFsO0d~
z=jZ3&*<U~3cBh${S=-X3stgCNT@%}$fB)JG85tRw3u~jz865ol_|DC<?FJ2?&zsTH
z!*gdxA+x8ar-zqU)AZ@$Pl_zxynP!O5U`*ure*VHW6+St>FN514;^Bv{q@B$Bt%3>
zN$J%VuHv6k`nz`RdU0tf_oYjhR<(5Y^c*=cQTgJY%3_99r8RGE7%o}13^Z6<v{NQ7
zF7Cp$YiZdtB&4M`vp#j}mjlf%t<X`6nE!_%RXgtZ@#Bvl9&QIMa+>;4WmbUJR0-=c
z9Z=(P$@1l!Kd(Of<KtsR0gelMDvLpFNI^lt&_gd?yf|>-f`FZ!-H)%=<3GN+X>5{t
ziN)b&g}S%5w}*;Q&h2fyot>R;c7&~sT3G-89|ME8xA&IZ+ta`+G#*}C8?CcOEj2p$
z?;N|@UAL;%>X@2}zI*php!=wVS&qb}O`Afh;{R)g_^$VKabb~ue{EB$_m3YxR(#pl
zBW23PaA8fPvB%O&S>j*kn1B~$FfrWNRjS>_D}8LAwH6mQ_u-S1)fK0oR-Ar%W7XHJ
zvfk@Y<7)o>v9z(V0Zmn}42e2^>A{YA{kP_G8T)>3zrDL$|45RdlCtu{hYuU;{{A|6
z=T403nHLuqe|+3;uViBr^YrSJ1q&3uHTQN*m_56D!2*SClQuXgH1ziJ=H%pjIH^8=
zgBz#d!J|iAQ$wE~n=o~1>y#-X9WF|sML0?mJJy=T2Kq8jKYf0G>FaBtBnwIamzVp4
znronna?6%2Cg;xYe!uVZziXE+ITaRebUPjzQ?hQ$77?d~0@L;5*BLn;n5rEP>cC%I
z9qYAJ2-NP_xX~~sCg#F2UujTdLrbe`?WDDxzvcy7DmCriZM`k;Zd7V~sr|34s@PTQ
zer8@;0v>DkxBn{=U-PjwZRWrF#Kgpo-d@*`5RsVJ*o{d?LAAWhty{OW*8ja?CI}k5
z*_wU*!Q;owjSda>_EsmKon_k5*?I8i=jVmb&PYZ?M<?IkR|^^$G|Ro!(k-qJ8dbKa
z_^{xVQr-JKpZiYzyuQ^&YkIEl*WlY5MJp>S6YuUS{qW%f1H+cg%gYW5yM&}ABrNz8
zb*Woif5QCv{paRdU$4q}x+gm-kC}}J)UTQ_V@3yP`9idxOUuvC&yx?eaE5-%tkO?Q
zPd|M3t}JLdZ;zyLmaTf<<A2@X8w&17hy8Q8aPy|5eElE8eSg2**80t$prF9;`T6<u
z`N_%2AD^5QzO%nx9+cCgqNIX?f<VhGY-)drY}~j}%m2&dNs|I%Vt8t6Yj^D2si>sH
z6uv$#_4n!H5gJpy-rU~KzjNnKg+*1ionh1eAMck>{`BNzL20RLznpDCdV2eoEha8*
zZkr4`J3BS>^x9_6miC)t(fH&^3Pb8+rlO*vkViG2o^Tcw7cUIa+L&|GNJ2_#Q=50C
zgtWAD%-*W0x%c;0n}7N8<%ZVf_0F@+avwZ+(2#n1+Q!`P@9(>(rKz1ca|V>^r?$m;
zd2z+<sR&e+tF5iw^ZVUy(EQ63FV#77<_L(1wf+A7-dSm42<QD>rP*6QW;m@3NqT>8
z?}^i=oij5v&GPS^`L=WS?#DkqKGy0z@F|;FBfG`L-JMxO`@CN4t_OR+-^&iDGcq!|
z(SLu^B%wFAxBEYxGk4CM2@@s+B+DE<dUQwaZ!;Yo9fRs`IXu#4Jx_O6e}9+bJCR#l
zFJ$J!%-`SMYG`UY*45dSy}iY{G>CJe$C0$g=*?-oMMXs)UR+eRu&_9A{ye{#nVE-&
zheKGH*sX23+_JK=B4T1;F9p}U>)da3b!x7w=~e%yRcl|~tNr+hm4}y?amrVbC(oX3
zs^wjIx@*mvH4~;!KYlLr@v&YBtCAJB+F87oPKs^cxpU`@jmhlQ6N1E}qM{`1>ui?!
z%w)>V&9$(yS_NM5!7FXH;iHnPtLvKQUX!a0)z#V8ty?Eyl+tl(hfv>R6VT>}?`)xU
zr_AgB)wsC3E8E%aJ5?txE?)BbT5s;{O{v^&{c>xIYCv)G>Q&d<+uI+%yu4h(IE_cz
z#5(nq$eUYRx!>O2-ac`npp&z+Vd<-o6Hkj~%$~jZrRMMN@B1MOewo6;!d_fj>b><R
zXm0x9>(|k5|E*Y|5fKrwApQKjg3{7fAGO2p?(Sw}$i2Po=tO1r4LLWBrnT=Ze!ghS
z77;f$Hx53&V>1ks6(*ldNKS5^ZJxhs%E`OC%O5^^bck(2_tB(ptGp{`@X1;wJU=)0
z!^e+_%m=ciW<<yDE_>?~6eOe~#Hk|0>DD9Bn0|hqV|281JHPy~dA8LGlTRuLbv^(&
zXL8!opw4B!vz`3?`Eze?YhAZaZ_b=KSK6kYerjN5))t|Y*1S(U-v6pC<M$6A4m>#6
ztT_F2Vsi3gqmvDtot$NFZZw{ptiHJ_a(|ueZGExskEiwbJLrfdUtJZ-!ONRlP$wiL
z1X|*~Glp-bPurU}IiT@WhseXAwM$#gq`JGh3=$8qcq|P%@w6yrZ<Xl$`hS)Un=+Hb
z*T?a;IyGLn5b(__u5zA_uWw>@Hup>)HgR$Bsg7Tsf<|phUIch74f0SC;%IgH@#9Cr
zg9D8QCMGSNot(eEykzF)=I%WgIrmiR?(FO9v=Xyc&7bvZ>!z*Q*ONXxI0$Np_ez_C
z#-%pY1~2z(-M_znYx9M_fB!CAzrO$UbbV0SV_;yAz&j1p^L}}0DZ?qX9#Dc?=0Be=
zI5^nF#U<hCsi|3?H)mW_5)eF+WSEni`|#=0Rz>GF2JoVh!bdJgjvY(-^yK8#Hc9h5
z8PM(syV_qHGPj?fXM6hF^)mf+aeJjWIXQ1^&zHBZJK7~``mFo$j{lFi1&d_D7w`Y~
zi(5`kPO88E!M}1>H@BpBcXoDkc4lrd(U05HF=2v0&W#NVFJ7t<h7P)D*6@I~4Sm0+
zC4cxxq0I5W?;qGAEeWw>0}aW5b_VSLZwvZ9O-oa=asPh%s&8*NJ6)Jsof<(y<<{2H
z>F4LQ#^|v#q@<;7np%}@oN+;6YAL(asS6jt6WBg#&7GZ`ZG5s_+~RsB8s`oiIFQA@
zYFhM;f`zvjcg>30QJ^^c|NhX`VK1(&m6rDSWp#SF-LLQO&tE&m!N(UibK}ZKUN1^b
zOI`$+CG6QJHEI6N;^$6E6E_sC+wtnJy{3^7Xn-th$`&b5TgJU#Ztds7uPd)_*|J3{
z{lu=?-)3{>%mLMa5s{HsCBic^HSPZWNS2V6K78Z|%WSjURl#wulCH0d1??W#^tWBU
z?m)YIUB{(MK^h`ld#b*^+PcKN?hj~jkA?`>jT<)<w6tDrJ#xBG=7-k{neW@A%=2V;
z<!ole?Ws7p?d|>j^DkYxbY<OzziJXvQlRzEH=Z-I^99`AmaD0z_Kf%0s=PUK=DYwc
zczCBDFZ;`P#hyzgN2gwRed_Y%$z|{E{5<w4_@mXn>hF46b8b$WXJ3DB!JiDLyIgPc
zm3_nI*RQerTJ`FR=B6!M)|CCfyxjlgpP!#gUR+ohbvp0#G~Flf-ks~aeEs_J+2;Az
zH0@_q{rsf5HUIv+ygNG<ZrYoEeqPC&8ym0Bi#wYA?b1^3D+`_5ug_yU{x|xgoIqbS
z_tIs{9&Nv0clg@c=!?5bv$xg$`0z02-M=EpzNW<atxk&5^yB%mv$G{6C0FVkxw<tw
zJZ5JRtHaGGQDwKD1{bA9AGO1WTDf0O4PRx@lk?)jLeLI~x<4P?8B&8+oSSPcZf0f{
zpdlh*nk6!Oow2pGbnr5t#t5CZ7`@}}^0h1ra=Ok(Zcby=n9X?d(j_6TRwkiNmd3_L
zhEvOK#%#}%Wl+%9=Ld~CM(DJ;C>?xsv^%nH&YU?Pu7<}iEPsFR#l5}O%lzlBGy5Ns
zsWE5YKD%e<=5l9eXPZq;_weAz$;nB`%;Z#8SO4?%dc4k`E>Z0p`y89u9^Ttq9eU~J
zjzZ<=HE&K$)fV7tebf2sP%F2ffWU!E`|AE$F)=ewoG_um-~Mk%s@0V@Z*qF%Y^8)c
zS<KALb`(GFyH(}s<<+!yt?q2G?KQHZ3vzgyHG`KOIChN9XeN(w+L;9Iua;I;k2asT
z1MPe9@$va^*8Dz$L-Xh0k5=c-oofrwaLLSEd27Sf$}cYjV`5_!r+O()K6yjr!qn=d
zLx&H8%4|DvF|k9(kFzUH<OmB3(|UbBq~!B6-y64YJL^q%)|z_g{(X6df>&2GZ`{1O
za!py>x#P##FE96R4_etWaiU;NZSBYB^XnJo-`{6oW_Ij)eEr!&VS2Z_erv5-37Wm`
z;^O9h`0gE_wzjs1icpWVd7tlpo7!I`DypiE3j<cnE!q*gyKKYOtyeQtf7(`m+aP-8
z_SWonL1niME4OJ|SAEgY(a}+ueDcAYH)obz>+9)hiP1a$<>h6?$tM*idR$re`_nn=
z_n^Hcj*gBww|{<qK5_D7W^;4%DX`6J@(dH^%;{ldW;<}})-2z{ycu=+VSCc%+t<gX
zE)48@EcJlbyuqR`IQjj(y(*JWuDTn)kzK{sc5X>Y$ql<k2Zz<+>(!JNNt@>dtPWcX
z8h`9KRiz^&EZn)`&B_1Y@7JI2tN!$)^VSwN9tqI?fUNJKJ?rlrY-T@s=gyptj%m8l
zZr;=NQh!g=iF7hfJENeqh*MZ?!+z~$`!g;o{d&}`-_enAVuIq9>hF1C%l>r!Y~d8n
zczbKBi;GG6IT_HHhoIn7NI!gU^>-n`!2A1ZGjD8242g>JVr6B$vNbz=SH;IgUUk2}
zz4d<h@S)c2FJHc7+}e`)<};Sv8l4>)Dk?3@{O6xL#Kz8kd4i(zswtsGMMg7c%@Pv4
zcxtNl$$R(a?fd&JT1jcs)~!oVPuJhP<^QkO`bt6fA1_$E*tz`uJyoSe`uqP(N;@|v
zQdL(;X=jYz?d|#MN{fyhaml*1MYB4{F7uMgt*zPO+}4SQSfVzk@p@lAd$!lh+dH!I
z-R<q`5B^kCirQOcI&;R1fYZ}-K|3L?wyi$LZ~te3P<>dK*lG8p^JZ+=U{F+8sJLj8
zoIs<4!}D`<m6aA<xDZfQ8)lY#jOW+K<MOMI{QvW_SW8z|b<w8RR}LI#kh7_9aB%^x
z2yu6J*V58j6uv$#@cO#g%p)CwAwfY-mX?-FR<Ax?#bTm+8?rWYjm>}fhLSL~Szov^
zh1R8?pZDgLs#4VUJXzm)Haop`u=C3W{QmY<Q&Y3Eqhnj{ZMUS2GnQW7k{R69-><H;
z=<Dn2mk%^DUtK0HFYiCssx;|-rhM%e@OqGrQ&rlnPKr;TJ`D^E6pW0BxUe>Qd&i15
zyAR&EGw0Fc$Ju+u^<#G(x%B(h>h&w4x9441=*(WmTPSnAV2|bb!vD>C_U>h5K&)F>
zu*qIupTGXkNA|Sy^UiMDntwkoH^#kBrqOBP1&iEO7iNQ6-LlqY8$OEdE`RUl=El~&
z{SnupSC`6*iVjUu_1=(jQpm;KeKBa&@*z+UL4Cv7+2)|x`w%gIY0DxN7AD4fwcle;
zq!=w(wk)eePFUS9rM|trU0G3)F)S=>!s(|!9(C(~`0_GXL|j~1M~6q<e_qP-9aUem
z?(D7J?o|UCa9ka}9<+2E)Dcur0Buq`aq{HBwb9#6^pe@x*+Em0pzSJG=lO?)iA|a`
z2{d!f(BPsJSXpjoV<W@J$f$E(Tt6;E^0r~!p9&5ZCeVWX<YPUKE-o(3pMu|gK5u{g
z>}>PGcXupx;`Zz~w>tOsty_=2->*MD$FjKK$A`o%85f-vKi*aTo{ycKo#DWXi;F>H
zHd^0V7(hd!v(0jw=FgW`Qc}9{_1lY!%AlFfq>U0@ONAmMBeiT3=FOXT;o3E~%gcNf
zg*qR+d&jph0F-|hx%bPJ>fL_zN?lu<`}+F$_1ogKwRCllc8O{$Oh2tS(F3$#HY$Ab
zfA!cM1&my+Otw{D7y`BlBt%6?$=O!1EO@iqOKmcv#_H#<uE|b1neyX7Gk?LC7lBWn
zKL_<(XP9ILO)bDO^wRM9`ugh?`pcFqS)rr0GwCSTl4Z+48(`w=eyYCid}OgM@rRXy
z%y%&@d7imbr!M_eHC63Yea>`Yu2u~_y)fy%e~pnll9Q4YggP0fn7V<+Q8cEWs#^O0
zX8QbtmoEzo3JT6J&zC!rwDHucJFi0GRCgvtW@Kir)a5RXg6!b%f$qK#>gzD5|5xKP
z!(ibxi@9^>7Ct#4cxPuZJ0Blk#m`Twd@>dc?(Xir;b+#p{~6LVze7MwEbM8ioo`>Q
z?9YiOQ(oNIsQmBq{Qn0IA9h}B!_csIuPtb0sGwlu-s<m%Aai0Du3ZcJnHX``>+@3<
zCPo$}#<X*DI$ylV;9y~DX=?+mSl?Uy-Oa^?<=VQ~?)i1UI3GTI_~Gl<qZ<+r7d$w?
z$j}g?73#UTNb<^3pDR;yOTSK@I(6yCRS#}&&v!2=F<G>DF=#|;P2ApH2Zdc$Bqt;^
z^z`t2TWo7<E6c{lR@%2*FV!sbl1k3aO|1U&?OIz~TW^Wp@8sCEYgb2icd)d3>Gws=
z&CR!rN(&1Qf_DGDzP{dBN9_8~KNfw#;3*y5l$4Z~hlkriopCMyPJS7ShA&^fXg$>a
zH{tq{K+r0pFYoR~r*2!R?my2&=dwn1k+g(F2WVNj!_CPLudWVXykG$X!wq2%1__%A
z15k@*T72nCb#?W{-qZDF*i;%lJ3G7G?Yo#dY%M^yxPBPt;t;Ky)(<NyD?uA7?%cT}
zRih`$D`~`{sHm8e!!D?3W;Si^<2GLD4}X3ZGdKhW3JM7eUp@Bt&6}S0`~T0=UGx0O
zlNQ%*v6Z<C7*pRbxW08d14BtkNkU#;pR9Em1H-zwy{kSwzI^$zFe4*l4v$+{*fg*6
zN58$j9T*hU^yg2_n_FAEdzY`suWQ((e(7o6-CeD#!`B}=bB2fE!|nY28#kJndU|_1
zpPr^`m~?~#w7S+j?~X%Von23F@5C81Iu0Fj5)l^<pQ)&;s>*ut;zfprySvK|A2`79
ze(!fV=z{knM~`lt*Y*8gHGlH)K34|^2GEpTnBCLfM$qc&TU)cgYB4YPwQ22&UB6bY
zjnh7L>XcJEpDbvIFeN=*Sw*Gg?d2_Uo@aloI0fo$#@GK91ubd$^+ogB+uQ9EmEFTQ
z)3dX?fBdL0dzXB?Pu9T5$mw{WZ1!3AR8X;#lA>~LO=R%XU7F|DLsoYjJH@53n{U(R
z&5T#-^u@%)R(&}Xv!j49GBPqt+FIuLRax++^eo6qgbmxawMFQ(?c8Yz8a^$1dn=SP
z`eSFTufK=(KUpCm(84806(Prk0S}(fuMeBu-^k1!_FE)SK_KDD3DEXl14Bc{f&v53
zjFz{zH^YJJ@%6o+{nfW_Nd>JG*|u%lo8v!Mg|7ba>8W?e(IgEKuA1L(w}(E8-(P2Y
zdj9<R@?mSELZ8}zR@|&z%eygxCptR1qN-|B<JMU=y4O;o=iAkSy7fGAHWEcUWt1j%
z_$piH-LdGAwHB-W^(8U*%skubu-r;ZYiscG1^4CM-Q4f)>|{<)Pv4s9Ki5k1-@kua
z&HGHZ*8VO7FNjR2dw*~5&3#+5uRD2rck})zEiDbL%sq4E3dpS!PNozT79QM?cvx!A
z{K(B|8#&pJ^+-1R&Ne%E;sl37q;v4y*QHbE+SN*liHS`({q)7<<^0#yL^eM=JNxjx
zdvab&h0@Z}UR+-<@8jzm+Bexl<;T<M@d{$y8?&yi%38km?%rzi(~JB2`OWg~a4>)t
z1shg>%h3?wdUI!IaB9}ATkAHSn!j56cGp8lj~mnqdvLT{95mqH-rjyH<ZjVUnPbO}
zP4H0pfBar;yKCXPT!#JWFFBN41w>sJYnTZznsy}}6jC*GUp!IcTh%_7-cC;w-(IPH
zwOPrFj@=Ng&N&#j@u-urnMtSa!Fz!Yg7@C{TUsZkmPaPsjD7eoR($%7&*!YqpLwJA
z`OF^IZ1pc&wwV0*@#DeV@_PqY1}_g->Lr>wp=-_@8IznF0Xq{fY|oGX@$1*3w6n87
z3m1>|$<BWMgBi5>ZJKU$+lmz$ENpB^4-d6QY)<RFcH{HoM~|9LobUiG>Gc2e>TyPH
zZtsm75o_Z1N;Nh%t_WW*$Hp(W<_^!v_nTM9?QpOy`7*;Wc>`#JsQO};kcv5+b2~aj
z5)%`DJelnO;a2wgnK`rb_k3haJ3p`2YpT}FoY~J3`jWj}QaW$2w{&!fw0(0mT;@C5
zY-SBy;s;Ah2MGAI)jD)^oH=p*y7<3;|1xfDP<(Y|Wpmu#D$Tc7xRXy#Qr%JT(5dmd
zw}*$r`FXb7dt;MdUtce;6~3-#!2*RVD}&vWm24gC@=9M_xj5sDfr<(XJD<#j70dnS
z+Z7ZRo-FpczCM1vPtnWw@7EVAFeoV**{LbGxTL9g3W3tfk|ip0Y^%li<!mm@*t>6m
zn0{Q(lqpk~)?Z%{xY%Z~`^?)j43j~Fxs%oXA3ZwSE#++BJ*j26|NNwXe|}nB_xJX8
z&dJeXVrJf0_BQJ2S84M+&|0_~I|`MBgoQzk4xjmUdn3NLc69tZ$kNhr;>;D@L}O#)
ziSy>IGyHzq{C-Wdn(r(H3k!+$d%w*xlDee7|4&mx0|N^y>q5t7Hc)!qkZ_O*v|#Sa
zia-u7u0!A6-ZtH~Iq7JZ&F8#5pH698l)e&q^ytxr4T;WAzk(Jy>FDq%Dk^4NTGDB>
z>ALm%J<Xx3!x$Mrdt<Dvt$Qc7^2u7IJXy?q<Hn5zm7kxTQkj+oY8<Hf%~?@=kN>N|
z_V@e$?{iyJ^!b@@M0E7xn4LwZvR`?AV5r=2?c7{z&=f2O56_V|H#bjBoo$})HrJ|D
zKtiIU-|iR3)6>(BUtJyEyLGjT%hG1g=dtQaO1%5_?ORm#_Lh=?LBJI4aKA0Nx5HA>
z)43H}Kx?@qOfn{%IC)agi32pMd~s#4x?+m}BO~LZ7Z(?M+49TVi8yfx%E{@O<=$FS
z8Z9X)xv1vnC(x=+Cl1ALZ*QwNH8-~kIK8>QKOU3;I24Z@?G|^vyv)}%Dr%O1Q-}S(
zAI=rk)!pgm=XJJni+3?HvvDZ4RD3>b?z%bc?2&D`w_U2Lc76EpLE!v+`}3Rc&X^$~
zC?TOCWtKDJdHT0EH=~l@-rm0c$GhF{TLheJDn2-v<lTvQb9=l0;~jHtDuZ0y-Mddt
zR_9i1;o##FD=aMZnt9<uz{cX|eiNroRo%09@6lFn@fHE6Cr_S$Hp+9Eo11@pHaov7
z^YXIJD_24kTLf<2ys2bi5i!TUK8`~X<d%#J3mQB6`^C5C-4%NG?wyjVsw;=$kv)~4
zTfCMEg|CabxQpM#Wr?i&K_w-l&8FGc7S#Ry1!^uoI0!yNA@SChOi<DTHI+m}SRCdx
zJK9bPnr)VAkaUEj<n1ldx3{)BJ2*J(yS;JycK7S+VnM+U8aU_{*LT}r_xID3+xu#*
zLDeOwQCw-2oSWObI(+@2+}qn`7$kyb0t&vpi3F_`+g<jy$!n=oMux_kHETXy5f>G0
zU9n;Xll=6|%gYiEHnHv~c*q1=oc-a$2b)yTZntB-(#a<#C`zrLZ&k_#+DHGa5_EtA
zC~<=pI!#dFe0^>0;Z|;O0dev6wb9!_gN+^i{l`J;!JnOx-1GO_?Nj^g>;6cjpPzSh
zYxZ>k0f7Z)iVYJEFo5O}Snug8ExOd_yP>1wj8E;t)j=ykM?oxoIYod8v`=}`q)8K|
zOlg^{?yqENDcNwxB>UnbSB>ChJiorYOfHabtNZ&a@!}%aice2ClaiCSs<An7fVv}w
zhJiP~U0ogi@s#%Z1ILfEmz9-ubasNOSI}mT+TY(2zrVXHC9L&qThdW3lbjm{=luf$
zCK%nEZzf;&L(y-ZP3Qgk|FY_Sa}M;||C_Pg=jy6ZK~d4x_4|H#CC|9c$}RTb<KyEi
z;`Umt3SZwBx;hNBB3WwgwZDJ<7-U>f$honBu~*vs*t4^<6<Zp1@7{fE-~XS_=fAkS
zd%NTD=^Y)Pj)TgRrZ;zYhwnUmZ>hKVnYq^DpamujHue8vJRQ!>x96{~uLpHl4!7|h
zzPQ+(ks<Z;w4;aH`Ae_KOG$AlvVay*xwyDwd}$8IzQ515?ESso;N^ar>*rb&I{n=1
zJKGF&CV-%zAfvdr_>CJk67KFQwQ`@-)zuZG_pJE8ike!|jSY!E<tCq+s-1joO(baM
zVxC>?tn{Bd3LkH%`B@aRyNs6sG^IFWh6HH$ySRQFD2sl)9$&xEYpNFLEEv#&FlF~X
zjo0`0*UL}Wi*@RiG7VTAraMJ9IxJbC!T$drVSYIqhs(=+Ki<yYuerEKH)e-GWMt&e
zWBx8Kvt~312+o|S;`!p@V)mw{rhxr*wM&*Pd9eHaK4yjZ9pB&H7GE2+HE5pHo7>y@
z89+V9E9>Ls9UUDb_SIPK`}4`00W=F>n0ZNM?c57je|>%3UitYMXv#Ng`u<O+v?Deq
zv9|F@Hns6eFUq^S%gcx1!nWM#n7vh@m5(lN%Z*;LeEDL>X0~HiI+bc~yL)<C_V3?+
zNzvweQF(d!p6~anLHouT5*{Dx{qXgx>)BbRrmsM2$D3HWC(NDO%PFk3pzQ4}4lXXx
z8p@07<Lyh{-H{9n3+w3ZJ^JhGYe5N#j;gP(5+59BJaOVgLwh^Bm|jeWUhJ*~iHF-j
z>wF)+dzZJRR!vDu*FsQHP%uz&s(!p2Cnx8Mpru_qofVa;GCy!~fW-IySkeYcF6s&{
zAdq5I!vs1y!No=GFuVfh<Pe<5_~_B21wktp1g!*hkBZxa7wJT9V$qt)6&4l->ax#!
z`taeyfR!N`cXw@-T%>*XSik)GIntN<k9VCY@NrlXVpZ^<p~!G$(8?*6A|0O&`yF3)
zJlW4BWRn5o!XQuElQUF2C#Z0GPuDZecW_xU{nuu%Wy{~+nEqvX@K4*h)q?kzyR;=T
zIW6@|OH-@+_cPsN5{tUJI)~zhw6jv@GJH}Nf?D5i-sHTwx%v2=g;T6Rd&V|x-u&^;
z&*HVGD-Ztd|I;Tb__vvpW2%+3S&l<gloZ2*{r~^!Gd%eB_cy2>JtHY5c+tCa@lWAE
zM?=PiLGE|&XelT#fR-k#joNAwr>>-=wCK@cmKLw6pj!O<ySo!qIQLe4Wn%d9>MFMr
zN6!6yvgPmZneJGp?B17fVS(d{*xhC^F)<10>Fo0I@-A*}N#EYwtoZR^;knZFF*}?3
z?f*#}Jb3WKhYt;F*Xo{{uHP@F8<p_q$HyHdFN5ZNdd2tor>fV!eft7dhP=4HzkXio
zt8ZttrgDX^k2|_K{k%c(Gar-OTOv<SPjB~HdZ>j{c*>{9$VgD)*!_NA_k{}qJ9h3o
zc<q{)oSYoEvDYu3|G}{O+Z#zxryZ1(rfP?`fwt4nnG>)+&K9&a*t+~($f<jKtHsO8
z$^uq~NZ8d>>?=Kf?3mW?t$BB?njcjLrlqN=`OoV)aKORB((>Tp!^~%An;-x4^D}oz
zySchLyZ1C5$CMNmt<Y60)z#G%6%`6PI-t>HhqSb1=St&q{OkYysRZ>6uC5MmZ*FGR
z3R}}5XIu5)#>Ql}qo5W=kF+_TqM~9!d3pQZy|$}DRyN7mR=vnQx8&_#&`L-bH@8E#
zZ%cps_6<}jw(-mNUAc0l=5fV`2aKS}ksrT*AHH}|FfJ~xqoc#%N6gFD=?QNl-rwEb
zZkT)wl$i=jN?cmGL@%t1wa&S-L(t*iZ<ZIuzrJMhNE)%!)zyJY{8Q6(yQ{vwdieMI
z{o_-$!%Nnszp1_Ee*J_WXtTK2Qm2?08HR-a|NcrbSFZ@s3RxZIn?1K*&i2q0&EN}r
zDvK+sszB?!MYY3@yk5V*Z+`v1$b6euyRP03uKxb+XmtMGR;|!gpp`RMSBGEMsDE}w
z5;PzpYgN+F-_QT%?c0ZM-tgGl+kbg`JN$XNr|qlQ{dIpCPWV?|xxaR2eNlf$`U{PS
z@O3c<R|GBw#o83zXtC5&QyS;bmj_K#U0&`lp7Gy*jz!}<+iI=fVLOXbL9@N8s;>FA
zE@|o=UK2AfFXQx_)UtK!)*WSUL2V%K>3W<~y;MWArp_?U4%=6nl9JLf&$gP&b5e_n
z=c!#g>s3639v|<&F4??x?b>^#(Oa{YZanw&^z^Bpyr=10l%BtS{rZ5FA&cVo*Huo_
zjoTBkQr*rjj)jfwS*LROo!VbtE=n%93ghSJFZ}T#aj&7Os%mG})m1O=rcd=!T^F-+
z(VEM9tIHKVClwSI3;WNvyBhs}|G%&Ls?*ZX&wHu6`fRVXIjGRQ_Cv)}NY<)E0F*+f
z9Y1<BbM5m}Q?->86dc~yfqK(1I|>|M|9bfFq0`c!&akynow>KSbsD9f%2<2&)G4ns
zb1Z}3+v&#di?Oh@e0fLRa}wy77T2<}vU#QPHT!G-d^~RT`s0@`BAS|-R*x;JzpYsj
zv2oG4ufM;)U;lC6nZI%u%3`{VuidZv?ORb<`7);d#015k$Ff#{8h6^-+H-Gj+P+=f
zd%E7$UF!_LTiVCh{ahMUo>%+(+u6@QYd<cp`ueK!)$P62+Y8Feum9fn=E};+6`!7T
zUaPqBx>w#lu1D6|%-{Cvs?gw5@9yunzyChdbJCF;8<Rihr2qf-xAN599s8zEoqDXi
zab5D%+mlqiTlVhVd+zV{ZQI0xm-$@WS@-Vm|A+1JExo<H*Q!oU(NyM>vstlOPN_JV
z$!V#VgF^!-dU9`XlUi?{e=o*kl8Td))0cJgCr?&ZQc{{?&$Kn`s?hz~?{h6`er)jY
z@)C;Po+moL?$^o>pFdxo)!;M3z%lar*|WYi-)^QSou6l`WN8@*YEXlQ1r}9)ezvIe
z^);#2qV7yW0s;za)~s>aU-uW>at;cbbYn~A<Qw~HcL(hYUmv%~tyc<kxL?xSTU#I9
z*qE%OsOY#Ret#T~yj{#s=T}dks^;C_x7Kvt=JfMi>FMdIyYKEQ70$lCPLz|A^U;rw
zkCT3Wda7h)6$PsJA2;cJXZ^n_balzQ_it}+Z(X}~ZNSQqq$ejPR`vIqou6+n-YaDq
zwC(D~WcQ7km(?cDn4w{ocSqya)@=0<t*IQmyjN#8+}T?l{^Q3F4$ny~&CSgchDj|y
zem<Y?>g3ea(cLZl_*ieSP?MBtR)>4P+|!lLwF}=qf36-A8{4{i_39Z`rK>EezN`S@
z8AhpH8sY2a2pwPMJA2E!%df7kp4vTemT7j^Oyl&fxz^=fOO~i?OgzkXac6OQ>dzM!
z7k^$e|M%Z(Ya)#mJtu*x%80F5Q$2iqM5@2PySjs+_UqN~t;asTxTyT_@#Do)y1TlB
zZg0;Q@9gYMy1FV<$;8Cu{Kl(O8#27l^h&;NX6JV~+9f)*sP^|aQR}id0w85)XPGXF
z+?)o=32MHxL@XJ9K5UntVzp<_o+CYy#z!_LA3rit+5HHp#yH<Sb?Vd`+j65fzTK=?
z5*re~yUcfvWwBdJOACkRB$teg6&A(MdXAlczyJTbjpr6Rw@*30YWw!>Gi)k1-Pn}c
z4NflGas)44yy$i2?yl0yQvFub*m$KtdJ_^BL~Kgw?C9?oXXlr@vZE6;8TIhZ8=b0e
zZ#18sovqF%W1%o<^5moE=2{=^ku-MMnss%`TTls-Z2j`(%SUHs8Yf*^;(5xf{QbST
z>GGE^U;b<xmbG!?##7%;P16M(kfFdQZ>Q5IYps@cW`?4Tt?ksW&(F<WUH*TzS*{i+
zAqE6Y0J*@!!$Y8*PgZELd%xJVYuB8X264v6$4{I(b?NUXLNf)01++{jO`cpDcjWwB
z>+s03cXur3mezc~TP`Jj>DRk$tLJZ6p{lCNsjaQOFlc4V{{8jyp6&$g=au?zUdFU&
z9jK#F^%^u=cJJwO|M_C)&Yc4V{CWHTG1)U0EKqoQ?%piZ?2>Dx@9)`8oH=vlAA5Cm
z_nXtdy}kW9=Kbyb{h{BUKRG$M>haZQzu)f<zb0>%Gvk^OGdtfEi@aMx6IQIyQ1qO%
zB5dufbKIAgEKzy*<cUg%)>P1uAD?x?<1@S`sl>#_9{u_G`R6H?#m{;Q3JV3brh5JO
z@uTDU`T5y8`-`9Vff6Sub6i;97&X6uL-ELt!pBoSe|jW5^Uizosa~pWe6p*y_Bl4Q
zX+E7adGcqS{|}n^r#uZ_?ss<cpP!$fFRK0hP3rhI4Ni~1Bw5R%C7WVyPrfi`j?BfS
z-qUN6&z^sKd;3)N=&9P_Vk=j!tUUFkZhnUK@ng5rou8Bku6=*!$+W3cm)6X)E`6n9
zWMs5u+V7Xk=bPyLh+h(?<~b?j`ntLI-apt~{=Tc7U;b6^%Gljyr=FXstE>CZY_j=y
zseH|*O`BYndQF}3<ni|Vb*F=$otmnB>avr%x_aUFcXw@4i{96#q%66{qFjDyOW|X;
zy@tXwxj_-?)+@EtW|p6~_vMJP_xEfQ)6+ru9yAcO1yu4azH@eM(9*7RYD~LU%+8IB
zj1>Lhw9{f<gNuuchz48imE&6-o7pO-J+13n_|~tw?uviUnzd^`tE6VVvR>FLWvW&1
z*NG!=dtR)f=cEtczFn&f1nnB>-91@fO#!rg_?=bW-Cd#YzuEnIp$v+?n4LxQQeSmj
zPW4hvJ2PY9=Dz=bp4)rv1hoy4Xa1TIx-!W1{oV7=&(H5ZHB~#?x2<UZeXY<{OFk>T
z|MT;+mHw^yw$*BP?%V-&@f#Z(tsejQ{eHjcEEO?TM$Mcx{`2ib*R5LzN_5A1rC;}a
zeRg*Cp@Rn(dT@HYE8brAHfrwEqIj2e(cAr!XBvLH8F0+YVVZ8Vnu@1TUteF8{+i<K
zJ3BUls)+FQah20n3Oi(HXBU2b6?(YbrG2uxzt->RGiJ<4-?>p}f@$_Ojnm6~XD{2_
zH)Dpx(mP*XUjD2T{(k@B#f#4^KbM)AdFuY=LpAS(W-?hX3|<N9!c5f;cbcREYP6j^
z>6yH9^=j?7>bIsGiUPvIi?{YYd6EL!0?g3h*vxkD;>C*(-gf^lEt;+ZnuY-_+J0Dm
z%wy4_MO=H%HM8><e0=0O$F^E5{oI^`GmX;&*2P#d9JskTed64?YXj}f%))-w9_bKd
zy%+cY-`|BnE2s3`)%Wu8IkGZ%xq_z<8;?Z5gJ1b~b~J*vmrPOtZF&0k?OW98shYuT
zcXyXxk32t3H+sU{xxDV~?j<iSIKDTF-jcz{0BRzAs;io);@Q#HcP-L=f8F0HJH^Z1
z-&?!!&Gh)XMitK&S5^wIS-ZCMT4HKyD`;gIM`L{b-_Z1(d3SdmJa)|OwUNEO{nO1Q
zA0N5)rgCy}?x_E7$FRVEzMa+U^&u;TZf(t8UR>!YVs`Dvj|$L9LJU(5YHs=X<%`Sj
zZ*RLr7XPZ5svXXkzwhU=b4ASTd}lWInYG?c4+b5J!LT6p^t6KF;>*$7T)V}p?oXej
z0y;zM!^e-B0X*mD*&dFs|Jz#p{G8_fcuPymQ=cZQ`-`pE*Ay_{*>lpAzPGpbe7zQ3
zP*`{|;<@W26-6Z_COJ8|sOi?0mJ8F)&SE%If3LFy)Z04LCu?2s`I#?+!~1)Cw@wR;
zuK>l_jqUmI^PYNodY*cpn3%|V>)%rE=~KApG_8w{;qh(qn{U_q@9*!$Nk_X1ii@2=
z9rpEcwxFK%*VosNPmizTbddY&S$lBhGP|_URUw)mjxs64&)JrLU(Sgm_1mvIVtO$g
z3>!9Y)(&wheRW0i>Guf}1ooynJ3E)^b@%tPGb~xY{P3w$TIW41ch*~#zgx4W{P8i~
zwO>P5hxxvDoz>pXUQ=89`Hi!mAK#?OlNlL`pP#!b-L7@LBXQRwhK5^PvtP%soj7UD
zkeVlJnk;*}Nh4>?PItMiD=Q}6vubK?=9au`e|wS&r=z1|mAm(+FJD5=ZQM6;BG>No
z%f#g6`8_9XsQvw|=Kl1{%l+9G{IAV?@jbk%%4(U<%%%ee9HwXnvxTk>bG^H(bn5%{
z3l=CWeFJI&Y@1xQ;(X%Ptg8>+y<4|=PH!)-lvxgkqRYf{yJydqZV^bcfA6vj)D3pD
z4OzN-_wIAnGv->A2EBWhE&a;uyS#dS{(Gj}{Ti>u#J{$7+Hs5NI0OU;fJUNco9An7
zmfQbh@wAB(7jFDF*ScK6Gic(s$XfLu=k5O=0oB;o=i62<v$<OJ`K<ZW-EFLe@9)_@
zE%*2L-<!I3&z=&!-KDRmecHV)dCA)uOP4RtUaP-9;>t%3MU!u!B}S)o&a@p<^bDH!
zd0KRx|F00OpXX0>`|s~5&Ea0OVdFEuIj5)VuixJHXWDc3+87?o<Dyz2CyM*xLvGZX
znSM=QqVV3k);Uc2)8Epkr$n!;4(A6QHM=r+`Gm=ngBQHlPX_JVQ}HzVv1j%5i%(N6
z-@EL3QD^5L;$&0xg=4mPew&IXXsOb<XIwki#_yNgoPNHoxw)BB$)x|!u~qi<|7_ZL
zr9sOqD=I4!&&)8)xVlQTrndIsn>TCLfY!k*{W)2qO>&~LvNC9`V)XVr&=6k6y*-xT
zA(tKX|LgYoO7Tqn?X+aUmHH>3^N#BO*ERPyud5W|lJ<Vr4LZ(A>du?9*RE{~xNRH~
z*q7@WdaJMV*WQ~OlimM3xBstMRQt2Gp7B%g+tbtawLdF;eQ}Zb-@ktv@%#3CDtF*m
zcqLTke!RX`?(?}G;%W*ZkJiTRm6|zoX63uGmr5-M9v|=DSogOIbY$YG*E?_Dj@w@+
zTUS@dcKpMmU93y@&1Q92e0GzW|2!Mbg1@(P;`T_KpKlL3-iJ@dV!;;8x{3RCm&nP<
zd3btiUa?yp86B-`WhHfaneX9STeA(bujyD=StVUu<jU~mS#0j@ZMq?McfMb=YW9nl
zi}H8w@^p=glFGWiF7`=x&!42g=@V5v7q1L^cfVC&MeuUJiH|h8#QSr5rA$kvnWoft
z2fvHRzrSy-`87~GG&4FcFK<WT<2J|NHII+=+C2Y}`t;qqzSq~+Kfbv+U9B>Ho_)Ps
zJHLFJil+o<A!xt+`mJ;Jz1L3;GVe6{vS;;mMXi-LSh~ITq@JF}IAONk+L)b2_vfFQ
zs?B`jHjj3B^us%w?@KL;+M4C{d0o>wZiaK`&YgO%|84V$xBveBW}S65cD`}?IR*wM
zCZ-ZK`2+TU<+lXNZ(bd~{?YpV|FlYUUZq9&&$BsrYistzS+lxgcb7R%QURTdc;V}{
z_3`mP{~qZSt~&iH`rd{_XNCipm-~N}<9CkTRpR-+a$oUtKJY2VE5g^$`?RaKm-p4R
zwcLs<eDZcNPb|6)MI65-^6J{!)qmzqn6O}bPT=|cy;WZoS{#y+7Tuf8xjp}WSeo<s
z+CJUhg(tV|ig&K5*>lNfgT>1I`x#!yIw<Y`oVi9_>{W5a%S)<z?_WGW-`+haNJzzV
z(~Hl3At62vD_nNh{M=L|z9#$nx)=BMR`0Wq-Cfoyzy$6S6w3<;Fv!cxb0~sVOw4`z
zeQRL9mr9F6OiWCpd$eZwx;c{$y!hR`v*@YUVpHXSc$F8`i;DjKDorhs&Q(%Yo_at1
z%#6Sn5n0#PtSq?~za>Kuv_E>wb3HGnM{nQq*4Ni_C~hcw8)Z|=^j6;#wie)5NcPSz
zUrN?QZgxwzoj7sgsn%0xW*T$L_RkV<%C=Y8>e?-)`TXb6<@W3M|FdFHP*r8!UG`S1
zNT>Dcia_P3C!2n$HJGhjx$?%&;^iw3UDC3!h<ND?I<|H$curr|x=bW9`qk&J4-PVe
zI)Ujse|~=c+UEE)7u%va>(2Mh`c?b$!$aq%FH;Lo&3*FXH{WdI^uBvlMg2X~@7ujv
zY}f9@vG@0WkfUpU1SHEYn$*F`F*U<`noi)qj`G*n&Mqju^0cU^$VAUg#q&_Rd>w~_
zoTj#wl~iP8WYlW`rze?ZUk<X%J1h-y<Y?S}zfOAP%9U2h7q<D>nt;v+EO>cosm<y0
z^X>c3+yB3lQU2zNzir+BzvVKvRVL>@_4M$#xVpZ4t8r_Yue3?l6%HqkGqX&+-@E?V
zTmAjZHPeCz4jhUFA09Y@4i97ykdy0M6}nn#mv<Dev>8vsoi~YJUR;bi-6LZew0QB)
z?mvJ2e7F{!@5s>@x;pIX?3S2)HIl2t)?SKEdvv4|G_N`D`uVxm?I$OzGfxm+VScZ|
zIr(RYpz?z!PgoRLetmu2zB&E;tGnl}t&RTLw=Fng+qP|>`Ro<}4?n*!H?vc^*4EO^
zY`m9#S{jL3TU)!hyE}6<3ak5RykCE(ML@!)qF|z)6JsSus=K>8hoV8%myDR*WxD<|
zC#(B|cAzsfoSLe=*n7I3>#elHAbx|1_Y2n7{`wM__n_v(L3YrFn0uev`Q`PlTu$10
z$3J&#?*jG{C);<`FVNe`egQNH%`NLcT`x9ZW0EU}B4}UP+W9;8|NG_rQ~L3X7a3Fb
z<+_Ni-k~O;xQWFy>x#f6l};{EEr~sTetvzR5g1UjwC?Y(%4u7(ulvpH+!nSr>e24^
z`-I#1<;6TbJ(F&4%YF3uyuEl`U0u?jA0I1U{d=`~{gl$!*w~}X=hta{dvjA6)WiJu
z_xI5=GmTxl#dKX>Ut9Zm&F<vme5pcO^78T<6Am(gMh8HhQM><tiUZfhSU!CIT;0aj
zmUmW%!G6!Jese4q8ft%ka&q#~MrQUSA0Hn-`sU_l*R!)sTfLSFB_<|Ty|yWTH^(S?
zmx|}2?Ca}5!yBNX4H^5om^Bd_oxZ%h><$`r>eW<McAoh#dhcFQ?XVYj*_}a?Ff-T2
zPExtJ5owen_tug#Q)Hy1R+X!Lss8@1Q_3_;<Kxzxn?X7e8ysY8t3p&%RXgwQF7M9Y
z_tOnDSsD=;*}45*mA1buWb}*E-roM<t5;f}e&O}_dfh%bTP+Y?<}*|2)Ku-|M?hl{
zYkzO4`&*TmnyRYeDa6Oe2b!iy`uyyylA&RsjCGk0XywJD#r<|dS67FNPg3dBjoy~A
zCVx$*zPw$HMomr4lw@g9QPpkv_w|H?g^#WZUG3uG(GjpRMCy3hb(a>csap3tIl6^j
z@2&pcvVHq@q3n{9EjKnMw}VDGvahWX1RXL3id)agYNx(&Sqt6+%@)56SrOm}8mR+?
zoQ!3WOOL#LoQ1Wu_T*`K_xJ6+@$II-PhS^{`hPX4KUV}Uc5!lQ`ti8m{)l}2pNY?7
z<ZP=#EG#TIrh2KaS-aMCecaw7yGmb!6j>BLYPqqea`TTz-TE$ne|>FL@qE-SUw2}&
z?bmHvYWMH+i0xPL1TDu?GBXQPQBmpeoo&{ccXt=3=OmMT`?p-3Ic?gqBQi2FI%RKf
zsp`e-SnwwK-AV7y)?v}xasv0sp8^d=_|4Jild)6+4Mu<#x;}jRbm^M^kNfSj)*im_
z_xksliknz`99A5$DtR&CQ>tywjSWm|f4{H)AN~Bz4$!1^_4jv9OM^7)ed7LH{LT)_
zcZaTB3wyuomXLsAi-cv-l5=mvR)_g6S+ay9K0aR2Giai)fZ~(Lt);pCOM^NMlaEP+
zq$edUS`oE%)w$ZR_?)NWmp?o_Y&vPtnKNf<z8@60zAjey-@kuW-!~^8?*r`_r~>Jq
zxhZ;E&dm4K&P#(j8=2XkMcRLN1udg*ojiH+wXbW}uKjv$ie8Jr#*G^f9X{;*-Y|S+
z$f0A$+(3hW$#<LL9=xjBE1rg8d|mblyB*m)!-ystiSVdjNysn;hbtG7;{KK)*V
zxL(YPKmV_-jjr0h{QMNnV9>zxxm-&Ni;kzKr)S4rpYeOn{6BiD<n8Np;wqnt&b{xc
zZ&mgtV&8q%SLaV`N<IB)P5cBF6-&#=9lLkGwmH_=*!bvJuk_DrKQFq=zx?C#{GZ;5
z_Ys_mM=mY(p4#Ge{dwW5D=V$8>w7RQdTs2S!s%5jyhh!B-h*!aeGbR_WI+qYr+O{j
z{I=A~i_5Cy1?WJY9lLicTUkXtKjI2%R?oF6eemD`gT1|d&HumOkM5LSa&%Mb=_wP}
z?<#v6wV-r&+1ph%)9OF|O~}vhzq&dcw7mPp-QDJ^!q@Y;ySv}Gc@s2kS@HMlb;JC7
zHgnHbf@UQ^-BxAyK2X|w_~;Rnw6rwnEN&Yc&<zKde#*@;OlAvP6VWK98+G95QP#e`
zKG3`oXa`M83(J*Nq1+5#`hG0Uzu9f~`;BqV%}uOtZ*6U!JzM(Cn>P<0KW@&uyDRbf
zx>(SVq+_XB&JBU*=jR`<|NlFFOXg*^xVX3t8#gv?-fS#olF^{(+?MeD-CfZ9-@S?}
zlRdm9wal}vK6LKfxdneu^l#s8K55b<@V11yzrPAfN?KO0)}CdS+htk&40N96hK(Cf
zmfPFf+HS1>Uw7o#u}7dqM%wH5G#RCy0!?Vln>P=9{#n0V?~WZ7f4*Gyk9sZeKilZW
z#$@*+$B!?r|Njqk0L9$7vU~RIxv)0cT*j(|L)pFW%5Kma=R-@qryJD%Dgn7#R4W8D
zBPJs&8@RWs)Wyy1(e3>GN0)j}zpyFww9RYrC$)>#=ghS#EqHcDvPaUGt*)*Pbjah+
zPftNRK-R?U6#D%9ym?0Tu`2)9+P4=tGJ|4Zv3vhD$=8eB`=@+romuVn_Hn<xTTqY?
z=<rr4)2ss*FADnk`K<_E&ga%A(>Y~|NN?Z|u1)f;n$Z`&o}QxF3|i%<?AGHj*QzvN
znUCb!;+z$&ZEfIX!gqESgT{74R)v6$J1r<EaG0tUdSPE}HE3o>Q&Y1leW|&Ng9F2)
z$&(FBUIhI3_3O~JYhv%-z00_>!*JivXVNm(WoH&xX6*a-D;pGS9NgT^yLVfI&a&{F
zbnHb-)=$~j_x4sRtE#$M#`*dAfhMtfrA!SfJ|w89s)BkxuD9}?lNF8BJvoGVYH|;*
zi`m(fb#>LktgEX)(`4V?-|u(r7E`pcidr0#m8HeR%>3}xt1dxhH_-9#mzViEUtJYi
z_~%DqMD%~-MIZa^|8*oDZhN?P`#q=KWp6<Z8J*Z&paY#lZ<PxL9y~kWUcQ-~zfHx{
zqU=q?#Pp@xOx8wi1<i{cI(&Fz`TMxycIPP2Y$CUqPD6ixzmb=yprEMF%K7X|l8$!m
zD16LjV{1Ec!i0ti69m>iRr8(I($mAEqOQI;XsH(iND#E$?Bk=OrwkU(oH-LT)F~(_
z*?Dz!I5Ptqk3_?pH#t6YECid``SmWv8ZWw(^YBnB!xKea@2F3X)AWsvg=d@PHmP`K
zTw2n(^Dt<Vd+IN>h*!(>e@5=F+xuxp#9H6kW}vAJiJR&7_towwe=pa@FTZZ%zy1IJ
z=G)Z$k%-=wV;J|rW$B4VW_HkmYL7`vdSYBte15qVojQ5);Dv?GQ`5G)O8%SKv0{t%
zSAPed!ne0f@9Zk|el2_b!i9jG+uMA9)&~U%F;w#Wxg%wo#WK~ab;%MH7gtx&`~xnk
zM?lL(zPt>cV^=E$I<Jdifm17&YE^~Twwq@2JB8IjGaVJb-)_ISqc9m%OeiZe@BjNv
z8Z>9CqNWBKO>=Pp9jE_{Z+gdzrAJwgFueLHQ`FDC?%CV7z182}DQatTgSPn8{k2-N
zX3c|#4;KcWJ9doi-Me>D$7|G;-bQW70G-*c^?$kw=l%NsdoNnek6sjXPxt(rpr9bo
z6-G}gWA859UitZ1#Ll9nl1j=-T9z{!BovgDnHjdkeOZz2dG^GKhTdLYBO{}P?CjNB
z<*KWzm+C2<n(wu=NyW3Etjz82udkphSV~@8ICv*fRJ$)G*$%YMc5T$w4b|WCK<!)5
z9_6qwu{(F~3d+dzfZE@-RbLFsXSlfN+o~zB6%-UOFswCxuqr(-Y<giq!GX=`=eJy&
zJagvCDVLv}n`;f)npjg?`*oVKmhQE+(bJ!AJ#xgw*d<Boe$D6JPt~6H{JpQOi?!a8
zeckVQ(L8abQzuRwczSyJ#eKEEZFJ*K82C8wEXb=`n%6b;_Se_fA3l4=CM_+!G^ec0
z?A@K6i$5+qbL!NgySvK+Hzv8xy$$N@Pdsi5nf%{g^RsC0=dTm;d>nW{ZQ3dN@p2zO
zeyp4(YhNeR*w}dLKQlA4Vv9pf%^tVliNflB3hL_ai{EtD)YdYd$j_*+uYdfOLGtK|
zz{Lj1$9Rg{9j!k6iO`!Tefnr|^394moy$9mpI=xVuK#pbFIOLDN8_%tw_QuUrz@G7
zhDvsopPy&Dqu^oFv7YN|qql=LVLv-FbMeH6Gc%3ZQ%_BCT<$lwB+vQon^X7igO;!y
z-J%{6p{J*3qc7I;{CLsFJ79~BeNMi4BWB-+84V0S9=6Maj%tLTiVxa`$?)M`_4|W2
zZ%QT~?>oAy^tFJT+`2O@cD27sSXfvxdf4;x^ZP-`^#8y2|3OFOY{|bb$Id5npi5NS
zpz>476z%YHGP^y%%SZ%gG%(DttKDUEWx0yyjSY#+W;r()7+&1nZ9Zr2+`yehsYi|;
z1y8f9&#z&Mj*c#QcSrK_a{usO^(#O<rES}`fzGY_a9V#qXl<2o`ne;!-|x%*R12E7
zRNAEC<G>KJtK{T@qJRJXNloT^Wt?z;fk(n%fkvVr2u!umDrR^1vgyUm&C7Q>E7(@l
z>4=~2efntU#vB{_kRZ>d%kQFkjvR3Tb>KKTIp37HxwyEbG*;{lE5W|}1!U+<9$^6`
z5HOMiEfEFjF!FH#Em7?_kpfz4Bq%62@uUHxB1nzW<U}TH>u5#|8eCx{;^5@O1ZoY6
zi;IKSQ@p*s{rJhr>RYGzdU`sx^T|GV^M<Fqyxhgz{qecE)@pq-K=FNIQ^aiRhUu<J
zNlJ$f9Re-1?vb~byLt2G4BKk6Lx&H8>eDN0B7-$&&zjY>VS~YrUArE=UccWhDoSdZ
z@9Z|vMJGQ#KHjkHSt7V(xzrhci0#*#&F3Gyc+s)gy?;^6&LW0}@_Uu+b#-;16HBhG
zi(Nfsu1Thlk&zK-=b_hBEk*_>CnwMy97nswlOG&tOuNYrPIkq~!aB^dRwW#u<0U5X
zGpq<$$P~3Lr}M^*h$YLHYp-7)zh7>yb$Qq%euj+8%Xt6%`2$))HTjq?IM;g4XpngE
z^78V6f`SvDcP(D547xGz@^XJ>2GB~p=<Rum78Vx%H!oZWP*GJCtzHAt<T9;`v!gNV
z>Z;bo?)^?23-?T$I<+<Vcpu}0-?a<}zP`TB$Z+r8y~<Y~zI{8kxBB~psZ&#%IyynY
zsKYNTz|1ReCnK&G<M99AU(kYRP}K;!ET~u7oPj}7Qc~*wt(!NWt~`A2Ufg0HQ058D
zJj`;$!MTm+;Ej#R8;hQLU0E9~&dA8PqvWN~u^vfghJvCZCWfUmuU%g5|M|+qnKM@g
zwt*~LvE`vg1S{w`cktjv@iU&7n3#a=d9k2XM+~6DQy$D;7XE5k#Ln3Lb+UPRc^fuv
zytsRA;9@t>=_il3&a<svlzx8Ru^YUga5g${YN|HK_TKAqb~PExGQ9XapS-)`z$zvs
z)iv8Z{}E`eGCM9V4m2(uwl->M;I^{2w?HTVuZ!Ki<=WI4GdkRQr4$tv866!Rk4l+?
zd?qTh{(4uR?}n~~udl9l^!FcM5xCeS?)|N;+DXaDQ~O>rY)C&Z2ihBQcXzpY=?rk#
zi#7Xh-~n9@<}<^95!5%>z1zC(@7Hk9kn#Gx-=sj7|MYG`6z6@ghTn33cLxWCU*Fzl
z&y!UE`Dhb^j{{H0${<zH@h88&y!7z)cHWwG6;!T+PNvbC`mA}$sj1q^dU|}Iri<Or
zC&D*w-C9)q{M-z?+Nynj?LmRu;bo+zz_u!Guhq8P+i3-r_4WUmrh?MAk`^y`p?^n5
zhff=5;h~_Q;9x0FyUt%+?BK#OVQT6-j}uOi@_W&v&-ec`?Jj3NdGc9biw+B<<kynx
zmuH@Bc5=VGMZ&#^6G<?&8w-^u%;USVidDuY<6Q>A3_)RLlYG7}FBoO4Se`tYVXXuT
zWKcMr_>p&)sq8J&y-IctZsvFQSc8Jj$cjcXWEZnLfZ|p4!mFzdDvbGiS#R8A3=1nV
zUSm~yMpkmB<opH!P%ZQE=n)24Yo>Sa8YT-1h#aX?U}=B^s^snW`<ajTojkk#%ArFu
z8Uz?1HC0NEcGwAjTP5ZHmAX1SJE}teEez^~>gX3J`n<aSFLy!7pXXnnoqbyWQ)J1N
zWJu+8Ojusu{NSm(f4CTIY#8e6)fA3E7KQd`sIh(c#1yst-0q&g4jhnb@I=Hsd-kxk
zOjX}l)@(iV?ZP6~f^TbV)H$X`LFFyJy<^S0cjopVFI^p<f8Q@CUOws~)(&-tyARKU
z=j<j~OKK~pYJEE2$h@q#TZao8@Vma0B>b)V`LbQ*rQY#6g{5*Z@%TDMIeWH6i@r?f
z=4KWWe!3|{%MerpFPa|j#`fV!=g!3%caxGDj`cQ5nS#}9+T6I<-B(yVQU)9}Uy7=K
zh3xxK`?s{%J*evLUhbUR%XWXR%=`DRVYl_{#HmS9$J{|}j;hWcdHy+8s{iYLnFOq#
zSNT}8_u9It=??END*xX!N#%UkIhG|?9)Vp|RVi!F=QEe9=HE`6pLhH1XIU@0q^ZW%
z(ZOJ2%d0Ifre=Py>f4%%$4cFhz>M>oIn!ajox|a_1Iy<#F|#pvPv4~9u`+h2()rhk
z9-p<hZZOz+-!CcY<55?!Zg61jowM%;(~b(kh&>V;HZrpDGF`gVFjf1kY~;&LNvscE
zaFo1E`eDT@ed_fF$*`4BOYHXl<MNrW_x*ps_n#lWvc^^O&al3|X5myVrxRz_->YCQ
zC^D+Cm6l$R8LXzTR0QIYohc~{wZEAT9z4J<pP?shCF0@1;5Wy>J7ej&{QZpS=S0^0
zoEjA|<4%dT`tcuy6I~&xMt{1${nX#GI#DbU`wbSPAMbORs#U|4q-AK>(9V8gUF^Z@
zyxh$1?z5kpXIdANauM8ex_J8Whs1<qJPD6n7WmEGb9(KXhJ(#d>lD7fpKZ7Al8U;!
z-MPEFPy4RoTIDHh*_dLyCJ2&j_R3tk{B&7(uQc=f{p)w%X<&2+6Wfq8^Q4pZR6ZGo
zfB$wDoL$ebQ@E<YKzKq>2PE)hj`dB|uMpRtHoxRW&_bpU&t?}H>nQq&#jV_2V;Qh^
z)}5JqHXJ(i#HH=|$`D8+Zrb|;j1P9dZ}6Pl5ViG_zI~2F!Mizo<Rs(M)HdYF3W%zn
z&xwmjOmxW7D)_nSqLcDz(Bk`!4xQVR)gAWNIc!cl&>`5iR#=Yj$4|!MXCm1dORrs9
zd*E<;Yku9*Yinly(Vv|-RSTR)PHd|EV_5Kam(8oG`<8|8^qgd)^8VM?17~L+m5$F8
z5mxqBd+|PgOVyn_Pby<(G)#eNDtddHz2?8IK`K|k=Cp&?-d=Y1ixAV(nRml$H9LR9
zjT?*X{|0b#Co=_|f|OXNzx*(~uz!C|<F9wSS>x}Y<$ZCHd4@UviF0OkHA}Caw?DnO
zXYb!_g|E1|na|B<&%0~nSDW$?98VKdrHtM7X~b^f2oU`=DfNcI&gReO=DP8&4e9P=
zjM~bi6>8*Ho0#}%e><P#a=T3x5Kn!2b5FNiVZN1U#nY*Wt_w?Xv9N72-nDVbGN#|(
znfF#nu0MBbDr0=S*<meLs4bOWJm&cr*vLrO?a3(hob*Q|<+Rv?SD}kr!dI=0;k<E+
z>Hn|kg|AcXCj_;EBQ<gwzdg&ldsD6Z#kai-%?k{4m}zvt-(Ga@x=VU$Y#lu;F)=;S
z`4JKmrm!qoD!DywlLy3QMQ`qCmP^gIi=CHxTVl?fhI@M(e|~;??sAAl`gx|4Cyz=0
z)!M$nKtY}T$Jg-3*L}s>IXxKvd^|1>>ZLz?{J0r3{B{4nJm^|nH@7yool~ZWfX+xi
zckWz4c{ymK@Vh%Zlb5aN?C6LS;+H?=yZ+V|#x@?qyt~frOy+qEv&|&8-@Bxu#-<U@
z_u|IIAEnn<u};xHpBAySW$RAnib&9M3l2`s#?`B}K|ASp?A-bAdVKv+@%Wm?BS&07
zdq5Z_5NKj5sw*j7diD4FQ%f~5oe975B!d6``n2YD@pGoTyCk>2yX3%;aFpx8+U*S1
z){n32dpdl6=HuYS8OJM~@$%AA&}|8z=ERkCvC<5n>w;6#)01y*N(Egq6%!K!n$t;1
zNdeukGxeXjO{|9phmw-ghKi3#JTev+=InNKaY>oEEqC(onlrQ6L)J#w+?KEk$?Gb8
z$n@ZOxXo>im3=Z3+l}@5o`q*6CLU0q&)`2_%zu)zSTkow<E4MsHBVi>9Q^nzm#CJ*
z(jd@kc7_dgf2&H~-HG(HV^{zg$~ipCG#iv=M6Z5+{)yEq?U}v(&j0IQe?O#m`tNRm
zPd#^<*=GLMn4<IjJu@>q)7x7o|BFq}yW22Pxlz8JW#7+bKeh!69X-NeXZQci%|Mx`
zEfehXKYsjlSxal<j0On}8ylJ6<$kXJ|NS+r`%|%F_wL6Z9v+@yU9RWWBf-ed&JNnb
zvOVvvQ$az&ysysA&Y;7Wja~d)QdFEy$X0Y$ZH&LNWPyQk)asCiy?^cP%gS!mZ{N;7
zXKty!b*+?yjl_mclhR+PJ(e)_n)kKlU(I9ly{FFJlY4R9Kkw1ktKkjJ&L4AEtDHQ=
zbZyPV-_IqILyTgXn4T~)^U0+!1syVEGz1+aVOaRc1+?jEws}4qgU6(n!pFxF4}mTv
zetmsCGsB*}dq1yvk1{;8jC)Rp7n@>3`uVQ+N%t=lIf>YmX>0#<dVjS0r}$(BcJ>2T
zP5-kjG&tRJ^}ioS<&TSv%ulTrFYXP_&-`{;|G*^GqM!$lga6!?wuz8S%zhg+&))g%
z4MqO$m^o+HGyF9E`f7C%)2ENekM7nr(pFPoeen8q_cYz;MbX>y3W|#lPt%PCC7X~H
z0gQ*+`NQ1~Z@PRb@8Z3Catxqzi&<JaN}_j*{rKelGq2!X_y6Vo+~M=ru1yqw;pf-T
z-u}<1E$+?!AG@bc4dkB~=_&N#@Apr#59|Iu;a;{vquBlHr(Na#a&K29yZ@}1<#cwI
zgG<XD$+?^ziAhNfRbLy}c)RMO6BCP?X3UM<w9nduSy+I1ZPZq-W_JE#^7Vff+B^iE
zItkh~a?xFWA?Vn$ANLpESstY)Vq|R0=%DHBGUfQ4ouAg6m$hbcbY$Isq5fle^zBEv
zdVx_ZLyF{^*68eX-rU=3V<aGYr$f-8YL|^;LZR8-s*4vEI$U3O;N;|@&GMIYb$#V_
z{rG&|ck|v21`jr$fAXx)##~iQSb+KLOk;LON5{%p;d}r6dL6MTg>%xRNmDLvyyCmD
zXm{OTt2=k@@KpUW%(|knV~@e%jPvtsFK$jhuk?mdFj7ac;pF5-e|y$@)%-IIn>(AA
z2Csag=6rrWvu*V$f2Vsjm+u7bjWNq(nWoP!rq5QydnZX~;zWm|T}7Ad)B7^F|J`(R
zhv1156Yf7>CLpDy{&k05aXoA;06Tw_3)7~er(SDfb_PA(+RiUOOLNvFP!<K<5MXY;
z-DZ7yYN{hg<MZ?LL94zr;`iA+di?nF6zjS_7EH{{ytl6PNE!=>h=e?u(fLAk!er(i
zIo>mKIDO`D^hl@QvOXA65f=98XmOa>g~jX}>TECU+`MyfmF1ni+V-t4?%cFFyC5g$
zNuAC8I_^Ku?LQr0UJ~om^Cx7{jyAWtiOtLcLQ3ii|G(ESySYs6Rvv@8n%bhk#cpX`
zD^eclnlb<U`BPC-le7NM$M$2dwZqmlOr0t!^=Ex-%Jp@zg3{96SFVIC1#L<%czB4l
z<o&(7OALi4ww^x4^y?ezzTbQ^Y@_R#4n2ANG$~j2{?Y!PDYL)i+|PU05y$s_pEm!h
z50CqwRiEdVQZfJE)oFPCTRfY29>eZ3(fa3~#amlXa(X1P?OiaPNmzgxbSDnzV%N{l
z&VIZa9-nw_j%CH$t=B=P`SVB^Fo<e}Fff2N$@lg3aq#mW|9-!|A9Uej_4jui92^e!
z_tl==E$otFX=L<-`&#JghN;?(iHFa~3W`qa?XBUvy`6nm31iuNvvQYdZ=cV9`q(sk
z+8v%#F<Rl%gpXSmS1eq8`qkA>lkI}P7jkhkuZw5bi!*s!b}|K2zUk=jxcA9`_AG)f
zOAB1=_VChDZ_wcoY3Jvyow7P+r_rNFj{+9E@z#7gsXoK5)(W(1bFOuH(HCu{Nwzf_
z@oV1QROWZQwYYt!@}fnXwoY|7$i6F8@wYVLe_gSA%FMj`(<Z+)zqg_1;^8)4=DOd!
z7FAd7OpI7IL!vT(N7wg4cj)G{Pm?z`v-|FjHIn?ssM+w~LBf$^$DT!>yMKTFWImyZ
zW#)MdvQ`Y?>ra)Rnr&uU?vkQYR#s#`;d(r~Rq3SJ$)eBKT-0Cu|F?Z*#nqj~x{G%v
zy08T7-StPLWxlKL{{MV)EEMfo4Yw9OZTR)|DND;*cP|w?Mnxr~sov8Yo}F!s-rm5>
zUU4v3=;rOyi`h)`c=mjgDtOYdQ+bn2_O%oC_J0`utiQSG=E{&yHY(ZIPRKrfDQ{?4
z^!(2WkIy;rclleqR6xCmWd*;!*q`O%lb@#kb<w1g7X$O6#6?uh<1Op%+!364|Lp8f
zGUl<nqv9qXuKWAMPN7?Twzbe{#g;h@e_qFbS`qS0KupcPb!XvWo7>Bij<U3Ltl07Q
z*XlpVubk$#DB)NUcJ_{7V4-#}TSxCy;j`b~HXd;)c2BW$I&rdH<>cbMkxrLa-#Im%
zeOKvZ_a~=L8kU<(dw7KNLBG9^{jboxSI@d@xPp{GeIhNt+uNCQZ!_^qosgZpch4DF
z!I@o~jW^^<KX|UbpWSbsNx93jja6Ikn5TWqIdJ*%or@XfB`a#S*S?P{c2AN_N_vu3
zv^ILSep{DlV|ZL5Q;-wbP`%Y*C*Ll=y=9`XptyLkyUVh$Z8{s0+wWZ5nH#-RGcL2}
zG24gt^~`s7&#u$B-js1qW<_-PJDK=fw)J}T<$M2bvte0pxl!Ju6YOt`GxK!$jip3Y
z@BcLox6U%!U-YzLuJzMO^;=sQ&&@S1cUh*`@+alsDXt&?s*Bwh&sRCQG4BpX%<i;z
z8E3N3%T+GuiQ9WdwsTIy92-skSU**8_c2+BX@-I0zSq`8DjPB;+C-a8&CARC)N^Ux
zyrRw1xW&)N27c`BWHig2)V@PE{@$I7Pu7>`S86<E<vt_ZS$Xsb!`7^m%^EYJBWC=W
zd+Op7FL1x{*rdtI>ay`Qj6SniYCiYcoKY8KsHiwmK0P+}smhb{_Ge`SKkh8!t$1&{
zAl<+6$?EBi-Q9nV6y3AgDH)VGWgcJ74TW;M?JWnHvaU?{eRiW{Sm)vWJuWWCCQM~@
zacAC~cJl3s<9%Cu>>s2=+Soo-S>hwPAXNLor_^Hilp3cK#o0G*otoc1{p5v(2kzH1
zM{l2HE%f=u9?6P7H(qSM!p*p3sc4d`XOjH{p)O7i!N9<!%b8<$otQjxZJcg=jo`~i
zZ*}{(rDSWXD~7M1Wv%o$YFCI{(~slwjOFFU?!gAVQjCg<OSc<W`S4s=(rNQ+ilA;Z
zTgWOFo2rnGsfQ0e*;!&_+$$wKQ(Ra;Y0;vJ4-6UC`8v9px8-bnGqLVOQOK$<=O?UR
z8_m3O<+I-75kbL?g33?$&gAb&e3!wM{vx3A$}aEeXJk7w@9tE7Uv7BjuVMDIKP)PG
z>jbphTN%&KJ6SwApc8Z&!io*+;@P9NO>sB9wVA!6!=T*di_yv;)*IXX^Y&d|HT6$j
z)l5!C9x0XcEdTG8KkHle;a**|oL%KTn_~B*sO;;fo^PlwUmP}j2FH=(r<)hPy%*cT
zC1o<<Jp1g#sT!cxKiA_&u9fc^c9%c3@9CAEZLL%#`SaH)f2T{ApQ<aG=g+cUbSQd@
z$GnQddp4C<)=!_hSoy;8ejBN4mzO{5J64jE^kn%?w|P3Bmd}4;$+~zk_soWfNXGU1
zPO&U$0reU~0`~u9Gs#xtUtj&hAYgglPUS_@Z)&eU;qN48H$`20Px0|Pf}(e>u0F6L
z@KbB`^K;Momc3}>W6iri&Amm7S1*3r{?k2o{=E8_Y`I?2fZ@djMvLlg6E3f5X+7!u
zF)dx%)XqpARP?YG{@8Hm&8j5VpM5b`S3T?N@M@Z6`cz$Ud)`UU6ML(l^_?hiVqj)x
z^7A`zX6CcLV-|n@K0W_)j^(qyBPL;MCd~gMvGe}9S67RKj1n6DH1JP|UM&_8G2>42
z-|hE%q~vGvg9ZYebMI<>|IEQL;eCYk&Xr74i?(K;_VmbF^~bLI!+|@3l4<{HDkmNN
z`T1$&eebTs!wt;rPi}uxohk4sxl1qhiOQvpXJ;qRuL)VJ<==dHL!#pB#MYJ*i;sa4
zJt&$_2pAfEx_j{3+ouzgPE9i{cL@=?x>h@WVeCGg{nzE}Ov+t;#qMO<^M7AW_wHo(
zV)x{j{C%3|AH-d1e_~r1<hQBk&L1tyNIBc`4-e|&vTujgRdWX(IQ8aj<AnfA#U(<G
zpd3(_c6L&`=-a!|a+=5P-Mb?g=qV<kU>~@nz;WLS{VP0qY6>lLDyC?&*L?2Xx!BMy
zI=b@zG(FaNHiqRUN7H{6{ruQ6(f#A^m+F<LX8X<kSGhJfdMCe!mzSbeh`&d~gEy@@
zf}n7UZDH8=N2ubx?Sp3iCxL}))}ECWoyz9uc;MXJ12c_3iOx}tWBC7L@tp<r2bm5W
zJ$mP&NdLj+r~BAfhtIa2^l0K--Ze3tUtTcYxFNCjmb(9wJ<ICr&t}awpZ<B5lj-5C
zi%##9zy5yj);;+QXzXL6nWg1{-S3$mA7_rQ=k=M*<}qpK;zgHKR9y1jO`pQz;&#gU
zYgCu_^e0PdJ|tAWxHf53l<7`kXV14ia^mXtlMISJufDqaDSJ6HTgJY3FEscSB37_G
zxf;$mwd=2g7Y8V5=~sR8$tyBV@4M6eX>tD<S;47czOzpiXUkZtl?$CaV^Z!?RCI6u
z{yRD8ze<YTga5SgPENnn-EUs5a!g#9Ib=PbNoLZOtmkJZf4-D;^^;!q?J&8+kAHq<
z3X9sd=8nxoPLIw5EG-=x+tvM_oO@>fpJz>^^7%JDDSl^XGe>V@Xy-dAyZEfF<-IpI
z5B&REbXhw+{qwO&r#Gh`oicy#H>n4YgFjg<PETWceT^|N(5-e?^`|9s^q;@0nHPO~
z+o#JDh1IzNckYts*!u<4J6w5pzyAGg)+HWtMccE(i``vRxc}FGduP4x*ydj5AMaIE
zHgXDX%+@}dJ<Tet?`m7yf+@F@!#Y3hTf5CFbnD8Divrb0<U&`6E;L)YH#0du>8OWG
z(LMWhZ7nM2D$Z4&D?a!B_s<^+me0@WPMZ9@>Rq-8Q{CTCy+60NPF|gBdgRE7&V>K}
z8ustEs`hYqYLXG#nwQ&r^zPlKSycy_-fnR-J37lW=>DRDUstcJY*@cOg?HI<H(pK2
zO&Yx3>)HM0Z!4IkXeq>|;NsHo$07RygGFUfnxVyoqoRTgJ4^qZ)(@I<Z=>>r85#Hc
z=g;B!@<Q=*{=VPm_R0TNb?asN_IC2K#NXd;K4AXxO4afHot<V8F{%?MUV5{@iS_8T
znjZmnuII()FMsw<&zVz~&w*iHlLaHlrvHDGGxf^fo#5XVwe`w9!N6a$%%^`jaCP<5
zb6anAehC9rr}k;*LTVD`nr_RPC?~ks{q%v|8w{jt1nlis9-L`&)AH7Vd;4_N6}aZt
z>BQ-@YwfL0|7X$6cw=YqvL&;RUKiJhp2pZAoWS7ZvhMAJgXwz}x978Kg@shRyUgU~
zn4rB^RJ$SX?vkmi*8cr#{^6qgfd!6}_?{`eyUV<*Y-;|)|9|-<j94Oe1hk#h*0YFU
z`(}Cg==)8nMNQW>E?#un&E<r}#Gs`{^>Yp?$lqJ!ulm|y4imG0Qc-O5b|zkFuf~_x
z);fHAl=Z&jgh^v#(Busn6QAr>QNR5zSyk2Z)zta(w=5}Bc)y?j&Mwu>On2|925Uu|
zC0tUGuGygG+fej$&SD8$qo9Abt=!t%o;*BUv}$7D$I7hK)2B|aJDM5M&Tk!V+sB;*
z@>%BBEKQ5`fzDZWH8of62~MoMwRLi4{^w^WL+7t;njl}#Quc-+?JQH#lMQE&Z#b|i
z^}w5(lO)47E!m@6p2z95%xB}lH*RzJUR?LLa*y4=?!%+9l8=kd{NLdCvGQQkGE=4t
zFQ14UdBkueV~TM0B^_TD1<*8)>g+kog(iB>vJQWzusuh!@&ex#uPG;VWUajt43gOl
z3Ko3&%Bk+hAYZSu(^r%A0N;aCqMfX_woMgTbLC!rd|u!AnaR!kch=74IXv6)GF$iU
zlTEA*%a_-D5}6cKb8m5b%H~;z5*YYonbyS`e{P<trMkS(=kO&HUls+>$@E@RG#b@>
zXC*v4GZS>mUA4E%l2H498sR#3cYDk2oj(1RwbG_@)$bWEFZ0a0@cX^Cc*~L{aiZF4
zqWAa?Wz<|t%{(<l+&yB?r>-7vN&9<j?M^>GGr!-XEPrEKX8tx2Nln|L&rbq#PA>IU
zeNi3xu`)}um(4uS<a6`O5+R=an@P`vPfpBGVz4ZKCj&YNEP8w1!tnKR8X+qLtjgYW
zm}Xy7I4O6u++|6v+u|>;WUNGfysuY{SMV0wTJE}}XP)iTMHP=+K>Hs#osRWR?kqA+
zXS%sLdjC8pHGj6c-@bgcTp}L-4G*_5F84brP<fP<ojLuShjq$Y%c>Bme2qDEqJoNy
zt}~66*&n|yUh&pc`_hJQZy4olH$6D{gu_IzK}0i%McJ+A0BC8^iwlZ-{{Q=ZV{5i}
z)YdFkdwYA(xd^+<--lJtc6qX5(j*nzr>obe)E&IBvCHqDY7s~6Z!ZQRF*VuMYdD?y
zWSQ;$hOB#XzruN^ZPd#ro}KG|eV@*As^`jD?knqb4W~SctCw976*~Lqi-{8*_SMX+
z|8%D0%Ze$<UtXvGE9PaJc{l0X^i^^CxmzmUE{~kW;SjVsW~UJ-#5Sj&2Q37?@cJug
zH+10oINK@O;e4PA_10zYwCL%W^7Y5YJ8x$jvCgoQl`wRAD=T>O+<``+h8|gM^}1;l
zpIm}Oyr)fBaMw{q&1+la#w4Tf%Enf*0zyhJZQ1#?_6W}P^K%Sa%cK_*P*EuD<;V8y
zJo~Nf=6eGUvji{q;_u&n-|YWRw&ohH|38nPQ4d?EqnWaX`J&EQRs{wDdHMcUZgJ28
z@WZP@S3h|7t`9V(RP^-Jk5{YL2ka`z1TD9In=3T&mYmImnCGI}DxN#j{kN98q*Ob%
zpYptaJ)SwfF7w~#{r}}|><;g`y*V|wrh1x`ZPc<k=jUce8LwNQz!{cfG-E??x~KPS
zv$Jg7w@>uR9@tsjwJhGYO6BOkXCm{LUt7?aa%k4vwx{p(4#!J0WK2tA5?Fk(<Lm3|
zi=(&aefawI=<fIXx=&Bnf4uwszQaem#X)y;=)~`nNk2c&wO7g%bPD^5y{Sq;m)Az0
zKlb+Dx7i^}g?4rcDnIG^yZL;BVX{yCy@|>Pp3i4K-0r<<V)Ko?(T`RJE>_ukN+fbK
zQ!~5w<>jlxMehZyi*cB)SM=N7F!15gTot1rrA@!SibfaRG?HAE=l8KP%d*&O*PNrJ
z3fASPI%PBa)R-nrm>>X3f4b4zTtY%bnwpzICo;UbyIb73ozL}P6YG4tYv<4NgC^c@
zZce{?+dy#T>r1LTw|+Zse_)xf!{cM1!t$S6-;{);Cms*l<>UVSIO5{DS1VTP$0P3O
z_vcdh<xXs^>y`TCZ|FYXPN?J0pUu2xVlp~^8^YIaI{1jI`cK5Je|vwg+aeg|;nH%(
zSSR}0CsQ6a&#A_{mrsb}zq6lT#v<V-yZY4(C5D++rCNXf{skTA^YBnBH)#EXR_LlJ
z4<En2zP^8E)VqtmF4KPh&exo^x19gRHs5to9Whr|1QuPjtJ$$-!MQUxHWnG0S8sFP
zy8Pb*<_DirXKv5Pd%SB;rRrxRn>%d0lUIdJz5V^+LoWRs=KcTmmLK9;7B6eBCmFEJ
z$L@U3K?U8K?{AGicbaCOx~_S7gNdgw<B6@=*A2?w#emLRu@bhrK1C-|=<cr4&4<r*
zoLKngzWz(ro0~kNr+s>Q^`79wT_sj0W2Fq8vYd^qxGYLMUb+7J9lsz<_xC$P;p}T3
z|2qmF>+C;mm%<?+t<Bi;=-2n@e-`flzwO{7uCAUb^R}<wyX?lK;N@P@PYyV|zP2*d
z+vwIAzr&wCFub~w$gn7I7Kek7kWj&k3k!Mf*Z=sCcxPYj?LKQIrS{FK+!s~|1}tj%
z<DeDh^Hx^Sl5MV^pLrYKRK3XH<;!a8lNR~>&<pp=a+5jIEA6m8?!fH)sPgH1OEO<x
z5D{DUXF<i5eEy1R?<r4Kyt~UBwl3t$7iGIRzEiu(r!RbU?Zm9mxLvyIm~U=7%l3a`
zO7<)c2PY?|3+9u<=Y!71`tjjm*&RVaOP0lfdAWK~EGGGSS62oGO8ToS7lm5Ql~LxA
z(O{NNJ6rW_U;aKuKKW_dUfJu_M3YRsE=-)Fa(DAu+1tWGN}A65|F1jqZ{DX*lf(jy
z(@%x&RF2x{^zGWp$w}UN@p_W6wZAkr&pW74c;s+<nqA=f=^kI7c&3^;l`ZZxJRohJ
z=kovGU*nqk)nRK5BD<LzJ2aBNzxOu$`SkSpI@|x>Pfu@bVX3UyT{bECp@MjT3!nRP
z=DJ^=el}I#rZjb(nyTvhdU3zZs<^CcIuEADKXKX~p!oXw<=2g`u09o6;>!K{y7%Jz
zc+F4on_SqYTFg4(k$Ea`&yFN-H<uGDU3V6pT9a<zG5626w+@$=rP*xEi`86pf0yWr
z0LPhUC&XqbG3+dS%*K^c<ZfL5?~ja~#}ZLa&P$eRdmEI#-hce)lAXT4+yW251qF#G
zS6+BM|L@)i!<`jD8+LO~3@$33yy&I6zslQH9)b_9hNr&T*=$kFR`I{qG9qAA^)^3s
z=exU0Ci)$os;#|Qk6|a*_wUnBzUUKch}o;P{1BJesrfdXIrnsod8Y<#RC@4SJ^12T
zE{CG0O#eR1b2?11>Qmf(!G+<`^XKiLo1lLD109}w{P^)cYo+CBCZ}ABYHDuXpKmkq
zV6bKJDG?og{nwwF=6D7P6}*jlrY<&J&+}ABR$Sb9rp`mHPuo3D&F2=M_WkG2nP!ze
z9dYN*`sO97t1)qld(}2HP2RY6;uMwZAMEV(^KYfD`}TI}vARDM(r5VJ+>iH5<d<by
z6%trcsI3#D;r#p7*5I6zD}x*V{G2MgcFE<FnjJ?=754vGbSLeEo{3-s=#a`wOFT1f
zZc>ffo;UYdt#<gjBWGqB8~a{V>h;+9!T<dudpo<o+iyPF*e^eOTfDjXP7S}m+Nu_Y
zU(ZYK)z1#QUAOLRqKVh0_ow}I*2S?-nmph3{M}fl_9+jX*4K*#Ea5Zw^ek1uJthC$
zyP(g8d2^hv`qcj4%k$>mCfB???URR@B}_cr=G1)VosiWs<7?FRY1en3oSbV?a>Qxk
z#Gs?^->yAT#K}2H?)uu<pXScuWt&-4|9RQW_(@fJU8aibZTQ*ImZ8M(^Uvq=pq)6N
z_3ojo!(5-%pZDvRv21E)=U<d`wCl&A#x^y<Cr)2BpKnM$?z8`g`PW1LD<e01-P=F?
z`sw=fb8mk+Zufup?%g3LY%3JLa`MZi{Cj@mMtZ&9U%TLC&(h9j)m=#PS}@tR`j*Mk
z9XqDakBHg#=h1)PgH7j|I<l@dY`^DKofNoZ!<|DZULq48UwSE{_2b6=_+!)lysz)#
zd+oP4-d?kklRtdN!|-csjQDJHe60F3Wo;uLUC~T9FK78J@I;sBr^RQ*Zu<TE_v!bs
zUWazRG#kUG-Knp`B)53XT3{@-_2TX~2b<YJha+yN`B`-2$PoqxujzWd3l=E!NEk9%
z&QY*UzQ3<_Mc`t#Z}0AQzq-15^<LT6e}1k0VrwGt<k0t2@$b`ESTyUe-Ew{R`1nh9
zwe$aPUU5+WI^Xwa*|}-H|NI|4zPx_3$NMQtU+;5^7R@N(RVw1^mpd6_$<LqgJ@59u
zBRmoeI?-%%te1a?{lhKZFiG_(%aV9|R`G2Y(&u|Rl)Rm_=biQfPhro=xA#O&d>Z%R
z)oLMs7nd17k8p`L9P52+CUR-zy6Yi}I)w!oPE1s0-}mDY_q>t}*9?t-_47ie1V+ip
zebSD%OTBI?rMkkvG~?r!8nK8C=bAb~Oo~(lgqh#m&Hnvc+PUpS>8mEzpcm_ABpq#N
zV2Iq4A72{m-RtJLpNlI<=Z8fp*NrVF-I!(nry4M<4v+revUeUcr>UDUBS+?mcXvNI
zZAfapWnHLiHTTbglhb@J&F|<iNjS{r`H-KRSu1qY-{acxagSOy7)UNzo-s#2M#ofq
zcRBO={p%haO6%&I*5P+hkoEGileL={C>)(u(|C}<X9mL@JKiZ;smFw+O(yUjJLc7D
zV`+1iMd9Pej}hB)BteI$?Jj?>WLdgVn_;eB`^(GAS8uWQQZ^CMh!)GZ>h*T6fZ#;t
z-L=t84E6Pyd$aWw6+am+Ui4&9xZ&B^-cr||oP5QmFmYnhs=GTjDxFqUIkCny8q{ps
zuy9Ir-VKFz54Fp$pMHOPd#NIWrHwC(!t--;ogW|TE&TQ-^2yoR;^pt}fvzZhcV}nw
zk|io48UYNJ#m_>jXS1A;o&NN6qvzx&p)DO98qCb>USTiRM1IqKo_$ARMO3JtqX@6V
zojXhZJ?_?Da(IT*-Q{OKJ>lGtA$Vcu<|O;}`k$`5f^Sw`ahqr3FxN_qMM2ez!L{4#
z8!NMb?**5y?>YpP3%<XL1zmHr+;48v#f&41T)PYY|EmQ}$=uwOdKh#7&Nnm83E{>0
z`8$1`TwJC!vT{EOuh<b|eQUCx`f`Qr>rBV{wf9t<pBJ>!wtCwk?%5fK*&h5V<#Z4c
z5>!0;aQ(hjHzr9MNjyn;wbNz#nU^JNm@i8BvM5NK=N)NaWDeL}mb>F`b@!1BlS7v;
z3xh5u*}vZ&bTrE+J<g3A5A;Z0%7|UK$XrRO$WC0(!+e$B+=f2ct2dpG_cg3v|B0DD
zaKi!-FQ0iiQRz-gUERFGHClHW|NXmt%Q4f}E{C|-ntSG16&yID{_5+cqYn-;&wkTA
zWoakFlZS`fH6k~uFesG2yK~`X$&Tvp?=FA8zBXF?_O{&M%<?ZG6+8Ca;FDPJ&99?l
z&8HWF1>e?O5&HjYwNL%OU)c#qI366~+*-ao_vFc-?-Pxer@UTu^m6dK>1XHZzI5$+
zb^m|lZH?-x4-QfXO5UxBDE+%7(?~z;VB)KptAgF7jAq%2#;%|KW%J$LxtsKZrm1B)
zbcyTtb&KmWF>FdX*`(y!m2iDsY{u<vx(uN6;XZ6i4HelNQ?qBwx)&FlWoLApP_(Vl
zP!?PlH}(GI-%~&Bd+z>Z$(c9CQmPV>yFwn`Vif;$*}urW_AuMi-4kbPTS!RQO3g50
z{qZB2Rs7oP#xBvPB1=4lS;gx*<Ljp?xGZd}>6iEZSb2TjH}9MeA0{My;gvo!XW@@m
zt3R=BEnQt}|2##|mqo#MmdU|WQ?)<d+@I{dyZn8hVe+vD-`?K#@bfzc+6J^WJA7*S
z%SX@7vF6>Gup~-J$$DqK{bPkkKjXi@UtYUz_Ut?QAHPnGSM~OKylBe)<^Mt#FicS8
zE_gq0$-6BXj6QQT#5bhuTI}A)Z_m=kS8Mh&%9oXk;r(9q|I-h*pI+IaRATk>(T@kr
z4^D}`^ho8OIMLzmuC#9(&fYjR_0!_J*N#3vZ!D2w=2NprGIsl&J4*suOBH4<==6L6
z+7bpj4y2)h0ko&Y&Q7kGjrY)|)YG6&R6_#;XxGt+xz^inMQ`m&Q_ogYKRvfSJbo%)
zgo}%qk(6qH!P6;^ZkbwM^*DPsHt54;Zl#*qMyJ+!e=Y0lPS0YotyH=`)&8%_+T{8l
zj!nX+?mRv|Dem(R!wu>EkEd|SS*v|^Pdh)&`fu0HVt2N^b$>P<I<76bqcWIj?#IVV
z_s(FNWj6Kw#<#acBhRI@^D~F8@-W;L*)Dm%p1<bb&YE|d)3#pywxxRSGY6B8lOp$2
z6pHA_{dswR@18vdxwlMwW}BT|_ZxJ&XIlD&t4_-=KYVnw`@`?=ddEA3)eTBs1b_}@
zl#`RIc)fPJLEaq;5siQY^P;!)UtQfeS^eppX&o;t-4@T0nNj3b_;%Kn_$AX+y>BTj
za$@zo=%K&k!?$g<*4K3+mlW)DVomsvpm`~Fhrop&wg$6*zcIFCyt(&wVH3Z@ySZC4
z6n$mxSNk74*i!k~Yig}ai_GsEyG;K+I{NACwS~<}r;i@-kh-!avP&m@+Nr5e-43<!
zrm-nh?RD|_{mpZWH{a=p%oE!A<rhV4O#1QRFhA&E`_S(~GBQ2Od}lAKoP99^bf#Ls
zs*sh-4<29YJ$=FT*Aw;Q?P`9%-QLmNeHb)VtnA*W0NUL?=WSRdxPFrPEj018k<`-N
z7Y{ZcSm=DdZmy+r^O>O2vrKb81gxACld+^cYoh-A+H{v0tLp0)_((3Ot$xsJ-VnN4
zrMEk7OR2U&na+o^<_GHkE&i4l$8(2cA8ajvNsh#YHIf@DjW4X2*u?$)z5ZRr>uV=}
zd<`0$X%-M&b$E`M@3W#U`Rh*<rCoff!kc}V?dL4R$gi)2?&jS+#c<@H<)5hq-`?Du
zsOl~D<itehw`&*p&9z$b`HuLPZ*OmZ{P57Z#P4c;^_LeHK`W2=WGot#T)P+;vaYTI
zov)L0ZA~QTfZN#bxxu^3Pn-Yh63u$w((&fSLFNZ11UU_Y*kv?%xjsLe>X`34`;=?d
zt1Ig9@s<0N%4daM*`m3jczI0pwRO78w_jZit`6^ede7D~x9TzPOQmNWJZw8(+vUwU
z#OQH$mP4=9CDlvQ7*D*se4tNOs72$!$K=l0_p13%%!{3<dN$4A#GDzox1Y@jd+<=P
zH70tyS0KNoPCLH?gMx+z2WYcA=n$gf4f7)=PMioj0cW}2+<E(Qe|~z(!NE}>Rm0G*
zf4}{ysoL#FyTz@;8HA*`rs#5S$y)l&uj2&Uq{&NVb6*MfHnXeR9?qCDx%1Og)f*W%
zgFbCr9WwD?5#P6>Tw_t~Q+sD@%Y7=6evIenECI{bh0aTD5+A$WPFIZdT0Xh<+e>B5
z($v#hJ1YMF+w|e)=55wWv+d)nuJ8N1P3iR7DAmn8Z%uzI+y49aNosTE<eL1MKI^Bi
zV>)@Vud>98!9=K`<joC1W;Py&$H#gvF87xQb$4%G@>JMbu6SXxx<BaBmpvbkN&9Dq
z=*92rd3}BT;<U4~^lkQ)y}cE&J#TL8_l#ge!=Mto%t?>`g(xabzPnrf==_z<y@%W9
zZ(VYBemqle1H;d~UZOjHlr5>L+bW{L@aH4@h4u4$5-bXxvJzwe{!0H@q{%<Wkh$Wi
z=+^SdJI~E+?6;frYhI_YXv~ge_m@!uf{AH%6FYm{EPrzFOi^%Q6cn5k`uA3LmrnY`
zM@Jiro~rPke#7wOw0`Q5+NEA*x8)<<g&92-hdf^xeK~V|nu*lH%P%KPnUZommJzhO
zE-5+r@{;)2okgq+^R6{7dG`EyJ7}YWp`l=8?v1$z^9~(a@@R9k`POnLmoyKrNj<&K
zFE2kgXX5wtlS+-QQ?-hmw|a?kT5yRL%?;-DuBbY7wCreCP;t$tB_bboWi^z2U3JGX
z|FRn!zm=7~{>;U{|9&s}`|9o53x_O=Jos*Xc_}otszPJShyCB)PwyzdW8pf@x|l6u
z|2@NBrzCiUZp?oA_4?CgFRrcSagdpz#x!AO--p-<eLp`xKYaKw^V{Ii4BKDZYrE5}
z&K?PFQ?;x5;_;i&BWKN>OTX^_kNLh_dm`JNeRIEsJbvJ~@~%f_{Oi}+jBWuJHh)>k
zB`Pwf{XtTRRb`}3INys)uCF-5)=hbEcB(|L!}>U(Gk!A{%{{QSzCPiMgrwQe{r@$0
z6zs1vT2p?M>%rV|kr;`hUk@KEvwCuQXxfFZm^m$!hwZ`h`HjWT8-!GSYJ$$q2`b-Q
zs?Gk@!oZhB;jYXFzTeI4{2yMg-@nMUTkOR2RaRQ6raBLQPSa<2^!V{*8@J1c4nI{t
z)4&MI&I+3~|NXPh{dHxb^MRkAKh^Q`XPQSX?TU#AS*!I@bl<*L?`}tK%~ZZ_zc$LV
z@Ykx)PnPAP!OIx3uX{}|Yn^3uvvvJ?mOf!Mk93`*??l5^v6y5iOujgk$6?Z>B|*RE
zmWxQbO`f6gU2Jzr;QAjnTitq9dJVO>UfjIg18N^ln;|nzjY+_LOVUv;o2oAwzQ062
z=zP^u71iFV9lq|s?c2YXE|*tSR6H?R-GA10&;eDx3wN)2^!Vx3o$ma(e^V5Tgf?!}
zU*<1st95@?!x_8PQK4=EOXg%v(a*oUGiFNPtE-JKG8U9(zhu~&(3t(@wMD6ymt0eG
z<Mw+&)#lHntwQt;P1gzBG1H-7gHFYt9Zz0rK0I%qdg)j3b){)hd!vG$zp?#kqx|!e
zr}9Q#X&nxSx*rG6ES~&DH(~<=x0sH{=WV++-~Kz1G;2o7y~{1@tsrgq+ll6jQcq6<
z?VMZ}yZf8TR;||c>-D9~^Lkpj#g|o9w{nRFtcfuEGttp$ahh7T-(0QZC)NG6?r61i
z1bO>R$=`hCWpFzm<8=Mgzin-omS%YMx=qz8TJ^B!v)|S?2bnb)BQ`p{;%?);?B_LU
zr;u>tudk|K^Z(Z!&06$!U8M0(a~F5*AN5lwFo<ZYIiC3O@zk1|o7Fd@cFWXjZMZm1
z_v!t;+0&V-gHIfnKb?B~>gqI;(vIG#;)iw?KecdAoV7EqIAN9r<INp~kGbELPo6ZX
z;OQw*6;;)P$B!RhSL~E`Z%^ln6&fY)?)+?hz&v5w!Qy9U4lebcK5yHj-mb1gD}$GV
z23>FD&NrJlN2gqriCMBnKvPH0@14WHf4f<vkN0`n*Ev`n3R$UibdM&Z`%I&*l-LQq
zPfsY8U$+10;wC)DLh&r~)OD_9Eca`e-`wTSxxeo217-#%rv~%;EZcG?&wknU;meeU
z#8V<aT_R^c7Ln)IiDu)GT;%bg@Y|X_-+X4LeGTd|l6Z2t^hw8_Z!=Zu>rPtU-E~!s
zkt5Py*nZc!dA76P-4+%WHcUMw(j#wgcQ}|eI$}qG;-pEF;ym_y85TY90BykTl`=gv
zLD3m>{QZRs0U>LnMDK3Bz@=imI{dV5BzrE8!xGc)?>uV{Tv}?RW2xw<=6ZdNrt2Qf
z<x*<=kCfV<JW~@7e0tiu%G;;s&wTA`nI{=t+?nHRRU4;WYY#Bb*E=h5=#U7H14AbF
zx4Y#B7P(G3meYH6^;1@tg<n>`yu7q7`lVE5_SLo8d-Ke443rrdpV;S}7MuOHd(Glb
zku}pL4H6j6&9!bf&AxWy>Eo-b!}&qS@GteAZY0xF@#jY&kF*)j?QOZu?d|MLOiTh&
zQe5+WveZlpmt0@aD6%*A{<?2|9VV~e#d2Cr)0t@9$H`fA@Y+7x3+v`y)ja*=!M41q
zN~QVvJKJ=^{ocw(zCXy!Ip_1Usq*~i0`f%!6;q|_|MO1KTl?UUZZy;OypvzNvbSV1
z$LwHub2Ittw0SlYgRdQMcxm-CW0v{!bGx#y&-%FJgoowd9fi&x_k{SythcmSE-^7=
zYgTB^#^foWvteTP)mUC$`9@Sb><DNJthjjljT;eX=Gj_be&8%z_I}#@IfvU<?-f=$
zyR(>mhOv9s1a2{wd)5ARdVP}0rIU7-c|O!@=6}BY`svdvckk}exv|Cbt!!le5sn9s
zTodluJm;`u_$l}G8(ZBk&xfte%};k^+_yV@eMfEdx?`eNe<L=#W!=0wr)HjHGvkdt
zKO?<Xc?R{Z+m^fe<h&DBeu534wdW_^ar}KWCpKfnmD(+NYe8Z6@LR5=i@1P-qx<%}
zPut$_oBVBub(zPyO3)<dls9WjG83Nrd2Y?VcIM-!cV{=|%`Hj$|B(H;#aYjZy0edP
z8K<4#WjVU%t60F66<eNcy>e-3QO?DUi<P3gIvBF9GOY>?PO&^H$z!zp#F|Gx9vyuu
zetCn;B(*GueSbckF1cU#{G4pg%}uPozr8)&E?<}NJa*@d84?LUi&oAlDG#qUcj0?|
zO;^%pdrIdM9s5cp-3Vvr)EoEr*J^f5FkgS?h@6qjD<{7>49EJeUh{r)c6Lzs-Azl2
z&(%m<1msEh%wG23Vf{3nPx5wUYqq#nuY0@CQ%Si|&9|XG`hWD}Kb4$H%1UeEPNl61
zo4V^0ue6Hros_D*DR~nPUvy#k^z-@r<-fnx{QR`A<mDyMqQ+kqUYE1dP3!i|akYLB
z;Gwkj=rN}Kf0P{EL#9meeEIdjjzWjq+l;0+YuH9^I#D~9OEl%*k(I#*{`?H$dGn&j
z&GV+G&lIM#^c>wc&(%MdsQFCzFMo8`xv%edYkn?$vW8bC<6g0T%!C@1)>#LA=IhCx
z7P0c#$Z2kV;C?*Q1fF-E%l+50i|MhvyMO(d`Bd(UE?i+nMMb;zCnYBf%F6cctNoo8
z)$bVA)jQSrg=6y*pIIFRpO<}EmVYm1nfmv)+DD%}KF&N{@8s8m3mkduPM9>adprJ`
zUw=xbcM9jXzMOA4GjoLm7oO;?XcrYy`Y(Tay7rEYhldW_&i8&dYv<kuF&&0Id!D>&
zn>x>CBEyp6^yB;O%q5nT99tvVP__4t;H{mP(|#+R&UnPq5+Ww2_t~C}C!kur%Rp*r
z?XS7kpPat^dH-_n+jFv&e(&xSMa@(1U*f;ypY7u9mfntPo)>>~i56Yjm^ryd*EC0?
z-2L{psSYhCf^?(3Vgpu(IlR3!>D2QTZ*$JiVZ2u#|Ll@Rf$W<Lt3sKj%%=&T<&zbO
z*->A=ATu~qI&A;Gm*=~CrbL~&vvcjeL%T|g4j&2ZJ|Ao>p)&2po|`>ESGq)1%d=mH
z{fwD>_<{?=r{nVV3741o{&+S!|5EM$<MQ=9_4V~8nU{{7vo2=*__3(;>SFc>3bA|U
z*;E<^7^qL!Q5_z{c4_hDli9yMH@cjhRCHKV&u?D+Q?Fb7A3r1>`+atv?cWDaQX9Qb
z%`bjtlKe|s^WCq~ou7B6bl#cE_9Q9glFG}b$PEit-Bwl)-npsdMAl`tj4K{~k|KLw
zggOLGN_kvW&20Z~#kagS$|^2;Rpsxd>=fzBxa6{|v#ou$T!V}ylZ=%LbGV3rAmf!4
zj2R0jztLXLu++;_YT8N04nOtz(bpO+WPDi^Kr^mg>6g@=U0Uk><Jar;k_|Tw-Pu`m
z+g!zE;?o|tm*V;FUOK<}Zd)<o<FA{W_Es3qx8Gkfr}Cz2{k=WY;@_yN+1*~O`G1|X
z`I7B5ufE$>PWpE%FE6uM$-7BXU;p!e-*s<Zg>qU=)0?_G*J>_{?8Apei7ym3T3D`Z
zVqH3IMR~p?SNW$UJl~6__&mN4@G@st<z^-Gho%qLZePNg5;3ERv19h^kaztunmcDN
z+q1#N&FjhaMXgum{~cn@Y!Z;m`x;c1Y~aC=B(^thU!$Bon~hD*CViv%YD^OjxAQNq
z{rydH-~O<*Q4xEqw#t@2QJOS)>H4IE1$#ctQq=S`+U7UctNLN>`+0lxZQs3n8SgP&
zKmV3%**u$9d$*;W)hh1OnOmA-!qhJ}vwTtUGoM@A@9v)d@z=b0`gQlX#HR4Is(RV{
z4&AduM0wXD?eKYXOLA_0TJxgtl*mu9fQmlRz-4>(Jo)F}%5`A*e6RL3FE3x+KeOOL
z!<*;(|A$sM?PxA8o~-ocU~}W<^rs;)f_HZ_%h&7t-R0hM;?KsDCoe5rP+RR<cjN2~
zMf0~-rJJfWcN<DPx$^9is<9Q9S%$(*nd<La61J1Jng}+isHi+BRJ)umBqa2~V6%+G
zrZclli(a2?@{`{GS505Y(Q#5!rq`~(Z*TgF+t1%CvHJNv{d`{K#iF1~n?($R{idCp
zKRx)R_w-9_t*l&oBxWr6_w?;soB#gP^_fpk^SrPzcQ(sGwq}v(>};oAN=}R_vD#S}
zy>8ADo4J<CrXE>WrH&pyo$xX|o^{_3r@6K(Rz{ou{6E9M@!eTXrTV&)8)qB2s!dEQ
zW7%K3dryJ3L5+c?XB7AT-+B|Yr(ZpN)A#YQPql)gtR-)=9!>uDS$^l{ZKc}G0_=;7
zrOxK=PpB__b)~VroqgM~$%oTTq!wO(EhsPFZ(IFs#RluApqo@ov#uPtx3@a*uAq>S
zw8@0<m2YpKt;=#~h`ICj?rR(I)#qNF6y|g~H+S;<+~?<({w@8tXU@4LCnhTYojiGp
zy|~_+8^t_&v6HT>TI&7O+uB=<)9Tjt>B~&+-OGAE;f3qPi=V!}e5rYNlUDe)|8k%;
z<^LpaY<8d9|DMC{mxmp@xSqz0x^2nrJlwzjme2H>Iq^ZlN-6u|W3LV!FwK7Q{7ZcO
zNdq6<m4VDFLO5p_AMa5&&DA>IzB){E6MOsaxXTK@a~eP^F=BU@x&Hq47PQwQWKD!1
zL&2LHhBZH*PQS6USRHhV^C!KzXWrc{+J2yEUvv6-ueg^}G<oc{D0ojxKj>W5<CbYT
zJ1#*;R(Co3_PnLB>oYEjGf%#9uxsyS551U*vP&D2+n1a%%~or#UK`E)^V7|8dzWXc
zVx#xnkJ`%g>gwc+Z29{#_xH<-s($5vd~9dl2S$(Vw-*9D<E5-Z7P`K^#u``c+hu6P
z<sfIzCZ^B!>uc~5ZBLgL8J;UE62AtOr5kuuExMR-%(N{|ztrsH$v3YaDVPX0l)Sve
zYG`N(S}p;alG*Y1_tD97=J3q*YxlSN$#U01!9Q~0!l3VoMXNj0m6V=%e7{?syFq`G
z^<2L!<=PsfeZgYl-`{*u`KsyV!?U4q@tn4$cG+LQp0zl;x}wnY<Yu!9+xj>^%V|1{
zWp5`<dHL+@($xX4uYEG?*s>(T&{Ooyok*sMg^!nru3MY`<<36crCh$VPFyJq4_ne<
z!uI2%`%3n}CtJdoPoB1?nVnf&|CH>U=WC<Y{|j<0iI3f*u{>k4TIOf9g$ETbzwDQv
zUg9wM#n%Jr^BLXyy*9Y7y6nQh#4x}1o8+#NmrbJDVGq8%yv)#WX{ooefq}qM@9ANc
z<$h{vZhm%ZzDB>Ve*KuNIpxi*tEJsDV*}U46sg3m4EpuH{?CudS=T@B=aZX~ps1+$
zw(2FTnr6LTh{oU95$WgctY6;P8{O0=ru!r>a&=fxzRQwS%i>d~Kex-DlKmm9-Y~yz
z)7w1@9h;x19bOZ;r;^7b_{0g12h-!1oC_43Ywa!gYfI*V=kxdf_;<o%ftRRj-~6;Q
z6M{3=-cwl<A0H%W4r)`c40hk=xh*f1;gNz#AoC+F8MWmF9}+C@+t=TFbMiU2xR-mc
zvb)hf3Dv5&qD^ORd(6G}wPwMjs$Xl{+wbuDar$tHO*z<5|5w$1M$|TzTU#eDI2?Mb
zWzy@JcCn|Jq)aC*xGlE4N^||oi4$+_P1xGX#`~l+`?eXYI4|Ecsn+7>D$`Am?yWA$
z`EykKQr#IYPfsKN#gWFHrCUzjkDs+|M(Cx$?d$$rh}d!ARsVZ~>)BGvI)x|H{{99!
zd`x1(L6vv&>;Fl9eRUOdV!)d{#_A%{+S}d#{f^(<%<m8sA#IZI!SPvP@#NrMr&gnR
zf971;`TFO9CqD{L`mc`+e&@r+lCgR<_r#@DUnd>Rada%o-I_J^%+}yjN4qCUemQ4-
zE9+_&|KYZiJ_}xCtUMp+Qm{e9e_fPn_wtB+F?}7PKm33EEnnGr`OuTkXC!zInBPCa
zqc_?A|Cg%HC1<td6r(R5;q*8?O?RShw3*KN1q!=jcb9ea_h0{`BhcQlV*fuW3EQZ3
zU(U?gR`zAZ96tRBhLSfKi~kA=21?cc*KPcMcJ`%Z+Z~x-U-$8ww)=^?--!pgW$oVD
znx40mudma!|11)`eVxqhfB$}O-fo(!6@IJ!U*^|Ojg6C5?W*6uZT-Rjzr5|f-`?iQ
zY&dyMlqze3p`p;u=!1&uuABG?-<(tZ{avfw<WBdhy>Xv)D`cH&_Lx|_zjt?0;Q7hw
z-daAlx1GxG?dZ4^zD;LCv3kJPRd*!knV$Y-s_rvk^3ll65;aSX-;L$^G+k$+FzZnk
zcIMaDng9P$uHRqeYE`KbP*eAElF0n;ub01lz|62JeEJmU&C3=ochP#;Q=;(uvI~Qd
zxOlrxq|rIC;^N}Ncdu|hN}0K{xKY~tNzP55@9(|+-^J~{GTY71<;ki&d!H_={Ql0N
zUoL3Lyg4~HqmK76{{KBcCPA8~EAR5kFE12*8P)tk3NG@=F43=WY57z8&}k)m=Jj*0
zmZqPZB4wGr;%Q;|^mRFDtP1z;O<H!4;fP{}5`$*+Hl1th<L5v8UH|*7`IJqcEY3bv
zRX?3^{eZ*HxoOK-xtDl%UHk0S*|9|{J4{ni!rbrH6gE~yez_Ujk3Bwa^mb2(X2KbX
z+ixyMJ~_qu<)!lc&%eKmMwvvLbt<KwnXsnigooshq^BDeO*#2o*4oP7+@aYqYR&PZ
zGe4^AoyXYGe8Gj`(&}*iHIbXy4!7|ho@-q`Z{Oc@bFDczIS=OV|JxR~w`%1MXY~zf
zyak_B3~F}V^f#4S`s2@8^TtW4Q}0U&3eI#}J~@p?JDjQhkK*-cas65U{+zdG=aXl9
zc6Rd${?5~qHW5wys+aD~dv)Dk>QK#R-VNpJm0pI||55a{p7T;|;XwwQN~WBfNyjFC
zsd{il^T93C*>Agj7I!i{`TPC8`}VxM26cZbK$D<HyT#o<J~|q>z=844kH`HlE-mGD
za&o$IZ`rom|9g9`uMI!{X1SZYw`27Ge`Ytt1qElW4b@KgU8d=?K33XbsZY^uvxGMh
z4^Hc=9-kMtuA=Z{->;AEmZ<?QKR->1|MK;E&;&Vwgs+nX1&!QXHulBxE%1^2`Dgaj
zwy8n>Ycl?)Y-&+s5}51PKGQf|NlT0C;K73{Vs;vVuGjqc_jmH+W4$wMtIK9h7Bss2
z?rxDv=E0Zj3d`kHy-pkeO;_@Su0F-PDCy`D<7=BzCGE}h{Mb(H`?u@rVzn4QkB%!n
z+P6B4Eg~*)H#MbXEf8H7!&vt>)X#oPT+O^$pn26aRt4AYQwk!>5?A^OGkSD^t_gf}
zq%&f7nJ(zo<_i}B?(8UJZftD)@cDCab@i>Uhxv=N7nWvko?rD^Y(vJxITEuiP3CrV
z<g5u$e0lHIuB~@g${V|_%bssuvf_)vOzY|EpFUd^>^_P8&>@i+6N3P@4Lp)bUxSR(
zy^1ARjdsfP9aL!UUms`s*mDhYA;&B(2ZjR~CP|0ectLYcHMO-L&so1ucz$kf#dXPB
zRx2KU$=s>??I63@-zzgsz5C`yHaWXInXxIA`Pq4Pw_YZ<z9~}ATUyfJ|9>jJvhv?Y
z_tnRhcdVHpknlMz;l5p~*qK?ORtceNv#uJQJbB>CN}<zF&aS?2PsU@i+NbJ}DU$w|
zUN<tcryR0b>1ND$;@;kB!<-uipf!DGXPF+JV_6J3M>z5Kx3@d0zG{J*DBr}kYU=nz
zT`ql{_APkw<kWBO0Ta&rS5Q(q{^S{3&Bs=g(5NjQ?_}=pP%Q8J{bi!`JKL%id%fRs
z@k|LxarJi;*^t=GBUiHQ(dR2QwM(}hePcD@Ns8n==T(I-7@mB2c^TA>2w3RE3fdX&
zJzdZB`MJ3pGcGDg^typAC(XON>w;x)&|=%8$4=$0cWl<lD&JJN*ylm&M@zwpW_y0?
zZOEK#!n7)w{lyi}rpX-~&sXtp*sc?)5}ozXN%F^Y4JD<NFGpXmU%glOw&zM_PyMY1
zu}@E(j169vxbjpY^MqZcuNURq+%&_YQ0dR#zZ)w*r_Hgim%Cs8-}d-DZB?6?cT7AI
z2^TM``?G0<R$U8e>gbS(zq{*FwTe66O8%L4vL8MMR)^oZzIytd)3Z%H-_Gq=9llg{
z^JdZc_Uki)Gfit>P3iQ%@Ur38SILGIXA+qw+}&NiIOXJ|j*bq{U5y>TzP?_)SM|A&
zJipHjg_8%w{yf=P6ZxsFxq0sI*4~a2l2dg!-`r4KTP6D9lh=g4oqMZKCmd?$zk09t
zN=DjArDoN+GvoACjnkGVzP&ehn?%<eke51z)j=1R=ib`lxX`Kf!uojooLgHs-6o&E
zp%MJ~nJ3eS4T)m5wYN+TTo$f)Z`=Ca)y1W3qV{yx#q%|UL2K1_GM|~b_?=x)*Lmxb
z4OJbx4xgUrysz&ppM#K4!~TDpZtl}4=96yVkuYGmy)D<-$A_nlPqu4q^!7vd@5{S(
zi5y%JxOl<kml3}cS3XHmFbP@p?9?>V-!J{=dBkNtKj$#d#_Wc?px{KdsXClnGL?_M
zIC=8b+vLY?nME(xfG3`pY<qc9Sa^QGR;>xf>X$c!JlVkL(G?z7$vVI06K9{SbsOk-
zIa%wnBlGM3aW1~t!N|<EApicph`m*&j~+k1dT&+Pnn>n3HkltE9K5=E>50Ch&s|(x
zGI^!dzH+?2wsL!W2gie};jzzKPA4$DyT|(No#{u;$W15I+Zj8uWb7C`*Shsefli#)
zi`mftT8#@j!Ej54VAS@!UM5zq6?<*pa_~;gx8aVTdFb%c>QnXq7Jt~+(a~YDE-!XL
zS#H7|i&DFPTeA;ziJptEnHP0-R#0<tnbfs!Z;j6MyzvWW^Z?z?D#61BI@A05y4b@_
ztlSUYzhD1t+ZIJDsT-S)KDyjr|Bvz7`sXj%1qB1EN~|P(b`&ZXd|2?;{@<IMM&UQ6
zW|?eGVU#l8rogbXoZq76M%wR1J()%fo@Y;==6=8DGhf)cn3dncwkVp2Xauum+`YAE
zx&KTh)?8UDjXnBGN=oX2A}k`>Y(4V%_xooD)!f^+_l!iDDqC|&S@nklN7S#Z(|x;n
zM%z-Zv+N2fZI_ofrk-x#x0`TVIjyUoJ?-3-%$;IqbXAm;ia5c`h?ze>KW)QT{qwW`
z$&iAnk3L`FVSDf~IpMaM@caq7(gCZ*m<6U9FchjLCKh=w$qw(Hw=boW$Df}stRmjU
z#l>%#zdWZ)-M^c4^2SO`D*_y!z1cbI)6+&JR~?VTw{~6aF?_W|giT?cl9|{HLuLsJ
zffMuYE>b;o_$gmA>)h(jj*b|wdwU$t&-=9b^F`&`^?Rhv8=jtyUH!wxbgtjJz%yJ9
zQYI6WSIv-^{kHqkafTzIE$!Y#FAg+{+5UatnDE?BY`(Cd;LNNO0z3bk=g)g<f9=i9
zBEh`GNzK6q5)I7kDiX$?d#gTqCQD7bYsgT@`tjp|7EXun?;861UA<e{nOnJ|V|M$w
zxI8KHn$C8wF1qVt?#!pjCSJcncb7T*`?Kx0MW5bM#aG9A)$A1W;}&>{vMFdKFg)UV
zc6Rb@#=~uqU%pg-PwBL)U2;_xbcB_f3X4UVPt=Xur=FcXaKC<c+Q-VQx;lrYUSii8
zC&U^u6qcPld8x|W;KHLvy_KJz2rTuNZ~gA(;_~Flm#PI-rMLOidO8?RO`SZ6Ej-<T
zq5e<evCheH`fCrbi`n>cpN1}*!nwS&QV*VZcC+(K^-ik0x@&96bOj|PrOPi%CN*rR
zvn_bi@#*#bJ({xLVz>VIQ_03$@NSNeoIz)t{{GJ*N7hL+SnR$Kpt)&P`1wW4^Y82F
z&(N_`S5n&K^ZQ$nduI2+mf~k8-rwD&xqq9OX^zI?b3T5DKYgB@B+I5yc9h}BOjmd2
z=xq@-zZg%vbf0N-o@=*6O+-IzEkH*{#|axbIndUeOErIY6}?_2GM}B5k(Enh`?_gQ
zPqFU#XZ6}aMwVG1T}(>rVsq=-)p>Uqrs+*R*qryrOHoN_Q^fwdqV&2?DNnE6+2p!u
zP3&Hf2bxO`d3hOq<gBtScp*^mywCT$>-i6xE=A6@)Ad{^U!$<TLTrYi^C!>U<>6)7
zE-o(Xj@^#Fv_#E!(lI@+j*bccjCiHBHqYB^Akh%LJw>g<^GlVb->r>@m;GLpF417I
zdV@jb*3AV<fkj3JsazKpHfMhqQCCt5I(1>;q^7M2jbF2m9`l;U)O|iaWI5ji<K>c>
z5vivb_U-dIyh)i&;hct9Sf4%{AIqln?HQf->)FrEN&ILjC^#|b)Kq3BrYCX>w>EP=
zKQqxZqUPVCHIYw4PCQ|7S)MH0G1rix&~38%X~AO$8pZSl<@iF@YPH6=xVS9onIQ1s
zL!yG#sZXXsUFUCaW38!~a(lM1p@ho3iZ3UQsK5AnAiiF6y1e_$B!)*hj~+L23NI-*
zd?<YB=jW+49{>N@TvJt23JQ9Btf*OE=gcS5ZMn>Ta}qvQrtz>TC?4$D#J5+j;!lKC
z$E34{425Qzw*T6AH&=9aa45L*EhtWB1yv(1pnXIsZ=)XkC_H_wqhrFRR<~Y}yR(8<
zhIpQ`^6@*oDv0&O+}W8CWrrA!%v4clw*SMx!sZpt!);T?<1?FW&-ZyE1)wv@Hd&QT
z>3%F<Z}NZV_B=-KX$-Z$Hn`TMl~`G_8d@?Gmb2fhXlCq~`@#GA%r%k9>6^lM<o-Mr
ze{jnboTG1cEnm)~HpiHKN9E-`&(F=({w{q}>Hkw6wuJX_oVR=yUH3jW?Ig3yi69<_
zIi49B0o(Ng*3UZ%%F$n6Gf&ml-l4Cgq~xV+5z%#WxsTyrOU<Lt8yg)CHf_5-d-I3y
z)6d^r=BsAsxSsvdqlRYo++F%f43BIUElyQ=)gdURU--x3!}Iwze-)IJHf?2MO$oWa
z#B<WWoGw}GhUDWBHF>L&jy8OHde-Ccs!;E~<=b*LzTDTr*zuWzcWT#`Yio7ml0Kzm
z&Jh(^@&Ht+Xv8|VGlj2X=oXv#?MDa4f)LFGp2D}^ot`Pdb3nd+#*YMl{{>~a*BWmy
zG7A{Ly}g}(ZS;1xe}8^XRCedv^X*pl42!~~S;yyC6f)^XZE;u^vvY!deO<}hTcYM?
zeLtBTe|h=9rqoM6Pu;z{NL9{;A?-X{)we0{?Uj_2Hm&UvZ4}dOD101eH{-*%+=P!w
zV)JL8PGCq%O4+f=Gl)$n%35=h(NX<G<2CX7<-WeUdid;YbI=$UXbBkTphCU4JwLt}
zPS=ZVid%pD<>loc-)_I3bfiNtVsjerEYs{Zb^m!c(vlMs8@6u`eH<XJ$MWtj^RKVL
z1)yqS%1ZFg--ffZjqC61sXQ=QUB}Kme6gF*hM6`$0@t(W-C^*XyXon+m^iVm<_km%
z3kzRdTPq#4HLF$Cds@nm9Tyk7Kfbuw-J;+DLzjpq6T^zo)nc>Ea=Rior!6dhfA3VD
z4yZnH&a&T>zP)1Rhk~8lpHFFXz3c7h=rBq(@OV6Z!-k&cRZB$X@BeESuwp{&_T`n8
zpS?1VxA8W3PEYvy%Jayk($yjpCis3}IpQ*L;zZE(%WnO0ybKjTJ}CCQlsT^(zfXpd
zk<q`IpW(yz@9sN`o`McCdTMS~x#`PeX^RVwRR8_*zIA2ek2xJ3C-#+Ctz?bd%Jt*-
z`!DjFv&9RZaCD#7O*J^d=~1+almFb@Xt%4I`Hn1;Xqcg)rNy<g`1!F`ZgEh9`N^4?
z!XRz~BlCm_6BrnF)ciDB7r(!6mTC6B4}WfL%})OR@9(KREjzgx29D>FYio4k)NEul
z;$$j5`##+UI;VEo%R7;~l2T1(7$`AmL<Z?CIa$Njd?wnm<irv6C080JoHbxDym-I<
zfA5haE})yyGj48Dou(h(7q_=6@zax&FK%vDXLxXGsx||Iz5RaidGFy1UIKUeo}JAe
zvtN&MiP)~%=vVf?zHQx6H@BmsW6gu7tUMA7XXgBTbYYKm`4Vrj?(@3g+w~^s&X#;z
z@wIAY)c%r_%YGN7{s}U>`1kjB&<&O)@9)VbCMI(5@ErN^@iFKMYn_-K0)~c$pru_5
z2aM;M1;xe1F?{%980PKAR`<hknc!62?2ks9)0sOv9oEO4%IWUt=s0tI|9+ka^Q=tY
z-d0vl_4DYLd-dkDWJMJduhb051_m3}jf!jvYNw{@N;7~?#?HL=@7?bAhcZl(o}ZiR
zFF$$Gq^VIgH8rzJ*KAAUEqKIYP_yHxw?uD{)1_^?-M2bAI<7o<t-UfrSnWiw<Aa+^
zzFb?|STafb1P@#D8F8QILT_F7?JFvt&e(Bw1NXE}E^)n{<l}t@uU|Jmdz)KKhl629
z?eA}wudJRDvgXRVn4L`d`S~elXMJ5NudSlOQu*nL=jUyHbFCHzFZVltPe4j5z3c0%
znZNxjvo5PWc;d<F)X~x55$oLUm3&&&yP^C(>!QVthua(9?+dO@zm;y_arnYqYvXrj
z(~j*gRp1uWIncz)eQD3@cXxN2-CV4l$dI&1$}}tCa2qe^<kM5jyefCq{4`?Vbm0=$
z<B^w_e{*y5^Va9??(U1Dwq~i-uGz4`AY^@<?PGQqcW;UPH9IT+cRX)tKP|ANjdyJn
z=!8^}54W-%E-$+@X?w7`rk#GE(>=FqD}!9Q{+j0)7&2sDV3=VkJU42KM>VsA(Ue_o
zy;5d3m#<FXn$`(AJ$LcNj+d90FR%Q4Wo7V0)9f&lKi{?NG&DF?hp#`jG^Eu#Ffh=f
z^p%KJ$%_SN(wv+djZ&ZZTyqLv$FTno6AQaHw}X<BQc%1H$A)zN4P|RhI$z$M?VB{^
z!85iWzh_6XCz&wa-hR6zeqEQkg4(LEwNh2z-gJTnBn%A&d8N&cEc2bcA?K!1kBp^I
z>p$H^5|%|O)AVAy+<K)FPfSqk=<asT$k137wzlh?SC77JtyIJ|o*5PwSA{Qmd6|))
ze?fNm>+PUZH&201Ckb$T<tQW+QL|2^nGv-0w)^SX-;>z)f8q+*vEfQ13(Jkv`gJYp
z3TZQpQn~E@|0#BHcUM+XVPWT&110m1SHt6NYke**as~BDK^MZw*M1Rna&{IJ5CHW|
zW{3R$81(o!^Syfx+w;WqCr(j0zH6@4%n!VvQ?tt+KT}(-Q2zc@Y5uC6$5K?A9cOj?
z`?;Kx|JutZpabxt^G~aOWI4j~?%lf|UoQK9e7Ssn+OHj5qS{G!ca@&XS1=3f({t-#
z02h#^*$v#{7C%8{mEhj*avKsDKivPnYOnC~piL?PyS6MzWM!N6fn{&pCO<j5Ew6TU
z#~l$C(4A=$>GZvkd2N)Mjm(Nr?u5T0f`SttpPc4v6&iK%#U!HygBg+RpPq1TsNU}T
z{YjTZLxyY39uxNW_hdhO+*mR5^76*}_252`;7++_M>m0(9SMh;wZo^yl%8V_lwlTF
zJHwoRM_sIt^IC&ct_kY=AI@2Gy#?iR59L`V6F>E>&=8h;^NelJM>b{w=>&#FtS3(%
z;J0VU-_JWmJN=^(C#TVa71ia-jD!RQC%*ppZJJ2Q=1UvO-c1S73F2WE(2dwFW>M(W
zb$;!J63v3o%g+1*wUmooHA@xT7IX4nd)>&+-|+W$?mqqSLkuq5`~J(Vh`#<RYs-fM
z%PO7txP`TXf`WpXJqH<LcC*RYW*utIzQ(d=&y2RE25bs_dR9?Y0sQiLSB={FPaF7y
z+bk2cs~_`rYWjG=cj$pszH66nFiKtW?=aWHhYj=RUp);vu{Cqnbn$@w`(~CZ+}<{G
z#%9-L2@H=;_|2bos5kL2LwR}k^v-VPXXjX}zOzk{IOYdx8K$x|`?&b~m^?gKwO8cg
zJd4EFxjT8-6#8=hRAgSiuy%InX&1Ls0_W{&MQ(|MnqO^_JVDWUmwFEFDqX6oe|dw*
zVTL1tM~^XGUVi#Yv3AunaQ9)AXuz5oO}{}0nqFFwb@hqdde6*=okfgSR~s_~3NQ<}
zn^tZ*^IyW^!m8A=cPxCeNucJfU?5j{`AeRxFxeB+bj|Kg)=p%2)FC9)z$u)Pw4lE~
z)VsBvd8s$E?`*Bjrb<dmO6ds(47<x1zrUOLAz`naMSWb|#H$hw7K^rKH@?2!I6+|b
zw4Ig05ql(FT=x$W?*tWs5<Ct;lRDX@zrH^G-sf--i@vw)#XXgm^tZ=YuAVm2QuxBl
z202@(KPPL1a%n_fI%1+DFTcQvl}&*Q<eYQ!SlxOyWOY7CNjN34ptgE}17qqoR~HwT
zCpsmd2Iy+O7RC-GkSngoF~7RHIjhtDA45`7L=7mcrwBGPT2zVbC_380{`%{IjmZb*
zTASUUzB!rUQOB;btyP^L3ObWtT?<XH2bB_jD?EjN+G?Ewsr~f3k=g8a|LO#WM;%gT
zTVA~s*JD^6cJgJr-|`FdKnMNK>FMu3!(yn(yV`|wK}KN0|GL@lPv10TD0F%EF3h&}
zRmjZP8%w*LeuK`8FA4&s)W_a(D=weZ<X{$9ZOBk))Y*ApOQulGlT%B-<$(;8nSGEU
zW*5sGo6JMaU#lMcD4hNNB*;7??Qkze(eCr0@QhnmS9{>_;UgwGd*h;dCxuEhSj_xT
zkhvgqY1b`luuV0VMJKjS_GCP<dcDz67e*e3IVVm|K5(oT+yquKYCp)3bBo2M^3x>t
zT{}ImT1B=pb_mb3kvuV9KI6I{Xcv&6U}pP4hC932-`q?-)NKFr$g|&tWjqdZjvQ`3
zuqM*s{Je(g({Jqt*>$N;%Cy0z(#PkpR=@$6szt6wGd9QDgVxl#xGd3)+{Dl;JzJt-
z0w|qyekfQ_S-hYm6Dn)V#=Ie!z2N`8Th@hjJPvaX+}nE~z8>5R>o^g_)_f-T_O8&k
zb1m%I6#NuyWHh2gDqibC_4+<Nb@Hpo<qbLgj2*}B?qohQpa08S?VsJCcucVaZAX`A
zxFN?Z&^z1My^p*4dswwPNa|La0Yf_<<Mnkb_X<Bh#^7?e$8F|cK?#l@KUeOR1|{*_
z&)=utH_r<xmp|9X*wL1Ik4MJ-+@oTUl&XjpOUSx2COXl{42u#UK6Lo`>C*ODpr~5|
z?%^xWR7;WOaWHxHDm39|k%C1;*D{dgi7Gbcf`?2W&f90bKT>JPaB+pCal@L(#=N^%
z?s0<h_vefY4p!Ypyr;_~8ZrWcgh2h*jmi`B=R<<INN#5l<NE#Q7>-PnXvny*tMtIn
z&)~kk(k9ksN2^3tRghnfFt{`yI@~B_+5kG&17fbBM9PiN`)ae^AF(uKxH!W&{RvCU
za(PfNYzy3N1|H7KX=Us<=HkMzv)KDDJE)Y@)XxrE5U9+iu<a0oi?fhW!^_J{KZo|o
zWW5KqBu-RH@*LQfd*E<;*83wr4Hzy?czU`~+C1eOSntiggA6uxJURE*ee;{c&n&>p
z$v^$^fiBUj5Pud|e+^v_ptvmYrjyuKbBAS?MJzXViAHSkfFwIhdq}Kl^s6gK8CDuS
zc+Jhiwra01DCn;z7%=?)&TO6!s^<<dxPT5Bes+ej>N}f_&6Rt+pis>I@SVNKE#b1-
z*78R&5)By#{`@@9%<gc1A86%qN5_d$5nZm36$eaomKrh?7Pu`InZN(5Siqhg&_LGp
zoo&PrD8($mzP;MK-~od=XfR4}<-r67zxmVRm+-JD@afseR6G@3P+1H~f={ZX%vkQ+
zZCs(TwfvEdM1#eK8xfhiZ?BhsaO}S($kDq`Pi9{cJ3BMN>rv`j=Gms+Sq@d-LLljI
z-RXo0!V{jPY%PBzBhg^7;z`QPzZciZK6tzsQW(TcKd3NMlbs*r-vbOs99>-*|Nl7*
zNrzka{<E53YkhgcltT<hTtFA9&Ypdndq3#f6<OK2&o-+2&2i`!)19CluJ`2peEHbj
zWk-FD-80(SnWt(q=kHngWPcMVU7mURQ1R#s9)~FtUElI%oV~EnIdF5@S(AM2;ALkn
z+sE%J;jG##_w&=!!`tuIb??|=0lGQMqUZ_7qQ#3Rs-8Y=|MdEL=KcS;{(KQ$a9Q)8
zKd44lGM3~49rnt}nf2b~w?xB?m34oAW!&DD+xA}Gw#r1#wyK4hoo|81L?woXsI6HG
zGcPZjVVW&g_5I!7OZ^*@SRXuPEqS@<#x_t<cY=$J`NKi>0}Gu&X3c0yZT$WHy|SjJ
z=H2hu`*V}8#qX1OaYypR+~|pKg+NJSs#Z7~ml(^u(|gpp4HyiA`{isWSeNHjR8}tZ
zoUC?ZclrCv-(&aHNM2tbU$5xO&5(6{UGLxD-)Da@%)6HYt{*2V7Zx-B`P+DR_tkry
z-wat#yU5AOWn5n;d#~oRFK7nuc%Lk&1q!-`OV+w<LDtn(JBpriF&sF5{(bB7-#>po
zytX#l!^g+v+L}n?zY**AvW2Wpn_SNZ%4v}&5*WnvLaN1Y9cMV=Qu_KD=yu`x|7;Z$
z7#tlPR|GBP0$nt|CU&=2znm=-XouIn4>kJw`V0payZ6UQHEhXV{@@rWq&x)Knt3|a
zUK_BU=344K{n+jN{k^`k%?@UmC`E6}VQ6S6xutyM_;Ka~myf3`%M4Ea?g=Uau4%`~
zXoUH^jm?nvcUTj$Cc@CB?vDh&oK3~7s;QH@rrw&W9sc0$+rO7C^E3STa9H5U$;s+x
zZ(EhVYVn(ErMWp1l)|f4vT}<h9Bg9Ey!Y%`S@_bs7W`}qVO^b_jnk)#7d<=EImfd2
z(DCE!)!*J!J}kU=@#2cKq(t|K2#HnU>(_k=13CT#&&#_E_qONDXI)vb@KWC#=HLxJ
zQ|_sJZf56Cy1FVf<KCX1m$$RBvL=3gb#+I{%S)HHySlnQys|R*#f62<vERHvUU{;j
zf+=Yc=vIxJn^K+kR(%cFkl-j|TLrq@%JtkFOT)A?GnV&D<L*1$-M#udKR5vwG4MF}
zTv_HT?c(O9q@%<0{oUQ>{(k;jTeI5(7rQMCSsCOnAHF3cFz4PLNzml7yL>GRKR-VU
z3yXq@$(1F)_(8#<lzxoihzn>h-U7#FpQ@arU7{QF?pjH|2W7hskLn0!Cy=vU$__KM
zfQ8<)F>-*Cgy2nHX2?Y}o21zkz-m&=d7u~3<Vk>U2oRij*MI?3{VFN#PGq2&L2BK%
zq!l(T?H1Pu-OOho)ti;y+R@=5YBiV7&dyFFYRigS(TYq57+U6Bd33bfu<A>Oj8%!p
z+qD9Mf|e~>p{pJ|?zeYq=aap1k87s|o5GV4G5xrnK3Qwfb_GxuCvcGq=Z@XGSMSwT
zQc?<4QB{3-XJ_#Y%VIUFvNs$IJWd{=JPs#b_Q=^v=|*om0y-Gx*)bz^B_+@u!V7b6
zZ{y(LIB;U3a^Tji&?%b1ZRRgLME6)JFE9G|$Q5(}oo&^Zgb$7`E>pT@&z7$G@}hCZ
z42d%{joD|L=eq?3O}cekN&JYmNs*R$-W>*pDH?%JPv?SMK5vq$H`9cKl=t`cT2y~q
zv+B3v^&<=|bG*E^Ys+a03kvSlc=~+t^y%XBY$}_IpPyT~N4dxq5<f8$+S}Rl?(bXs
z&FloLAvl7H9IfW|nJO&dVpDKQ5$2b(X_!4*I%<2~+HYYUCp?cFIdb6aS>D>;-+VuR
z(~I2&;!M|%H>+H`$h8}EPmEW-VQ<ej?<cP$8U!pQ&CSg>*PWedd_1lC;>(f?FH6j#
z=jWWBxNjN*+txlERfZWhm7l!jZ?B0o-m!CM;?q-8yJ~CZ`lXjWcUFy?J!#UU2hX0h
zrJbFX`m6AVmB$pZ=M4guGtb-q|I@m?wY3#=C%A-B3dg5sXJ<dFy}BxN^GUm+Cnp*o
zAMaOAKR3rLa(>SFz<twBeEj<IGW+M}=Z|m6yeuFiGv^`b=A8BwD>Oi})oY`+2EBRQ
z-q!Z$vcJ9SLZ?=d=wMD&?`fdBRpWoeDHfITICRW8vm$VDT*d7(GmSwvmh;G3i5%?~
z-+ntTXYM_RZBISoy$@{GD}PcUWtP)X^z>BX|9^ii3LZGL9elAR^KycTl<54cPhP*~
zj*pK&dd>Li>3wQ<@811s<uQeCS%RP-!-BN4vrf#lHh=W^@yC<u^B3gY-1Ongmm|O5
z@8@UOQTkeJ-`{W1CRtZFT)RXXmoHc664h!cdwVPK{=QoMHPZuko%!(a@WW@%+G>A)
zQ#3LXGR?l`^6kydhmRjOuZ!JnH}|R2t+LP0e0k*UWJI+>9Jb}$eDL;dub6IB!slma
z^=-`T?Bo_MT=?UB{lDg#pPv-d&&|;YT_w`g)U+Y@wi&~LC7zQ(wa<$Zt2J?Zt$bfy
z-%<GZ&ENBjOTN6k%<i^WFnGD2@AtnaPo4x-iFfYYxv)B1p8<5i*~g>e@eg{<?={Sy
zFK=UO8@MGS5VYh^-G83R&*bzl=1-UX?H2|u_4@GXlhegTu7)Wm1dbd%x^(xsySvLj
z-Yvfms_ZnPwrJSc+CF^!y4x)GmV%X))!F3b{`2|x`T1XzSmoT<pm_HB6Z88u%nF~S
zCTNGRTTuW1pGM>+l|6g*fKK@?dwc8QfktM1o3dYDUKSJ=AO7?6v!JMGE9j=1@O3dK
zW}EASW@Lkx`_25bQ>lo>hEY+8VbbzBbLR9kG%(DuD&;ym+uZ%%pP%#jO7HBiw+9`%
z0E&pl#>Nwq)%nlOv1|t2#0VNwYU7m-*k4yW*{;uT`C-sSKxt>Cz+;`4mT+#%zu#B+
z`Psu47Z=~yoX%go%=FEbmBAU8mYn>5d-vxZvp)Ujf3Utd<d(0Jq<8m)0N&KuhAKve
zLdhqLj_osxJof#$b+RVg%zeqS$4*4moV_9J=`!uaC57ZO;TZv!os3;wG-~VWf0XUd
z`)>BFT5s>X{`TXG@6A7N`Mvg?W#04J^Uvq-Z`!>1;nSzA@$vC@c9n8lm%VXl=ab!#
zch?GZAMn-t_wUPFm%nS-z1y0NU#<sqsgAL+FefMHjs5lZc0V34Z^^kSG+EvM*qfW1
zFD`Io{_^^||JFah-|t_4BrQminVs**6wTlbb$_eQ%r@sgcI;Tz+udbvozl|OYHDgi
z=4*p4WV^Go803KR^70uoXM)ajzOkp$xa{4XPSEXAfs5VzYu<i(xB17P&*wLmybJ=}
zGrHKVw`t)*#YKx2O_(yJWziy~88c?A_-bGNPNu23`Qgi#pqqvFe7zR!;q866Pu6-v
z_I14@$Br$k{r!!B0aUfIvnL<xkt`@FInuz$9P&Ez_O`e8pH=_-l)5GFu9T&vCFu62
z<@4*hzI-VG)ry9Oh8<m9P5u4-$IS9>Z{xkaJ>Px0UaWwCKtu8KbBWK-&9$ifr1J0c
z{Qm_j#P`~<yzC8L?#IdS=*r4qujQX^J*r+YckkZ46H+6WEL}SF_VUQhX-<<=E^bQo
zE_{7WxA&X0d0xkC^ZcwM`tkd8R)wxsi`tU0P)uJ#Ltv6h=epS4tB(GE|No!A$0QYy
zWKeMM)myttU#q1=if!Du@%*OBCC>iEI+Ya_9H2A(i=X>#t%!@8S5Q_a7P=}#@aNB;
zP8^DxHg9fK@jP_;wD;>>pFVvGv7cV<Gw~m2d-8<TNYKUUi_e}v?|)*Gj*_x+=*Bs7
zWD1|3lkMG?er}FnT3Xtn^XL6_=gpd>rQ#_BItIV{`}_OxCpPIA85@UgY-wRp^qf>s
zRu(3k@5BKr0WU6c<yQ2Zv?6~0zFSqFK7YR2w=?MF%a@0)T?^Z>bLYyV-QC@-DxQmy
zkN4fW*H`p8_x?Um*qoVZ?5<n)<b+`0${^Lm<YZ+oZtl>JQ?<jnJSVkGoH)_L!y^EE
z)40>LRM1`6Yb~dQ{wgoJwk9&^-k!>&$H#j8x61tGKW`c*v%W!q@xa~P4qjdF;;-M7
zG%&sT_w_XANh&REZHEpWa$3B0PyRI-8JP#qpSO2(aNOBb`FZ8O#>pz2|NlI<2c09g
z^~Z+9!yA&1^Qow+g2%(R3v%tQ{;n4!Vli#b+_{OX*pFYjxY)h$*OyH2`s-aKf!Uik
zZE^|-5U~6G#`w*Rjm&?4e-Ga(DJhv5JAdlbtJ-J7J@X$OKi46sydm?l8t82Lw_OLe
zW?vVOmgbh0mfo5;^XlsG>$~Qa->(&)H*a1?e}B8cqn+zI*2V3Wnxvwrp}{e2+O$;_
zPftxXtp1i$^5#Zh^33DEZP)qDwF0f~I&|nz!P{F~#dqDb)z#%?=aXqzyjWSyXU2kS
z*LIa=|M(4F`qt6a6|_5u!$vCW+A?41tv5OZl?}?@#q=sBx%}#3<q-VvLg&C?=kM#Q
zUx_?;x9<1#ztU%Co9l0Xd!UgyVo!x(-M^pdPo6wkuwsSBRW(l`BV*(FRU8fN)4uQa
zn`_1JA?o~@*^?$MD!m=IHF&w-!C3yjrOC(p7#WI+iavb39-qA>Jtf6~qw(|e^UMr6
zxw#LYK5gAw{e4m7<}{E8Zf(hI7SoMdQ1tYa)!EqV_m1?>{r2|u;<&w49zH%tTDiq9
zY)Euw=<jNL^e71w<WsdmgQC-p_sN0|g7KSg*L&wqjEK1S>RT$FPH}N^Yu2uvZ#n(R
zlN5$q?ao_sZ*RNf@Y>`%1B0B1r;B6A><9evc0I1$Vh@jW3ZFQ6@?bMN|CLWC&zz}Q
z$n@mno-I!=?5nK?T~~7Q<Vh*k6SIHq^c3ai7EpR{F}!KHpXTRXRY$H|5lKr+i@JSn
zZFGAhGy9=KhnQro%UYV7na`X#qu?p@?aj^R$H)60|NHyf|8LYSE>Y%YcX`kCpU><$
zckZ0U(gPcxtWiH6l$WR1;Qsh;`P*AdxAv=eYG`N#{FRfH?Y+4<J^AsmUJfp<CIO~p
z%a*;kyqy2pnVFxD#j#cf+n2TRO1F7VRs*$&W*DdQHT=KpVw-crVC%lm&(0n`(kYyn
zo6DP@pMT@#&4WjduuM`(e0^=LMftls#<lBg^z7~B8MfHTp1yD);C12F%Fk(E-rg1m
z*>Pi|vW%>3Vp<wo<TTJG31#;_n{vC<&#NLgFT3{b(vP#V&96S1q_TJ8{MjKNH!vtN
z$@RKlXwL7S`mOx1%rd{ZT;AT^b1aM9N|`fPf|}SrK0aP=wfB0{%9ShQVmbr7rfP*M
zcnXEBkLzt@X1BX)v}_r;qnvhjR;&HLAI$B1vWHfMuHI1fH7g}OU0F@-nP~dj9`mos
z=^q{(<ly5wc57?)$Ft`5A6!`I4C;^W*}M1Qix(?ig~!D7NE)Xt2wNNF;pgYJHS6k?
zYm+BT_~29-vNDL3q2TYY(kts?qt~uov4X=q@6H7cr>3T+gruaV%gg-_pFHWgR@c@x
z_G`$t=@YMS&Az^6TY7r>>aWUG!XFLyxO{Qpm$!4Ns<N78lDR0bMnqiv@r#R#xl-MJ
zEel;8Cg5cA{bcf7tI`Ym>+7$klol2iuF9X|-Tv;w?6|*SRr8O7&N0coy$uvk6I47O
z2X48(KK}UI+uJ`LWS7qnk>8$wKa4lDDsE{!OGfpV&kLQ~1A>AU3GT1?X%rI^W75?>
zX_C;|qwX&SR;632%{I&BdT=p7e_^WJ#J|74J5O4|_1Bec@6U(^fs4YSt3o)pW?em$
zzyI$tsU&8bSuL+uuitm*>gw>R-hE%XmM>SobN4Q&yOwifgJbsmCr?tY8cfN)zAkfb
zroFwreEGXOjT0wMT=l`g%&e`mlk?K$%kg*FE_er8sh`+W`B^|zv=wwmbM^OkS+!oz
z|AJ22Ed2g1HgwO56&#I?jrukIhaVhlR%|(NW~OoIacKq-F|njmQ#7NdZ`{23a4WYs
zC=Rw(1O!aDw$n_-vuWzotH!dE%gV|=eEM|g{r>-buH9lQx2meCC0$<TyCQ6@)UMLk
z->$q?sk&RhAtq=$Re#?PCSi5I7D%s$F>+eriwlZNmM(p`xZlnxCuhwi%}Mia?5Q-~
zvv)6O-WJr(I6K?Cy|tAUdI2T3xZZ>7@%64#wL(Aqe!qXQ?`*S-TU#_^VqyYThw0wg
zQz?A$;>8o^&mW(n861*)hjD>(J6}g<r{no~whv#u;$miIuBfhFoO*g1SDxY2uMgYh
z58b;b=jrJ=L4~uKjW_6a|AED;K@Ez7dn!Lac=d|Q-roMs{(AY}-`^i!8@>I(%a=c$
z4sQUJa2FT5E9>a+^h%q%ou6l$n2^x0Vui+y8#fLdJLZ-=6Xeh2V?B<O)qFpkRG)v~
zzyXGKe)(fdy{BK;njQY;&d%WEnS8QV39qlMeQ|HE^(?bokkhtgU*}sJy<N|Id+O<F
z3w>vs%`ix0N=i<C`0!!lmMtcr&8}^2pmEL%GZwqtzACiny6E}_flvYe&l0Eizcx-h
z#M08*x-e>M76(87@it!R2XEf=ELozm=kq!1r|aHF%Fq94b9zFaZRURq3yT$M>uP>{
zQ2h7zeSPxDNva-RUQW$yyr3+5RX{vFJ>6%v8Sk`d(?GXDHnDPVNIuSIVQrm!dYbMG
z!{oMGyQb?#x6QMye)QqtVNiddskwRLj2S;pZJRpp{)WWEA^+!}zE=~cWnv<7zwWng
zPjBzWnx93WLvh~k{VoTpeL(s6^~SJ!=`GuCOj7mUQ1H+Rl*dm`(>;8wR~pn0*s;Sx
zLP{!2M_53hA#`;Z=oThHLBSs{m(PFj;zftBy5E7bXMJCrfrkA+Won<i{W>c(dHHWk
zb>r35)j@4~W%oW8FE6fVXJ@zX*kMuf_LgX8XXlGMJ3j~K-k*F=SgBT(bJ~@v$6sDv
z{_x?$h1th5_x1gd6A~1hy8g@iCu<@%gG!cLTeA<}zaRf{OPsdN^@_qhklP7etPV3l
zhDJ)-SRq3rFL}5Hz=JE7B*h>@BTI~RAVVV_=@HPOk#idu7Mgp#bn)Srw+pcV4ITdt
z{`GyLu=u1&5e*llmsWj!#n7;2i%F}oqLR`j`|$N~tPBxRQChP(LNjz6Ui1cm&g<H_
zQ_;poMpaeSYq_(F%Mx=hFE0T(Ilk)ZYS8X{hV?BIjCiK_HM~fjZIsIO>&r{#`1p8G
zJ^St3w-q5PCtb=E6cp5a^zd*yXu&q<^7QKOc`R&fs~%0&4iB@iUey6|%JKX6<&Pdc
zI>RJW=+EE3Q~laIIz04m+`bLk*|aulYm)%e(W6IKgsz@;DKn7u2vf^FkH5dZHt*eQ
zyJ+!ZMuug}mQ6_Qvrti5)a5=&B_b+nRa@-c{q^#emX;f~ZEM@RckiZ?fvrcFp0KvG
zw17^p(bLld4QNC~dwFpk>zD68a>PYKQgWg9biEn&^>(X5S1$|LChC8Bnr>i7NDHVd
z#>&bn;8d_iTTn36gO!z4LqmgsK|(^}z_n{)Z*OmJ-@0|{p_zfMN0^>irlzGmnw`I|
zap%sR*S4AE-a2sV6xYIq3wPB1HUnKfQ~dm#qNXM%8(YooQgAQz%a@k+cJ@u1HwT7<
zuqd`bg3E1MYD7fDfos>MJy%{LAy;|+rTqUN?4UbNMa0FG&CSEt>Z+))w6?Zd6hG_9
z%1QnF?Ciyj$?l*#<!@|A^jZ>=ICJ*w#dUvw>F=2bS|*%-f1kdha+T<g`Y+<&d;dM!
zcQOBt{g-8r7W{ZVVZwxl6DK@$Vs->%SEr<?)YR5q&3p6e!a`=yD6a2pvzJ=FRVS~l
zk6&NH^~D^`fF#CGJzid324!y|K;r<t(&pDP&YwEv<mbmX%QSo0#cPXPxmDEFUn}{7
z)9T(MiV^2Q*R6T@`yc=J_xDy%mC4MIb#2Yci(#A7e4jjhx^Tq`j<&Y8^(Ovc9koZa
z70xT@>+@e;=IdNgu;Eo;S*oa*7*oTw&f1>d-mAYrbIyXHCVQAZ@htP1$&{U)eU)d?
ztr;_BFjRc$dAsS|-QCNtEnjo#(33wuKkLuZ+ROCw=TD2;Ut2C^23Vqa=GV$EHofs0
z_V!{5{+gzyqS|3=4wT=oZ9j9yhoM1$>HE98&Vhk~mo8mO$jn?RRTXL_^1ATm&6_Kt
zwr1@-ynbEWUM_|g_xJx_eUqaqQBF?IYq>*x^KbY1!uv1u-%0;H_IL6Ab#Z&UuC0yM
zo_j3YQ)rIF!<C?sxwp5svoowM_JrPN_V3Tn6@iP{_UzfSA@MNVR=acO&aDVu&iC!z
z-PK=B|NVNc|K{dq_HW<5J&jWZ4|+Zo5fgj#>gwtbA3r{1xqQBp^+fQgvu9nCk`}qu
zoSLGkp`meLk!v@o1UuF%t*oHHkbQmK(N=Epkp4%#{r&F8`(!uf+%)2mw~M*{QW!Mm
z`jS;lLI1?*)7(3E?gV8Kt!Wb{GM1N@gG$TC$9fOHy}jMA{9O#_E@Dql&l)B%kfzXx
z8m?>J3Z9d0z2BOB{n$e1_6JX%w1C=~@9ymU@b#-}OpHu7cr19;g$h<!NfwSMu3j{<
z^UFOrt-s%8ZPeC;tgNoEwNapPD6i$A59iuc3N<!178DjX?%Zkl=FOW6yUX)qc9nR(
zyyDS4VS>PkO+4o2=1YSY{<o_AW%B3GpM>08USnfp&|TEO-|r8%TFa$xYARa$>x<)D
ztI~wDv^LPtxN-WqCv(`W%ATK-1ywzBt;^fCZZ%Db1ho~negoZ!z1(kZLSiCgc6K&s
zGeP~|uhaXC*ICR<yU(Erx{f;U?yiM-cXt_>o42oCt?lIGwB;PD`zs3;Z+=j#c;du~
zKOS}KgMy)>g99|4``}=6#s9zGr~0iw^y=zr@jf}*uDHEb2hX161ue9HbhJA#AfQ25
z-ETqQVmGhl9{;D#oY~pNEA2Eb^~UYnt8GP^rU;6Qv)kL-@7TS2arygu2Il6+K`o$3
zlZ0B@+O+1zwN9Nlkuf|xJR&kO@yd$86;WHYK>HCsd?+Y+eT^4%)S=Z;E@fR^UOqm)
z4VyPNFJ7$7Cuh^~;X?tBgn`4___Q>&StglG+S=Mzn{%I?naONzZ4Ekp=0HR6uDv<_
zoAck@*~!e!&AsRQz3LBNzqa=F@`B9o=-{ZRs#3DEi#w=W!OIbJrBhhFMa47e-=CkW
zZtSi8-ZFXe<czz!wl>YYxH0*-OJLx{s5h6EdLO!RBckTp&2+9**IQrS-HooOuI?^-
zdy6wXJbdZpl^^o%?o!Rk&2>FL&vvR`>nRRSPQgt&-JhSIUwxFFPevmpQp`O6UWmr#
zuIC4v*&qG-`r3&@(QlrOri!Of_O&$^Uzk^Y$w*8~Q!_F$3fWlu`x~d{q$6FT+9lKS
zT|b%peg@KXV`H+^>2os-olk7idGz>k>7>`MyPP+OY)d^YCLtlQ;w*2_&Z1P%i0tt`
z+2FIg{B~Vm6{_8vKW)yOITv;mCeN|2k6XBA#hR8D78f_Sq=$!Ey_P%u|N6M!UP)b@
zT~Seyp<#FV`>eSKrk1?__VzXd1E{aQW9?eql*qP;6DJB~hI+KMwMqSUoPFYi$B$pX
zRy`ACZs3!(THx5sc4JHC<<&kL4^_>oP0q;Z2wNMKdBpzTk7N$Tig_PcbR0y=o}H02
z$+*Dq?Af!dk7Bw}D{gu2kJ(>0*LeP`&PkJmdStD|4!85WKR(tw)vx`Zww;~av}x0R
zJnpv#-SS>sTpSS<rKF(Hki1y*+PYY44n>2M69Rueoz_2b;>3Ytz0!hWVr_+wj~zU6
z#O0;POT);>$P*_|I)bJ{Z$)j%XngV{g>}=S{gda;<z=w(uV4~W;5vQooZH!1rlyZf
zv#+%XFhxd2a;3OFjoh9mYh-K;I$dpPup$F!`&3nxRob~ZD@(M#%<!JB2P*CF?kaVD
zer~Ryq-5tp=XTI6lXDwSpw(Wkv&WCK8>gQ;a&K?-#Vwh^pd#n*udkp%P*4f9^zvdO
zFaNaD*8V3>pLPxmoVf1tqWz$Cyo<c1YQ4C#bMvK@FHG<4T(aTNA*YaaF_Fr7IXP>x
z)c;PHG^y#p0f#MlccUJwIbPbkXO9i2003?Gi`u&C(#s3UTwGiM5fL317rQ4PY+_|-
zcz1U<s52h1uf{U%%#6mWudg)cq#jMp&*%5|_y6+drf}%$FjpTR9w#TKgzW6@h6aYE
zmlq$OGLPBjrA^~xnb+;0KKcKDe<OC4XzJ+dPW5wNzmXwuMrUW|HAT+v@9qX~o%{*3
zFcviHaq1M;Z1em!6;H3_ArF0L8nIrxc8!CFC&WrrYw?%j)o-RA0v$wtb5p8C*&7LN
zfmYB^gR)zXLsr(RSJ7WVE`4~o{l}-%`WLt7$45j)YR*xes`YpOk<ToDw--KkV_{`Y
zys;rs!Z4}j(#sdNd<TOf&dxFoogN_{E>->e?e@~SLQ_ElizTnFaBk1Ld+6QW-HF-R
zt4q8@<Fc}}!q!AIZcIL|WNa*)nVAV{&b_<4yM56jB~Xv*Sg*9#^2o%gb$M4;1Ul=+
zRRybm?=7097t2*%Uf!!{TUS@Nqx!qvd(8{ROMkE2^SNbJ=;}|e+U0KSF4t${lj&F&
zyF2OSrKMiWKSw1nF4~~xJL|!tqum-B8Ufw%_H{CoR6yhQT&Zpc7U$2csjZzjYgX5c
z84@NrHv(Qx;pm^&t>1Fs#>V7_4<0bEv$I=RSv@+^DZHcLA(M=(Y-M~$lZ}lHgTrIZ
zx~1Q@gszW^eQtSC8Pugd+|F<MXz6!B5pnU?R;s_G^Y{NXTNS>(Z?d|7))rM&)sHfc
z{Gb);wpCw1iwHIpK6X1{<iB=4+kMs6uWxP&A3b_BVqeWpt#1zwGP}6AEC^j4meqe(
z`L33xX5;?-_I`6L8g-+$t(fQIcB;6r@Zh%G+o0JG7gyJn|4j4lNR*Y8b#!$dy0FlB
zs^8{ApT2)@7hqZ)wl=7HeZ)qlwzjs6>+9wkbqa!7Vo#o=ELpZ})zSK2FV!JcUaQgK
zPc@%Ts^8dIygbTLUS7VxTU`Ip{rm9;&%F5a^E0T7Uc6X&(c;Bh@2z&eRj5{C3#vI?
zTwN3Y{P?(P<^}(GHl2Tee_ves`kL4B@Wftud%12g-KP2T<*UBFT6*!{%jNU6CW!u(
z)z{a5^6XiWT8XVe&JBZ>_V&f$>*GKZNsY|x8%ke?`OLGK8NOVk<j04^k{1^kLAfCz
zL1E3>wV=~}Y^%Q|{P^&YgPS|p>L^$0$w{g^DnF|k85@Jj7&+Uj1(}zZF*IyUJ`NfO
zla!PM-6lL$D>TG-;rY4N;-F;!K|w<8344|NZ<$Y0Ss1w3?Zmlr$KKrBY}$6_`s#51
z*EWh@IJgCDKRh_d3`*U1ca`oae9U&|&K-m7YdRIx)!K8TTAw|A+S=06QgnMOZ?Zya
zWo4zJzCQo{KcBiUtqiH)m$y6e=H_NWIk~<yYjkehys2nlAdq~lC(vpu*ZU_YC(p2}
zwVE_}^2FJ*x!Kv-d8AA@gw_3?d=Qi^E+}xQs@ipJ8)$+k@9r)Jx!TKiiHBHZEQ?s&
z+}uF7WZc<VY&qwnXw{{Cf=&l6Ufg)+DLbD`$JN#0`&WI5tA_X2euT1vno)wpcIv=Q
zKc%^ejF9<mg1y5pF714>O**GR<KR|PrzidT@^V7zKTZ{;ASV0T&W@6tv$ISmq)IOL
zpC5KKDLMJ$*X!}xGp;IoPuDv-%QSn-HqS{*9_PqqUSB7B=gytDS5~T?K{?eO9a>hP
zt|ym9^{3t0*Y(cKFmzs+^Y3}PeBFhphKj1HMH@B<<lf$PwbD;Vq@&}W4#>M-8U!9q
zUGx3k-fI2aST{E}{oGg=myp7Z42nuYHy#{p{&<+*o`E4HvQ6hSsPnigmZPziTl~<`
zqpWIbY8$q0J-Q-ralz+jzFWWExPANZ`SbjRg@qaS_E`G(_<#=kU~s6Yu&^q5(I91-
zb>PMg3D9s!M8u3+pZNIre!Sg&zu?0I$51&?n>*m2tpaHFdvn@ZP<!*$)zyzTpSN=k
z3!4@--?5qP;GsjHO6<kGz1BK9Itj_i&7H#PcI6LMPa7TUlkI+cd;8(5S4EE<J62Fw
zcyOL=waG6z%OaPrbywEM$A6udu{rOq)zxni(b0?Z@9#Tt;zYpK<x7?vxN=3LnT_{S
z1uru*v(GG(mpiw$cdSq{46tHUTGW+yWkukLQ>PB?tNs1qald`moGJYhhD@O5`UFL1
zgS<NyF*}P`yT$d7%`{G*Fk{9FtuPf&CoeCqUteFhPgHgX?Ow^au|bhRK}Uy2PfriD
z=Y)rcM?hA#x1oW7L(!n>O9lhDLv!GOLqtSG!mBGQ1)LVR^-8U>ImOr7)zNWaf}-<<
zO{v~3ZEc_i73gffJ~`X2Cr?s99qMV?nwpLM{rpi|vsx=ZKLa(+L0#oJbLJQnJvs5b
z>OP;mUC)UV9xN;@2M!%#>K4;=IzP{L;=Fl$+S=L-2X+=efAIJ*v$VAInHh%6uCA`2
zT$PiPV{%PgNT}(-g9Om5@8Nd-<MZqPb-H$o9lU%wc&qKXbLT*7ApZS4U%x2*{5(*O
zy1TpFFyn%PN!Aq){kDsOf-h|yU0ke01qBsTBE^>b%?&!r#LV2Pb6TpFU*1kf#ZySy
zEGMA*_|c=Bo|BIJ`uaN5u)4Zh@${w}yUW)fs{(Zo1z%rTIk}*yD5!hqjvXBO`ue^5
z*!kr|HtBRbxASo-wrFT+37KYH5qQ7v_qrYR|M#tm_wnhOpyKH>-!4{E+9YGbgw)8E
zmX;N3FW<czYm$F2=JD23S=ZOiEhsGw?e?6c($m{}bgFiE$i~g-=eay59hs!+9kTJ=
z-QC>5!NC(JPF&cvbjcD9W@hHC->r3ZeI+C$IxbuY*n0iv+wJ#TKojWCX6J`&oHR-3
z;xb?9z|CpC6KBuX2Cc_WOi5Akn{W5`NUoxilA;AmcZWxR?#)fC`Fp>LfwI7zJ26-H
zFY}#!=*}G(c0QSa*Y6)ZV93wU@BIpD4t@Q+HhTMn*|WR1<=%eu>FH_E1`p%srJtU7
zK6&y)K|#Uc?Y#;8cE32zojcdj*?BQy*_)|-X1TW>e0qBN{GVG(LCaFAtE;cRU$<`E
zhAmq{)^1+1gr%^s@W+qG{ei2)bVK*I@k$>$e%w7bHhOzrs{qs9s;@!S^K)}@K(pCf
zzei3|0acd^7BI}UE_aKFkWllV2RaDa?)x?Y!B7>MCRdjw$Ms@&wSXo!WsOukg^G%b
zt|amC@kL#qJYz;j=H+D%e|&trqx$>0TUMVwe@;wH{OD7;bm>yZNh&587aSI!y?Ilz
zv$HeHFgZCnB075Y(KTz<6g)oGn_hMI_|=uc?#kbOSpEO=*<VCV?9j=Ro{QrTxA6)}
zORxTAYicU0s;V0G+iTL2Lgsyo7b`FGo!ti7wSM)gXz+5s+IMdilvZVchS*+$qUFkp
zKxX^DUnXCZ-nKe?{km_vJ3Bkw=AWLffB5!o>Gyj+^NHz1G+33sI&k6yhoPY%C|h}X
zdBsKkTPnAI<-gGN!MA^ZQBhS@oscTIyZrq%E60U9ckXn{IX};Kf(mD3WaO&VsxB^H
zQox0$LuGO7mDS<=A3uHs^(C*i1=@DMc#&aK@qyvu#fw?a6CXW(Jm0E+)0;PM6j}~|
zroPt2T5sLPEv|Rq+_`r<i)v@C3SZABEG!J_J}=f)Rds#)z3S^LM-Im7>gu)Oj;FY|
zxt(ijY@D2&46487fVP?3-j-XPxl>qh@5u^&4#A0X2FAwBA71?HIsWta@5MWIM7+K{
zRnD%a<IkTz>g#rY@jCc8926abf`SW8`#1G}zq%}PbJ~WD8yzDeB)Yn~LO$NO5dk{F
zVBfxd{xQc_tDQEgsi_eV6<zvG<L>9@=au#J{MP38%h@WNF50>I;`66ZSJv$-dfN3$
zGa|nBtLU?Hb3sLK^4(pf>(iV&I_?>O21u7QY&zUxV`HPxa$tsG@`J~Zo4uxLfwt0R
z+}@_^)+f_>;X=S1%VIY9x*v)>yu5`UAGv~twn0TyzntyAZ(F^lfBgFO=!uESg}=Y$
zu8G+R%I=^UR+CR0+}zF{9vpM#%t=U2W(JiFb9i}pKCG|*%kA98<9K^p?#1o-@iDv0
zctI_v#fz1X^~?XCbZ@2j=dah}lfS>a`{O|~KWMIh(IO?#$T6t4xVbq!^skJptYP*w
z9nf|5;p<`o&xRNM{FDl6nmsu&5i|<VkZ@vxqJgPt=-InQNk=$x?(PzOe5|*5`*!o3
z++5L{VM>dxvw{YIS*OUpy0X}vzem<u3{=vcWxce!JfGpfrKR2%*F+lYL~r8>Ugp!-
z*vR<i?OVfy0}P;kPww1XZ2_hk7Z{?q=N-MWGT5;2k;{!+x0DnV7_MErCSg^wBI^Ew
z2MJ4-FHb%<#}YJhX=7^}%Ia~mlwZa|AT2G8gO~Scczi9Zv9U3z0m{M48+w*8=-xLw
z&3{Ykp5|uX+_8GK_M=CS3=$8qfI3&8L7^T=;|WuzE)8p7I50iF4m7lpbg+qam9}5$
zt1FJn{pLP+{+yiwG+8VpBqSgyxw0(yFKC(Dt5;nQ54S5@S^ZkMt+QjrqDe<S-&qS9
y=yY-UA_Gd2poSBz+D)MCDOg9<p$)K~_2Jyt7W^$c8o|K8z~JfX=d#Wzp$Pys=ZXCQ
literal 0
HcmV?d00001
diff --git a/Code/MonoMutliViewClassifiers/Results/20160901-111040Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt b/Code/MonoMutliViewClassifiers/Results/20160901-111040Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
new file mode 100644
index 00000000..bb847d20
--- /dev/null
+++ b/Code/MonoMutliViewClassifiers/Results/20160901-111040Results-Mumbo-Methyl-MiRNA_-RNASeq-Clinic-MiRNA_-RNASeq-Clinic-Methyl-learnRate0.7-Fake.txt
@@ -0,0 +1,383 @@
+ Result for Multiview classification with Mumbo
+
+Average accuracy :
+ -On Train : 81.2688936756
+ -On Test : 50.0
+ -On Validation : 71.5555555556Dataset info :
+ -Dataset name : Fake
+ -Labels : Methyl, MiRNA_, RNASeq, Clinic
+ -Views : View0 of shape (300, 11), View1 of shape (300, 15), View2 of shape (300, 14), View3 of shape (300, 5)
+ -5 folds
+ - Validation set length : 90 for learning rate : 0.7 on a total number of examples of 300
+
+
+
+Mumbo configuration :
+ -Used 1 core(s)
+ -Iterations : min 1, max 100, threshold 0.002
+ -Weak Classifiers : DecisionTree with depth 3, sub-sampled at 1.0 on View0
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View1
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View2
+ -DecisionTree with depth 3, sub-sampled at 1.0 on View3
+
+
+
+Computation time on 1 cores :
+ Database extraction time : 0:00:00
+ Learn Prediction
+ Fold 1 0:00:03 0:00:00
+ Fold 2 0:00:08 0:00:01
+ Fold 3 0:00:13 0:00:00
+ Fold 4 0:00:20 0:00:01
+ Fold 5 0:00:26 0:00:01
+ Total 0:01:13 0:00:05
+ So a total classification time of 0:00:27.
+
+
+
+Mean average accuracies and stats for each fold :
+ - Fold 0, used 9
+ - On View0 :
+ - Mean average Accuracy : 0.0513661202186
+ - Percentage of time chosen : 0.94
+ - On View1 :
+ - Mean average Accuracy : 0.0544808743169
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0560109289617
+ - Percentage of time chosen : 0.06
+ - On View3 :
+ - Mean average Accuracy : 0.0510928961749
+ - Percentage of time chosen : 0.0
+ - Fold 1, used 11
+ - On View0 :
+ - Mean average Accuracy : 0.0677900552486
+ - Percentage of time chosen : 0.93
+ - On View1 :
+ - Mean average Accuracy : 0.0688950276243
+ - Percentage of time chosen : 0.02
+ - On View2 :
+ - Mean average Accuracy : 0.0701657458564
+ - Percentage of time chosen : 0.05
+ - On View3 :
+ - Mean average Accuracy : 0.0652486187845
+ - Percentage of time chosen : 0.0
+ - Fold 2, used 9
+ - On View0 :
+ - Mean average Accuracy : 0.0551912568306
+ - Percentage of time chosen : 0.93
+ - On View1 :
+ - Mean average Accuracy : 0.053606557377
+ - Percentage of time chosen : 0.0
+ - On View2 :
+ - Mean average Accuracy : 0.0570491803279
+ - Percentage of time chosen : 0.07
+ - On View3 :
+ - Mean average Accuracy : 0.051912568306
+ - Percentage of time chosen : 0.0
+ - Fold 3, used 13
+ - On View0 :
+ - Mean average Accuracy : 0.0820994475138
+ - Percentage of time chosen : 0.89
+ - On View1 :
+ - Mean average Accuracy : 0.0809944751381
+ - Percentage of time chosen : 0.04
+ - On View2 :
+ - Mean average Accuracy : 0.0846408839779
+ - Percentage of time chosen : 0.07
+ - On View3 :
+ - Mean average Accuracy : 0.0806629834254
+ - Percentage of time chosen : 0.0
+ - Fold 4, used 11
+ - On View0 :
+ - Mean average Accuracy : 0.0667934782609
+ - Percentage of time chosen : 0.91
+ - On View1 :
+ - Mean average Accuracy : 0.06875
+ - Percentage of time chosen : 0.04
+ - On View2 :
+ - Mean average Accuracy : 0.0691847826087
+ - Percentage of time chosen : 0.05
+ - On View3 :
+ - Mean average Accuracy : 0.0665760869565
+ - Percentage of time chosen : 0.0
+
+ For each iteration :
+ - Iteration 1
+ Fold 1
+ Accuracy on train : 56.8306010929
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ Fold 2
+ Accuracy on train : 56.3535911602
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View2
+ Fold 3
+ Accuracy on train : 56.8306010929
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ Fold 4
+ Accuracy on train : 55.8011049724
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ Fold 5
+ Accuracy on train : 56.5217391304
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ - Iteration 2
+ Fold 1
+ Accuracy on train : 71.5846994536
+ Accuracy on test : 0.0
+ Accuracy on validation : 62.2222222222
+ Selected View : View2
+ Fold 2
+ Accuracy on train : 74.0331491713
+ Accuracy on test : 0.0
+ Accuracy on validation : 71.1111111111
+ Selected View : View0
+ Fold 3
+ Accuracy on train : 72.131147541
+ Accuracy on test : 0.0
+ Accuracy on validation : 63.3333333333
+ Selected View : View2
+ Fold 4
+ Accuracy on train : 75.138121547
+ Accuracy on test : 0.0
+ Accuracy on validation : 78.8888888889
+ Selected View : View1
+ Fold 5
+ Accuracy on train : 70.652173913
+ Accuracy on test : 0.0
+ Accuracy on validation : 64.4444444444
+ Selected View : View1
+ - Iteration 3
+ Fold 1
+ Accuracy on train : 71.5846994536
+ Accuracy on test : 0.0
+ Accuracy on validation : 62.2222222222
+ Selected View : View2
+ Fold 2
+ Accuracy on train : 74.0331491713
+ Accuracy on test : 0.0
+ Accuracy on validation : 71.1111111111
+ Selected View : View0
+ Fold 3
+ Accuracy on train : 72.131147541
+ Accuracy on test : 0.0
+ Accuracy on validation : 63.3333333333
+ Selected View : View2
+ Fold 4
+ Accuracy on train : 75.138121547
+ Accuracy on test : 0.0
+ Accuracy on validation : 78.8888888889
+ Selected View : View1
+ Fold 5
+ Accuracy on train : 71.7391304348
+ Accuracy on test : 0.0
+ Accuracy on validation : 66.6666666667
+ Selected View : View1
+ - Iteration 4
+ Fold 1
+ Accuracy on train : 71.5846994536
+ Accuracy on test : 0.0
+ Accuracy on validation : 62.2222222222
+ Selected View : View2
+ Fold 2
+ Accuracy on train : 74.0331491713
+ Accuracy on test : 0.0
+ Accuracy on validation : 71.1111111111
+ Selected View : View2
+ Fold 3
+ Accuracy on train : 72.131147541
+ Accuracy on test : 0.0
+ Accuracy on validation : 63.3333333333
+ Selected View : View2
+ Fold 4
+ Accuracy on train : 75.138121547
+ Accuracy on test : 0.0
+ Accuracy on validation : 78.8888888889
+ Selected View : View1
+ Fold 5
+ Accuracy on train : 70.1086956522
+ Accuracy on test : 0.0
+ Accuracy on validation : 64.4444444444
+ Selected View : View2
+ - Iteration 5
+ Fold 1
+ Accuracy on train : 73.7704918033
+ Accuracy on test : 0.0
+ Accuracy on validation : 70.0
+ Selected View : View2
+ Fold 2
+ Accuracy on train : 74.0331491713
+ Accuracy on test : 0.0
+ Accuracy on validation : 71.1111111111
+ Selected View : View2
+ Fold 3
+ Accuracy on train : 74.8633879781
+ Accuracy on test : 0.0
+ Accuracy on validation : 63.3333333333
+ Selected View : View2
+ Fold 4
+ Accuracy on train : 72.3756906077
+ Accuracy on test : 0.0
+ Accuracy on validation : 65.5555555556
+ Selected View : View1
+ Fold 5
+ Accuracy on train : 71.7391304348
+ Accuracy on test : 0.0
+ Accuracy on validation : 65.5555555556
+ Selected View : View2
+ - Iteration 6
+ Fold 1
+ Accuracy on train : 77.0491803279
+ Accuracy on test : 0.0
+ Accuracy on validation : 65.5555555556
+ Selected View : View2
+ Fold 2
+ Accuracy on train : 77.9005524862
+ Accuracy on test : 0.0
+ Accuracy on validation : 63.3333333333
+ Selected View : View2
+ Fold 3
+ Accuracy on train : 76.5027322404
+ Accuracy on test : 0.0
+ Accuracy on validation : 62.2222222222
+ Selected View : View2
+ Fold 4
+ Accuracy on train : 87.8453038674
+ Accuracy on test : 0.0
+ Accuracy on validation : 84.4444444444
+ Selected View : View2
+ Fold 5
+ Accuracy on train : 81.5217391304
+ Accuracy on test : 0.0
+ Accuracy on validation : 72.2222222222
+ Selected View : View2
+ - Iteration 7
+ Fold 1
+ Accuracy on train : 75.4098360656
+ Accuracy on test : 0.0
+ Accuracy on validation : 63.3333333333
+ Selected View : View0
+ Fold 2
+ Accuracy on train : 81.2154696133
+ Accuracy on test : 0.0
+ Accuracy on validation : 72.2222222222
+ Selected View : View1
+ Fold 3
+ Accuracy on train : 77.0491803279
+ Accuracy on test : 0.0
+ Accuracy on validation : 62.2222222222
+ Selected View : View2
+ Fold 4
+ Accuracy on train : 86.1878453039
+ Accuracy on test : 0.0
+ Accuracy on validation : 83.3333333333
+ Selected View : View2
+ Fold 5
+ Accuracy on train : 82.0652173913
+ Accuracy on test : 0.0
+ Accuracy on validation : 73.3333333333
+ Selected View : View2
+ - Iteration 8
+ Fold 1
+ Accuracy on train : 75.956284153
+ Accuracy on test : 0.0
+ Accuracy on validation : 63.3333333333
+ Selected View : View2
+ Fold 2
+ Accuracy on train : 82.320441989
+ Accuracy on test : 0.0
+ Accuracy on validation : 73.3333333333
+ Selected View : View1
+ Fold 3
+ Accuracy on train : 75.956284153
+ Accuracy on test : 0.0
+ Accuracy on validation : 64.4444444444
+ Selected View : View2
+ Fold 4
+ Accuracy on train : 86.7403314917
+ Accuracy on test : 0.0
+ Accuracy on validation : 83.3333333333
+ Selected View : View2
+ Fold 5
+ Accuracy on train : 82.0652173913
+ Accuracy on test : 0.0
+ Accuracy on validation : 73.3333333333
+ Selected View : View1
+ - Iteration 9
+ Fold 1
+ Accuracy on train : 56.8306010929
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ Fold 2
+ Accuracy on train : 83.4254143646
+ Accuracy on test : 0.0
+ Accuracy on validation : 74.4444444444
+ Selected View : View2
+ Fold 3
+ Accuracy on train : 56.8306010929
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ Fold 4
+ Accuracy on train : 87.2928176796
+ Accuracy on test : 0.0
+ Accuracy on validation : 83.3333333333
+ Selected View : View2
+ Fold 5
+ Accuracy on train : 80.9782608696
+ Accuracy on test : 0.0
+ Accuracy on validation : 68.8888888889
+ Selected View : View1
+ - Iteration 10
+ Fold 2
+ Accuracy on train : 85.0828729282
+ Accuracy on test : 0.0
+ Accuracy on validation : 76.6666666667
+ Selected View : View0
+ Fold 4
+ Accuracy on train : 84.5303867403
+ Accuracy on test : 0.0
+ Accuracy on validation : 75.5555555556
+ Selected View : View2
+ Fold 5
+ Accuracy on train : 82.6086956522
+ Accuracy on test : 0.0
+ Accuracy on validation : 75.5555555556
+ Selected View : View2
+ - Iteration 11
+ Fold 2
+ Accuracy on train : 56.3535911602
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ Fold 4
+ Accuracy on train : 85.0828729282
+ Accuracy on test : 0.0
+ Accuracy on validation : 77.7777777778
+ Selected View : View2
+ Fold 5
+ Accuracy on train : 56.5217391304
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
+ - Iteration 12
+ Fold 4
+ Accuracy on train : 86.7403314917
+ Accuracy on test : 0.0
+ Accuracy on validation : 77.7777777778
+ Selected View : View2
+ - Iteration 13
+ Fold 4
+ Accuracy on train : 55.8011049724
+ Accuracy on test : 0.0
+ Accuracy on validation : 50.0
+ Selected View : View0
\ No newline at end of file
diff --git a/Code/MonoMutliViewClassifiers/Results/poulet20160901-104934.png b/Code/MonoMutliViewClassifiers/Results/poulet20160901-104934.png
new file mode 100644
index 0000000000000000000000000000000000000000..0d085784def1fd413314e19afed80d64e7126040
GIT binary patch
literal 21901
zcmeAS@N?(olHy`uVBq!ia0y~yU{+vYV2a>iV_;yIRn}C%z`(##?Bp53!NI{%!;#X#
zz`(#+;1OBOz`&mf!i+2ImuE6CC@^@sIEGZrd2_ciW@_rc{~y0wa>zW`v2n%%Grdml
z?w%b}XSS@&=+g9<`E1rSZ>!$q&s$fXEb>v$-K29eH|V&DInVTsN0(kv3qE+N)Ii#F
zqLWIX@YDyt{yyxVe7v~e{j@J%Yi!=RSKgif+v<Al{Mm>9KD*O>Rw9{&fq{WRY(xBe
zMi661rGNv7j%Z_GVqjo6V8kK-;!aa+08txw7(vP#QaKbrTpecykfsDlCJqqy^sv*q
z<KWG=Wk-)4i+i7V=R;CbQp)z-^-Jo0y<EQO_S>qLOQ-AYoFBN@?PT8e?7O>4uUB>C
z?dcW2SNr9n`>yBnszWv=x!!zRR{HYN(<=U#yLQLT*S@+sJpAk|Q{DQz-8(OwuZoJA
z6}3HY?S>5oH{X_-=G+LFbY*vW{>`^#vK9pgUOi;GF1x?>!)&9pGZHu7mfd_?_V(uH
z=T-dA%@3w+KAE;T7UU?eTj!?l{=5F_@6wIU(zDN&U1pi^_xJbHdD~a#-`^L$<&87H
z?UKL0zpswpUnganHASxS$;9}?DLX`#{@i@#_W5@oA0NNEueLh(<|fy>yGk#w2wZGZ
z@Zf;Z>&DrxGhf>>JSaLd!_c{GckD3<-`Qrq>-T&*^;Irt<@W6BdaP`0pir4I%Pe<Q
z?Cvs66O${SuJ5~X@a+D7U-jqOR9-qH_}6T0)K;(M{`0Td|NF>q`{%>q>(v$-OTB(Y
z-rtfrnNQws&Bo;8ug=&1+kAUZ;p1bOPfko+6|}T#sxzxs>+Hwp<98_5{CL=YYkU6u
zs;{q>M(6Ex-JEvz(s}#;HGA7bU%9%ut;)K(>Uy<=xoZ32g(psUu(Gp9|GRZ;2KTx3
zQCn9jDJ$zro&8$6F}F~0=FFLsmVEf|A=^~uPJ`F4$n$5;OgWqOdDs6tMW=PUdU~ex
z_xFb$X7S=>;;1uT<~v($_St3s{{CKF{r%mklP51uQuX#)qpziP>3079wbk$UhKp*2
z1SBLZ$hy96?Z3ajv)|v_8y-@<@N$%w6}yF+nwy=SotB2i1#kVmOLmpMKJ~C*habCT
z*_#>1`sLS$t&Lh4wKeP0_wV6Ly{2AS8LXarXUE1PUw^-^|G#=)?eA4?y;4OMGP|Bm
zi!Qle`~BtH?f1)8Yrl+nd+3mp?>w8x^82;hPfgcfzhHp^D8=OO{W|SB^R}hl(^rMA
z4(saZm~i-Ez*MbJ5n<uQPo6vxI$p8QIQ?A4ogIa{Ua#9NA|kTn)6>(h_x*l%`A{pj
zZPt0)+_eAy{#HGi=q@5AwydFn!8Gqqgm&1P9ZRm;l)RWwQ&S@%D;t~SySwad%J$n^
zi=X?2-##<bc<PK9E26e$X&M*=JUu=A`rhyNR+rze{XXgX_oU~o$B!Oe8MCuUD}LXe
zsO@>R2fzRR`~Cj)<bK;_R;8~_yev8OvSd}@Vz*f)nUjwHPThXnwEA0)WOB&fs?zJ3
z-OuM)$6qp4I3}_8@3-4omzH#%nx?D0{PIdQ-&rr-ZomI+SG>skc=tY;iw%s-F~5(?
zmfu-8(>Oiu)3!-Va&K>28NEGkUG1)*rCwcqeb+Ag+pj%z$Z7j6@4NN!H6LBCu89mb
zo9%0yey$|9`%!Mlq(|TLuB-?&I<{lm^#1<-+g~m3*L?1+`u1k!s?gP^?%$6OT@@0z
zK5p-qv*!0JzEr;ZYFqsLT<GSsvmx7ZZhG%q_VBoT{go3Fl|%Q})v~g&t#WGRs(R4K
z{^jFw`RXhGZq3&|y6)(2y}7ml@>V4)l$4c4B_vi%m>^)9dn=^=_wD<7yWUJ)^ZM7<
z*H<?tyN9k0^W|%Ie)#a=uHWx=+t!6`-n{wia{IrYrLV6|z5FudXqRZ{_Pp4yFE6|Q
z{`R)`>fHaE<No}-y1P7IGC5|y^|`z6^}hUm(yhNQASr3lp~HutzJI?yI)87dzunIz
zn>KB-$<qI3&8E?7!OFd#^XAQ)QQLB6zPhsV@vo(SU#(uB_3FyXSGTsVcCU4GY?Q0{
z;J7wwtJn5>RjYTEzh77M^i<~keYI8p|9-!^$d&u*s?gV)ve!SEbNA7&mKGLJ(ed`y
z*5K#o=7z2eQuR#tpIG&7=kqI@QoT!GTyPZC4!hFG%)X`MWzgD~ok6Fk>xa)a%f0g}
zW@A$8q)C%Xo}H0Adi3bai|+DQFD`cfdNn*g^UsfuRi93(>su_FU;i&s)~e)!yL>Gu
zBdx0b{;tSECTe%t+Idy4G;?ol@!Xttw&<$=Tr03Q4;?-%DlfnO!i9j;^z_%S*YCe}
zW~OoMbCY-vN5{rnTQV1yzP`3HZf}*8QA&s3Je!rS-C{2vw##1&kFS0DH6i)_zFJUv
z%euO1={(zNEpzkm&(F_a2Nj^9tHV~No}MONbGM^|V{6{sDEaz78_V9@Sa>^s|J~ew
z-|yG22Pr9hd~8+x{(Y-!FD!7}^|;R(6b7yB?XOQvRQ~mS|Nphe<*I!oB_*pq9u?Q$
zbx!r?`TBp0udR(<y<mX@Cnx8s(ACrS{rTj5^vIDZ6^ZXpOjLgQ`0?Vjv$IxuP1QPe
z`t;>lrr9PrHw<!bZaVt*FQ_n|rW3hn{r-PZhue6ATe(D4PJWGF`J{HId%xT)^Za>v
zd%uQ#eSbgRY__lWG@XkJ9Gkz~OrQTU{{OG($Bo?k<w8F{I}1uA>tc7m`ttH})Q*CM
zzrMZImY0{e{dOZ+{I1&VZMnghm-(h{zYPjiDbuVMH#R2!dNw<M%A7fC43m%T@KfD0
z=kND_zu$+)#m!Umo3moY3Ju#Y7o68!@9FB&Dzv$}I{f;Iz{Ouqs?UFM+21~NecWDf
zCb#jtwWo5kT*U*%zh5r<clGy&|NZrKYxVcMvonp|SFT(cwYO?(^atI0&xF-{F02Y&
zePv^^`_W^^wDk4gFS`BwKqGV3%}q=BWGohl=|-)H-Cg$U<?{JkYJL_SJ$f_~l#s8l
zpTGKE*ZHa0ANP4*nx-3lWm|5vtZh}u_q*lug@lAkK0Wb#duL~`{=OfJ=2gGj$*otv
z^YyQT?D8v|+xb9+)}zOdLzjAqK7IBq>-xG_FF(I)@&A8?dj{3j?R&TLx!m9P_5Xuk
zUt23GFR!26^X>ip^`O!>`}(?dwGV4VwL&g{{QPu!yq2kH=v=GPqPO`+|LeX?|1kgm
zpXKu^9&uXA@EtvVe09{;tXrGY`_s<MSeSZx+RJYJeFeY6ekbiuZU{Qbu%9vcc%P}+
z?6ZIVzOOIeYMOQB#E&08X6&v0UUj8k#`4mQ9J9|CocU)Or=Qz#*1Gsv&&iV~cP_eh
zZ*R5q?z?&4-rs-!an}5rPn{cY<~%zp9$%8(-`QzsHv6ne#)Sh<o;|D5DSvaru=vRd
z!TxV&&iDum3MRg~zW)8Sd6Oq6pPH(j{^#%Cv%kK+-m6!xH~VbbyZ!&`wr>-Ut2lTg
z$ILkAhCy&h$dfF6EiI$JzrGrm?Y^rMyX(qTIa%3U8NT-0+cci#zPY#O&!^MJ(l*cJ
zleL<0=#W$R?}vxmeZRiC+Iu(8e184EovUl_@2fqQwpnub-8{E`xwqG@x69XM<e1H_
z{BV$6|K--_XJ@D9n9Y_nOlmp4Cp@n5=#95!pRYyd@7!Ad`|WnQt*or9%R*O&9Xo&i
zyo^=JiQG6JpPr4k-{$42z7;Ngb;S_ms_1QJ*8c4^zgMvK^YZz1RTn=>B>Sw7+uL(D
z&wRF7Zc+CB3;UujRXjg8H#^5{cIK586D=!0Em{5d$;rvf0vEd-%iBJ?^7FHuy1_R0
z7@662y!Ey&e`k_<YKr0Z`*pjoU$?*i;o;%EdBVv(mQ`O?+}^KW{$Kar^j}|I7JDXJ
zg3|q-ee%a7g16_zuD_jfu!$8E8dYCkRenj`e6#2BOOyE8uUAuh7pI<{cI^1^<2n%=
z4y?7+*FW##>N@kl0f)(R=f2I_{;2qA)Smb0=jIgt{j>l3y=w8=yRWXUo-JjXwPS1S
zyIo~3FM+~kbM9@k{?v1C({FA{1=;fOaC`L?Q4x_D!s>oI{>5H8|Le?5V^F|vPCNVQ
z#o^oMGu+(TK7RgeJaOVgHEr$FYwOO=G6gxJ<mIKKYyX0h;H3_Rru!{XTeD^wrJmX$
z`(^LXXR|>@|Np)JfAMNv9UT)<tq=o8M@KpN2hVrUiAr8)(=eqZq14d1ozJvv_uZQB
zcgxpp;}lktn0+>FUfr*k-mf12VF(HdNpW&=@^Nu#i5Ac(`|=_%dHe0NhxzT_WOeuT
znfWch{O8Bx{^@)9j^^!tYxel@<76WvBb#SuXBZy7kz;mweY|~m^hd|!UMbT%d<9*9
z-<9t-PE1Uk{^i!spFfv5wQ{K`DIHq89#km*`29P+Xo8ogCnzEOc^&`1D0}}EhEF%s
z=U4K!9-DJlK7aSyZ9@DNdp*6qjm>7CRbCS7$x!*AksXvcR)?+qv?6|Q)z*zSb3lnK
z@9k0cE64lgzeg+s#a7<-+4Jjuy<GG<P{zUT-;c-K*J4lp`<=});nDYx_p0B2-4)X<
zrrUEjuiScuKA*xpz6|{*tJm){GMjx?MOC$O?)+J^vfh;K_Vn}Hx8&cttItnut++3)
zAD5G3Hv8qBou5_ruG`K~q<HU|siNY+8*j@tr=Oq4trsoh@bA;~{V`uk*M&0tJS_h&
z;Z51@pWpZYfBUu6s{CC}O>OPnL+7vl>0?|c?sw2><@TztS+&34ZqK^DZtm^Yntr=q
zE86(w*UdCef0bYVd-iLmeRp@4YwPR#pPgkI{PfgR{Ttt(UWr?KtXF!v#rw_Y?JmDw
zzkgk?w7HhGbu=jXo!xvh=hT@qCAClg9Tks1k+xY=Pw!pVv56BWF1&Lm#?{R&>&uIa
za-Vw*xi~m3tc%?plY4h}`Stn#zNlYaA0OXu^Qj|hTh7X7XJ^NMx;xizj>W>g)!#v_
z_f@gGw;liU=yKn-yt}Uq^|iE4z0Tyix+-+{gPm`l7g@-7d3jy>^78W6hwbvaw#8Oe
z?J9eBXJtzZOMkcf{@?Gcd!^0&vahYV*vQO2W&Zs4v%>$(i|PFGrNr}6?f1LS4bSIo
ze|@j|{nhRF>s}k`o12HP-}9*}Y+cOC{QZB!?EikbY$|zv=eE4NTD$MQ`?_V@G~MV^
z$B!R>T^+K!EZ1_bU;nqPtE)V%s^1<u`tHcL4~O|*f4v?bzT9u_lo>Ntu*+3AoSkj{
zeTUs6uW$F`oj?Ar`2Y8N^;~&r>DA}$e)~jk&%3(!`@Pp$+i&KG|IzvI?DKj1=_*g3
zKCQI<s&8!_eN3Xi^xszd@O4Lj?<;(KZ1pc2?J~>PxAs<->qc&J@ttLI@i4#rn&0pD
z$AfK=4m~|h7gQ^OyquYtnRS2P-dX1P>sG8-5&u@~+R^!$pyJ*v_tq0bdu!|H*4EZj
zCr(^=U;n>)d*$@q@r>7n8CjOzyRtGkb@R<DtHbrTf9n#}UX^^j&&$&@Fe_`->xT*M
z{c=;6c<<W!5R?+4^L8H1{yj<6`^whra8?$U6{WAQfm$d{O--PFK-t@<wb9%Cmiy1&
zmzHc-^rS;2^ZYzp@fwGFJK1;m+yC8i=+GgP%1<f2vrIhK@Bg=J$>#kFj`z#gALQPn
zy7OG2{!2fnqi>JCE?ZZ;KH4IDrcr80NJz=S>$c(V@9j0sy=8KCmg(uz4aUXKeAfTI
z_W$2^dr-Heva&Mk;-c1D+j3WbdV2cw@#CPD@Z~j;oA2D4e0t*a>FTr3hCTZCK$qkB
z)2Ax~7rWisU%!8rN#>%sy;YhP77?kZrd+(Z*xj`7(GhLA^FP-I-+BKN)W4CET6MUc
zzxvGX3)LzoA2Su@OPS}b;gvSaI5WdAYEQ++XJ=+AC-=O%vT`w~3jF$}SNmptJ@3)?
zk6XWGCih&g{Z;h;M&O=vpf=%k?sH2wv)_EaZnNlo?dy+f_lwOxIDPlJxz^>^K0Q7C
z_0{V2ujZEDy9kPgp1_ilEywy~SA!DLq>ybnk+mO>idQ{s6$iDIYrkA{H#(+aViMBK
z#(SywyzTR^=})sn_ForP^U>INEN%14Bb~x>Z&hoTF)S5iWLX;J=hqh$9IWaI%4*ly
z8*b*9`OdYvD(cWxuNikLzD0j|*reC%<L>4CfBn|sagfdbKc7K8(5R?c$8!VuWv!lk
zba_*JyyhS4)#;0Betw#C?w?THmW+$4`qvk`^M8GD(fN3v?B)7@pXEV`(>U!+KupY>
zviJAaPM9#Ed*8F~_v_!6)_t5C+x5DR7t}!ob&QvKPk(h|V=@;H&z0);dzW9h5U@4-
z`nk2=u7<~7?YIB8Vy1C=RgA~)d)4n_FUHn&P1TQ&J0|h>!(slo=he5}E-&-Fys!56
zmq*?DuYNwCUp{+#;bS-7ITjzgju-#CQB+(U8WHiLF#E!xLrzbhJXsO5v*`Mht$Q+W
zZCN=@FLqT^6VuYAOJ6qg+g(`VIr+-o>hjQ4A)XsIZVcb^KQ0>*b+gYtE1kdZj&!8R
z_m96`ug^X)L2>$)o~!e<!(SEIH}Bnfr*!JMdq3C3?k+oZ{`__E_?m@JPfySO^yK8L
z8ygpI%e%X3SLtgnt7_ry%*)F%Z*9rEwKaSCwKb88x8JMs*5CVOQjcMHsWDf6*ZtSY
z$NMxjG+xa5#ydsrPMi4BTW4k(mp(fq>FVzO`r~o=?^dmCZCO`Wg@V$n%F4XEyH*7(
zY})tl*J~kuzOGomwI$!8#b3U8Y5Dy2p32XnwpYvE-`fl7XdKt~OYXV0KK^~+{WX!s
zlF3_&o}M~gr~7hx>Af9=k5&J+eyVwTYHDyy%$#LDGZ)?4Tdi$we*Lxnk7CQYepgq8
zde59WQ*OJ%v?Zq5*E}w{?)TgowYTc)rIo?UP3r&Etc}>{WNB&n>fYYn#}Af$l<0PT
zyVLIHlgX>AstOOc@v6?<oBRA{S6A1T#KUa;-}Y92Kb5w5s)byB*Y%f0_a5K>|L?n&
zme!|Vb)eBQEghXdSMMu(e){?q)O$9`x}vf7->=t3$9DV^C{+FZeris4x2E0SrAyw%
z@9`Jke?NS2<mR+VPriO$pb}QUE@ox+$6eERuY1nL!4cr&)1&4yV?p}-+OYI<b2JNe
zzP`G8`N6^FuNU3rJ*}#<-(;`-v3K8%bgd83?hKAA&1!#@+{`gkRaeh`b!BDTa`kx?
zPOh%5v+QbjE!liOh)2rAL*0MgmC62gFU#~clzc1OU}<SNJyzS(ca}+^ZR_8d+uL$4
zOXu$?bbTGMx2p8*&CSP^8TNiS#2t4&`Tf<^(@#y+UjF1s%KH5=`roFzfcj2fuLN6_
zyqEy$pw6`_J+=7R@Av!5tKUxI+tl^Ht6tMT>izBQ>$|$TOp=apY!6;uR8(YA^(EtG
zj@j3jm!B{C8`C?_w)#}s=FD$zZqBl;-gf=+`X%vso2&j+)&F?dKFcuqSZMFVdDZU%
z=USC+$-8T%8@uaD?!6_RllQP~d3AO5X^F>%^VUXh&$_dtFpfF!qj}K1d4>U#_SODA
zC9!y-viq*s&y(iQUk_@=O+K4ey!-0wtzUjVpFe$vzSsUY$>E#+hpmYSG@Jc))3&2W
zP4e%>l)k!hv5i-HOU1{e?UmhPx|iB`r9+nc$!>pbzb>StWJ}bRjD=ICi0u7*&N?o8
zTmJobWmR)PSqN0Ktcu&a3zQkZ->ZJ#75Ba9dg<R^U*itH`1$+Rxw+O;=gy5yy1V`(
z@6id0&LPWuByInGxeV$M9skqR#I(MC2}51B1uOT`YwGiB7WMS-m}Xpf&{SXg_WJty
z$9g0em*1;&*WdSJ(VMc}aTO0)L1O`@r|AZ#q%5&2d9h$q>giVp8kv9nc-(KAc!=fe
zo14Lt^j2>RUhW5Ka6CIZd-?l)zx{k?n_UI99A?d0)h<`%@%j1r{cpb3{Cc_EwBUh*
ztE;P~qN3xzefxgB*?fLW_I16Z$B$><+?1O4RZ&rKmUa2MU1e`qf$HbCx3*r6Ex)@o
z`FP*U*X#FRJJ`&=SMJEX*FT@nzkWTweywKkvW%OXQoDM4L#JwmPMJG*t!?$U7obMg
zY5o0cs=mJRw5s0Kefed`=Crdh?1x`pUw{4C+1Xcj6eeG{ye$3+GzO#{zAhvyYn7Bq
z#)5BeZ@+$Wax$p94jMtV|NrwmXs}tY`gd&Ks?gQ1{{4P`{ngdgq04+E?^Zsan{{D9
zqx)S@=l`7bdksUwz|PLju8xii-`?H^HLA2UHBY{7y!3R2VR9R2gruc~rS#<`*X?)9
zW`o8e)<$l219^{KzUD#L{mtqAz4G>Phue5TV-cW6(%YMx-9bY-PEJkNKW@po>h<_|
z|MkcH_Ul?&Sf=Vmhk<&-4-Pha%Y<*wyE|pptW~Yt;;+8l&IgUEsLVdQ?EC%t_}|~&
zYJW62k^OLLc-+NVrrB3OV@xXoo&A;vTbI4LaB8ZysF2ViP!B9izx+Qh7gx~bWxiYM
z{#Jc`aq;liFE9P(TD|PEez)V1;rUsn-nqB7fE!MJbFDxn>8-uh+k=9GL-*DE<hFb9
zq3G;f>+rQvTQ7m!XnwE4*>|>CXe*a!$%hAywST`}zqK*B-R}RN;?~wy&s}!&wZjix
zzaGvlt`~B9Tkh8vi~F-qP0`G{wq~Z^T&tyXt;@6C-r6cxFJX26>AKe!7CKLzITO^x
zU0wC{)u+#&gQKEmf$9TLXYJd^e*1qB%5FUu?v~$Qd*Xx#s5)Zjmjgv=O-+qS(vc4D
zDEG%t8Rx043|`*%@8|jYRq^}lcK!W!TU1<p`H2%Aq9P(M4m2`H?XTOb6}sxlw+kT;
z%uk+*&YQZV{QbRSX`3tOzA4*%du@36+gqu(w&iBe@mtQx$7j}W`)!70&5sS&>z4b^
z&wF)sb-D~+`^wne+h&?%PP)Epv3vile}8|^-mt+ySVSZR)X|?jZ{EMvYqa%ZzrVW+
z>NDo=`}xc@`}UU1<TquzEC2uf9-G_R+WKtm_IpOYv&~FXPfs)TTYlNa&25(Y{F+OT
zZz@g?uKw`A@$(7g{uvV{2nb6^WXv+jOuAS9zxMM<_4yLJ@8-o-y;R-)YsL(T$B!Qu
zAN+WJmg(s~|Gw`x_gj9srL}ctOAE{9+TY)}?V1ywpPRcZe0|)qtgEYz-M@c7WL?b7
zBS((RczJpG?yEQ7mI+Hszy4bK{LIW`&|s3VkWkW}zkhwNt_t<-7Slbmqww*WgU#%*
zrNPU53}bhd7;eqFYUJqXsHUQF#3bj&1)muP2j7-W5HJ4qCDXX<O+@kYx#hDC9B>F;
z7h_p`zxMmgpP!#sUwL<X`}rGh%Pw!vk6&LKd#X$~bMD)+-5)=GG+e*;TU2K$XfPx5
z>Z+-r(0+Pqs<Cd=76b3;dVAM=-?=0zxyRGr-~8>Zt;QfJ5YD}|#ZcNjPv@iU{jJ&4
zUtU=`dFRt<(LI-6n)FJU8vXzC++Kgj+_>turosE`Y9AL^fclZUYhSi*i!UnLlzC^z
zMoum+kS9PR6sq?geRcW`YBKls_xpElXR^C~T)sZ%*SELXdHesC1ut}BeOzMYdv{mq
zS^0k-*oz+=U|fGX=GDLK9>ePI?@T{_{HSJPa^=U5A5$u_uY8Vuk$z#u=JUBPZf;)Q
z+0kK8S62t>Pk(uH^YZJr%k-~ZKRU;v@KBGe^)-{MD<`JtMqguLW1BV0G<z1GtQ9y)
zY<C}>@%sDDBFp#H8{hByeU3-Y=EjvZk(Yn`{yqD`g@DUzB8`pn?pSQ!1scPcWtv^3
zQ*ZftSHVN4&o37D&pL6!BY0a*WbnS4N^nd(pI?9PZKV6|vbRQu+xg9VrOnNzYK0o{
zwI9B+BJi+^s_IVL%_n9|s=uaRCVg+xw#(n%-u9huSL*{BWIFuNKv7Zg**WX?CjNFm
zmqhL^TO0j$YMmI<^~q;vobGtGf0F*bABP_6Yaf%a{dh!pRpjPn`~LmP_DtX3)!Wq-
zbhJy<H0OqatbJV!s6cyP_uV@8)|QiR^F)G|`CL5E$b5BccKFuJ%Wj~u`pwPFU%&7F
zfA{Trv11Z<tKaXvwJmq{yvk>itt~AXpPrnwDtORv>GI`R{{x`;;DWDSt_&ZaZ9Z=o
z+%2YSQuZd|@6Yq~(@MT=>A1N${q_F;f7idBR=YZUec0=3YfVdEh1mZ4@p#gb;N^ZR
zqqb&&O8OXaJ+Dik$&@QsLTW+7EY`j{5gQyp4SzBHxHaeIT6<en`&Ff+EV;Ekf4yb#
zvxuFyKr^|#Yp=w${Cl_i{i(d|t3lHw+ontrDSdI_;M=-~YooRXrKBto(}{SH6}`J`
zZBcQtX~qSG?RM<^a%+Uu{W6YriLTprv|D_2(bH4wJ}7!FT)5E7%PS}=YZVt4S6%N_
zW(Ed^Jg=oj4S)W8J`bv!Kz&ot^uwi_)s^Y#>8k@5yUBe8HL9wu@<0BcU;nVEq-4vR
zvfb`$x8GJV%e>^G?msWY&Fz?Jq&jFSd8tW5&4+{RRz*)bc9p+>m!(}7FmwCzb8YSI
zpf>E+T-UI$X|GrAeGY0-dU$m3$yz<RmhV~XRkWIwfq|i*)GL)?rgizcKY#v!`mf>9
zA8lX${rlJUl`LO-v~OMAzCVBd?D_V#z{2KTetgjUV-nk=K(>Z2zhcY&WcmEMOP7{<
zi;9asuX?qm<Xh&_NhQC&WcH_a$-9Kc2nz@VJgPnHKiBH%D(!W;EB$AmeHK=|Z_XT<
z+8+<wSH<o9#rhiLgya+F&tKnH`x`X)+`l=uAk!<BA#zhn=cmt~@A~bZRA;HW>PN_$
z;?&esP~UXlzJ2R%f%`JA?ke79fUX62vg54;D=RA~6qJ;d?)=hS>F=4h_4)4)hxxBA
zcJDtOVa>q6aEIgBnVF9Z_jGv&zhXME`~5!9Y+0YI^{%b%E-o56IzG|cay~|+U0&wf
z)zww>*IG-<>zD*+)~2wqaNW1Fv&~npSaD);+2J-`x!SxtI|3UU8@qaXbPCs8T^&BX
zq>Nps?vWnDpQw3tzcTlJyOn*tT7sb<`1aQ9=~Z7|Jhb9F@>DyNQAJ(d9h7Fjzq=cI
zy>yPYqN3yG^z&h9Y0GXGI~W-mnbiC!2#?LlS<}?qJax{TH)0NxCQlX>5m~}6UvuH=
zv>7v29PJj@R#kP4-BnW9n|yJRYgd1NdF|>)z8^EgzrMQqxk_D^VaK#n)Ai4%^D;~k
znp0Q*)GL&s^8McLArTP~kFH0axBI<DOgC!Dj2RNwCtpzanX!P4S87H1`+MuG+7B<h
zxY!-kzXK)N+uL%t=H0adH3anc|JkG!vf{xiUmu?<M>>VCF87yzdt;;X!i5WG*;H-<
zHPW-Ltcb7dWn^GznC-oiOQHDrxvRR{?<@*i8&x?serr}}?XQ>1e?6A}zha`Y`>FHi
z{Xw%;Eu6wO`&LR=6fF4j=g$|=?ApyusjI@)&H_!5ET30(YVEna?b%OHO_efCYEko@
zwdBvA8q>^6E}#&5duwa`)>2R!&T}(M?%8>-`Nvu>fB*23k}a1mU9!++I<Q{P&MppA
z!Q4B{&@fx-czyW#5Ic4jh6kXj&+FA33=A=*OdJe<+yopL7|faQuFTL3J<s@a?X9iZ
z*T2d!F)$o36_t`&6`jBLYZX7UxdPJ((+i8;`(N9#FfcS^pL)n~rT+i!Zh@xkK87OS
zo@rP9Rq-=1Fg%dDxiolrm4>={I|D@O%7i164M0KG{ZOd{l&wbS;t>W01}ZL;nHePN
zaOv`8&{W)n2?DIFtS`@5zrQj&f8Wcn&DG!YjvhU_GUw(dE>6zC^Yd({PM-XD>wZb&
zv=w!Ke}THqDJe_b<Bxv&^vNXQ00XG;>9;(1<Hn7*c9p(1jkjlDV0e%g{;Z0B!41$<
z>yIB5prr-%e_zKxEwS2K{yt9Drs6{A<e4*9f@a*3j&@0z=gsMpw_o@1@$u~6-`?KZ
zk~#U*l%J`kpmByqX7*Lt*Vjqe)$F*oK7Rc|=XNc7`*>xyo`S2A$yY#&O>S@VJ#X{5
z$H~bFG(>px$Po=&+t{sHS2vY_$}<LYlVC0x>#{ST)}D%*THJ=b2L~F}G&D}g*i>A&
zx-ILfR`TYXXSQTsj>-M`^CzeYbL9B(-MaS|yYqt@5XE0!1cu-K^Ye4>*)(HKP0e-N
z4!85q?h@6W_3rNO_yU{E%uKgQ6Q4<(G%$pKy9$?YCePWjWsA4fwB0jB<o|EXT^F;`
zg7x*?^82A>W!sMRNGf|;ReoC1V<=ausj2zu!oucNAuAtcWnW!2RY_TSYr;XM@Y}bx
zW>1|xd$nUT+fH5kiVq2MEef5q!`2jR)s5Q|F;zP}?D@I5vAHPq=DM3zpfy(JyMqKB
z!q&&FEqZ$D<?i?Ug75AseOh7_x-Q0&SIWd=x&QoWDza839yf2^%(}8-;_*+QYIJwn
z;vfGPFJ652)uP3VQ@7u?&5}0Dd9n5UWOaWnW#z}S)+mFLUyzW)w>LKzH#ISpzPjQG
znx^;i>iYHd_44ia>!NFaf19e3nwsi4>CoZBw$u3e`NQ+_*1f*nwPuaZ&mTWDOiZq<
zJ$L<jxT2yWXhdVRuD15-BX+7guYw%C!)oaxr7yzjej4`n@yzUeSF+ddRr9QRv9KLf
zSNhJi3I&aUefs=a)$`xKe{!d-W%$4os5P~<Q|Hgux3{-nzy4`~MNF-zelT(c98$w9
zBp{&R30jeI=azi!mq5v6&<MrutS<kPR@YYsFTeAPlY`^JOyl%D`>w4FULI3=bgSyu
z%*{9NWP#SA#mo)*$m`+a(o**B&PvcA_S(HcOT8v7k+1)AvD7Q%<I0HVr%s&;Dk#`c
zQ(LP#*S2=mh7AFhmX>+T6G2_96BCuYIywrrwzjuVzmfj&hTgkS&(G(xUw``#YL@&F
zJ3HIl|MRo6#o4D%pWf}acxU01E(Rf4*|njo!!(VJgSTd1FWV{}Umv(KNYxdo_N^na
z_TAHBDxtUXx9Sx}28IXQ7e#N+dv)#XU;a}sU%r$xw>tDxQ*?QPs;cTqiN%t}X*;(1
z&o=Yjw{IV4T3iJ*XaVYyr==}ho%Z$B)l(-<1Ox?5TCHnl7IyI9K`%eQve){SmXVH*
zj#VEHvd89jc6R=H*e*Y1(xgXOr%#@|xX86zL|*>=uP{(8bl|GC==}y4SJ##K_xDvj
zpIaUh5U^mHZZxRp3mO}rSNkn8bX`p3q%UtapU(o-+nt>kHzXb|`SYXDcZPu@uarr^
z`+Iw1|60oM^~%{sIk)iy1_ez54dIu*zLxp!&d#czPp5}2bYcz9O-fn>sv+%ae`Or+
zljY*&z53+j<j|0iC4r0GBKN3*(zEoP(psKJmUaJrrhmTVtv^%BG)tnszFt^TGV@-=
zW8VH<bFIr~?bu-f>h=^AY<PKd^YWAD&V9S}{L9PBzI&^__8fj_ur>Sow_EcKkIC3p
zUHS6<{{5ELR>|d;Gn0~&eXFW|xgI|=`NGT@V32pFb9wFb7WIYkwzCb7#XRTvGW+Xk
z%ZB13rV0!U4~|XL(~Qc@%#4%2QDdxa_b>T&%+8=fUeHR&hS|&`Yn>!0ZU*C;&}AVk
z6a4M}hLr8ToBZkH$BWB+XWz*xe}8Z7jvW@D@hL?`#aA~sg9c&ue6vnI#siwHWMpLQ
z>gfU3tXuW;_5GRIcmkGsO?^^gB`PhwdTsRfxX)ifi(vE0QrCTFIQO;P{*Pm?lxb1+
z?zh`+$NZm9>ss>H*KipI28JDxGlCvW_O}DA>d=YX^P{PhnVrwX(b4hQgM-cMwuP<^
zlbn4vZJF=vXIZDupEqB)aG{!=-M!qOa<)}7Hl?1Pwb;FX*R5yg=jZ2`&Gz*4EZiz<
zS92p|O~l2L_xJubJqFE-PwFu_?$Oo>0WaBRo|AjLWa-k_OB?T;UGn2ce{S(pucMj~
z&#ej{wQzBB?>*=3=^5D0CmXWVOEf%sb=X=FNy(M0++sU!U0WBs`p%sgUMZ6kxjzp!
zv%fylDIB#isdaVk$45t3#q8W<RsQZx7B??%Xi(53&~RNqK*8EDUXU+ePF=-tX}Q1r
zRPAs-zINx08#j7+dl#RzE_pFw)8@^#eitV#QS+U(BX)D(pZ^yxUd$`Kc=6(<+i&Hz
z@=BY1x%K?yWc8^NCl+3P4JynYtO*iy`19uvX!`bge0{9<biJ!H43oFi{w}*)e!uqD
ztJUjOJR>6`K}$so`kx*?e0b{Y*{^?XQ_|M<wzIS2;^i$}{rT(HP-urU>-4EpS{p$<
zGEgITo!`nG9Dm>Ket+$5`Te)Q%G>#5r%afzVE4OS-pcNMSN8w^oB#CrbMHxi{{FR{
zR&F6P3DoTW`Rf;`aa31V7Z-o}VZn}HT5-#k*!3FbZG{^7gYC%dsI6HmgO~e7?Jir}
z1Dao-pfcC4_SWKWS5^j3da?>u8GfsNbwx8gwlLST_EwJBc4&V#q=q?YQr6W~FVD<0
z{`GSC{Fvn~qVu~-*R5Hj!^+Nn`ug?oOE)hs=i=rDwHV8!!W<nN`(!K^b#!oqM^{u-
zbb@-+x;Ix(dN%+1wYUHM85kIT=z<oPJv%%5`L$`&r<c!lD}JnTl`-Z0y}d;iGDTK%
zi>&5yadTgurW<YZ$}IQRk`*g7uJ2#GXi-Yf#c8_HBI4rDv+nPy+}zdGWs_x|bK}9q
z=f`@bK?@^KoH*ev@v^}4u737i1_p+JU8S$D`QF{N^S`5|t?k{%Ztgp5mOc{E$@e$<
z|7!L6Ejc%hw&vcxc6Hi>2@9T{o~~_deEI6Os;^n8DJdG7nkTP{NlUMO@E}1|U48f0
znRDi>S+GFC_Q!+fb=!^{aRJRTdU<*lN}tD4+1dR0a2T|T!S?%|#a>gjGLQGk&N9oL
zHOFuHu|C<?tE#`<Oy8PuQR(QBBN;a~BwE$|*#Vl6qEc^DgL^xubyXm|;~c+}$uSAz
z%u6buaWi2lsjNSL{`gGQ3I#1;I&*JtwQW}UyE~bW9z6mL9v(b+a9R5Kd1}_yx3l+O
zUhZ%H_0?5l&`{aB*xP$P9+QrH-6v<8_3Qil{6mKhfi!H~xKYj4_V1#{&pcoFK!EwP
zBbWDiADVn&{k*dh$?J;Qex3dGROW!?BPjs}hJwc)(?!;9*<!MuKWE=eQF%xsc?TP)
zBs_4oadfl5Agb_Z21z>{>ycF6eRtjNce_p}-+Om=H)tARQ|f6g6%`lT>Te-_etp;L
zKuZsQeSNL1px`iZ;>4=YXU+Fsd;0Wg=79#rRUs=U&GB2Fl$^Y^^!2suU4Ebu#Ix%{
z*e0Ag<I^i^9p<<E^6Ncfx=}A~=kLF|qwq0kIukTy44QvAZ~y;In04wY5zz9}@_Uub
z@6~+vy<2?VR?4bm#j$?*_hIQhfxo}K{d%wZ{my6db~O=(hK9Fxm%m@XYaQ60C1<|M
zHJBf6=f4h`E&;6qcJGrZoNb<VM&jx7=dVxe?+=-(6{_OdD{T%QCM|yE10N=Rx%2tF
z;NyL=ruF}7JcIVv{SAqTSOFUUIncleTHL9U`S4KduRov9Z>{*4RQm2t<Rs7tp{twQ
zt5)&23v(=s*F=?q`onEuul6xUZqJ(=6cl7q_{e4b=is2AD+`_3!+%Uz61Fx<)5s`@
zTTG{5>)P1eVLNy3lrqVfaQjm;JO8y#Vf8IZN4dgpKRVhSy0a)1q~XGa09930O;giQ
zR#w*QSzkd7rrA*|xfEPoT|uGp>-&4~y0zqg3!U3RQ-p54Qk7@2FD>c3Z7O~Azr3vM
z+c0riS>4@t-v!>@km$U=cAiaTkffw!_#RNyFw_OEV)7^|+5}n^dvURQ_1yVWr>c5#
z@$-M5AucDk?#`W<>)S;mBO^b3{1}*#u_Aiz`t|FboSaHtTu|Iz=lv>pQnW6}N!sCA
zOdff8>p)Ygf4{D;4=pIzaDCRFKQ*3{_V3?++@}5T!?4NF?%Q7r89qpTBb5y8d+iJo
z1}{_7P*HJlZsXD1sHULcFbUKl?5|wzH@9dtC$#7Gtr$yXwJzii>+9M1`z~(Dy!_?Y
z>-E~k#=)0vMn9fsRqDmc%6e;m{r*!^wVzv|51dXqH_t9KB4WjyIWpTXZ{XtMDtU53
z(AC9d$E`z$4|~4}o)o>de7)DK`nc%r|LwsYs*HPkDnYeabaY(Yy;7;Oy^BLwKnYti
z*`(w}fbG{S!E&FoudP{`c)0DQ{Qn>AhYlUul6qRKf0plTGfge6Q(xb&SfL@A3=%tf
z^yto8=K1&5ELx=0e~VYztm4bg!pCl`Y;0OaMxT_j4Pt`6cdyrAU|^^--c|Z~S>D|{
z{};@eH}75HWaXH7L4pqNc0A_Ojofr(@n8M=pWUFPaiDog)9h<gR8&<|GQPdJ30ik|
zx2qh|m%H%c;o;cR$BrG-vapCadGcf)qY7GQ4%96R3JSWi)LYy$$j`42G%EVzN5%E+
zTF^EHhk~M_Vpo6v_l)|tTd${Vz6n}i9e#WBdArrF-C~+*YHpwz-j9!ugQm_+GcGvn
zt^QtimBJ3(-&w2qK!epGUakx~1!kXp_U%1rw)(Qa{Z;w@Kiqp|EQ9Lm>Oey)YCba_
zeDpnfppp6M^XJRM<7+`H--5ShT?OUB{>yvbl<fvB;S*GL%eb_}^VIqC;gi*TO{%};
zTwNFYJ3QVUlzGz<jgQTEZQF5wRs1=|Im+u885tPN`${}7dU<<){<Y!R?8uKF<!?Vb
zHFehQ51{&X$49}@U2lV7ho6@#!_A$=%O_2m6tX%@mz9-OQ%A=~H+tKZPft(VQr>gB
zTncKhC`{dXk9h)UTO6n(^6KvH?Mg~YC7+&nf`;loe*8Ggs&tiH{hvb5ptQ7QpcO7%
zqS~MZHK4X0Xbacd+uO4*FZ0z3em4E;Orz8;Ha?jZ>tc6j{rK<@G(X?QC%fv;pPF6?
z!$YBvif(J}Z8O`?XN<WxIWImrIayR#c=4AnC0AF4p8oU}G-!2agO6rtNJz?}MT>m)
zR(*}hC8jI4_B?T2xnv)2Z{tbWyK)~l-sxS1=*r!@kz)qhhveQbSGslSk|m%G5uhD;
zt3l&ipiXfUD|bw8_Vsn4d3o#Dc%`0Pd;Z{HbLpcaoNFUC9=f`%;$sqMFlerIdD+(1
zwl*zIP0y7pS88c!{4fpU2leJOr><fs`t-z8*0RXue%<f2pownKwjh3+4-G0WFD!IE
zb?#i)Vz*wKX+%_g*Hb|K1coV_7>sIu6tuRszT9>@?{bHrGN|YSEj*nx1y%`0=-JrB
z?A*C?UB33FO`D!Pe!Td?g@El=@$vDkEiErDEOcJCZOxiBLcgax3F8KpAFrl#bzkVV
z{rlxIXjc@Utkn`$Zm|^`HUxkNV-fwhVhfpdQt|QePoF<Oeg6FU*V&*tG5+Z3DOZ*o
z9$PC0YRp{K487mr;^wAhW)@~!_2t5)rQW4~eiR-(e%yN!6BColNl}k;rLV4NZlBfA
zz%bXc_}J_0IaZ~oLc?RCgXWvfK8s|^9DPH>K+t^lw>LK*lTi)ko{XDn@_)~^y#Mu}
z*`EB1dn!Mh<lnQ|zHQH*J+Dn>NxQG)Q#iWZ{^`@FE6d*AqO==Vdlb}-dxf<dw+6K0
zcFW&CpU=-S&7Q`@#1yi>uGTZi$*F0Ye*C&KXMDmz8y%)joVakw5|!|1#LVHf^rE6o
zO-)T-9yIgsx+Nqm{Pi%uy@sml(W}!YPhJeFzwGSpeO(LMjNPz0Tx%a=<)cpZk~cRD
zK|Op>THg2nU-jPK?{@!sU;lq~{h!D3Ts%BeRBV60*&MYcV`5TL5@?SVXy#v7%_pFl
zjTf{dH@u#&-FdNl|FsE<&QqpLS+XtncGlfprL(Nd*TvQSObuNTa4>ZCj2SCBh1FO2
z&$qj^F}dBz+1a%6Q;MjlXy%m_fnxcbpk&2XzIT30#+jSTCvMNYe5|FtUE1E>9<*%b
z)|SlVY5MW+0(Tcb_Y)QuPlqnwv911Qa`WcRxZiW_YIm&+Uq7$VLS|Xn+gs0i&F_7P
zD*y5#@bdopdSNlKv^jpuJ9~RgU%q@PE^F@Zl%50zyA0LmeTx;E*HZU2=a@wCT;mJ*
z*Yuw=oD;m>z`)QT?Y?VC#?qxrD{B)zpIrkh20(+G3_t4M-mT5K`t&CIhu0!nu2D~y
zN^t3I=q$Bb?!#kToW^qYMZ*Ni1(O%9D4em9qqAEtOUyTd$8UZMyWpcM7Ce&|PUT_u
zu2J+$*{5(t*H6_#G~`7C)7lkJU4PitYoyQHYBO2<eR0Ei^_`Qy{fm8muJoMz*`MG3
z?LDy35wxLv5~wn6NCE9USC9ntt32FBrm%_R!Y2$2qT--)0f-I=FQtYxF*}Xa{O8G}
z&#O!e2@7-k|L^Z(b^D*5d%j+aew!7(K2El@v@|d@RCI6E*RD=sb+_W;;`Y~eKOQs}
z9+OOWxxOxT@wRPdX=i6$O^nUX&W@@5dbRM9r@CuuYATPknND2o*Q<wr$uTlCbeuby
zr=axcob~%2@wf`bW4+Si>2piN{=AO=-&Or?r}{a|=W{B4KArx!$M{@FN5|LK*N?M`
z#|YR~ed&04dHL~gZ*M<dxBFceC>w4}I@<N(&d>Y#&-eX)*PXp?ry9t#{XdTCKl=H6
ze!ph$GMDJ+=sOjUdw=fIIh}N*L-6CR?Da=|&F_kUd~tJg`tb`3ofmK1Xy|A8bjp+Y
z><kPtTQ>=Pc+{<*w!8ej-i+$kYqx{u^xtect#|r-Z1Gvs$nAM|H}Tv3P_X}g#`t{7
z&KSMj|Ns5|T%4Pm8(CUfYF72-MU$!i-Y=KdtXid&otb&^yl%t>h0{-qZXRmo{#-oU
zJpWwPmlqR#XBa&E|F-(-s?bQ66v5A%I?fpI95tRXqS_ITvhtgDT+E3Mhy{QmcR
zvt@;9A=kCa=X1k1R0|3k7Cboc<J$IpqWSxNrq$&=Jk)BKb!Eki>+9p|-W}rB@40pB
zR>hZ#?w^a#+x^bTxx34B-QI7vnoQU4ez)t#i^cs(Cnu@?+<9ES-sabrm%`%lHHCHS
zcI~oy_4+kv0ma7Z@9z$Ovtwj<5D_lKm{M<+cSqvt)vJPn8xs$=-Pn>DJg55I&bP1H
zcqD@g&K}!0pPgSWCcwPn!vhU%?d<UCbC%Cbc05y`Un7)#ZH=YQdsYSpjfV_I`S<oj
z?60ehDLSbtD0uP86%j!}Q&ZEoS=m`xNw2T1{du=**|KFXuB;5U+w&$kE=~><HN4Vh
zPoB@3HS62%G#8O8ObiU|%T$<8yt=wN`O}k=h5vp&KYpZBSXpV&+O@h$O1ny4URt+r
z(V|5QmaSc@3tHF7cYWQ86(_F0U48fdtjKAi5CfhtojBGjo&4m)#EXmF`zzjTJgzkT
zw5tm!=_)HFJwG@1ZQSPM<9$uD*2V5Vwk~$JRZRWyKG~nUYPbH5HlBVOYKltU;oaxk
z<?AF$OG`gKY?nXw>FMdk{`2jACja*9yj8AsP2AMf)b;#4+r@kK*u?KnKR+)cFHg^c
zH~ag$yBkwaPkV8Dd;Y;)zoU(nxU#;#uUASsSbwJXe+>gefyylV`nogo?e{0F+q!kD
z$6Xm)FSUj@cXk@P^-76?R{15rytK6NR_1b1nfJH1=YM&3*E(!n%*}UOwZqnQI5x9A
zt(P~+2uO(((+*$PvuoF`KYz5>?-8p0{w_Cscg@dFW!d|_T=Fjb^YOTQZtmOZFaC)O
z8b0*C!pKmtM8dwVrbj;h2mjM!$BvbmTRl23<%niP_4jwZzkdA!<;BGd7b>>#NM1_3
zJHs$J>EolL8|(i5`g7;fQt#xmvrGfy<LA$pHp_|l^5&-TvokY;Km4*Re&(`0?{3nQ
z6BB>#+?ag)7%1c)9%}u$^Vzd!85tQJ7Z<xfFArs4XmAb}vQ{v^Q{epPrGI_b#l`OK
z#l^*-rJec~c8Q15cXMyQQ{-)8VshldLg(aHS5|JU{rzpn?{~W&zuA1gPkY@CrTF;3
zK*7t)e7jFhR(G$ht>uxovzewFE!J=I$>UDpaoLM|tH0O0y|FPl`B;x+;nS(%$6l}B
zFL(9oRm19UZ*J@^&%aam`>p0ZI|c?B>#n~lM|4haTIk%KmYSOSTQ>g7G3or2($dn%
z)YQ~#o72zdJUY^ObD8gKtC;VN>~bgk?EiiN_2R9+UJ2ej(>T2>;`*galYD2HXuiI?
zyF4s1awe~|nND_2&Y$(Q)k3=xCE5}t+@F8g^8W8fl`qcIPjAxEE@HDv`ukhvK;=Uz
z0fq-JE=mYCCtqC^Dr>jlXT-MmzvrKS_FyV_@^G}GV_=v>S}m_Rli}0H<MPLIx8D`B
z|8=o{QTY0}z_2hee)~TK?ORueukYKnYuAcZtGeR$RvkUkDZF^+&Yg#EvCG#OoU?e`
z^WxUl>?_x<9a|H**=kL8Zf@`D_4};+tX?izv1UzA;^DTVtJm+Vx^YjQfg!+&ammh|
zmdku+i-8PvY-V%SoBn!3-rrwe3lFl2AF+PFNBHt`|9<KGJ%-bCB8BY#Jmi0T+23Aw
z#oqV(ekWa8;`#Aye!X?t*;%6Zf8YC_bZUxb;q};Z(JQHuV#;nk9U%2TAI~<=?_22H
ze(ZMs{=ZZArZX^DJWEkcy1p*<=CNMs%{r$yP1O!h+Zm%b+qyh&_byOv`1;z~=x+zv
z<)1vCSNUwF&h*o%-|yGg*R5N-R(JKfb?4mr<zhel^48yLvU=63Q&CY-pNhG~bWRlQ
zjM-N3@X((-&(6-?EN5GlBCO_fBmeyBu(hX@l)7h3cTH)7B;=Dn-dLYo6}p=5kN4fc
zy!+qn=bt^OJyUkVr%#_OUM`vZFZ=GHR_^30D*`XBkKh02POEsF#MZ4_KfYMp|Lpm^
z+HW^+>?+NUseZeab^ZQ#yIwz9+;7*V>OJkrbGiCIA75Nv?jKY0@#xQ;uU@@cv3`BO
zYq!|ZcXxO5KV8enz%XBXCc~%HoEsYy&2n#vJfBycw>ud$c(@}i`TqH4c7DAT(l!+Z
zQ>IScy4v>noMNk(&y)S_I!&{$$*kMXz`$^Pi?UXOiK(fpi;J(X@9tz%Q`3#5udn^d
za}5p-E_roDbJgnA+^<fZKD{`6eH^InYbyP|9a<5wzwh8u$j!|a6uh|9dwSV%EiEms
ztXsEkJ=*cO?{&f4uCA_{yZdhaT{|;1(ovUzq2NQ`3WiHtv#)n_+}K&1zB}2v?2X2X
zm$$ZNzqz$__2JU8H#a7(za74NziIK#7>EWd@!gHg8{bb^QM){;HZV9i7*wpDI(_={
z*6MF>I-fmz)^vG8+53C4(c5x5_tpLuTeEw=sq&%)+mina3v&NU&inJ6nV~`X;-8<N
zlmGqs$y&U2?ONAY&t4R|uuj-l``hjPy}ij#PfdN>w>Dy<5*x47l>eZ!Cnlywf?9yD
zUcLJCdHtSGUT^O1-X8n*)6>(p*Z#cZt$+06ae4WzTetpSx;ftENDFhFJp;oO&{D4B
zKR&kp56H{O$tj<#%y&kxlq<~T2=yz8;2>*-@As<nw`|$+<nU2pe;dK~`~TOuxcJO8
zQeCxb)uU<Ad7W)-Z4y=`89sBZOt<CVmn*+tTRx}u+s(qGqTx@juUfI9BlGgIqfbsw
zUc7IgT^ql=-05k$-R^RgD(`kY?t5`>Z}q;iH#asKCLinB@#&QI<FD7_`(M3!HN&>L
z?9JWX=6U=7ew!lC$iN_T7gR~;OBp0MgoTA&dl<1jFLvL%Uh{h=UcGv?>C~xHYtqlp
zyLqHjc(d<pv(g>UnE7oc%&q(NGSb!6wd~c(<!Q$0=iY2sw{)rMY?I8OYrD(eui3Q8
z2vmDsyK&>k|8K87Ux2fh%-qA5_kBM;`2v5e-sw$iPDsA!`1-z>;dyJe14F}N_hc8I
zzR=ZSr9U=2OTM}9eZAf6=JF%4%uEanGCM~*K}2_aP=e~`oprIhA5Gu?C-uwg>-v56
z|9)7!-}Cv=%=CGhWzh@_1tEeCcI7{xPCwowY5Zu@X}#{5#_4X)&&^E+bu12X>x=9*
zWni$#;!qF-bxa~QBsluax3gX5KVQ!N_s#Q3FE1^<xWE4Yj+e`3ciojc@cfzhZbk-+
z6ebTB6B82`kU5u@c>dg}7rX07Xn3rs{=OecYvT9s>$uDKM!A8Z;EAw<(xd$P-_cjD
zU2{uKO+EN$f}-=M<BSXq&gu;=F2TXUSFT*yGJE~Xm7O}LlMc7>y1w9IVCb`B@^IO*
zb*t-iz1Ul4!$U%z^fNOsw681PD6PR7ySuD+u66mg+4nalyZ@_j|0nD7?^oznwhyfG
zE=S&X-(@NAsW4Ykx>xi0tkU<us&BPw{~T*SuuS;zCS-M=-{!2WtgeoZeYL;Ke(c(s
zeZB7A<vHis4}`zHlw{5z<E*#$%KbTiBX^hO&Z+<R^Jw1V4wVL%BMTgxAL-Zs^sf1G
z(VbO%(f%)&yeFQ1nsi}-qwK!CA0HkX=HJ^RVUTd3uH2J>!J=x*)~!cxZOu;p@!{do
zyr&&gPjAxEE)zbwE$L_%IBwqUe%~jZw?k3MuG;9=%=CGZd#k_q?f-XGGmL?uz~TmD
z=lQ(t)_He!?D+X?cJkw6z2NTC-S>6kudl7`ZkMZCapNr`!-2rVd?%ily}c#6|JT*^
zN%!_tZp^*C&EoZ%&5y3{|5qAQa?$l@9xnq!pA=|i^n{-0pi%FWpyTWuj36Sr6Bws#
zu&w@fWKZR1P#0@s-rZdt9WU<hukVpE)l&1BAu!jfRI8|+p&%iqg)d-HRCF}ROCL{Z
zuXhOz4Xt@BeZQllqx^oYx!s=+hb4?sJZyeGnOt~?Q(a_dFvE{ebDCHK7Uk{zdM#pW
zR_LAL^R^o+KR?UJ$>}+E>=>wDc4n5TcG$WY$?f;5vNzslX<$xbXIbF#_4RfAV|}vH
zpq-nyAASUNhn=0BLA7RKIzz#SHw_F^R_I1=JCeD4?za1n@Bevbp8WdST25;wP>N!h
zvZ9fh{g|-7&BptW{cS$F%qcphiIB@)zt?PD)vJ{fhDk0qU#|pjEPHz^Vs}|C$lZoT
zPfk?)dbu3bS38;~%)r-??ZDu5<L&nQa-dew-QDHlXQoe|e*CQYeVOfd%c3V*F*h_T
zH!w`u@$A_%kjBS*zu)WbI6sfM=%TB*YiVieL~G^-W_56|R|r`-bVl!~DE#yDe0|^6
z?CWkWM;aKJL7jV0Pxz4;8w2}6J`RV@tjx^LZvA~0puWIdtJ1Dnvu1U4WMpM^f#L}?
zq5v8}SX}-6o$EUhhJ7~W2bnYigO~gDKA&H2_ioSUb2ql-Mz4w9u6J#1wD|39x!s__
zhfhyWgZdy4Pss{22$eqSR6q7~db}K{RR8ef>-BhfP~&pTwry(fco_KRfz*V?#r=z)
z-x3!WH*bS7gGC7wheM~7ahi|Kw;RbD)6dT<J8t*)%VkinJ^9X#Lf01{eZd<Tyj+r#
zlMlX^um4l%Gtb6SOH1p~tJUlK8kyPMT#iKN?-kwu_icXi^>wj^+1J+m`1gH(d`}tU
zg9RK4462LPtkEgj8FTQC_<xu8*5BqA%f6k!;IQ(Oj6j3X#|zH<qPtlcew@0=$jHDj
zsZh|0fnh=q$if@DN?#|vyR-A-IqUaFw&mV_WN*H<cxQ}G)Rq+<cNq^f3Og`(UHS9#
z^W#sa_51zp|C;P7e=ny#uOeyptp9s5WEs5Xg5vo~10(aJ7Gb}RwzjqvYuD<QSu+$w
z>|kSA;9_cSe*Ap>zv73?4U4-Nm;x5<`+fKQvFi7G!{3-OJlG%vGQLOB7?c4oUbqnO
zCXC_1hC*Hr2To9nHm3Ay=*6|s+bw=RnY=i7xgYEC;+-*|laBO*${7kC++pQj;Bt1J
zt@XP7|9-7lv7#f`&vNPE-3g2bCLRN&2CJV>CO>{1|G!EnZcoGyh6gJiN(nRwUA=Wn
zN?6TDz>dLU6)50dvD^P}-1F^L_R&0M20m>@mIW?nXBw-6PJH@tHos0ddRvYr!at#*
zp-1oStxi7PCo3oz7#Mi*VeE#e=;-c?attye;PjMytfw<Z58}N|pvqb0F=%0og5>f9
z#wjb><?DWUUj-ddp#6@8flnSRxM|bh{Gj@ew<g$De_N8l&cMfQt-zrA>Tdb{T=VVe
z=jVYk*_nB^*7vI4@10>?o+k*(Jn8H#4>(MVo}7>{NN~7Q{eJJ!JXVH%CgKa3Wfr>i
zN{Mod>1dQmGZZ+m2s9{Pxt+gX*1G(i4p=0HnJHk=G~MWH4{N-=y>+6u>7<>TBWeHd
zW4~}YD?|G+Qw0XqRcqF)Ijp`gJyHymkqRFlJ8Jv=j_}^9uUby!3<U)&0u4f6?-ZZk
zI{Wm~BGA|hsNkDZaEKFB1M&5O*7<<^-5_LC_2mWgs`F2aHfCI0w0?y&gT)_EAv9sr
zrcIzIv#b4eWcts~b51{fG`IYo=LJay8M!hC1}~5Ob$^ro{`wji8!K!7_oe^iN#1&$
zcD27mcIz@&<k+yYENI#D|KIPAZ#JJlR=)4^+!<!MQ8jO~<GZ`{c4^2}y;yi-Uv2fq
f+sqBl-|9~)y^#CDq&AI#fq}u()z4*}Q$iB}%6!+k
literal 0
HcmV?d00001
diff --git a/Code/MonoMutliViewClassifiers/Results/poulet20160901-105045.png b/Code/MonoMutliViewClassifiers/Results/poulet20160901-105045.png
new file mode 100644
index 0000000000000000000000000000000000000000..a7cd4ca11a38e4fd85ffc2cb8bf0631d63a21220
GIT binary patch
literal 21887
zcmeAS@N?(olHy`uVBq!ia0y~yU{+vYV2a>iV_;yIRn}C%z`(##?Bp53!NI{%!;#X#
zz`(#+;1OBOz`&mf!i+2ImuE6CC@^@sIEGZrd2_ciW@_rc{~y0wa>zW`v2n%%Grdml
z?w%b}XSS@&=vwJ9^VzIv-d4TIpSP|&S>&UhyGiF{ZqRWPbDrrNk1oBU7JTqjse!cV
zL?@L%;i(UP{e9R!`FL?a;BM7gTlxOqfpOoT?>kp||M|0m{g&U8jE_k$GB7YSu)euo
z%>V*<ax4NMdYWPbh}yuz$O4j2<xl`|b(|SM$`d4+I6&Of0uCT5qK$!xfq~(G(Xi8+
zS5US)cH_p4*Q+JW_sp0far5mv`IYnQeyw~{wmYus<<isd(!ad8xas!WsQq<+x5_P&
z&VSrmE?@g);=7&C<wDm)1eWcNjonqU^Pcmrck8Y{_xk$kYUt)P-_!BmgY>>_o;PdO
zs%vYbwRLoS%67-{N}Ekl`TFv*d)e+-c7C}nRXYxp9?zHmv#dwfI;?DWY}xME>hJIN
z-aGu$cf-w`O*eDEj(W7M*mL{;tyTN=N(+)V-^`oEQ1svc<IT5aUteE;-!-lF#lrTI
z2L~9xzP}&8*uDRna=*<d?H-}&i%sgMRsOzdTllEu*7p4MYooWXs{Z~?%C>3?8?RJI
zj%~qajpDuR3{#GrnQ5H5{dQ{4#V;=}e?6tWKIXmR)T-U(@52%j9(<KM=DRZU^0Hfd
ztG7EjJL}fJ^_IQ!=XL!5ODlty>&RTpzx?Xz>e6RtB>z5^|9{~yzkSW#_U52fJLZ2q
zJKOyAiHXWm=6Q4e{dsP``>eEm-5$4Isij(>t0F8z7KH4u{P(9-`cS)k-HN}zzppNT
ze{a{*Y0)Ot-*W!``F#F*b;Q!Rl$0f_!q!&pZ7&QivXJTO=?N()*zk0HZqLpae^!OA
z)-p1>wCG|?{PbI5;*%#%RP^NH=ieW8_#p3!9rM5T^zhuwF<bxpyzcfpi%y*I`1#{U
zgsIPhD+&z{%#(k8dAaFkj+8+{L)DiT3*WrS(T&};<;Jf=hn)8Q{dRlT_j}c$3!PY5
z+1OT<y}boe_U-NMa@Vcm)@zsUC~injN_z76@!~&!YW9A)<h?3-`#KrE_SYp79v|<|
zKGedQb#>L$RiUfZ>g(%6SA}@awJN=|%y)KI?Ee4%zVCl^ef|8bD=QS+4=;?)+v)oK
zZu$Isb-#1B?|O9Zs-A|%g(;fBCExFsudey|iHnOX=x`hF*K5)Fm9`1d+j3?`ZOvNR
z(ZOLU!xy?T$kou$(96q9tE@-ds`}fSWBu~$cfZ@^?da&J6~AxKyWQ{YbfdPMSp4nJ
z<upDSiv{j-l`e^iiCi2U0gsRMZY_Fx>U7oF!|nX1j~{oxc=6)VYg@9f`<3mE-Cg#!
zXzSTorrw;KoU1}tPh(<c4&7H%dAIug-m33+%k`^k^-JR_Vq)f;nyS70)6>(dOJ83T
zuibyY{(r6Qw;Rc;f|vKr@moH}Z@H9d){>Kx)vNc!m+g)%es*S}q1)Bf;pKC;Rs7re
z`DiS2QqRTP`TN(Z`OaFAb8}OX)!eL0OFBVevHrK~#ebz=UIg;WSX|gzf2Z)c>@3sl
zYpMC#p11bZ?%q}Y{@tzR+M%nKym*me`}fObEe(x=)qC&!{eDzDKIH5y)6~s3O|q})
zT;HZ~%k8LU)qA&oIo;%*?CPICe(Z>y|M{%>{T1Qs<5op&UG?Yh-_WIAqF>+LjlN&=
zxz~OE^Z5J5`S)y0v#<H2o}RY%O}13spO5anQl?&CUtbSTNLZj1vSI<dT!n*t{hy8Q
zZ`c3b8T2G-&-+U|nZG6;Zqqa}3TkX@<l^KEyu8f!>-PPB-%dImcXC(WjSY^n)@31E
zv#vfVun>`xTetiDzT1z}O|`YX>wjIIAF@3!)^e^Ns4yvgeJ%9<zS^zz|Lel<w%WgT
zogZKO>&ryLV_$ba{`2=;(tiJaKOS+bs;Fq#*u?z%_ixwNYtdhyO!n6@Hom<0ThRXG
zhD#m68$QgQFm>wEr>Cc{_M2<9F8<c~eZN*M^PRmc@9wV3E6<-le|?Z${t77LzFxb1
zm3zOOR`|L(-`?L}|NVY_yl&K%fVELuy<)0WpT7~iTK@J{X!Q2H(A{Nkuk0*N2PNoB
zJA;?ZtA1y>HRooKtW`<C(Js-_4-Xu5qqq624qJPvOH}*HGGFQKcH!${RvtOxGS{{`
ztgx`K>dQs<(l<8@YrkF%pJkBPG_U5<$?m?F&*#^Nwe!h-x#%vxGVkuLR~Hwz%kZ^d
zTN}N6`MfHx+2;Az-rU?A`}OiN-^-Kz?N)yHP;m74acvWmkjTi$U%y_jHwDGC<yrB`
z^XIQO%e|HH_t)1|;p^wM@yV_VUhbFq@zK$$9}nBVUJZ}0w7qd-fBpVhCYg((wq~si
zUmths<jIRotlVENIP+(IeRVbK=BB5v@#acOPHUsLUpp>ezh<s=`KxcY^UG)d|NH%Z
zHb}{x9UEU=U;jQ!-lk&1yB&}DKw<Fk;X|vcFDw52eP922<8is*s;XUaH6M?9uPZM6
z_j&&R6{WAQojQL${QA1s(A8nOwLhOu@9ON-{C4PG;9|Fv$B(<8on;z4RV#GL?Afcg
zW?#?x@!{dEU8SpU|2D1qlA#;BD<r=D@76Yc`E^{PS{{>L?+^O;yXgEpThsb~HFv9C
zuLYG(IcBq`>BX)(*v$TV^Le|=`~Q8_?@#TMwO;n@?CjI`@5kTWReE`*ar%~wi%MT#
zU-!4Ov#WZu@wnbj-);H#*Ddp%eJXFeww+y^Y1WksA0Hq8de;2DhNh-x^6|dXxn2>I
z{(k@W`+ay`-a0kkSxZ)|(6Ie-!Fk>Fo~|yfGMlTb!>_-%xcKWy_4zL@``d@UzqdDZ
zZ&m4a8_!#tQoH3U9x(p>a@oJDzd!u%udiFv&&!>iYaOnssTs97tvC9E?yYCS>VBY<
zcy(j4`_W^^w9L)FPrCj5!NKONo12#M$=R$B(~VjYySwby%jNU8Bpu~Cdh}@Ktu2|a
z?(g5f`d-)hso5X*d0)D=Hu~ze+-O<rG9OTRx~uFhIPR~ni>>;2RQ&6m;`6a3KPRnw
z%`RWFfKS$HMa|DoAQyqceDdVQcXyX-YifGd|9u^=>RDM?x$F77>M#5M|Mg!Ry*;d^
zW>1fyRl$RXX}Zy%?6dP*D|hIM07p<oJ3YQ`<&-HRrLV4>+`3=%@Ae(@57z(tJiqEu
zr#dK`%ge9Ny1FX!{k^@jEQ^;-(~n=LzwgJPx6yCC|MoF@sWSgz>yb7;cO%E_^Y{J#
z?_RyOB2fA9<HyP0-rjy5XrFaOBYE@9GtT_BDd*<dzBYUR=H_NKYwO=#S--!$Ony_g
z+p^$6!}098PbbxnrEQ)m9$#~Dt*x5cu^TyNmlrrPPo6ya@y0tJA0Iz^ak0DYEn_1i
z9~YOFmGS%cMOT-VZPN^2H|OK`@8;5GIUjc2`I%!jd*}auzwh3Pt9Zx?vi8Hn!@h}$
z3s>*mu;Id&_xJDLcw4qP=cZA3bxFyVLJOI^+lxB3Z>;|O>9oG|?6YZBB`*@VxVU28
zy7$Q#UR@n-Ubg#g&A*?|*M0l@`#VU%o3h=K#%Vp#@$z*)7H+(m^XwqI{GK(}=h@fq
z+jui4?a7IWa-ZWWpNb}LzkN13fA7<4|K4uDUv=f#^XId})<#L%+uIla_>j20($LWG
zSl;&CTSd3~Us)M^9OSB+pGDihncu58y!G7tx?e9<k0<vS?ydfAR<`?Y&b>W1*ZxiV
zomKdFu6h2vjW=_a1uk}bc4cMox^KbD{bsuLN=fd%oA>Pe{P){@E>^Jf$-LO6|Mu3_
z(^E8qkKL*J{WdQCzmu|C&xc*UJ%-P2Y)sDkulMp_^cMZEZ*PC!bgXFK#l`N`we~%R
zpmY(p{p6um?%uO$#$R7u{ruu|+Gfe+moxYMdbL`pcX8_JX~&KqKduwA<HA~7bMxyi
zuC6l=9B`OCb?Vcs?T?C|M(uf@etur*-#`1m->aTpbNAKN)w88cvvzEqS`xdv<Ym&E
zvfVfL)$TrS^!)qgnx93W80rvIwt4mG^XIcCC#%Q)*L#;<du>hRvApfGZ*ESn{_^l`
zx{0mr-5)=H&OC9#WAe<IFT?hiy^R7TuU#cCA6=_kdEd|>(}m$+zSG*Mtv)l2Qt$Bn
zx>xhr7i9GRzxV&|yecLlGJ{K0YsP{F3jO>axTh|;Hba|V;izmx?5PcjhkNekncuJd
zK6iEQqa&T51h{;D-LFl*b{I5>h>6XbFhM|AQ1GD`OP7pw*_j(}%RYZN%)k5AqQ#4Q
zFTXUg|Mw%g^ZLRQx!doi)zsAZR8{RdzGtR!y438mX}`X|f1jmom9ZvpaocT1zlrz%
zzAIPL(Rs5e&RSppe8`G`gDx&E6<<n!zuhifU;qC!U(m^uCqdo@<=(uv)1@8ke!nqZ
zzwpA0;@^*Rx8DtW!?@mj<;s=E(l%GNY|-Xa;J5kEu<`cWw6CwO%6-kgw#LwG_Sr32
zS5K|o`=a63kxpT`(_3<GUIID!vcG+7k!=^#iR1G1H5Yej->k3iWeECWcdz>W-ni-6
z7Z<f|y!|$h{j)3Mk=u-KkJfy>8V(AGBS&1;e+~``0)>#Lr|0ym_qYCv*(vt^_as&C
zp0jDjbFItwt-1bH%t7zi?OkPWZ(RkY;_~<Ry7i((9R7WpzCY$u>AFycpNHlDCA=xy
z{qy_&|8KvRT9v=csj02Kd+7YtKYfhr#QhFBt=yh=R;u>*+wED`*Ui1%TGMa$YlT~n
z#KOqUX)p8Zf6spHw9mHsn})f0IH-PkdTOfvt#Z$-^<j^X^>)wwelvak%dgktuP^hR
zJ!R_DrJK{w?|ODK$1F7^Wyijv|Bt%$Q#Rie5f?9aeeB`yAMWSZr=+ZGns!E_|K~9Y
zRu-0w@9*xe+a_mQ^}@gY*W_2%*RKaPFLk50g?xT?R{!@qKXw0kSN7HZ4%wO&dUajw
z?c}<PneMl@<$j(aE-L!;t4V9t)m5=yV!nO0l;KlVQ_DKmBl+vYVgA_Ldb+y4yUX4N
zU0)Y#t0(vO-R}1$b$=?>#_kSd=a&nKi<_4ncd@!i_0pwFDxRRS{<zKVyX&go?+w3S
z_j~Q}J#*&B?EQ2~J8Emz)O~-yMT6>|>nS$RZ*R+;{iba9^~<-Sw&iHb%ge8SANcmx
z)~6*_wzpP?u2y?_XDj#gUBb5y^V_ev9$z0j*Qzwg$*BoceVOLpyYu*02Ppb^UEe?c
z`~Cj=(z=|SHK25sdwZMj_j}drSKm$B9Q$SSf!XKn|Hn+4GJE#xuUGc3S)(JFY;*1B
z^?%^#U*<b|-K)=QJUp*$b?=vp+Eua=)DUTxuZ#G8zkdHL^Za*(=BuXZMz8XkswHJ#
zw<jn#`0BpeYSa9CF@b@B`)}#4>9)IU_w$Kx?!7%Xlk395rg3p`O_?`u-TnXnzUO`R
z+7-`uU6_$&>AfwPms2+1yt2DIfBUyCQSDX9$NRke{KCAvx?Vp_INm2adCBQrTN6FA
z)?d@ze&^BF+LxD>zPh${HWL%mm0hLTS679CdJv%Q?)JR7*Vf0cH%>nnv)NGIwkl-O
z7En61Q+WS}`OfnBby10liL;DSyVU&WfdlQ*&iD($YCbz&u-=;#^L&SRx%$FI-xifx
z-~V}Ccg}jBnMPVVI(uHcp10nAzTGUl+Ffbq=e@PMG1D}A+V$Gk_5Xj*mom>=bLURX
z){Kizxwp54{`~ax>Ep+X|Nj1-{q4=oy!W1-Po6zHm9|-Qw|xcop`AN-W?fk^5!AB*
z^&raM-{a!r3!7<_TJq+Gq3<k{mtDt;AHEj(TCFHAFW=hM_Ugn$Wx3CK-{d?$?P$0&
z`&h4Z_Tyu{Qr2Z_rs+g3+FAVkl*D4I(pN89#p4QWs~>xPyC3g-@pr|>+FKHjOXuso
zl(+7>_VaPS{kN)vJ4@av{QgtA4N`Jne`LI4$?ID?i__OeY;*#(wC`0um-U@(=6g)S
z)!jY&&W^&W2aW71o~fs&T@{b7StuS?;dpwQ?qzrRT9xD;Cue8ViVq34-|rO1)rYNf
zyI5^o_~=Mdc8=L>zj-z<FUH+T=L(P#bO>0Lnx3w$s_HuF%L(QFidu#lXVWfk$-ErH
zxa7t3M^FE_?oin}DW?AGr?TJi`Rr2DAOCzlfBOFY`-6gmZS%UTetbymS5KO6|BPFI
z#Xgy*r>9RZc{lyTqodvW)jQ|eR<BAwKhLV}&kj&~HRI)_rJxqeqeqXnq@R~-ZE1=5
zWV-+Vzv}g$yWhPD3i+PB<M+GWp}Wg+K`s8{{qmrG(Y@;TwykY#t73PT<!uE80;u0~
zc9!Ys$4<At->ZJ#_3l&flA52NjE=o%m#_O^b^o>*C=Gx*9pdpdf#>c2@43ClceYvP
zr6r!>HuJcTPn$e>aZ?jhe{{2$h=_)@b@bCyQ+KPaf9iXAneWz|n?_HcKi4)j4VAC?
z&<IL^a<)|~f|h!9_4e+4^!Iy|c9p#THvik8{(p&QeoEk#<FD86U$@Y?J?@%OSpB+~
zm6Ph&s)H|;PCa+`=epS4Wv5P`z6^>RQSGpdQ&Tiw-PpKzTkh>;yGmbsS(OWSzr4IW
z``4G3ph1vp>ta`LzgOk0zxT_e9>efbW3K$Jd#@iK@7LDQcroi6?-aE=ZQ@IBt%=-R
z^6gEetGoN_kH_V|TeY^eWqo~h71WYc0rhiM1uSgZ_wU#1B!0fGDNDkvzOU^rdG}=w
zckaziPrK%2?ase%cXfUI{m0_V4c$Pkv=#Z+*39fNjM|zN+8OWtD|N1U?yZu@`h|M}
zb{0Jq5f@*+GI;qa|M_;OPM-Yui~C=V-}2zCSyzMH+}e)oPEgH!du!{Yl9TyC>%!jO
z+gtkUOQvqb1_$l%bs=SC+p502cv!e0*5uftfa-nzc0Zr2niqFxL!z_i^Ss-Y3lAM~
z%DuDW;^Nx-`)W7c%sJY3eD<PJt&`P%e&7Ee*V@_|cmKS<{ofE)R@VK$s#QGq?c0}i
zZOu%#ez~=vg7lcgb$O+ADgXCQ$}QA%UA|vr``_+wFBg6Pon?}J&1ce{IysT!ug*`^
zF4c|OzT|b)zJ>;dqeqTpJUY@@_3dVQ>9;pGla2?ikF({KG;#rrxh*N)er(^hu6wV&
zYnL(YFJ%#!l4YEBX2RLD;Gm#M%Y0`)D+RT_Ln0zpNE)YkSbf($`ru%5>8mT6wm+Xt
z&U?<}{XCC-_T0I#kD@$5qYbY$-#ov)uXgvnipRa$QO93hU7h{@-d;IIP$}@CO0F8z
zn^_lQsj8}4`S)qn%Ka+8e*Ac`a{0VV4-dD0y%OyI^2^K1a;Ep||L?t>EnYq$^h@}k
z)0LO1_SgLdIbou*`>wfGQ|HcIYnXiOMB3(+`S<rtfAc)+%d4y2X0v^ZpPjil$Fg|O
zygJptMYFGRU;llW-~P&(na1n0c)s5$?tgV<<>IfeuV>%fl$!Th&41n-(*>dH<6@6V
z^nc8`z0LRW@&4~p9bNk-e)`ta_~^^)>;A_idZkQHy`43E&mNn<_y7N$pJO)r_S(4h
zOF_BoMs47)RQcVL{%%h?+O_Fsj_NJ3>6i9Y7GGT%>@IDdcV&{Q_nl|DaeE@9&GSO$
zT9w{e_kTyw#fulSE-q@FG<ovZbJp)G*52Hh+<yCIAvg#1$y%?f`uZwrTh2^SlSsSj
z?xc0E+jyn-v|Z%>zBP7tnWnb(>KnV_A4_*FbZ%eeGt;Q**URNw%iqWK|NQy$XWV}e
z#y{5zxWv5H`rG|<dHM2X)`bNJUH`wjwZFc;SJpc0{hrT#aWx-ZZ@w+t`{5Axtv!{S
zL4BwbCp=1DTyO*xrU#qZzkWO}pZ(}a=c}u$r>jg|u`PJH->TT%+n$}DzyAHc-+sQc
z&8{A7W}iA~(xP^`Di3Zk9gUAwc7MNImNLnhuxQbuD_gU}fByRQ3e;(ScXzj_y!`s7
zr>F0}+TPNVac@s0s9t=x|9{=q?CXBzcT1=D$=k16zyDuUJD=>QDuL>K&*#_2fjZ~Q
z{N}EDdV0FHnORuqs*u32uxa1k-Ccd&?zfNr{y&>uU0tpI^3F>=zvaPaXPFku^5oyx
z;26CvC-CvH-q`0p@n`1$`=SmSanaP&%(}3k5j0o}8oIc+$knRoNe5`~^!2>zcbXr+
zX?Ly)UH$6c@AubdnP!J9^O3w;`Ft)&i~HRN2b)1rq@k$j$jQms)zNXGPuBX&!*+Qs
zL&J-&8-qO0%&`p4y|pFq`nuSwOTESKmfg<%_35<!*0Q%zAn$?7(dgRsaeGY?53%sd
z+r?yGUl;oJ)>cq_t&P~|6uZ0ZtJS=)wNaUeS~#ozd^~=2Yj*fl-RLk;t&j^76rH<d
z!@s|~3kqo0Zn2l&Zs%Wj=C@UueRdgWNa^?Y_xj&VPGmov8XkA?*4FH+i(I*{t_XDY
zTOMp({_e`E(A6SBLW>%i*>`1m@A}Wi$_gHF-jLW__3h2es$V6`{pOY&mo1O^I3xZ1
zytQVzw_ZGKmk(R+Hy1Q;_V(sxcTG)At@wR^T;)q5f<8Yx8@xJf?Ux^q`(O8(-wU|B
z%ojA4D{EEa0g9`#cXw8TnrVrNiIdiye|~D}hp%6+E^_U@vMo2-_ScKWv#d&2%`(ki
zc6qsf_VsnKQQPz89+z*^3%OJ(YnC&^$jIo*p2}iSKCG*&^YZn*dTVQT=wdhC>vsP@
zN%6^viMxKk+bt?7xzcN@*2@bEoxMCgC-(REyY<ObM!wG2V{>4$Md_<67w!N5^#A()
ze*E_Pb-N!udL$w#x$@7S8d;l)0BN(FfTdnj@5s&K`lA+Ed3x=mFE1}2zma3Me)8SC
z^4(uwy}P^H_x842P*>{U!Gq5>9+xwA@00m>>wS-;vCrPBuRVt!8f?wJZZ=un|65e~
zn;VA42?rR2#l+H@nwrl1{eD0H(xppvQ%jFNeSL9p`^MXEpPe<ozb7Skwpnh^-8}R6
z`~UA-y>`KZ1AD$+i(Zy_dD*g@o12ckESYuUgvaM6ll`k~te2>4ZRe9U>bLpS!O6*K
z*x1;(%yY8Zv%lZ(o6oQL)Cn?j>GZgw)%~5FhIV##;<EqW+}wQjef|IH$0b(25fL+9
z-rBnQ=EmgXuJau?WM9|2yt_O<cxzVZ<M;3LwZhlsBqb%C>5(+P^Xg66?#|xcufKK`
zKR;&*>bZfe`}gnPvaGACmbrF|rTzKw@!5ri&g*uq3|>A<FLu|AsI6Hu7c5W^77|L5
zGRw(O^PBUc%=(14W%08fN%OopJ3pVZ_Dx7w02=?;`F`K;Gfk}AHd)`_-_L(jw)^Gv
z_4BXq(@Wniw*6e$?z=yJ{Fre)u6pf_UFYrp-vRXzS=iZU7d<^SQ%pB%M(XKlQ(x5T
zt-B_XeCg69pWS6|eRdW-1>@Ofxo1G*{k7-I-`~r%Dt(obxAUnO$m@&Ude7MZ|9QSU
zZ~67O>a$nY$KSV*;Y;3r`)*!*)yB8er%XwaGSACtYHIQc2$+z0Wkuk|?G<}({JXl`
zU;gpq$H8ybHk|+d@woi#y1&0>-p=2D7t|rPnCln3JumiiyZxVoGBy<#UK>r{{a-5i
z%)Z*+J~cIaIC*(Z?d<H1-jn+3B>r2{<k_8K>8h`<Qk9gHdgjlc-`UY&u(#^#r>fmA
zy}y=fs{79~d3>zbxL3;5DE0I-Q&8Ndot?GJxt%ZVSdV1h`8>mCziQV_c~YzY>2CS`
znTpPBGiI4)OV!uc3rk65%`(kSJJv7%J}i81RcY|%G~fQG-ka8Si|HDHdZ(Q|JtiPS
zpPrs>UVg7~dF8*K&+pDF-BSHM&p7D_$K@S`$-ygwR38^u`1DGd`XnVSx^3LuqxmoW
zZ_xIKx_Q=bZ)`mL<?Ze3A?xGrTFCH$BKh5(&wij(Iji*bwVhYvUZyJ+*xu~XbTs)t
zwdUhdak=_P!(%Tx)#nAAon`v<>-BhVtM8#XAt6(=!q%*Kc)0!bkxt=R28m5|-*?~7
z{QT@}Uisn~R;8=hc%_!)-QBg)cedHB4T;Uq&dglA|Nr0jdG%Wjj=i{7{r>8=x3|BZ
zF+Q)MqT&*~%;zGgikUX;SrwBRXdZQSxE51~`TW{%Go!X-EG&F{?B)6Tf18&SFLymN
z)7bt0-}m*g+uuZQPV0@@p0_sh^0Jp7kIPS2nQK=Yb#+zfW!vv}9`7m$oFrHM#&GG9
zB`<cr-&cG$GwI=>)~Y8H-M6Hi6e@jpC-TzH;!DcP%Ag+N*}2x&PhAB~MCWBJ{igJ#
z{C;hC+3wi8yUWYBs;aB6c5dg(`_7$zb=6cQW#z2}51qnq?<##gW%A_32b<Y<f3-|G
zAu!jbGDtgoUCCD6$W1O&wZqF=`8~OKc|((u76k<bO_@LcfA$(V1_p+LV6CZ)PoB@O
zzXmEW_f!^x#-AshyL;MNTid%=%JkEU{7XwZZ(pwL{`db7_w>b!7pHE&ZJV|CuG&V=
z$!b=muclnOe0lvzE71J1#!|*7&HQ#3E-rSzy4amRJo;kusXex(W;Ql4mX?<5^0keO
zjbr`a+Rk6Ue!Y{EQweAQu&(=c@T6#6a3BY3F`w8|`T5E7=gaf%?%H{)>z(KO_wU~a
zzAv!2llAG-rzg*!Ki`_)e)wTw{qIM=Opfii3Yx#(VYT#~rGow6FOxyzxjS}PTn}Ep
zwAf#J>JsDha}_$lUldj?n$^(Ikn~=<?$?*h@YulI!rEIoX4`LZr>3XBKFn_)^7YkK
z{U~+@h6ZWpxVU+s4$QXP+f{RNn@<P7VmfhYsrS_B)1R09n)>CmW}xfxq`CUW#=!><
z9{lw6Ybj_@O~cySGMMcHY%Rd;+~X(CpTB-_vAd|C;KOVAg|%KqtM^_2O^VL5t)7<f
z78LBtGpx(k9sj7M=f9F$;r+hf>*n|^w<>${;+mYG;KB_X407-8x|%%m>}+#wEv-{u
z->+DqA(_0T^mW+Lqepk%+MaWB(V;_5{kM9h&8xob%)G3|%EqQ;WVGqV#<2Bqv6ptr
zZg|nTo8d!t<*%2^zuwATANxL$;ec=M_jh++-Q2wVwS|Cc_$nrkva)U0)<iCrv#r{(
z?zKhy^>wkP>E~oX<3+aYDz>(<%5FUcS3x8A78Vhno}PJ(Dw>*}j*gC19}cp|=5lg!
zMr}&zoHThdsPS>#LQFqy&5s`y*SBlk6Pa5Ux<1Z!efcG(hU}F!KR?x6V{p(s`0{)B
zx)9b0-|toXv$C=tt(*Jx&F1r2A0Hj<>g+7E<*a>lq!ZNg`Ss=H<5k5LGE&BAJ)k+C
zBS&1e=H3o_eSQ7)J(Zuod^)Ya+NqUm-K~}u7T;MWp0&TfT|GC~T2xAEm1gj=6&p4L
zEOzhzH}$#%0|Ud3ol{mZ80Fuyxm$Ev7c_@^{b%Uvu&c}G*R8Vu_px8fG;7MAKYy+)
zbY}ORV{!5E>@LS<wv*@2`-6JBpq43Uu>aB$&#G4|mxHUWu(eT3Cn~#VeR^{8)alc~
zlhu4p($C3UT^IX%)3LqP-`{CRCo*U>-nkRAbm>x1nD6jxX=~dx?>JkGw^?$}&U?*2
z)_Qq+f3CQp$iQ%*_rODrEA{_(&lV_ZT=aPVl`A2B-FuyuzLK7Bf1Tl^Tk-E58FoCZ
zRnUAlDU_k$YuW2BFXx>)cTTP0!7Sy57-3VDi4BZ@ZvB|U$nfXe)KlsUnL++F6ddMD
zI~W)k2J<o&pOst+nVFfOsVEPRj;5xjlIL^FU!66-U$Xk<=JftYj~<0=%ZY4lX#q`F
zpE`H$+pYU&W*Ud?ud8KcVbL%$y0mz`($1Ybr7Q{-Xoap)S$=utjT;fUx3|5WwO$@n
zY;4vp-pd~FWO2V;P)*GqDYKjv`~Q7iUt~4+*7p4Qe6m(gR-HU?BA{DLH)LayYp=Y0
zoVwqf3oV?&Tau6S<=)#9nR@EaCad7(epeSbHeXpAZQd(k=p=2Hb74c`;VILnF9&sR
zU-cMf-QTwtG>w=(uhLCXQ4usEn3R+>W!ki5QCqVjcgccEYw1~<tbOwKd7##vkdTmG
zlzGMl1z{196p$;jqW4y91<eEf`tow!wmo}nKrM+!k00Ni_WtJP<(kpk)>xLknXx+e
zU=u57fc?pnl<?aVmEC=gc8U7-%h~E#&AW0XMERsgac{~DD9D@e@{XZjR@SRj+0%D@
zy88a#FbiK7GN<Y5yWQ`#w6(pHkM~VgnQK+*bxfjv*OMnHpdMxDs*u91TeGfuO`JF}
zYDdAs)wy?fm4ar79~^AHJ5AmwrNeKY&C03T;k#~uMhs6))m~lv{M@>27cK;-s;OzI
zs=EIC`SW^?Eh7U%!|d3V917Xj)&%Y>div#V`F+rcPm$GJ&@?+6zuX$*^m87Q_~h-@
ztXZRDnswzw@=rD2Svz7k2Y&f~@#4k2(u)^C>y6~L@=BY1x%GTy@bW41=GFOL6J%gu
zaM0vbsQ&&gw61QSRq3lGWp8h3T3SZ_{r&wqXe~wE-(Q}SjEs#{Js&=ND0jNOy<J;f
z{rJ~h*R-@{H8nLNQc|zNp1*#*dcp(&S-YAWSEtRK8JRPG(w!_&jT|#Ks8I0N$;s+d
zr%zw**v$5F>-D(FDz;xPI9nAz>j5nvm>yRJnjoE|QeR)+|5TQ*T}4x0-+$k}eWy;J
zo;-j4{Oi|?EM(U0>zbyy&Of;aUQzF3<mBL(pkn*!gmT_nP(!fC@YkQu=VMJ>m#55q
z|K;W7yuU0gEHB>N+#DDG`pe79>vk==_2}1@n>l$~K}*lp`K|oHrlO?ew7cx>CD54l
zwYZf*s-Bnn?f<>7QeE{TWX<Q)v@|UXi->*u_DwoB*Df?5V8NR=IomI9`1JWRXdQ{G
zi_4B%hYla^e!Dp%XZp8QOIXFXl>YxO%)r1<*9{sg`1$$y?yXOsJ&Rj@@s5R;D??{r
z-?dj)S5KWdapA44*}HFbuiL*OWaT6!B_$Ctv1Mzcw^!-xul$_m>gu}lpRA~;YI4uE
zyt}J*?63&`Jxw<{BqHKP;O@f5ZvA%Vxwn=aIN;#w<`#EMs%OHL$40Lh7#Kc8U))<=
zUi$vsKlZ0vwwUxw%PvguI;t7b+1Y7yEaTaknR#z7FZZ9me*JpTbcN@uTU%F$t%+FJ
z)58Or%gF|f`X4#s5+0qCv!<!JdFqrYPp-uW1x;#dYWnh^nSa+UAt9kJhxzR_EG=(d
zoi=yw+N0g#+IDvLzODr=U~E_&uC<S`v#Tp;f8F0N=d9mr*xSeJMsK^atMoOfd1?Fm
z&E{1xJ2$DkyqP}#>Z7CGqQb(9VQpoL!bMUh84K)cf9?21VXeEZ!W$I3<~v^hk~s4D
z&!5ldpDmppXJndn#o*t+e`-cXm-c)-CM{RGyX>t|VPPSt3;N(e!sXTB`k;B!t>-0;
z(`HnCeI?m`I5F$`y0=^HlY2nrgrq@211C4PvETB`M~)qvwPni|@4lJp3ylrI;O-1z
z|KECi{!aU=Ky~an$rt9Yrx!Ck@5*)nRkF&yL0f`?gZJ8P_?Z?~^5^)rokdF@Nr4wj
znzN6P^^k+U(&SKpuFgFE<niOhXJ?!5zWVOwX7|FvLapd+Yn+^%uB;B%Pfbs+ep~+R
z%*<8s`}Z+1F@XkH%<tD+&W_E?TgS#Hv%+ht*2$M8T4rWpx3}f)e)gJ^fq~)9n^Q6G
z8Rxv`um903Wt#QmTG{Q~?K}V3D=RyLRz)4{5;d*+Q!&?~&`DU$=R%*X^_I%dX;U>n
zpMK>t*DAD`jW=j}-d&TVBOJLmHaH$`;|-3Bo9EUi^KzB(u@$wyzkwF7&8vJS+1k<q
znq=te><o;Gnw52R)z{bSEx;AF!O{cj^J|iF%w|V!N;&EJnvGW~1vF~2(78P(cXjxB
zGqc%eedgQUy*h3B^mHd@XWyEdJ-0vER(}KctB?1|7H`#!*l^%Rj@jfnbKYcG7d`1%
z8L@HE%ZrPTyB?oBYgU$uWahewJi-ugnb&Bp^)XLh-@R*+ch2^__)-4$vr|*Mf;XHi
z|MbLDR79j=?({ix)__*bcumz>w=HaK6ljGTx42%(*0s^w{VXjlrEDrT-2UX;#&hxH
zWc95@Prbr#Pg3;`*;$lY`tHunt71}8tBxFTS-ND2hQ0m&sI^icUtZP@Wn7Yfe;=qe
zl;LYnN=}|SYu2k-<v%_orlzJ=&RL}D={w7$aCh3`7ylP8UVQh}B4|HS+AQbA*7L#3
z{WNWD|E{{u4O)+Exm2m)$IqXdii(cw_y5}k>eX#bKAv^FPj=V)eZRk44Uea^LcCjk
ze=TUa-q-h_fXKeSZrAH|yG^pLX#D+s|9@Cq+&q<&_wV0Nu53T7=n1L^*RNj>?S6jU
zD#O>ldi|o*uGg0(9*2S4`{31-u6&0*D??XL16ALpudkhySlrOS;CX4Lak@>G|9m@L
z&vmmJ8W`r<R$t5BzubR**;Uc2V%L|SO)Fl_3JSeaucPJ)M^}ceopo-W?dth;zfP8V
zg<M=2@%;3eGoaP6HMO;>bFFJvEm+`i^XARG<%v(9KY#t=;^MB3j)JYN?d{^Xm#b{Q
z^=PkF=0VonyZ`^QFfcUSU-a|y^Xz|re&*%w+`035ripo9kgUVEx3|^X4=XOethxO1
zN@y>0ao*==XS=$(ivC(_X?Y!!$i2HOw6L&n-8bFnZ7VixxUjhF@v&aH+Pqs^JR2Ju
zyLx)|^i1rVaAmQ}Yc>XkhD&R!zrTBR@9tmzQ<<5Wa^_Y}C#Q4;Z`fmd^3Uq^`!0QY
zdK$EhD?Ix8y4bBrN4Zi{Qg++|bvnO%DN$8Z+jT1`IayRjX3df%D%<TQPnskmBC>>C
zzUIQ!X%i+akgxmUc=F`QyvLDyDmFfP{5bahDp2*ZqiX3R=?S1|c1A`<(8{iml|ia+
z@9Yc)Rj`*|UfEIjIHvTx-S0J^9_fr35}=`PP&4>Qr|{JUj?7<QUOpcByuiXF?TiGk
ztW`*7XJ^*!ZEHdE;+3DDy?i=7KCG2XG-fL&C+94a%t^n#y<I)mx?Ib|BqVs5Pheu=
zLbrao+=pQxm*g>B|LNFqOd?s$e_jq~pv=kHxp)5j`748#cD=m2d;87p`Sac1u8ZC6
z6B9G1&}y!lg~g38udbd>NlmSMTYjuZa#`Hos$&leX58AEJ=^?V#o_F`8<UTpX<%gb
ziHMj1(qLwGZOPK5u|;=mIOleP!OLTFDsGh*RtWvNx>+*$OzAm?{gM0UFk6JjFf%bQ
z<jG`CS_H~_UmMSwZ(j7+e%slp+M?INn*w%N4)=BcgS?(Y+msQU#eCw%#^luPw@a_b
zmRFv+jlF|-9;JgAl)vxivg^C<+==0pu?U!|6*}qi%aEL$HQRD;m-$`?)p$E@PCdmi
zY2rlCFy+aYB~^2;FLLDuEh+*nL2>Jo0rhuQ`OY@`_4E1syIITq=B{F7W_xkY`u&yJ
z`TJH@zuW14xQ+L63#afMXipHd4&eG9W%oV}H8r>2-`@TXy)FtGYnVA@=RM{RX-7H)
zLGvSDKcBY;6-s%ZkM+r}-m}LBv?z8}(9$lIm4%OwW!>GiHSO%IrN`y#V<wgS`jQD+
z908h=7t@JQ@B}UW<l^E2=SUfg0MJqf72T*U9`oz}?F4nq&ds&<p0um<^|BKuJU|nN
zv#iV4g|6lURqq$P?wTvSzP>)ZsA!X#@2n@Kbwx#+tV&)y;F6zoWmTxQtD9Ta!$Ym>
zww1oVrm3#(-ptNl7F~B@f}&OBrzK(QVqRuNZ%XOZ3SakzOMa3FTHOX2AO+QJ8#V-h
zLZyL`x#aiT?bT=OYkq9lv}x0o6@kkAl|)o+UEruWpzjsR;OXUc>0mQEXyw)V&&IHh
z-RDDx4^N#u`SGu9O2)>)c6N4Lyu78WKY#ri>fzDBCvW!#I*tggFrIq(GMqel@*=nX
zo&})(KNlb0x2Va}r>lE@`u_d<jOWPXrSk2EAFk3~rHkmkX@_SqorwSUNgUK@d2wOk
z(Q7O$EFP22&9QuJ2=2O>GBPrPwjW%t^P6w?7NU9f*=La2?$p$--3hgy&zghQdc@WL
zElo{H@vth-zH@oGzqY-7JUgEZX#GOWau?CLU8VcZobh30XFq-YdibTCmzRUqH_e^<
zwoEFlu5MqSob9TP4vz5Xii(PjpfS>~??OGf^)g=n`>)Qx!0<=x?0oz9&(F`7XP-WM
zcCX*!orP1nKnYthxu=a+dfD=MRi~2c&dxG5t@%*^+Nu%|5iw(1-rZM$n@R1*CGom>
zyefPt%F4iSAm8o#ySrES?*1)5<?^LVHhD!YlQcycpY&P3yKrf#x9zR}pQi7B@#N&>
zs>i+NA)C{DJwfZ*VB@BFM|Y>4m0G%ddG?VG!F8$0h{}y&(v&Gn7A#P({qdlA-L{q%
z7SOo-$&)8vU0T|$qG@d%-7T&UTABPh8kDyf!k34zOqei1;OOz=)m!#|yOq7^W)3L3
ztbU8X2lq;bul-n$<l=?S?OKM0fw{N0UH$d-wQ2r6o4tQNon95NuxYiKqN3wuHQyl6
zmW1NxexOw>r>1CX>F8W}adC0|*-&-{28KMXrAiGkJ!jL3f0tif75eq%^7*g&>;Eiv
z>y=Wqx3>q4tq808efhC0>B0iXPoF<uUcG)FXu5oL)YdFerFlFvu55QKXy?F*iOQyx
zpHiMaeY(<fvf3=;^uDa?>;A4@uMBGVY~CQ5eCDg%k^HOr&l%2vtEmQQ_gPCamM&XX
zRU7g7?3x!p`g4n)dY#R!01ao{`7tv0vkkg>ZK+bjn_FAGJ3B$E7p65eHG#%Zrs+m!
z9qkg8+gknYO(1A9(KKDqsMOb2SG{lEyczd<u4VBu(6Z8o1_oC*H_)Kym#FEpXRmH#
zW?vPw)T_v9ZdY&b)or=A*S)j?P3%kn_1ruzH8Qi8e0t&u+F~atC<vNy0#yk=epG<g
z<MrGB+o7UK>&{&2&u`%7Uc|B~S~@x=fq{X`;`Uap+veEJ2AY~KesMuD{PwG>t3hkU
zFE95m-}?0F)0r181PIH^zrU7#ex9xG%}uFiHzpsC$>kQ)F)*8bRz+QX_pLq|%OtI^
zH5pZ3UKCz5T()ePl&9OQY?Z@DAfTk#=XqaYP;l`29}(}|LSbVUB0BjwX0um?u3naW
zyl>|%(EQ6nXZFyQK}WA%!%^YAF2+*ftvNT>diO0SXXmLiW~`VpMda!8=l`WvgL40!
zDPExrmZh(zfJ*56{eQ#O@BKClH1z@6B{c~&ZI_ywx-xLFo7`#B%u7e!&gxzCzrU}q
zY;|{E-?Y1V-&f?`*s$=ro&Q{`rC+{$$=;L)3Ouh!21&!DmP3aQmE6wVp84d&L{QPE
z=08uz^VFF$Q&d{p+pBfN<>c1QnIm(3yXefBGe3R&7?_c<B6==jx-dLCEiDaPSAgrm
zQm><~FI?x<{mLwTea*L>U;f&mR&LNxA$T<Q)2B}=p8x*+lRIrG!x!F*)QL02)`?q{
z@1UftEGjL%dY)}{*3C_+R)vpR9zA}n>dDB+IOz$O%5&@5Ut6Mm9UK}!+c&<NVyPTo
zO<9%ipf_d0gazvJYl5o3zbl<96k4Kn?Wd8kv8arUPJDd4=X1aLS{fPwWo6rLXGZ+|
z`O~WE%L*kWrI_4@4<8==rg?Jhwu<#$Q3a0C-~Zb)GB7;Yp7HO`&sp~M`=X=s^4^t7
zo$Xy5!aiZq<@rU$#i6^)a$8$lGhbg@D_1((JU=WXWXkLNfq{WW$1+}DTiey$UA#5_
z<|fzH)>gT#(&l+zUKC$m=F7#y6OxkhB(<lcWr^JM{YeZA3>sf|mA_y2?(W_H3+7Cl
z_N;KR@)Vzy7ObG%o^rYN|Nm@GJ3nu2Lj%Lr_3`nOKufGZ3y35oCD-jT&Az5#Ya83y
z*|~1pjT;fH?Cjc_nkUzuU$R7nm6i47L3a6)t*R<2pe3RKMMaxd>tfb*>qBaoKOGVF
zfAQnvV^9}AWT}^E?f<{uL3<Ow-v9qE{Qr;R_97Az8lIpPgj*{<CV>_d{`l|^6hmr$
zb5^kNO0DppZ@2Crg|(mVJt5El1n;{ld(Mk9iv5-IFE8um<mWf9tE*E}Q8}_D^YXDZ
z5gQLJF1x-iR!vXuoW)!}VHuem(Bg|tn>OwFW}SSDCwP6FEoi;N+gn@DO6Tu+xb@wQ
zjmc>T8W`1dbk2Y@NK0p5x^zj;GH+hXIcQE#_Op4r+rozP@2i_VhR>|h7u;VHe~xjE
z_BuvJ1_tv!6VHoYzP?|79e6f75;mj*8r@`IxFf@%z|ipj`n|iy!y@O^Gwk<U7_=lb
zu4~}~rr8n8i%%UfFiv;7(8I?ulhI1DOR9Zl*My9cz|9$lk_vu#ODG*#Stz0AtS!km
z?T6Ex6E%)2qUU%OXsx)w$Ql)Ry8FYQe*x!gvTr^)`djA1XU}&__RfEOXXm+}i!JZp
zJI~Faq73R*o&;6N4o0An)CoPH4do+VI50vyl7T^#6Lc;B0|Tz`nc~6_xw9zMXP%9v
zpZ(u2E7q*(`S<ttasRqclPf--HNSmzUEE%)SFc_zTD3~6>gy{}VRgTrXV0GTU9Wx6
z$o^={WxwuqvAf-Jb92wkGF^Rm*R^Zcc6>Ue{kTQgujACIQxax55qmzJ(r*81%f!GS
zIJf(*gUb=w@;id(?f=*GNSo`Ovv}O|<NE%8qUHB%%jc9{i~M-WTmNY0^0{Jyg0HWy
z@Be(xTEFVc3&G3F{rlhE-hO;;`8`QcHcUF&C3<n^=l%E3?frgFIy|;C6lB`E{r`Sd
zyxaLa>C_a>i`TA+ncpdJ-lunZlZ0WC%bs7aRu?|*HFsMdw>RnAo12CuFD_){<n&DT
zv(o(eoRNXSeeD{SJs%En-+Xs>H}|u9HJ{I}S+q!L_mfH9pNc^iTw5Ex{mtL+_s^dP
z?F^38n|}J;?)Urt#6(9&hsDOu?Ul3Lm2kFOf1kzbRjW=#MMZro<`&aAQM5B=TfxIa
zf9^axJA1R7ZB>e}n$M5*wd<p{YIS$$B*lqMlx$0sXiJn)eSG=7#p<xNRvYw7;~9VN
z`~NeCFV1sLQ|UR&=OS<7TwHi$EDZL2U7LSYI)Bf^`O!NH5__afwSIklJ$=6Q|39A>
zZ`)=jSNUY(pF76qZG@w@=k=~$zi(H<+3a;Y)$IO!I2^Gl#k20+#^Z9`cD28bw2H^g
zn7?}6y1rk(eno7_2z+yI@9zzJ{TUd3tkUje*kmtlp4ap0)vJz<8ygaxb8c<XJZJa&
zO<AdP8;|CWwB-Beo7wsGR!G}a6ik^qb?a)|*K0Og#e9C;Z{KH{eNATCcP0jgDFqBO
z&GX~d#P7G$+x22mM@L3hR#!*ItXZ?lwwjunZY+I$?N6R-aBy(Rt1FuFao;rc_50)Y
zRvm5QmHt%h>+AbF)>w%vi;<zhId~Fd%GXy{4J$uAvG{(cIQh|$PC-FX^a={b?kdR)
zj}HtC47hyln%HrfVxRWx@Q{!vufJV=mw#60G}M41#+1j$dJT)7oOp3@vAfN$7mFvJ
zeyXIjDEs<4LBWm1&(D>uzqv8l-O=~@y4d9F>tbcs?N2`5S95pYt-ot$o_-27MQHoO
zyU&~X?K*bt+V$f>Gk?<0Pfsr{_n-e~W9@R6x7MPsKhK&qYf<|7d4X|p^VZ+pobGR8
zZZ1BjZEN-ScQ-brdVhI)dwas&ziTB0S-1ZFUN5-uf&H^%^=1qV7D8v|+uJ`oKR@2!
z`mI}0OY-{URD~VN-rbR0?AF@_+W5J#<mDxcr&EHt`o6!tZC>^Love2Fx}5K~M76_?
zEO2c8w4YzfL}Qaq_f+k0x7gU&x_?in$M@~6{=RK>?7o`H-KOz1ACFpmyOF$j+qQ4q
zCH1u~K0laB85m?VkM+yTKRz!0&w1y@jT`Uw_E{LH7IIy?x3_xnzI}F}Gb%DNGCCBU
z+e#wL)6UF@*i%smictIQB`+^UY)<pNa{c=A=WV>wVz$-adMt~diR`I6H^=hg+UV^P
zmPILbd2eoP+*tVdSj3Kk#JY7mcUnqGNhN)Gaq(xYC<DWT3saBqohZE?D-PPI4idh2
z=Z*|$H5_-J|BMeW-yJ$@eqV-{mlu>%XIPbH<=o$A`)=3kbrzq`7(d>0TJQAr@Q@Ht
zWtjBo$;rU@c=^Na{Qaq?ryV`aZ!fd`eqD9R`+K(W)@5&Q%rH!Li>dqh^y97U^{%C*
zrDx{ZT7P?YS9<&1vgoeu{0t27vPbKLlBT8Jys*%D^QKLk{`Q@({`>X%=3TpXt=Y86
z==IIb>1KtGj^tck<}16d`v2eW>C5L;WrYO>PMllw>Ez8bGmWj+WM^icRP&uR<?Fk<
z)~na7In%}~J<Zh2?BDr)ww!kjcn%x%EH19N_5ELk(65E3QzNH|S~AOS{8!8OU{3)r
z2SdS^jGm5z8?&yi;*-DeCv@BU-}BEudocBgsR9GTf$-+h8jZACKG=v6v^u3LI)ATe
z-IvAkuIuCWE?TojN3QC{LcZ+q^>MPLrKN$Pp`v@MzIJsAtGg8!7q@TaxB1{Or|eed
z#jV-bSFByz8@V~HG~)WLTT<b1m8o+I4sixXMoJ!T<LwTQt9-g)uRR09f)*x^;^JbT
z*=D+7>*Hjb*?7BR^sXn~{q^<r<2|3xb#K34XT8jSz8t6~(uv%pQupJq{4r3YJfQmh
z-tWhjcuszF`~JVOGqX&!_kG{{{^%6V;78}I-|MV6y-CNdM?$dv$6@(T$IbKa$vC(3
z^=`jc_1e4oJOjgrsgtL6#O^Ljl{U{ivq|T4*t(dRPm6Zuyt}jW?W=XWUaeXay*=;d
z@Av!X&#(UVa{1;Mz3F$$@7Mm^xoz9FHM@3MN!wPH9DJ?6@5iGxt5#`&Qto-(hz$y-
zpBCLb)XM$2c(!@|xvDQOCi>1WNZfCWr?UE>U+TWI_Wu7GGxqf<We%rKp9WR^KjxQm
zi|h3SE_QR>U-$P@@$>ohbyu!kJEq)kGiiSHvzh5hudl5w{CYK9e9ymG+3Py_?f)1|
z(}|okzxvI_<BR;~+Z8@+6@T`8)#}xtVn|FkN@REWd%G#y*%%mVmZdPA5Z{=1xb4Q4
z%-}h--)_F`<CQd8@?chPtv$b-&5i|mA08YG3=6xq?%SHp=Ux?@?YIADacxax@s4{;
z3=B0(Wdj+PtX!$7q?DDFbxU^j%9WjKqqjdR*9Mi{!OQ&uV`F0j!sFuPKna6a+Dv54
z?)|39ix!A6Fj!Q$hcIMjXLomW=*8~ZVjYH3@4OB{uXmcuU05f8T1PHN&ds&HEqfca
zirI`&#WY{vd4pG`gY?=&_V@mdh!66`kL{%y7-Tx1ou4oN`T2SM8QHnHx<Tgd{mNPm
zUy$mJ@|>exqJ|k47W{b+O0YVolb)WM8W<iveSZDVr_+<)-`o2(Yr1~?y}YyH@im5h
zw%=~7SiAPG{M=Z1L1Dfhe;F78b{#{hH+=gn4BW41MhFTfAM5En+AV(k*Vosdi@m4o
z^_pg1bE&PZt;@TyA@Sno^z$=})BO&<etu@A@ZDXd-4m7FpFKa;Co2tVZ?tlYKYKoF
z_Uy$A7b?2-%gwzX%E-XL=j-{l;ZE^++l!YjP2v~txBpkM=li{CK|#aRQ&U!~TGcf>
ze;>G7d2wN(Vd<+YH}=(5-zmKwTlj2d`mxmMvD4yLFIuFu%y+ifWOaW~Ye&Mara~ur
zn~q%FkB2+{e!IQ6`un?|w>BmpKh`5@{OHqZ{r>B5)w-)zuTK8<=H|xo_xE<Z-F7>u
zj)j4tphWxIWC8p90}YIkk&%(@$#-{^{@isvzTS5A>eZ*Uw6!<Sv#m}OR`)w&mV4{U
z!&%?&*VmW5TDd$;R8;ilN%i@2&d#yie0bNiY148pE%A(ee{b*RQ>RYl+}My9nVkH%
z{_XY27kCdF@Eo?VYF}RazF&Qz{H~a3sgV<nF9^QA|D53*H)#IMz5iH;gv{!&wXZ%T
zo{dk1v=i?Mmh*BjFcdrya$sO+NC6$Br6379ddtI&fsuh>5@<E%s4xTWFnMCUyX<XO
z{GUhS7uUz{2ep(Q&nZ6FxqN=zt{b_G3<m;T8GfEwIz3LxIPFY_x86>bv~zPL=USKd
z2`alC`F!3!{>?Q8h6gJY8(fZbiE1YuY+^O6{q<#rU2WB$H|h4>OTDMN{r~s(@iFOq
zow90%`7`6+urWNCz^Nd3@xlcGkU5@{)t)}zRq|3OJf_eU)C<{I_xG1l8T*EQ2BrfO
z{TVtt_WymG9~d1iJ$33-*3ZsuJSXMZ85sEHG6)I!`uYY22Vc(Hw``f(CY^3jp|wz(
zfx+SzhXS~n3~D5s#|H*ZwC7`BklA(aXx;*mlDD@^%ii6&nOAqbPxj|y*`MVGKVMJ3
zDs|xb9(lq2`enig!Vg&s3Vu8$oiDPp|I+67#vl1#HLEuqS-w1~v}9IjaB#4T3#dVR
z`1;z|-QPCPe^z70urEhkd^h6*?I(}A|DL@$e{1&jV>_SEi+*F)=fULR!Xss(0Xl`?
zNV|MpM1kV3ZvA}{J7e_Nc%`m9eBH(`FZcP`*=|N=wm0R|Sr{4?yGKVyuZi7l*2XU%
z_a>|_VyDjOO-bf~Ioe@sI*QL(s)JgBJKpVjt@P-!`eM)l9T#_(zyI+%er^&g14DbW
z?1Ud*%65ZJB$%DIOVcdxjs!D1Uk~WehmCo6cU62i$liTdj)6hO^i4xe+Vyp@A5X{s
zGkSJ*w)pLBx!uO+ER^fMu8u#-DjpL6i&_Q-hLaV191IL7;|n{u#T+<qZ%+3=GuvE$
znogw9>uYPfJ32sp=oNvBlMc0TUR)WxT&bLcf&G~43kKCyTeq5mJgdL|Pf<u{=uz{1
zAA37GDxS|Re+24UC_1+t5%#wc1no(iXwBN7e@-)kLG{(N=)BI*)nP~Pmfx41ZJytE
z?AS3--_>`v+0iwTn?c2Q;c4CNBD;MVEELKd7`#IE*Zoa;b7SMj+4uh}JN!6!nNMe1
zTN|h^_vjqMg9kSm88rf<x8-yO`&p*$KfeFx+5BVI)<z4Lu`smzF)(Tbg2D=PIK}?s
z^7Vf{TD)8`SqLr{9$#B(^Yh7M!=xh}6`xM3C%?V5bz|AvTNRHw)svo_nE3HZu>a8~
zCntB`Rb!A5xZc1pWy9^f-MXMw(C+g0dNcI(_4`3_lDGHkHKkHE26lG_MvcO=XU~E)
z?tZ^dT5!G{`;#Vay^dF}UMZEcF|hlAOR<kCB@IH`D?UE@@p=A#ne6N9dOJE8nc0qX
z2r4ICSrK?NmxqC`Nmigi=<20QLgH~1iJ)TMs`QnJsi~=;;KeIfM5@2N=>&}^{QGg-
z9yGt!eMgg_rtn=8YrvvqesiVH+kTG$9SOEE_x84k?Rl|lqPOd9%e^fI8hm(qdiwDz
zD}y1PvQ}VFef8sUf4{f>UX!$Qb8bHTn7w|l8K`lYk(=v#N0LFt2Bc=yo;`o+?Kt=D
z*<+LF&QS1zMW8{*H0{iciZ2)4lh4nyecM<2>7@F{6UzNZb`(DDx&YF*Jb`ga$FXC_
zn(o{Gda-zhO=VF?NXU_?;c=3nNa^S>zh7fq_xtw!W9wpfCtX_;`SI`j`u!4bnGQG#
zIxu*-L`FtFDcaez^ZftLd*yHJpIhBhWNZj}YN^1W`sg6LyiOT6!-u7tL2EQr9xIhF
zFepfZEZk7~`r6SuJBuH`-G09>_x84<^?6axi*|xW1}5%eZeUh#V3@Mv=jZ3gL1p0l
znopjfu2rA?zaM3$|0^$AF-)-n#q$bKY!n`s73byU4UCSCepANqU_${fheKypUS8k)
z|9_qzVrOs{Wn@|4Qu}@P{oeBXwcBsxG8{-$1sN}CoOWbS<>y5U7cRW9mf=9+V<~|K
zA+z##cXmAL(q0t3J+JUlr@Gs6zqwp}&x>~c0BsUq@{Zxbft}o94xO`XtIJ}l-);>I
z3=~wKTN2b>evqj_xfhfgN*{HqAG^N)-`9ve6&pV=9tb>assPD{YCba*Y8VPaKmm7!
zzwSeG#n-Fh-FMj-WWty@96Dzir~BFbezW=G>-hgx+j4FOA^fvy)vB(&)!&cx$yzHZ
zEn2i_(c#?*Teoc!TWrf<p#e@$$9g1%cgCy(doPupg@M827^o}fVB~j@Nh6To_R9tF
zRkJM$A5Fi*$sl6~7EDe3eSgWnKU)>6zrFFi$j2Zf2Fl7;tl#gsoR@cgo-HVo&9JR5
z+w=R~Zo~3-ca%!l7}(GAaU2lLdU9f-VZwoi9na@gcirV;s7cgwVz+SWl`_>5(}@Up
zW5)2HfkT18eZ}^BRoZ3m?nHt`cCfK5aM6w4w&w89Y15`fY|Du}Gsn`n?$2X+^><th
ze7)JAf&|pi@pn4ENe7gXK*j0q_xr4?zP<`=dB^bJ0S71}+)SUJYd-z-(?#z6au@g4
z|F?Lz<8jvoQ3e?)a1#XNZ`G79FD|l&%s>4!>Ea^S_#ktJf*+tlNHH}v6%=K)zrJ+p
ze|l~?{q)h>`TOTCFlMl@dDFl!WkTKGUq^p^eZ6?sE~~m<m**dI6^|9E{q;q&ESjO<
zMg<>-183#?z26_rOrO{JzUH~LVeYLhKW<&$Cng?K;Ar#XLG#Ai-`|q9voo~6`Olbo
W;%Smowo^H18pzYt&t;ucLK6Uc*~EAN
literal 0
HcmV?d00001
diff --git a/Code/MonoMutliViewClassifiers/Results/poulet20160901-105508.png b/Code/MonoMutliViewClassifiers/Results/poulet20160901-105508.png
new file mode 100644
index 0000000000000000000000000000000000000000..e30399bf6a61e1a19f29a40a1805936044d7e5e0
GIT binary patch
literal 20748
zcmeAS@N?(olHy`uVBq!ia0y~yU{+vYV2a>iV_;yIRn}C%z`(##?Bp53!NI{%!;#X#
zz`(#+;1OBOz`&mf!i+2ImuE6CC@^@sIEGZrd2_cqW=iV6{~y2eG|3zjW*5G4>CDHF
zlU<9ZswHa8O5#ddR_SBT|8m>9x3{i^pWb?B%h^pT{<C*2t86%Qc-PeSAaCP?r)<`w
ztriRFP{~>(6tmy{kD=wc1&hkOe^uGZeP6ui-T9c}yWj8de4oAZ*}mLk63Pq=3=A6@
z{zmbG7zcWr8JHLt7!DY*2!Qz06dOR)1|CKh1_p+PR1O6YSI3!wk%56BL6V6B#62zG
z0HPw=hMU#{rRVatYnz#Ui{gL0OI%o3dH3DFx?dOf+fBNgcfI($ZTZQ+J<{fWWxHcv
zUthofmUGGD+&v%O{r!Ib`rY#TYqdgGoygn1I(mEF^(v3+ceYl=uMAy1EpPAFu+#Iu
zC+U6JJa68-b=z`pYw76tl<ki7on<mn<?HL~{$;yk+4<$RRP8umdOTnL&oZAG299OB
zW6O5OR)2rD_uAo~z8h}lY`U3qy-MQx-bvqzGr#}8TD4cNtSEW&&Ab^5MGp=z-h5le
zD`D_plicqI&HS$pG%`zB6f8K_E4{p3uIfd&gsPrvWS#!!Z=0+C{3tAab0aW%dtT`I
zdA6o`cPw}%jg}m#df*oLE{dN)qxa_K^wW9UPfIMGX`KG*sCfLIYtCAq%ii8vdf>o;
zY}+2`pwG|FZq2@~*V@(=_3w_j_0FHy_y1cuS=~R%V$uC&S67F>{_^tjujBUr7RuRH
z#k_vFphxRvdhO|Hx>hwmHpEptWc~Z|e0^E8dEq0MUP)uOtE<De7p-uZS&;naC-?Q%
z@As<xe}8`;et%zW>1AK@%y)No{`&cR{`#*QPT4HKyi&?EE9Q0Loe6*b{(V|vB`PD6
z^RrkwS#QTaw_d3ttGQym&u;Cyv2VwOGiQ7}gDNV1T$SQm=dAj7O?q0|skF_Nwsm>C
zUaDEn_51nbM}(=*f-?#Y56qLFote4mW{#9e#)PV`ua?f4BeVDOIcwEx;-aE2d(H0!
zoSvo|y0a*im5psx-rZdwW#8W3E|1(QKI>Z0C7A~^W=Q<}@ngk;1rFzJzt4GfeZ78t
zef{;43CYL%GA}Lh%(}d+H|yG(m7kuTUY&Jy)vHTOyUp_N#XS1<_xt|;R~s0aLw1+t
z{`~#>^|IM{m-c?Yx7z$(#o@K<mh8OM+S)qHEO*wsU9a^*SA}>wIyz=uTGAO;|F?9#
zdd}%-y1}!}azz9M73=HkL)XW}8X6jU`T6M;_B^*Pe%7PrH)n<Q`#r&qj*hEBR!(}i
z_j{af<fbEwzun0+X6KW+;LLBkWWxpnRu+~Ok(<+^b{0KVwSB(Ox&6uG$BS32SRs^c
zRq{e%_uX}Kt;=`adUj^!;v+{~uC5GrZ)|J?nHRM!XXW;LRj(&)|DN>u(BnssLN+G3
zf?Sz<d)wXzum8T={r=TNce%j5RbQVJSUf4PxUwZP*mthg)yH2q-F`dEJbzw~;i}Np
z)3R?p+FAVE`xjq_p<Di*k8O(<FAiPk#A+$S=j!hMy4U>PhpHG6`FQs}nTrn&Hpd=6
z{&xHQb(Y1?Vm|GgwB+sW?W@zz&s&$gE9>g2uCA_2!u~c34;^yae#_goZhq~z$h%dq
z*KWF*Gs`%=FFRi3{o+X?`^z35>z!<PZ0r7-nwmTN=70WrJ$|+Se7jYFi`!03*I)nY
z>gv_`_xJt!^?JSSFPrbbZMnsC0=mU?Ll!!<djIn~+;9JHg<<ls6^V!2xOjL%o}QXo
z`v33u*UkKPA6ER`dOy4?w)c9hRrMmfq$3=bbNyJ^*tAqsT+YrmzkdJUx9#0_--@=C
z9&Y1(b!X@1tZQpD>+9=V+uL8S+x_m-kI1v<&Rv`T?~D4?_3`n1?araALIVH(`g(PL
zef`_}`|pRA|2tpx@pt(Cy1ywsg@4~!eBZJA!u!eo_J2b<J3G1f`NMyHdRqGVtoiGW
z$K`^<!lt>uJz961AyqJV!-v@u=FVOF^z`)AaeJ%Q#oyB3`(;wvnHdY;-Q8V%MO;MW
zMI*c1g;!TsgLJPBUmv$BV&kH3@9(cKzh4`^Hfn3oT&q&A*lNq-vhLTyLPA?gUx$^x
zxZoJOyDaqTs!-LrbCte+x$M8X^!2q@S5{756|!<sGdq9Q%}uFMTeGHyt%+Dz_V(7!
zuRDvLda0_azC1J2xU0MS@?n1aHH+Q*Uv=y6yRgJ_@|PRQ{jmi;_W%EEwkmzK<oo^l
z_^+?8hp&&@`{e!m^`)<`z5IAw{`xfCXp{1HG2wrEB#l8jG;M5RK7Rbj#mgI7R<>>5
zpHJRrXBr<jUH;RFi;L^Zx>)PA@%!U=rA#h-czC$<(-TkK*j*vERbMWM$Jadknv(qg
z-`}pjzOcDgrB{~w%RhbgEbHPT*QyT(*|%1G&DxrG_gB+-X+gn-+j4KeYUa1Q&?jqs
zWksO!_OJKr|L+Z3AGbE`?5vfEhuhYDTj<>W>f7!7@YmPYipt5YQ+DrrasU6n?Q)e*
z1mE7=?0(+v_Z!#kJ5}b_eCoWlEq8TO6O*cn$_l@^R=@syJ})XP9Q;VU`go6|vb?<f
z){KizS67FJ$HmRNwk~${L}mA^*VoqOt-rpb@bQ;(*6&}O*57~S#6)FKiR4-IH(cvy
z#Jjt@w~Oh;teBm@FS419chcFk%hvDrECxC1aliew{r|q|_aB$BtqS>mr??-K$lu-F
z4JxCfHl=j3@kl7h%gft-I-x9nSN-<({P54u&Zcg^Eh;a+{?^v)*EcpMgYv@EIdj%<
z3ajl{CN%BYkG=2r{hl&?`f|<SWg13CLHu?<7QD7pR#x_w@n0LY)g<qZMeUD=?Y~|u
z?!U4<KmO{f(9>J}CfWUdV|=&%|KDFPm(LfGmtWt;E1mWI-Q8LC_4_Vey0j(jtkm`g
z(R<FT`_Ef*b#?ga;^*hOdV53T;_kVAKYy^9{pzmLY+0L%08nyl=ac<%+220%XqPA`
zCG|)en-n~72;VFEUOW78>GUOQqqncB{r%0V>dOjHv8Sq{^5V(K$+vbEFP~TYEz<Vy
zm&@WcHJRJL+W-IA4@zuaQ?)eh?BYP7o|m@{RMS0qlJfWd|G)E9H0|x<%kS52|Mz|W
z|CPD7w{`XRPd9V}m7kkZPhZ(vU4DII!M;;dwX^T+C<Mjj)M?X}>Ba8a(YO84|7l;0
zf1I!X7rg)f-}g`7zhD33N5$1Ok-^p9-(7ukbMw}kpGCF5UM|m@pB4Y6oF_m{@`3q-
zR`ECkv)O0={C!_vzST7M)|DSWe$1%-{jKs!zohZ88#!j5A2jpNGEP6YV=btRKY8-x
z&Na8{{{E8OeK(I!#^S-pIr4Qs7H+(m^Xz8&{L<|H&Q3$K*=J4i?%a6t>{*q~yBiym
zpPiVfEcbTi%$aIRN{38xZd_PvtFC@LWKG1yDf;pEa&Bxm`1<j=)Xg`~)PBGF{F+(W
zn~3DiH_x1ysO%dUIC1sf6)R5g$XHys@wRMp&P}86>X48rAHRPuzb$@rPw(B?&*#_Q
zyOCpdd1bJAa74t5Ec==t8$d0fjkn*XU0&w9?%Utr-=$}tO?y+eThhL6PjvkIz2E17
zoZHAQw`0lkxE%!`$ESUHaZ&DdT+K(<<n6c5zFxoo-L-#b&F@!S5fc%aVU~MK!rtD#
z_{9aq?WKl>hR5=@@7_AK#OKQD@be&7)%+~l{w+Md_UhKN^0i+sx*kvNF|7Ul&9rRy
z-JF}7j;{UdbUe%RaqNbK#*H^~mStXE_Uy^Y$?LvNR`;K^%y+ib?z?$ndND7)&3N>Y
zPtNAX+Xzsy(F|WVC-cgRiPxXo-(L~9c+WfG<Q~haFDq{E_pbgUChz_C_xJrvHqHSh
zg1C78<eruB`}bY1-Bj^0DS7ivpJp~*n_ru5<{W!iFhhUek3}JmGw$x%`tjpO!)|f?
zvh4GxPa991I8n{O;6h4z`tDn6E8=%bt^YmKI6cPxfBycz-(2T!4_h0xtnBTryxgUC
zujSp{1&Z!%`S;&_oKgHca$n8PjW=`BuB-@@D`jP6eRiZ%cwPPUFPrVs&&hzo@6OI*
z+g~5P8ShFzFZcNQ^Yl4>%TJy<RkS*OciCEyBkt}hEzaJ5<GsWJ9i@f`<_rDiS}lv&
zS(K+<yMFJtS)j<#um9N{otv1raAnNSO`Kd@pDLK`<1@2*cm81ry3~2~Xpe;9p&M_@
zKEK_5f7dNF|9Lq%X0t0Fb*k&F?ElQ{5g0g;latd>P*5<>alws?i`{$g=9$}8eJR-L
z>gp=lemJr2&&T6I`OX_}=j}cVO7FJS-zwJ3wyoX<^45a`jqA2Ontbfm*6iJLABgOJ
zIxX5KBI1UsZFybYK9GAlJ32nRSRJ_7ZCTCFPt#?V1O*3!EcpNH`u;n&^i3OT{(L+h
z=e*D`z5n>_yxnV$2*>4Lx_r6!Y}#jz%;~}o@Am(%1BKG7tE+8aU0)NKoMSdS^YXIZ
z=<1K0Uq3!RZYy_rS7|m#g}?pZl8bLO_!Q)8J{)9yt@r%LUsEQJkFRfRO7&jfpM7=J
z)Qz{_=Ba-^%6Q~9=iAnrk4MFirEQ+MWQof9*OxC{>baX|e)8nW=~wPwtpY`GwU<{H
zC<SI;UpM{Bo_kCuS}Sf}YiVHtS#@u3wf>JAj~G5(-~aFHqVvUDnNG<6`@jy8+W-G=
z{`&Kmw`PYwe*OBjSlzlO<vayz4OqET@69sJ{&Lp*{tD-IzP$J+)juA#n`T|nI6KqW
zz5e&@`!VrPZttz${^`@FD~nvYLsy5rZK|EV?3<Tq_O&%fO6BYSY>caXDw=z5Pvp&;
zH?4}F^<>XIn--jww(Pa?cTgL{Y_@M<Vc~SsKHKVV8s_HVe#?U&AMgJjk>3;O;LuR^
z_SVy^*H>3h|Mz9NJ*ZBsda<zm%C6GvyT#{ir`MD&7gqPnxWBI!)XaKyZSCug`zmf-
z+?IRW=9;UUTh-iU0h`m#a-U1JpT2+p{z;Q2nPgwn+57!o^}5>W6DKa5YhA9TsCe-4
z>BaZ!ey;^JY`11#fA!#C^QrUa%hzhx`Rcj5xwWahyjT7HYef3?+gCTGde?qFYcBV?
zsJQs+qi+4ItE)nPJ)4~msx@M#ew>qidt2_N+i&BRZ{3=AH_Fb=E-rrYuF}`19u`z=
zxxOYc_|nbydNFUjazIT5?e%*W>Ba8SFf<JOe!qVIyPePF`ro_9ocs7YTcb|){qFa6
z>t81)Cx88TTpna>*3C^zSKm$B9Q$GKf!V&Z%{(W4`t)g!-`~^c&P_8smOQ)u?f0px
zKkmxEx94Zqz4KjD)1s@tzFJy-uhRYE#fz^lE^dFf`@J0~(B#4wXWiYkbyfKKb)CZM
zTDG>aveso+Y`@=GeB#83__spWj=s+X753Y5Za&&*XKfwb+S+<+b9#T>_ucn*uGM~9
z$Qt9#A~2=WIPJ`YvuVNi_toCLwK`<wqH}YtwM|V!Gcz;S&2E;ptqPf>_wrKP(v^FI
z%<q;=zWxp5l)Jmj!yOzNKur~^(pMT98Xlnj?zOd-e|>#j`s>Tf)n?C>-TOQyeS3Ge
z`k?faxz$a-j|lr~=;-)dUgmrG%F5ucr?l65SpDX%y0pYo{7=(%mFqI!C#_Qnxf8c1
z_qo;gYVPM+;p^sfb#>|e*z^3=_4V`9&dpi5v-tTgzp`g%W<LIU<JbNF|CXnnou#R-
z4{B2c{r>hgbY+n0&mTWB{{Q<s%es8s?d%|_%F4=3H*-|w`0q6p#Kp~<WtO{&nVnC=
z$||b%_qWi3f(@spYA;{x-k)`9isp3Nd7tMm-*Nx*&mTWDOiV)B`Q^VwlrOyQG3mJY
ziM^TE*32}^yR(8*SWQD!)%El9^V1F8zP`G8`NqcN*zfmt%z6C%dcYs6xEC|bj#bz$
z^ZtFj?@{i*2hIF@>K?{eRZpsYXBPc&Uy*6t_thWeVs7QWy|r~UsO397uF5li-_K=f
zXJ#lS_bghp=*uB){TKg!zn`uWx+1`Fe%-H?$NFSfr=Fhn^6&Ti(+%AgE?g*ORkC7U
z-LK5`_S)f#er%m*Q(4q$YBt+f-EYo^4E>k3tQy@M3L2M-ii)O8o2KRo%4vJ<F`P-;
zoO!HAavej^AMcMr|CC~8MR~5<UsbvL&-(4cz1|<s7@uEJ^YfFJzyJ3gI<FQwx7)ny
zsC_r%{C}sfOIL)foU~-~{+8)_u~jGgU*Fxmz3ThBwaLf(UQYJ6y9jDa-rSt7t*7U=
zyZn8ahsO!m`JaEk-~WBrz8|Obj+X9k+x>2rcj@bES2v}eE_rjqkd=+?)!Xg&!!j~f
zSe3kZ5cd0$xBkoH^7U8dSQgvt^Z5Pkc7FV|(7G;Ack!6S-w%iR<E~fVb~jExcje#T
z-(TNsKL2WF`n<yE?UkR?d}kUx-E_S8-;JW;;?RhQ7loM@4jpoO`sB%qq@!KoPj~Lg
zytilPG~MWBO-)QomoI+}YSS(Ao4YD*Z`Ddrr?9to@0-Wpv$X4E^-Fwi=a{WOUXrPw
z5_so0C|^H3+#Y`^c}-pX&X}dO{NI*sxve#K@2A*yKG`Yr=dTBqdfH)YE^NuXd}U{G
zdhYFQzF%KopI-7!NetxFGc%1rqabTzcZaRt|8Lj4>UWls$?IMuiQE&}f9-gmY;Zup
zh0wRs8s0m2^iOTEEPnO^)br`;y0p08?o}x#FYi@QkL$q!M$e$XzrKQ+^R+*pPFI~L
zBckoQw&Yu|_{%q6=6tUGb~Al?Y548h-`_yRs@#5yUc*}(5}Vy?yTx=<dM>UCUG4QZ
z=92#HJ(ZuIdH>>m`co@x&59j6EPUtN#s2;EH8?MC-Szkn&x<T%Rs}EbGcq=|)oax8
z%)Y*E>XPodNkvP4eS5n)c)4HZ#YL`BJByYU6%}1s9j@O$`RyY^vG!ZVpq6}i$@fQU
zzOy{6s&AhAEGjCR`S@6`+}q#Z-cCN7rd?=rPb5D$Gw$*IzwgSmw6s3`s;c{P(OpYN
z=g-x6WzSDvzlL^;>4G{1dq17hHafQBpFpAI@%K;Pba!jc`xkWSpT6C)?)dlG7Z<s5
zdw%*=7a+9yez@NCs}=Vy<-Oj?#Ka^bEWG&SWcAl8m(RO2(>UEr#=Dt~*CgkL!QTJ>
zeos0VC-pl^yKb%iw|QKDt_eB>EIT{P)Z1*f@5z%VXBj59U4Qz0|Np&RU0t9m#WUT0
zsf1O@3cq<aE04=npUKtRQ1Y#4gQcbA(sfgpym*muJ@&@=t+l_)_WpXcdivJhtyxzu
z-P>Dj%XHz!#^k-{lHcFnz8)03PoAW#-yfs@ZMqAn>-6u(W2=%E6Xfdu6wb9OJ+=7R
z@Av!5tKUuX+tl^Ht6sA_O5Px$0px<JFB#ic23uNMO4--#$uXP#>-+oqi*@T<=G)b#
zY`$rdf6wOZZ1eN4zi7XletONk{dYl)<FxbhYF(3e{C>APbbXvHs5^Ulnr?BldFiW=
z^^9x7)<zi}tLRC;y)Ac^Md70B4k3R!r);n0nUZp#fzjw##+ez0dG{+%o<Dy*{@*9@
zn>l9Nz4ylX&Nj={`WP{#&hnVv^B-%2mUiWsMX&sJ^yr=9^R}zP*UtkLgj1%7Y%lem
zu6OlVuQbT!?eFVj)~#5fu{G<e*UFVEt3IDK-+Qg*>(%hQ%a6esXs&g6*xIPATXJq1
z?fv`h_VllNmfpR_D{WT6yZE_$wsrZtkg~F}&eHwI)I|=r^M~&&div#vuz$w;dwb<x
zb8~U+`8Sd2$J#_Lu~TdK?f(Q+e|r=7_*k$0kMQe_%<Nf*S~x*Af{KPydE2w!+}L<)
zQ)>4#{dm3Qmsk4DwOZ-a%4JpYVS(L`2h6_nY$9uaeVMo<=xW)^ORk`D=};^8*SFj6
zud4j~45aGPrAuEPH1mTx`%CYgQ=eDi<lM#+n3A$YNJ!|(>({IM?f*sWE_)kPQ?qB9
ze*C*Ic_E=itlVNNs=vS6^?u*)D+`_3?^ZsaYgP7U2588k_WRxPIRB*cU(Xny2lvju
zyu1wR-5ou4Y*p3QSEtUMyLNAHHK>8``sefc;mvHkDs$()dsJWnYKUDw`Js(h`peDq
z`70wgr>(QREdFV^{a?@3VQYh;qGm~%=dJ0JwSM*F<YZ81olo9wjs5?h=Xd>nx7&N~
zf3L-Ey;2|-ZAm*THB~#@ul!D7yOep}n?UoD7Xf>JKAY|3;}epUv`9%w>C4sd_?LUX
z-wO^3nsi-w>7^OA)!S}u&0gNp!czMBn(y|zWwY)6|0xEQX0lc#7wZ3gmf!x%uJ%{P
zr6rzHmPJcIV-dSbUuV6)w>N5IQmc@V(4M~KzO&6{nPg6qtNjuP8qaWQ<ysZ9b5k3y
zbl9UERo~vM+_J?)H*%9puaxPfW_~-3*=Lu5MwEVkf3IIC_2lY@N8S2aZ*OhQy1Hs=
z*7bF|?S~i2T9;*9T@}j3$$1ep+P8J7ZC!Iy)0I7y#kn^&IPR_fUUs*3m-lqNU4Osb
z)~`NO{QO+#?y|R67Q6G8zP#l6_4W1Z@9ypf^})TSYQ=tVYhSuG;ULr2%*$^5cE47{
z)qV{%&A%5jRXhAz`Tg4E`uqO`S(m-Ju*`S1h?tn#%UgTa$MD6+$Ag^w_V)Jcpb@H<
zmzS@0?H02teKn=*-JO-Cudh}9NqkYW^zJo5Wj76D<6zK`O4ij?s`mEwOP4RtetT={
zs@UDzUQ7Ic(9CaA^(EtO>GjwmtGTP9wyxUu`<?aDrAtp9KkmNRy?@`5T$8xG2a%Ji
zzP@@n|No!mY<w~++<K)n_4NGwmIt%4vVxMTS<a0Gt3p@rx@#i(!*|oCNzvky=grHr
zDu0*L)ZFZwkg#Cq-*30iURfD@H>>RJt<+oF^Ydl++By07%=&FUby(K?*l_({+SysD
zQYIM*fBydUy}PT__Lo-KmluJ?85b0U#l+H@nwmge{d6NEqjkT&Ei9?}`YQEJ+3w1>
zTd(Uy-Ch@K4eE95e!uT^mbQ+L38<z6)wnAI7B&@H$Q*lFG7D6YKE9{8bR}ra_lz^Y
zZHkkVlTSjzg3i7^v-kUculxDoFh8hE1{xiYuJ!Th`S|hU&Ido9pPQQvYOI2~fQJqp
z@^Nx%`uS@0dc6w%rn%PTv-Z{go+V|PHRIFM)3dX#u9`VxhJ<nUHJ$BNyYJ>DB`5E-
zd;jO>=d*vm-_HkG_w&<J-(D$GpVeV&&m8F#K3jgj_W7#WcD1`+URyhRW$^MoPA)DZ
zMMcGBo|DzmK0P^^H@$h!jLXaYXN$*G9K2I_To%;*1`UGTseZpV?cyR=xvjsyzc(-2
zeV0eV;6Qf#^iA>Jx6*ds&8w-YIdfWne@xQdWxlh0W}D^u6clV&8L@Fu=G9eGBe&&5
zu8ey=DXZ5|O<DPH$%_jIL1u#Rmh9{2a_;TfdE|P{^>wk!yr=6uTQ)n-h_C&yN$#yH
ze?HIuzvn?+)z7EXeGj+s_U_-mAJmzguD|!fKW{%jv$L~IjU62w)ig9tnB?Bta>RR2
z+>0NtuCJf}@#9C$k3k2X|9a5Of2M(v*=Mm^ug}v{Q+p3TH2C`Zx_SMN!}4biHnZ=w
zdlu9mpWJhEd;a{+{(kd?3l|<ceth{6@5S@pJJ~lMo3l6HdA?n(kBdvo$IqXQ1qB6{
z`OmkD(>Jf(xK9r>r0@(hH03+n%v4k>#GtXU@!7TLeABsBrAC|6&KB)1?>4;tu6C)(
z`s$7O`~P0!kv2PXr|R`uP?ucI#N^7BjEjeS=2%=@yDn^P6iDaSiki%Ar6(t;K6}_M
zZ|1lBa>$B+gCVOzPJ*K18L08M`})OovAfT#2wd#5Iqj^^)m5ROKv@~Pdz+`1SJCeD
ziH55G*Tlau+N1h*`TBjoPJMZQ|NfO#p{IZR{ylrb1cBn?vgI>CDRWKq_H%2$72W4<
z%s!dsqq*qk`WJt{-w&^;*)z)|bCH~F)rp4%ppL1Qme!>sox-Yf|7w^S83l!|3b}Y<
zqH^h<ABDcNOgy*WDe4Aww8~7oUS3|FePV**t9yHQgUU}{X|s%bdn$kZzW@K-w{Y&{
z9?-<d+uPe;pH!b8;^EP;%y;&(W_ErpW#z-A>^Y!0)9`gZEE66d??3&rWL4_vX;GU}
zJUdIB+xf2Usr>xq{{Mg1OHb}I&AzrG_x3hW0|r#MdR|%?ygX!cn(y7(?|0Yf>v>&L
z?zdUAWs6De@3-66Y5VHL?TO&G{W2jaDCo-8>~PQY=S!^T`hjNoK0iPIf2)}^0|Ud3
zhf_NB7w-RhEgDoIwQvfnc&hu)`(l-DWNI2Z*Q&H=cU;A6v)m^oR$D7RCWYVLRr-3$
z?AfaqI=An#t-G-y(W>xKOW3-Yms#GPo`GAluEsocp5)~0Jax*HC0n+bh>D2BY<&xw
zFwQGURccrhx!FxrJM7B#`*o{-eSLlUVF9SQ4(iyve&*QDCmU2&wr!SK?yHYKUcAWI
zzWcM-|NlSZWBR(fCf&{ZzT#`y%p)&eWX!dx466S2W~bI|(3JCn9+nAvtG};Wu)ra9
zS4kkKjXrDEszzq^SH0%<E;KMQtNblmY?NO<mzSSEJTGtE>&snh*63W1tv>(s_3PCW
zCJ4w{m7KUbZR*s}r1_KXWPv8LV`dr^O5PJz_tUVqk9Th4xp-QCzm8|shlA{;zrJLi
zonh#F-uC;P*R#GnJw5$<#h(59_b=Ieebx7`UqkEa_Wk+uXOA6dxZ?QNx8AQVOFRza
zW?*1=aB4~?gOGrLf~VZ|>H7QBek}8y9do@{f8M0hb&sS2MZXIR2n0MTJ?uZ%>gg)&
zb-FA41!AY%gRKRaefC*c^*+%2<M(^jt3p>_V|~rQz)(<o;{5sR|Nj2Iy05mn|EAdv
zlT@V!7Z;a|=jZ0`dbw=&om;EJ)@phF`gmMEHh59j@}#-i+S=X+4<7vV_3PA<vR@&I
zi3^L0ith0BG&M2FS{Ato3JR{<_Tj?^q2D@k(Vq9J-`jqDclURYxiA9*!}ZRepPz%~
zfUZ|b?Dqs&<m#IF_0`o=XU>G&-BlX<_UQfnE26fpQc_Y95ffXsHhO!NP2K5fx?Mdz
zC4a4rjDn6y<lfyCT3A@P?%R30-#)Icu5w$Y&GWvzDE|EHEEf;Yl*=!53h!*qx;m-k
z8-vcj7B+@DU4NU8E!nfQ7#`fZu{C>o)%SOAt@vGDPVHovG-b+?PGR+|Z*OjPb#@kR
zJwL}Xc;CK#pn(w;O+`h=&(F?+hNy1WI(&O`b8+Bex1Dn0($cFRJV;PgSKrM#;mMN}
zR#w)RjqGv-TUFK6v{Y4HSFT+7>e|}bOEw3uo~9SO>c@|Y>&vz7iTLl%y0D<}x^^bx
zfvX`agH-QjGc4#y`1SXxwlJfLkx>vc8_$K=`TJHjH8Fw4j9y<`8|>xPHLvQGX6WiL
z-$`Gt1p8;cytEYL%DbGkpPrn|y0c^BudlD4zdC>ae*EL({ntM{JPgV#-`?KN{`>1|
z)P{t{dG-G)L)XRJ44pk=#tO~gWh?6c|GTv@x!uXx*);c-38<%aXGfvfdrnZo`W2?e
z)S&|E)qx75do`bZ_x^sjd)L!x(I%;<L~Q^4c)Si&U%pt}Z+A)l{||T2)OuZA9cV^Q
z&41pTkDf;-C^|oR{(L!TNaFN#{qVE1Ol^NnR@r@bUFhnt%r7r4&ax_9_386xQCZow
zm7kyO^kruTCBCOQ$8PH$FZ47rG7=FLUHauq$ud`lA6JhaKc0PaQ|k3935Eja$A8|R
zn%XHX$i$$xF8%zx>s1^K3^9gG91MTl1RNL`t}_qwMI)eMeWWaqLH6rRBS8ndUoVtz
zzAfuNdi=P1^tPPB)pz$+Z-4aYQOH6k*4CDm75?+>PMtjY@z(n{H#cA1km$_H!gAte
z$*Zl`<32}CpFVy0!DjZ=SyxvTS;%zt_FmnVdwbolGSG4)^Ib*Ps~DdDIxPQh!7|_3
zySCmfyPdo4|M@d#LRN>Z4O!|X>O03G@OZ!cb<phb)$sVt)6;ad!rx6lJJYUqR~wJy
zqIY+9XJ1(n2pTPM>ycRa=TA+qob9d9^q#=ueX^ilzU|K^lR;gLEt!`=gA6@AJXco+
zKfit-w1DdYTi`M#kJHn1uda>WE_B_0hJoYHpFcrUe4%@*N<D)%r=7jBEjJo8y54X1
zYlX_oD=UMme!X0Nb!Tz9Zqyc!NuVi7Q8BTsKR-T7*;H)M3SFh*3F^a{<=$E{Wr|4Y
z+gqWNKof|TbNzZ{t;0YSwW+xzsG?ptWhH}>r@G&q00)PLnwlD$YfG0cTNS+AZ`}t)
z&)i#ECSHDd<<ZgZSjLpQyGl=;J$v=SLg%}3_Mj1wuh*hMgE(?^KN3BIyu7+rg|2?a
zB|k|-N@~@TB`SNrUW?Y!(3r4({d?Bqd$O;uJAE&XfuUiOhKWgt`Td&DTjki+Ij3qh
ze0hIA{&>Iq^#1<-sI6H`JtwPaYH4{*DtU21F*QBC+UMdV&{)aZsI8~IzJK&SU&MY}
zL`cY#H)XrG<=%eArEq&&Zt!F^-#y<fi=X*`roVfoOm{ulQT_d0>@Hqb1_q7CfBrIm
zz5oB6Qp<x?+QN)S&Y$=1?CgAXW8-2cXXmZO&;3AM`0w|s*W3MkB5ay>Cn7R3a?+9y
z9}4=9x3{-zo10(%n&}!AHm#<nMnp>LRoHXX3V!Lewb9jYgRP`%^u!#Ne4J!8EpIU+
z1H-8`u~wz4wigu@aVYF~b;^Zd=j(O5ORmS3@BDXnWw1JEmiV0Y`ztdHlfS&L{~!JH
z=g&z?K0Q5MZFBGb{rE{!=FiuUkB@)){Q2qg=g+?`{`vd&?q6DUKAyEw$#=56!=fiW
zU#<bl8+WF5p8il3yxdO~)Fpj=ZS7=3H%3OrNlPv-_piP(&#KgGQj94hBcoOEv!3g9
zh;{&|?uWG?{2jc4HmCW{wJdhC|NCWfwpYl<kTu1rsi~S47B{}8e*EyEKvYajOI`hV
zu2h(#V`HC;<)V%bj_~M;ii*x!ucFnuH@zo`&Aoo@^M8E?28JKHQ9BA2f~GaEO`ATw
zyw|Pxuf}D@l>7T?KYjl`{qVyHhaUz+M9kQhclTA`_SDm2u5NC-{>e&8Y9{w=%e%X3
z#}13|-|6#fmn~YP)PJj2+Pvz^&dSeetZZzjUY5ii@^JTj6}l>ynSsIK=C#e~{$Jm`
z{Kx*Zr-!GXTXtc|sUspf`Q=9cA9d?*srgy7HUIv-tJ5Y-SRkq$reSP+`RcZ`vr?cm
z;_2zRZrhC;5v=U&+Lo3#*PchKx?i=+*9Bx{t-4(SskMJ}$2EzARxK{o7M|bm<;6v3
zMn=Y6pkcDDS)p%lY;-nGKR4y@!wcN{dmgN+ezkJ>mXeo2M~@uIcyeN*Ro$N*YX0-q
z9P5={9lyVBomG8(eXqQI9B5oBC}`5H?fL7!zP_G)u!*(m-_Pfuk=gLvq@+d5d}c2C
z_xE@9@jh8DUf!!)GB1aOge)n1d@OPY$R!QZ4Vui${N`pwZOKS<a(3>WKY#wpxV^hx
z-rl|*)a`PAdv30^Z%oXbLJJu+3yT|HUS2+)lAd1uw*1<f$YqYrY{%~3zkg+I^z}Wz
zUagLM-6v<8#l|a@a_G>Zp2H6fHg4RgrmXyU(PKY<fAdK_CigwsS|Q-6RphyOkC!Z8
zKK<R2cWePQ|Bmn5S!0&mv-6nb3-j00EgL=`Eq7pGIPg{3IcUnI%a`}w+wjvZ45BRc
zku`XAXCBY!+RtIV&Q)_WW6Gfx&P})9?)rSr+V<MpdwZh`3kz2TENpUeassb@dh(>=
zZTh!2H?wYRSjfc0^rXb<>#gkdm1|F*K7IMY!RFAdS)rCPd`FKR%euWSH@tK<XmPM~
z>`WeonKNfrJ!}<!Qed%X9cUVS-_K{#pt^and;hglQ?;+Ii?#my=kxizt(TYkUti$Z
zTyk8t{KeMmahLCw-(M@J>;@WQ%qu-60qU>j@Bh0k`|rcU?V`fMi)(*>`@8BkXr1*P
zk5jR)87qvlu4sS;)IbYDOP`z&++HfI<`Ym?w+}RQ30eX<>B^c&<E^>3!-}7sxwyFB
zPRkQCatE4BD}8q-vRh1dk_xYkML=t7D`*IwjbCn!*HkUfNz-&97x~UM(^OS;jon=~
zRi*U(y;#5H!O6$_uKxM?dF`zdPy>8d*fTrE$o+MDgMx!iQ%{Mke;phge0628diakC
zOU!a_op@Q2_3_csb=yi`U(+-<4|i_oE3N*sA@Oj@qa&PaV|HG;I&IRVMOjx@?L5@3
z(%ROhrK#zenVG4jp|K-sHai0Y!<`GKLKrl)v@UfBDw||nP%zE9aw7TfLg)4=bLXyI
z<~zG;O?O{k+3$01AOE|%y6(K{>gswjZ+rC>v&>6JvgfP&&$}|uwpy<m6fq2c7WsgC
zKcFR3plSMDcG}wBlSJg?-fh&gv5DEabLTpL?M<6DfmVB7xDc@2Dn35GwWa07g@w*}
zf2UnpuChG}RGCd*e}-kkojWn07Rvwc_5YVYc#yE(^e3!pT=V(+_wv;z&!3+@fByXI
zb$|Z;jV(R8RrPCTPvL4-Q0L+2DIbQPujBu(nlM3tSKe;Vky#B544#)>US4i{4K!D>
zR!u>{A^qH(kGIaR3|<}s(Y*O4w0pkKs8Dpx`u+c+K+|oY`8v>|-gN!m>Q`4ZMMXqj
z9B5<)tyDy*9wYYc+c)W)-+V0{oe)32zS|~iFgm?co`k)=OQ?PnW>hgY4n8K)D`Du=
zZ~t${@n6yTdqb7o`>xpk`^ewg+M4<L+FCi&=xsTmiG$boCr+GbbS&fbwY6Q{-Njq$
zzuim+&4sPFyQ6Ti`~2DF`C$nO3+DJeciomSWl5a){Qw3AhCgXv-rNkft={$D(NbCY
z@M9%+jk!jG4te|kmVwqE%e}4t`#Qe#(GgD2Y}Br=*P>NDIXO8&OJ|LYjbo=jirt*n
z3-9(yOB2=YRnb&eclVyI7g|%Z=XJ0sD2~II`LIlwFhStx@#EE7_W${GdehAu(DKyP
zZ$UF|mzH{ivf@N#_g6nYKAvS$xd}8UQTO-P&R2i_{xz-pQ^6~57vt&anRS2P-fQdQ
z*Ryhqz4-Zje)!W<Q)9Pwc6QD(O6~gf{r!4b>oQO~^YSv^;K0C%$9ko|XXjag(ulLB
zFyj-a9JATC_h(;Ov9RCnmq-1d$MU9WXC!|9{JAoCxgW^Z<LaW$Z9Eg_&z~Px^-@(g
zeqW4f_O&ZhG=puHRo;ACwl-?37pT0svNCw;{Q2u&yvR5^+uXnO^|ilOw+k{bFzg7t
z(PQ{5ivQ8}SJ-OAHHaGVnb96lsI03Wtr3TJjVR2R^8DOfFE209@@5ec5zuOQ(9n){
z*qRS3DDK3*G6QvDCxEIgk4ufr?4U{jw9`XSP|&LK(~_W|AkZRMN#nE^7v1Hjs-&i+
ztqNTowkl|87ifLc<Kz9=mzH?`dbN7}mekW?Q?<XJe&#dZE*3OT`TgBp(7G<rgqX5h
z52*HY>z8}G%J|rd<l}v}_SNp5SM$lUwWTHF)|Sk!&dxwLx3*VTRwn=a2Ts<}%X+l5
zw2UTBoCs=iuG^;Q+%{vu0)@|a%kS^J6}CPuH^*%DOv~bBt99+|@3*wI&HC}9V!K`S
z_jkEkAuAI4<ZNGMMQ_QNxbbF=nyKm4t7ShvBnB__61}`Sd_8xcp{?y*52H&p%93Ib
zFzt1UWp&@=dGqRSJ}<hy`q5|mZ)cxs3kPr5v+-ums>sdDzy^Bz`i3s|n;WvXsx&+r
z#~Aci%bXhqb1e#;w8PhxY+br!$%?40S+8zwUA<b@#3aPi)6>h_JJ`|j;QEb~pk4v*
zN*~q<lhyrSotUT$UitOuw0`#0RiV57|NE`#i97<m12h8tK1bw#eMrcZ=-3c&N7g+T
z+<~q9^u+V+&CSnO<$y-e8;ryp+<K*!ZrEUOx9oPVlx@|PU8S#=tqfl7HEGkPO)8!b
zA3l`p=SCiWhO9NZvi98d>*0!uilAizt97-tS0Axc-FX$1Kz10VKJtEXbY8_HPEezx
zolo}CqoduS5fLjcFZcJJ^y%|wRnMoO(dRk)_wQeQ?E3ZapFe+o`uzFxFPVS;{;k{B
zB_A9#|Cj`%whmwBQ_J+I#7b0JdiA}%)!8>UrGmOTj~+i(^#pZ6pKz%>2epTyeH|Pc
z&dsrW{MFJAJ`Ro4|6J+saBljH87q#<Rr^$be^=_;sWq>wblsXYI;`yMr>|cRzjX6u
zaBFMpsgoxQXSan01T0W?@6%9HI&@V`PA(2Syzc#N(h}F_TfhGK59-s_b%U0tw{nZ`
z+WPeA)7ZrqW9(0rFlf&EH)Z<t<-1B>gSJCOZ_oR>;`XN0ZY5>q*#CV!JyQ(bKzo#8
zV&<&=yZO8wsMc_Qd#qR5_Sc;~m7AHEnV*(e=_f8(tnzi&7hX{BbLMqyz0Wm=+xe@v
zfEu8nRbxy{OjkA}I(r5=IW>XSXPr6Y6MlD=Y4(=%^Kz=HsylBbB`1r@$gFwtBxSqZ
z<jIpoMMRdc%T*k>I&H>`74mgI99OPfxo+E>IWnM~1Rp<sT<0GO%2qKujXrXocwhg&
zTGqPE2Q+j6TDSLp|NprBy<eyO`+fiaEBXIF+L@S{RXzP}zfJ-5VQ0*c=#{Yy0*zoj
zIXU_2j>6=xudkoKI)DHE{m1&{*FQYmuC1x*37Uxh_4PGq9^3Z+pU<HA_0?vEhJnG$
zd;<Uf`@1#yIA3d9Th^^DnV=c09fgl|?tzB!50t)(y3cuW#^!S6{OjxHa`N+=*VWaj
zsi+(QO+>DV*m!7h+4FOA)%5hvS;+7S%gE&X`tmY))8@^4zgcHr)49CBk@@la_xZ1`
zt<45ao3Af*@0T-eX5%$VOiTo=W4>`CV)Dd^g%=Bp)k|Pmz4&3?ebtA4FT&5I^%!2a
zVE&u-*NDAf-w!?x28JDVDIQ%xRaLvLOPk$4(RKd+4fE;ieQMZ2Ge!q`8;9F2LQt9*
zi37qoc88`aHRRmg6?(Xx|N7hQ_x0KjFO1IH=?Yq13tC;3RsR0o+8sMALRSPhDk>_z
zy1cx<sHkYqH|y$eIi@)`0vH(?i>&5Wz1@0!&$XvdpJsk|a1gYdLWZwBDLHv-?(J=>
zclCk-d<kg4c+!{e`~SzzuldxutNi^s&<42s_5b%S^P9U$&3D#|%l`JEhue5nJ!j6G
z30ign+N;zltPXD4nq*Ge_v@8*?#)fEPfz{bWC`l6PEd5dvbVatSIX2&+AQZnhoCZO
zVc^BZ?z><07=i{Yx8>hor#`<XNKsJ{v{f%DDQU{Yi3_btUq$S*2X&BNPt#;J%e|Gt
z#l>~!*0*<ev;X}4dseyM=24ckQA!7BQNsP&?{in@etmWISlZ^9GmX=C-TL(Tvu{Sm
ziq8K2^4FWo-``v2)XMej#l^+zwz+nTNzOi-78D#Do7>JWZx*^L#Bgub*If^GT)up{
zS4H`(`J_ZB*y%TI^K*-rFJCUTUb&l5Wd8q+`Fim)XEa@1<jTF>Uti_rw%d8Zi`{y+
zWM9_{kIu?k1=<Mn>gwv<w{C68R9=30<<V~O-M6l-jb47|P7JTC)s?m96A!n&Jklu)
z8em?ntE%dHbyaBa^>wkaxeFIA1T~|gqGoY%ajm-r9lkdbbnyCgnBN}M>W7UTug<)@
zOs@3e#fy3OZ)*JezhZ^P_FXGhXn^JqZmIdss(AYuv{7es`uWhCVhjun45=0kXXe|-
zgGLx$ENoZtjEs!@zkY9Z|Jq+`{xkfuOqFeay<<x2A)Xf!#cr{sY~s(A9F;g)b`*4;
zXwjYQs@|O9c6Qs0i3wsMJ`)T(teOR6Hias2sO_F$>Efyvnry~t6*l7n!_%M}I@>?}
z{cC9PZq3{Cg*S`+ZoZys<N3SB{`tx0U;3B5x4ZwmMp<dmu3fuAb4yE0W$bEpY>2*i
z;ex<it5U6&>7TW<wHN2#-?uUU{=P#o&d$!ev)x<*br~26GEW&byt%PaIqlpW$?bQ`
zqJ3tY=_)DBnmt=tX;Ja>b8BCH{#g^~TU=ZmQ~UL5?z*|>pL3T!&%PaPe0tNOC<cZH
zm!`xr+}vMZ-y>^nR`vazENBbDlcJp+9WO2|^>%TYV^g{5YPR1Ti@=b}OTDLCl)eg?
z{d&Gd;i7=@ecSe$7VnIKy5doC#d+(pHxWH@wpM+z)?%~Ga=ZTh{Vl$3?tax*f7V9i
zU%hZap!V07&QqsOIpunLdz+Y<iQR1jE%ml2c@e-PVXz?M?zd|_9gA*#`)i;Swl_EL
z)J{eQ2lp*SPftbcEK0o?6C51exoc<96ki6*%1<dh(&l>qzOJu7+QuvW=$LfA&Mv!z
z0}U^(uaD2Uy>0E)?Cm)>g-lINTi<7AWhtHBbYoj?bdQ|vE`$B0udi8Df6G~Y%XhZf
z)~Mpo&(2=lntffus^o?Bi+|FBhF@i`Ffv>S^qFa-y39xOUwct(Z0u@&t4D{X9Mz3T
zKR>Vc<Ye{Z^Z);OzGCg#-o(RgTO-XA54A*W&x?I?clUOK?TLrmZtN^h_nBw2)4)9G
zNXLuI%l&mCH!XSb)q9#wXWrdiM{jIQ<}Mai_v`ul`}^@%S66cv_xAP%Mn_9OKHjhY
zW)%Yi!}N7JWe#!`4;p`*&94)Fe7wK^*s)_jj_TJ1mejtwVqPvTSM_2c$o_|i+mFAw
zx%u&rkB<%O|NYtV^V#gj>vq4>y7K(<&l%R`d1vNW8msxwlUeN6+tn*=er)o_nOyT2
z7zCzyx;TdT+e!A@{mS_A>gwtM>%vDzA~qyA-l_e5_v0mReb>;?P@T9v7U$;KN*6yn
z<N5I$Bg2Eei?8@Qo!O)#ZC6tf78rQ(UB&9@@pYEcwpAt9_Evvi<3Hc-=9bLMo0!@8
zw(NW->~AyiZpmfeNW1yx^L9LJ%XxUHHTRmVZI#Jv!(_K>>*M#Yss8@%W{05ird_*s
z{lB?geW7$)qC{I^Dxd%FyngkC@w;NCrABrd2ef~^U(FESVywV$VCrH$rM%9!x3_Qq
zdEnXiO`q%k|GXKqXOjgp69dB@b5M8E!3Z=JJfR0v;j1Wv4jMQ)DooQbNfmauSMj*F
z;>kq!N1x~aule%!wz-y;R?^Q;Pjj!myRlK(tzS;ow(3jAzS`f%wq#yjv~lCcv$y8|
zeUtuiA%CsLu9BBR&h31?uH9l=Bd=e%BJ%xSb$(3s+pQP(R)3c;Omg}2RKI>_&U=0a
z293oGmu}pUD1LsfSJt}B#n;#ONzqQT*WcdVmEL~8uKLZbt=iAd&KAG_=b3r(-(O!p
z?mS<scW#blaLDh+^8YQ;ⅆ$|9Qea>Ea^Sk1PFawbIVc61D$vkiYBICY^4><YPzl
z>wlg;^tG9t|Ja9zhaXQ3kE^_X&zON>&-0YjM^{z`-~9LY_hy~bn{sb&OWhfx7riYf
za`mqDwQsW{x98p6RR90?{nnk&=hxevep+<Xzy8<dLovn0#bKeLQ+ws@_r3U9ey=k9
z+G6+qH!m(OZrvHWIt*;c-m22XcMlFWN4~$eck{~N<=bw5{`U6v=8h9eVJU($6D8Ub
zC60+2-TNb*{`=co@qg}jMc@6oUteb?zCNeSK}%cv@vZFjf9IF34qx9_`1sh-1C7kw
z#h|cFesN*p$1B19qR-+g9=2N4{3y6ne!tdrJ!spS-1`0hs@BBs-)HcBb^KqgU*F%$
zm)|LLPh7WZl@_SD$iB9w^YU{4_*2o$3=HQqXES{AdvklcKA((*!2BOa)T3gh&2l0x
z&g}ghf4}Iou50P`J4N0hAt75<{rz#={@$}$|9_sZPkMfC?)2BX3=9XVquRL?czJmR
z1p{Ma@4kvcui&~?ty;Bc*QrydUfkZE|K|4g_0XCCR6ji`UBPha&K(&+!MWDud8NAZ
z&x>C*F*iScH9Y?AGpnC9`ydt3W*zNStPBi#aqV0RvAaq-J31z-`)}J-_UK6GqFH*e
zyN;|3UVba)`H@cH)?J^szFj->^wX{^Muvv&^3aviI|QERcUskJUyC+1F##==U$kk{
zrhwa*E(!Ja_PTCQoNHHW#V2be!pz2_5w(4<sq&%~+j8xDIzsbj&o0ViV7MT-HfE<$
z*t(cVlj~Qmge=NiCnKxXz$0Ox@ayYq@!Q*SvrBVNPty$y4i5gYZ`m@nO*-AVx3?XA
zad9#C=jiQuy_?g|Z(DVDOJ?wDQ}g_LGO@eMdKWsk|LZ@uPf##e|HoejhJby`d}ay-
zFBAFiymQ^UbywSE3KOla=tc+%3aj~al)k=p^xocT?qX@PoQ}EH<;R|!oXlOU?AFs^
zSNrS8BvtROxcw<7C%w3~Ho8aFdYgfH;iDrr_Se_1iQBu&;QEal5?i-!HLUyd<Ip-T
zaEl^~{mIAU^8Jh5`^63&y|p#_@z(2c-5ni~o6}tT<!m1<Y?tf0b?cUdT}{QAdA8Pl
z^7e9{pP%oaoxjiW-LBW`4n_T}v3quIuC#IbxgJnmxgv0J(&J;jAD>M2Keo8vPHJz}
zSFJ04b1V$SbRq=G@7I>^`EtoSFf>%OTU@_ybNcyXb1aL4{&9d-x`n+`SKN2?!NKOu
zU0q#f$KT!E&0VU$|4)%w)t48b$|G{VUG1jK%ga*P`D8MR&#KR>P}==++3Za<cJuER
z9Ok`wsFnNn8tbYr8D`1Hde+46uZ#Tt?(SwmWw(^l($fF=`{%Xff%Df?OPja5ZRfSr
zy)25Hma2NrLH1hxd&U^Sa}5j(;eES0cBpR4zkl!9;aT@jpZov!d3y0jt2>ec3=9h%
z3pp?_G^BtAaup;&r`dS8F)%VPOcERwrfHZ=DE6CcB?>z4BKg6AMo<H8$JcAokAFU&
zuU{I?z);{S=x}bPU2T<4#0G_Zf1c_eKh(<oc-884U7%84{{N5TLEG6F7{YlNRg|{n
z+!R_JwzjMC^RuISDnCEcj{oVEb7O-d8?The{a@F%d)<{gV5#kWmw_S1h*3o;D?1x(
zkfd>%$TO?*cQW7a6#M^q>0jTqxBC0E4b}~xSp*oY>=;#){{6bX|Ja3v&Wo$RzjOV3
zxQ$mkhMj>yZ!Uw7ATKX3s3^?Zw`-TxCY|ou-`}P#&}LxR@rgr0@Zz02GN7`~bpHA0
z+}9Zy8oWVelm<JfSOXPmv+N5Wxjd|j{wMA8??c{Jwhv<e`#R#M?BaZ2`|xT<$B*Oo
z{{kP`ojU(>erJ6^ybYtuy**b~t-ZZQN=iyeDd|81WA46n`}Y026YhPEx1s#@+@*O8
z75qCt`|U5j6&xQg59&m$y!~PV%Y=><D_3@cwp@Mu^?JRytjqm9mBmkrcCJ{tGV^mO
zs6i>J9d_iw!RFg{RT&u`oC3M~>({S_SyxsBZNHTGbd%0$ue&ZQb8l`^&D;C++6?>p
zI-3s%m<2yRn|#s!&qIFq{dIpI@z)o0i!w08@Rd0{I@^DHu1RK)&5sAo8|(l7lQ2s0
z`19wvegECv<;O2A_4d9i$G{L{_@-e_@vAE<f1E4dC#)T|rbF4i?})qouZut4mG75U
zcJI?E&1PUII0{-6*pOla8vQ}Zk~Lgn4wBiKnVlfV|N8nm`TM)Of`Wz_7ZymE=f(KU
zwKBCTeHHSEkMY4Fix$3sWwU0@O1iQlaAWD~YcDP?cCUHBEZ@=55guP_3hLz?ZsYAv
zpI50?_3cgMBR|FmbBnpf9A;Mic-Wr&``g=(H<J609&Bb`yl$P|t5>fc9cX0Um~n9t
zs4HUg=fmNpdBO~O9kK!qMy3T14$QD9O#1V}-9GE{uQidI7j4^S_U-NM={t-Wc2tx(
zFr2!w(7FB5G3orA@4wjXe;l-^`B8AFkKw^3P6dY4tP>LyH<rD<RknV8>~6Dl`~UrF
zk!3uvR2ZbK_WND&^LD>;dL)h2=GA_?xnlkL{$Ia-RXm%Sp7iF%#*cT3&mTQA)7bm2
z8bgdgx&y<h8*?m+lkV-QEd2H5<)WXbPMxawaFG4+M0YvOz;uR!LKcArBT$ub-u8RU
zo12@}mG0H>oj5U3dGV@MtB%ZNJkTl(F8ORYWfz=T8@*kx?)UBcZnd?wE-pNBHWtTv
zB!wRz>($OpW+)JR)4(ug<zn~#W3uIU1f|XMdi>^Ext5ley11B_n7DX*d*7-1{r2PQ
z`2SW_UtfiSgZHy$1Vd`pw>LLG{=Wa;Zr}I4?~hJYc2D~L?(W9w@9!*%o_L&@ZLV*Y
zdrM?<`gy(5*$f4aU|X`+?NnRlKVObpTrcPIufN~#%b%XE-@k0xGLVyxZf0f*Sf-_|
z{r~yo3)<S+!euNB)BPA2HG)Bv>+<<^R#8z=QL)y=&wOmYUI{kLytG89gpEP`ylw<T
z>Y{b)*1h;`ey;-D1OHiL_ipd^d!VH2;sV-n(KG+g6ZOJZS5`)B$q20Zb$Py?>u!dE
zKu{<K1_lc5j9HiQZtea>=i{q?$3$DJFa)f#VP{$3qZ7Mp%N1RQ1G~?GMm8t(IKN<E
za4^a{$fS|HyZn7$>gj1m*TwFBbYi0N$8Wx`WAwzcudUGxEN3Wq2r_wV(bH2i>}sp#
zSQe{QeSIZ*J*L=q^{nmkQS1#x&v`f;W=h#q6nuGe(>N<T8`Mf%n#azd#|?`7kmTg#
zny;(lMeP`NEaFgLNPRVV{-2aLH#aZ8lFM))RTUIttlVNpx<s`XZQHi(%36j4sgHR$
z93(+aVbI>bi)*8|?|8TC^`hYAey-PxcgFmAn_sUDb{Qz=&5YVpQFy2R|KEw{pFjTf
zdVT)q;0+857H<Saz`EV<c2)fUeP90dwY9=_3_Fr6K%$`h_v*^ZL+lLUB8)5xd}^N=
z&+h~scd|5(nL$q*B%~X;NhPl4<Ix}gzVDZB=abbcwPq-Y1naK)@<I^QWfxZWb8&I8
zn-8*Y)~s1x7v&gYMCLcK1}szanIW(<W*yjjso>J$7^q@bkldcYIA!J2)6@4a-j#WI
z+1}H084f&sET+?76dHK(pW4^x^KDzUY*~^43OQ>~KwS-w&o#Y%>5|abuU|J-e0+3c
zbGpAy^tLrDa~ThSQrHE@URi51Hhwvoe*1qFE29}3%Fig4H1K8J*-^ML>*}hY?TifK
zE)0w>7Q|IPooZ3}DP`qth6e6Op!mAAqcC~)XZL=&-d<_*W1y;xJN}2$qjd}qE`hzN
zrKNSNMyP69>cy48%V&Vf&~G=AFK*AjFI2+LAnp!I%KH0$B(2^VqbI(%`g@;aGn?!A
zdA8mcL>XeFz^#^Jk^&7zMs<IFaIZT5v}j}6*;(Z)r5Seo0p*^FU0q!#o`1f$zy5!P
z`u=&vJ7YloEXQ<)g323=j2g<!?0h|YtG~O2hKAO>^p5Y+ulv{yQXI6Mm0^1C^9F_~
z6R*cr>w<bAKW-ei69e_$zVCfsYgqK;M8vL=Od0#SJy+f`9#H*ludgN3v;IHFJ<!0M
Mr>mdKI;Vst00;$P=l}o!
literal 0
HcmV?d00001
diff --git a/Code/MonoMutliViewClassifiers/Results/poulet20160901-105746.png b/Code/MonoMutliViewClassifiers/Results/poulet20160901-105746.png
new file mode 100644
index 0000000000000000000000000000000000000000..a7cd4ca11a38e4fd85ffc2cb8bf0631d63a21220
GIT binary patch
literal 21887
zcmeAS@N?(olHy`uVBq!ia0y~yU{+vYV2a>iV_;yIRn}C%z`(##?Bp53!NI{%!;#X#
zz`(#+;1OBOz`&mf!i+2ImuE6CC@^@sIEGZrd2_ciW@_rc{~y0wa>zW`v2n%%Grdml
z?w%b}XSS@&=vwJ9^VzIv-d4TIpSP|&S>&UhyGiF{ZqRWPbDrrNk1oBU7JTqjse!cV
zL?@L%;i(UP{e9R!`FL?a;BM7gTlxOqfpOoT?>kp||M|0m{g&U8jE_k$GB7YSu)euo
z%>V*<ax4NMdYWPbh}yuz$O4j2<xl`|b(|SM$`d4+I6&Of0uCT5qK$!xfq~(G(Xi8+
zS5US)cH_p4*Q+JW_sp0far5mv`IYnQeyw~{wmYus<<isd(!ad8xas!WsQq<+x5_P&
z&VSrmE?@g);=7&C<wDm)1eWcNjonqU^Pcmrck8Y{_xk$kYUt)P-_!BmgY>>_o;PdO
zs%vYbwRLoS%67-{N}Ekl`TFv*d)e+-c7C}nRXYxp9?zHmv#dwfI;?DWY}xME>hJIN
z-aGu$cf-w`O*eDEj(W7M*mL{;tyTN=N(+)V-^`oEQ1svc<IT5aUteE;-!-lF#lrTI
z2L~9xzP}&8*uDRna=*<d?H-}&i%sgMRsOzdTllEu*7p4MYooWXs{Z~?%C>3?8?RJI
zj%~qajpDuR3{#GrnQ5H5{dQ{4#V;=}e?6tWKIXmR)T-U(@52%j9(<KM=DRZU^0Hfd
ztG7EjJL}fJ^_IQ!=XL!5ODlty>&RTpzx?Xz>e6RtB>z5^|9{~yzkSW#_U52fJLZ2q
zJKOyAiHXWm=6Q4e{dsP``>eEm-5$4Isij(>t0F8z7KH4u{P(9-`cS)k-HN}zzppNT
ze{a{*Y0)Ot-*W!``F#F*b;Q!Rl$0f_!q!&pZ7&QivXJTO=?N()*zk0HZqLpae^!OA
z)-p1>wCG|?{PbI5;*%#%RP^NH=ieW8_#p3!9rM5T^zhuwF<bxpyzcfpi%y*I`1#{U
zgsIPhD+&z{%#(k8dAaFkj+8+{L)DiT3*WrS(T&};<;Jf=hn)8Q{dRlT_j}c$3!PY5
z+1OT<y}boe_U-NMa@Vcm)@zsUC~injN_z76@!~&!YW9A)<h?3-`#KrE_SYp79v|<|
zKGedQb#>L$RiUfZ>g(%6SA}@awJN=|%y)KI?Ee4%zVCl^ef|8bD=QS+4=;?)+v)oK
zZu$Isb-#1B?|O9Zs-A|%g(;fBCExFsudey|iHnOX=x`hF*K5)Fm9`1d+j3?`ZOvNR
z(ZOLU!xy?T$kou$(96q9tE@-ds`}fSWBu~$cfZ@^?da&J6~AxKyWQ{YbfdPMSp4nJ
z<upDSiv{j-l`e^iiCi2U0gsRMZY_Fx>U7oF!|nX1j~{oxc=6)VYg@9f`<3mE-Cg#!
zXzSTorrw;KoU1}tPh(<c4&7H%dAIug-m33+%k`^k^-JR_Vq)f;nyS70)6>(dOJ83T
zuibyY{(r6Qw;Rc;f|vKr@moH}Z@H9d){>Kx)vNc!m+g)%es*S}q1)Bf;pKC;Rs7re
z`DiS2QqRTP`TN(Z`OaFAb8}OX)!eL0OFBVevHrK~#ebz=UIg;WSX|gzf2Z)c>@3sl
zYpMC#p11bZ?%q}Y{@tzR+M%nKym*me`}fObEe(x=)qC&!{eDzDKIH5y)6~s3O|q})
zT;HZ~%k8LU)qA&oIo;%*?CPICe(Z>y|M{%>{T1Qs<5op&UG?Yh-_WIAqF>+LjlN&=
zxz~OE^Z5J5`S)y0v#<H2o}RY%O}13spO5anQl?&CUtbSTNLZj1vSI<dT!n*t{hy8Q
zZ`c3b8T2G-&-+U|nZG6;Zqqa}3TkX@<l^KEyu8f!>-PPB-%dImcXC(WjSY^n)@31E
zv#vfVun>`xTetiDzT1z}O|`YX>wjIIAF@3!)^e^Ns4yvgeJ%9<zS^zz|Lel<w%WgT
zogZKO>&ryLV_$ba{`2=;(tiJaKOS+bs;Fq#*u?z%_ixwNYtdhyO!n6@Hom<0ThRXG
zhD#m68$QgQFm>wEr>Cc{_M2<9F8<c~eZN*M^PRmc@9wV3E6<-le|?Z${t77LzFxb1
zm3zOOR`|L(-`?L}|NVY_yl&K%fVELuy<)0WpT7~iTK@J{X!Q2H(A{Nkuk0*N2PNoB
zJA;?ZtA1y>HRooKtW`<C(Js-_4-Xu5qqq624qJPvOH}*HGGFQKcH!${RvtOxGS{{`
ztgx`K>dQs<(l<8@YrkF%pJkBPG_U5<$?m?F&*#^Nwe!h-x#%vxGVkuLR~Hwz%kZ^d
zTN}N6`MfHx+2;Az-rU?A`}OiN-^-Kz?N)yHP;m74acvWmkjTi$U%y_jHwDGC<yrB`
z^XIQO%e|HH_t)1|;p^wM@yV_VUhbFq@zK$$9}nBVUJZ}0w7qd-fBpVhCYg((wq~si
zUmths<jIRotlVENIP+(IeRVbK=BB5v@#acOPHUsLUpp>ezh<s=`KxcY^UG)d|NH%Z
zHb}{x9UEU=U;jQ!-lk&1yB&}DKw<Fk;X|vcFDw52eP922<8is*s;XUaH6M?9uPZM6
z_j&&R6{WAQojQL${QA1s(A8nOwLhOu@9ON-{C4PG;9|Fv$B(<8on;z4RV#GL?Afcg
zW?#?x@!{dEU8SpU|2D1qlA#;BD<r=D@76Yc`E^{PS{{>L?+^O;yXgEpThsb~HFv9C
zuLYG(IcBq`>BX)(*v$TV^Le|=`~Q8_?@#TMwO;n@?CjI`@5kTWReE`*ar%~wi%MT#
zU-!4Ov#WZu@wnbj-);H#*Ddp%eJXFeww+y^Y1WksA0Hq8de;2DhNh-x^6|dXxn2>I
z{(k@W`+ay`-a0kkSxZ)|(6Ie-!Fk>Fo~|yfGMlTb!>_-%xcKWy_4zL@``d@UzqdDZ
zZ&m4a8_!#tQoH3U9x(p>a@oJDzd!u%udiFv&&!>iYaOnssTs97tvC9E?yYCS>VBY<
zcy(j4`_W^^w9L)FPrCj5!NKONo12#M$=R$B(~VjYySwby%jNU8Bpu~Cdh}@Ktu2|a
z?(g5f`d-)hso5X*d0)D=Hu~ze+-O<rG9OTRx~uFhIPR~ni>>;2RQ&6m;`6a3KPRnw
z%`RWFfKS$HMa|DoAQyqceDdVQcXyX-YifGd|9u^=>RDM?x$F77>M#5M|Mg!Ry*;d^
zW>1fyRl$RXX}Zy%?6dP*D|hIM07p<oJ3YQ`<&-HRrLV4>+`3=%@Ae(@57z(tJiqEu
zr#dK`%ge9Ny1FX!{k^@jEQ^;-(~n=LzwgJPx6yCC|MoF@sWSgz>yb7;cO%E_^Y{J#
z?_RyOB2fA9<HyP0-rjy5XrFaOBYE@9GtT_BDd*<dzBYUR=H_NKYwO=#S--!$Ony_g
z+p^$6!}098PbbxnrEQ)m9$#~Dt*x5cu^TyNmlrrPPo6ya@y0tJA0Iz^ak0DYEn_1i
z9~YOFmGS%cMOT-VZPN^2H|OK`@8;5GIUjc2`I%!jd*}auzwh3Pt9Zx?vi8Hn!@h}$
z3s>*mu;Id&_xJDLcw4qP=cZA3bxFyVLJOI^+lxB3Z>;|O>9oG|?6YZBB`*@VxVU28
zy7$Q#UR@n-Ubg#g&A*?|*M0l@`#VU%o3h=K#%Vp#@$z*)7H+(m^XwqI{GK(}=h@fq
z+jui4?a7IWa-ZWWpNb}LzkN13fA7<4|K4uDUv=f#^XId})<#L%+uIla_>j20($LWG
zSl;&CTSd3~Us)M^9OSB+pGDihncu58y!G7tx?e9<k0<vS?ydfAR<`?Y&b>W1*ZxiV
zomKdFu6h2vjW=_a1uk}bc4cMox^KbD{bsuLN=fd%oA>Pe{P){@E>^Jf$-LO6|Mu3_
z(^E8qkKL*J{WdQCzmu|C&xc*UJ%-P2Y)sDkulMp_^cMZEZ*PC!bgXFK#l`N`we~%R
zpmY(p{p6um?%uO$#$R7u{ruu|+Gfe+moxYMdbL`pcX8_JX~&KqKduwA<HA~7bMxyi
zuC6l=9B`OCb?Vcs?T?C|M(uf@etur*-#`1m->aTpbNAKN)w88cvvzEqS`xdv<Ym&E
zvfVfL)$TrS^!)qgnx93W80rvIwt4mG^XIcCC#%Q)*L#;<du>hRvApfGZ*ESn{_^l`
zx{0mr-5)=H&OC9#WAe<IFT?hiy^R7TuU#cCA6=_kdEd|>(}m$+zSG*Mtv)l2Qt$Bn
zx>xhr7i9GRzxV&|yecLlGJ{K0YsP{F3jO>axTh|;Hba|V;izmx?5PcjhkNekncuJd
zK6iEQqa&T51h{;D-LFl*b{I5>h>6XbFhM|AQ1GD`OP7pw*_j(}%RYZN%)k5AqQ#4Q
zFTXUg|Mw%g^ZLRQx!doi)zsAZR8{RdzGtR!y438mX}`X|f1jmom9ZvpaocT1zlrz%
zzAIPL(Rs5e&RSppe8`G`gDx&E6<<n!zuhifU;qC!U(m^uCqdo@<=(uv)1@8ke!nqZ
zzwpA0;@^*Rx8DtW!?@mj<;s=E(l%GNY|-Xa;J5kEu<`cWw6CwO%6-kgw#LwG_Sr32
zS5K|o`=a63kxpT`(_3<GUIID!vcG+7k!=^#iR1G1H5Yej->k3iWeECWcdz>W-ni-6
z7Z<f|y!|$h{j)3Mk=u-KkJfy>8V(AGBS&1;e+~``0)>#Lr|0ym_qYCv*(vt^_as&C
zp0jDjbFItwt-1bH%t7zi?OkPWZ(RkY;_~<Ry7i((9R7WpzCY$u>AFycpNHlDCA=xy
z{qy_&|8KvRT9v=csj02Kd+7YtKYfhr#QhFBt=yh=R;u>*+wED`*Ui1%TGMa$YlT~n
z#KOqUX)p8Zf6spHw9mHsn})f0IH-PkdTOfvt#Z$-^<j^X^>)wwelvak%dgktuP^hR
zJ!R_DrJK{w?|ODK$1F7^Wyijv|Bt%$Q#Rie5f?9aeeB`yAMWSZr=+ZGns!E_|K~9Y
zRu-0w@9*xe+a_mQ^}@gY*W_2%*RKaPFLk50g?xT?R{!@qKXw0kSN7HZ4%wO&dUajw
z?c}<PneMl@<$j(aE-L!;t4V9t)m5=yV!nO0l;KlVQ_DKmBl+vYVgA_Ldb+y4yUX4N
zU0)Y#t0(vO-R}1$b$=?>#_kSd=a&nKi<_4ncd@!i_0pwFDxRRS{<zKVyX&go?+w3S
z_j~Q}J#*&B?EQ2~J8Emz)O~-yMT6>|>nS$RZ*R+;{iba9^~<-Sw&iHb%ge8SANcmx
z)~6*_wzpP?u2y?_XDj#gUBb5y^V_ev9$z0j*Qzwg$*BoceVOLpyYu*02Ppb^UEe?c
z`~Cj=(z=|SHK25sdwZMj_j}drSKm$B9Q$SSf!XKn|Hn+4GJE#xuUGc3S)(JFY;*1B
z^?%^#U*<b|-K)=QJUp*$b?=vp+Eua=)DUTxuZ#G8zkdHL^Za*(=BuXZMz8XkswHJ#
zw<jn#`0BpeYSa9CF@b@B`)}#4>9)IU_w$Kx?!7%Xlk395rg3p`O_?`u-TnXnzUO`R
z+7-`uU6_$&>AfwPms2+1yt2DIfBUyCQSDX9$NRke{KCAvx?Vp_INm2adCBQrTN6FA
z)?d@ze&^BF+LxD>zPh${HWL%mm0hLTS679CdJv%Q?)JR7*Vf0cH%>nnv)NGIwkl-O
z7En61Q+WS}`OfnBby10liL;DSyVU&WfdlQ*&iD($YCbz&u-=;#^L&SRx%$FI-xifx
z-~V}Ccg}jBnMPVVI(uHcp10nAzTGUl+Ffbq=e@PMG1D}A+V$Gk_5Xj*mom>=bLURX
z){Kizxwp54{`~ax>Ep+X|Nj1-{q4=oy!W1-Po6zHm9|-Qw|xcop`AN-W?fk^5!AB*
z^&raM-{a!r3!7<_TJq+Gq3<k{mtDt;AHEj(TCFHAFW=hM_Ugn$Wx3CK-{d?$?P$0&
z`&h4Z_Tyu{Qr2Z_rs+g3+FAVkl*D4I(pN89#p4QWs~>xPyC3g-@pr|>+FKHjOXuso
zl(+7>_VaPS{kN)vJ4@av{QgtA4N`Jne`LI4$?ID?i__OeY;*#(wC`0um-U@(=6g)S
z)!jY&&W^&W2aW71o~fs&T@{b7StuS?;dpwQ?qzrRT9xD;Cue8ViVq34-|rO1)rYNf
zyI5^o_~=Mdc8=L>zj-z<FUH+T=L(P#bO>0Lnx3w$s_HuF%L(QFidu#lXVWfk$-ErH
zxa7t3M^FE_?oin}DW?AGr?TJi`Rr2DAOCzlfBOFY`-6gmZS%UTetbymS5KO6|BPFI
z#Xgy*r>9RZc{lyTqodvW)jQ|eR<BAwKhLV}&kj&~HRI)_rJxqeqeqXnq@R~-ZE1=5
zWV-+Vzv}g$yWhPD3i+PB<M+GWp}Wg+K`s8{{qmrG(Y@;TwykY#t73PT<!uE80;u0~
zc9!Ys$4<At->ZJ#_3l&flA52NjE=o%m#_O^b^o>*C=Gx*9pdpdf#>c2@43ClceYvP
zr6r!>HuJcTPn$e>aZ?jhe{{2$h=_)@b@bCyQ+KPaf9iXAneWz|n?_HcKi4)j4VAC?
z&<IL^a<)|~f|h!9_4e+4^!Iy|c9p#THvik8{(p&QeoEk#<FD86U$@Y?J?@%OSpB+~
zm6Ph&s)H|;PCa+`=epS4Wv5P`z6^>RQSGpdQ&Tiw-PpKzTkh>;yGmbsS(OWSzr4IW
z``4G3ph1vp>ta`LzgOk0zxT_e9>efbW3K$Jd#@iK@7LDQcroi6?-aE=ZQ@IBt%=-R
z^6gEetGoN_kH_V|TeY^eWqo~h71WYc0rhiM1uSgZ_wU#1B!0fGDNDkvzOU^rdG}=w
zckaziPrK%2?ase%cXfUI{m0_V4c$Pkv=#Z+*39fNjM|zN+8OWtD|N1U?yZu@`h|M}
zb{0Jq5f@*+GI;qa|M_;OPM-Yui~C=V-}2zCSyzMH+}e)oPEgH!du!{Yl9TyC>%!jO
z+gtkUOQvqb1_$l%bs=SC+p502cv!e0*5uftfa-nzc0Zr2niqFxL!z_i^Ss-Y3lAM~
z%DuDW;^Nx-`)W7c%sJY3eD<PJt&`P%e&7Ee*V@_|cmKS<{ofE)R@VK$s#QGq?c0}i
zZOu%#ez~=vg7lcgb$O+ADgXCQ$}QA%UA|vr``_+wFBg6Pon?}J&1ce{IysT!ug*`^
zF4c|OzT|b)zJ>;dqeqTpJUY@@_3dVQ>9;pGla2?ikF({KG;#rrxh*N)er(^hu6wV&
zYnL(YFJ%#!l4YEBX2RLD;Gm#M%Y0`)D+RT_Ln0zpNE)YkSbf($`ru%5>8mT6wm+Xt
z&U?<}{XCC-_T0I#kD@$5qYbY$-#ov)uXgvnipRa$QO93hU7h{@-d;IIP$}@CO0F8z
zn^_lQsj8}4`S)qn%Ka+8e*Ac`a{0VV4-dD0y%OyI^2^K1a;Ep||L?t>EnYq$^h@}k
z)0LO1_SgLdIbou*`>wfGQ|HcIYnXiOMB3(+`S<rtfAc)+%d4y2X0v^ZpPjil$Fg|O
zygJptMYFGRU;llW-~P&(na1n0c)s5$?tgV<<>IfeuV>%fl$!Th&41n-(*>dH<6@6V
z^nc8`z0LRW@&4~p9bNk-e)`ta_~^^)>;A_idZkQHy`43E&mNn<_y7N$pJO)r_S(4h
zOF_BoMs47)RQcVL{%%h?+O_Fsj_NJ3>6i9Y7GGT%>@IDdcV&{Q_nl|DaeE@9&GSO$
zT9w{e_kTyw#fulSE-q@FG<ovZbJp)G*52Hh+<yCIAvg#1$y%?f`uZwrTh2^SlSsSj
z?xc0E+jyn-v|Z%>zBP7tnWnb(>KnV_A4_*FbZ%eeGt;Q**URNw%iqWK|NQy$XWV}e
z#y{5zxWv5H`rG|<dHM2X)`bNJUH`wjwZFc;SJpc0{hrT#aWx-ZZ@w+t`{5Axtv!{S
zL4BwbCp=1DTyO*xrU#qZzkWO}pZ(}a=c}u$r>jg|u`PJH->TT%+n$}DzyAHc-+sQc
z&8{A7W}iA~(xP^`Di3Zk9gUAwc7MNImNLnhuxQbuD_gU}fByRQ3e;(ScXzj_y!`s7
zr>F0}+TPNVac@s0s9t=x|9{=q?CXBzcT1=D$=k16zyDuUJD=>QDuL>K&*#_2fjZ~Q
z{N}EDdV0FHnORuqs*u32uxa1k-Ccd&?zfNr{y&>uU0tpI^3F>=zvaPaXPFku^5oyx
z;26CvC-CvH-q`0p@n`1$`=SmSanaP&%(}3k5j0o}8oIc+$knRoNe5`~^!2>zcbXr+
zX?Ly)UH$6c@AubdnP!J9^O3w;`Ft)&i~HRN2b)1rq@k$j$jQms)zNXGPuBX&!*+Qs
zL&J-&8-qO0%&`p4y|pFq`nuSwOTESKmfg<%_35<!*0Q%zAn$?7(dgRsaeGY?53%sd
z+r?yGUl;oJ)>cq_t&P~|6uZ0ZtJS=)wNaUeS~#ozd^~=2Yj*fl-RLk;t&j^76rH<d
z!@s|~3kqo0Zn2l&Zs%Wj=C@UueRdgWNa^?Y_xj&VPGmov8XkA?*4FH+i(I*{t_XDY
zTOMp({_e`E(A6SBLW>%i*>`1m@A}Wi$_gHF-jLW__3h2es$V6`{pOY&mo1O^I3xZ1
zytQVzw_ZGKmk(R+Hy1Q;_V(sxcTG)At@wR^T;)q5f<8Yx8@xJf?Ux^q`(O8(-wU|B
z%ojA4D{EEa0g9`#cXw8TnrVrNiIdiye|~D}hp%6+E^_U@vMo2-_ScKWv#d&2%`(ki
zc6qsf_VsnKQQPz89+z*^3%OJ(YnC&^$jIo*p2}iSKCG*&^YZn*dTVQT=wdhC>vsP@
zN%6^viMxKk+bt?7xzcN@*2@bEoxMCgC-(REyY<ObM!wG2V{>4$Md_<67w!N5^#A()
ze*E_Pb-N!udL$w#x$@7S8d;l)0BN(FfTdnj@5s&K`lA+Ed3x=mFE1}2zma3Me)8SC
z^4(uwy}P^H_x842P*>{U!Gq5>9+xwA@00m>>wS-;vCrPBuRVt!8f?wJZZ=un|65e~
zn;VA42?rR2#l+H@nwrl1{eD0H(xppvQ%jFNeSL9p`^MXEpPe<ozb7Skwpnh^-8}R6
z`~UA-y>`KZ1AD$+i(Zy_dD*g@o12ckESYuUgvaM6ll`k~te2>4ZRe9U>bLpS!O6*K
z*x1;(%yY8Zv%lZ(o6oQL)Cn?j>GZgw)%~5FhIV##;<EqW+}wQjef|IH$0b(25fL+9
z-rBnQ=EmgXuJau?WM9|2yt_O<cxzVZ<M;3LwZhlsBqb%C>5(+P^Xg66?#|xcufKK`
zKR;&*>bZfe`}gnPvaGACmbrF|rTzKw@!5ri&g*uq3|>A<FLu|AsI6Hu7c5W^77|L5
zGRw(O^PBUc%=(14W%08fN%OopJ3pVZ_Dx7w02=?;`F`K;Gfk}AHd)`_-_L(jw)^Gv
z_4BXq(@Wniw*6e$?z=yJ{Fre)u6pf_UFYrp-vRXzS=iZU7d<^SQ%pB%M(XKlQ(x5T
zt-B_XeCg69pWS6|eRdW-1>@Ofxo1G*{k7-I-`~r%Dt(obxAUnO$m@&Ude7MZ|9QSU
zZ~67O>a$nY$KSV*;Y;3r`)*!*)yB8er%XwaGSACtYHIQc2$+z0Wkuk|?G<}({JXl`
zU;gpq$H8ybHk|+d@woi#y1&0>-p=2D7t|rPnCln3JumiiyZxVoGBy<#UK>r{{a-5i
z%)Z*+J~cIaIC*(Z?d<H1-jn+3B>r2{<k_8K>8h`<Qk9gHdgjlc-`UY&u(#^#r>fmA
zy}y=fs{79~d3>zbxL3;5DE0I-Q&8Ndot?GJxt%ZVSdV1h`8>mCziQV_c~YzY>2CS`
znTpPBGiI4)OV!uc3rk65%`(kSJJv7%J}i81RcY|%G~fQG-ka8Si|HDHdZ(Q|JtiPS
zpPrs>UVg7~dF8*K&+pDF-BSHM&p7D_$K@S`$-ygwR38^u`1DGd`XnVSx^3LuqxmoW
zZ_xIKx_Q=bZ)`mL<?Ze3A?xGrTFCH$BKh5(&wij(Iji*bwVhYvUZyJ+*xu~XbTs)t
zwdUhdak=_P!(%Tx)#nAAon`v<>-BhVtM8#XAt6(=!q%*Kc)0!bkxt=R28m5|-*?~7
z{QT@}Uisn~R;8=hc%_!)-QBg)cedHB4T;Uq&dglA|Nr0jdG%Wjj=i{7{r>8=x3|BZ
zF+Q)MqT&*~%;zGgikUX;SrwBRXdZQSxE51~`TW{%Go!X-EG&F{?B)6Tf18&SFLymN
z)7bt0-}m*g+uuZQPV0@@p0_sh^0Jp7kIPS2nQK=Yb#+zfW!vv}9`7m$oFrHM#&GG9
zB`<cr-&cG$GwI=>)~Y8H-M6Hi6e@jpC-TzH;!DcP%Ag+N*}2x&PhAB~MCWBJ{igJ#
z{C;hC+3wi8yUWYBs;aB6c5dg(`_7$zb=6cQW#z2}51qnq?<##gW%A_32b<Y<f3-|G
zAu!jbGDtgoUCCD6$W1O&wZqF=`8~OKc|((u76k<bO_@LcfA$(V1_p+LV6CZ)PoB@O
zzXmEW_f!^x#-AshyL;MNTid%=%JkEU{7XwZZ(pwL{`db7_w>b!7pHE&ZJV|CuG&V=
z$!b=muclnOe0lvzE71J1#!|*7&HQ#3E-rSzy4amRJo;kusXex(W;Ql4mX?<5^0keO
zjbr`a+Rk6Ue!Y{EQweAQu&(=c@T6#6a3BY3F`w8|`T5E7=gaf%?%H{)>z(KO_wU~a
zzAv!2llAG-rzg*!Ki`_)e)wTw{qIM=Opfii3Yx#(VYT#~rGow6FOxyzxjS}PTn}Ep
zwAf#J>JsDha}_$lUldj?n$^(Ikn~=<?$?*h@YulI!rEIoX4`LZr>3XBKFn_)^7YkK
z{U~+@h6ZWpxVU+s4$QXP+f{RNn@<P7VmfhYsrS_B)1R09n)>CmW}xfxq`CUW#=!><
z9{lw6Ybj_@O~cySGMMcHY%Rd;+~X(CpTB-_vAd|C;KOVAg|%KqtM^_2O^VL5t)7<f
z78LBtGpx(k9sj7M=f9F$;r+hf>*n|^w<>${;+mYG;KB_X407-8x|%%m>}+#wEv-{u
z->+DqA(_0T^mW+Lqepk%+MaWB(V;_5{kM9h&8xob%)G3|%EqQ;WVGqV#<2Bqv6ptr
zZg|nTo8d!t<*%2^zuwATANxL$;ec=M_jh++-Q2wVwS|Cc_$nrkva)U0)<iCrv#r{(
z?zKhy^>wkP>E~oX<3+aYDz>(<%5FUcS3x8A78Vhno}PJ(Dw>*}j*gC19}cp|=5lg!
zMr}&zoHThdsPS>#LQFqy&5s`y*SBlk6Pa5Ux<1Z!efcG(hU}F!KR?x6V{p(s`0{)B
zx)9b0-|toXv$C=tt(*Jx&F1r2A0Hj<>g+7E<*a>lq!ZNg`Ss=H<5k5LGE&BAJ)k+C
zBS&1e=H3o_eSQ7)J(Zuod^)Ya+NqUm-K~}u7T;MWp0&TfT|GC~T2xAEm1gj=6&p4L
zEOzhzH}$#%0|Ud3ol{mZ80Fuyxm$Ev7c_@^{b%Uvu&c}G*R8Vu_px8fG;7MAKYy+)
zbY}ORV{!5E>@LS<wv*@2`-6JBpq43Uu>aB$&#G4|mxHUWu(eT3Cn~#VeR^{8)alc~
zlhu4p($C3UT^IX%)3LqP-`{CRCo*U>-nkRAbm>x1nD6jxX=~dx?>JkGw^?$}&U?*2
z)_Qq+f3CQp$iQ%*_rODrEA{_(&lV_ZT=aPVl`A2B-FuyuzLK7Bf1Tl^Tk-E58FoCZ
zRnUAlDU_k$YuW2BFXx>)cTTP0!7Sy57-3VDi4BZ@ZvB|U$nfXe)KlsUnL++F6ddMD
zI~W)k2J<o&pOst+nVFfOsVEPRj;5xjlIL^FU!66-U$Xk<=JftYj~<0=%ZY4lX#q`F
zpE`H$+pYU&W*Ud?ud8KcVbL%$y0mz`($1Ybr7Q{-Xoap)S$=utjT;fUx3|5WwO$@n
zY;4vp-pd~FWO2V;P)*GqDYKjv`~Q7iUt~4+*7p4Qe6m(gR-HU?BA{DLH)LayYp=Y0
zoVwqf3oV?&Tau6S<=)#9nR@EaCad7(epeSbHeXpAZQd(k=p=2Hb74c`;VILnF9&sR
zU-cMf-QTwtG>w=(uhLCXQ4usEn3R+>W!ki5QCqVjcgccEYw1~<tbOwKd7##vkdTmG
zlzGMl1z{196p$;jqW4y91<eEf`tow!wmo}nKrM+!k00Ni_WtJP<(kpk)>xLknXx+e
zU=u57fc?pnl<?aVmEC=gc8U7-%h~E#&AW0XMERsgac{~DD9D@e@{XZjR@SRj+0%D@
zy88a#FbiK7GN<Y5yWQ`#w6(pHkM~VgnQK+*bxfjv*OMnHpdMxDs*u91TeGfuO`JF}
zYDdAs)wy?fm4ar79~^AHJ5AmwrNeKY&C03T;k#~uMhs6))m~lv{M@>27cK;-s;OzI
zs=EIC`SW^?Eh7U%!|d3V917Xj)&%Y>div#V`F+rcPm$GJ&@?+6zuX$*^m87Q_~h-@
ztXZRDnswzw@=rD2Svz7k2Y&f~@#4k2(u)^C>y6~L@=BY1x%GTy@bW41=GFOL6J%gu
zaM0vbsQ&&gw61QSRq3lGWp8h3T3SZ_{r&wqXe~wE-(Q}SjEs#{Js&=ND0jNOy<J;f
z{rJ~h*R-@{H8nLNQc|zNp1*#*dcp(&S-YAWSEtRK8JRPG(w!_&jT|#Ks8I0N$;s+d
zr%zw**v$5F>-D(FDz;xPI9nAz>j5nvm>yRJnjoE|QeR)+|5TQ*T}4x0-+$k}eWy;J
zo;-j4{Oi|?EM(U0>zbyy&Of;aUQzF3<mBL(pkn*!gmT_nP(!fC@YkQu=VMJ>m#55q
z|K;W7yuU0gEHB>N+#DDG`pe79>vk==_2}1@n>l$~K}*lp`K|oHrlO?ew7cx>CD54l
zwYZf*s-Bnn?f<>7QeE{TWX<Q)v@|UXi->*u_DwoB*Df?5V8NR=IomI9`1JWRXdQ{G
zi_4B%hYla^e!Dp%XZp8QOIXFXl>YxO%)r1<*9{sg`1$$y?yXOsJ&Rj@@s5R;D??{r
z-?dj)S5KWdapA44*}HFbuiL*OWaT6!B_$Ctv1Mzcw^!-xul$_m>gu}lpRA~;YI4uE
zyt}J*?63&`Jxw<{BqHKP;O@f5ZvA%Vxwn=aIN;#w<`#EMs%OHL$40Lh7#Kc8U))<=
zUi$vsKlZ0vwwUxw%PvguI;t7b+1Y7yEaTaknR#z7FZZ9me*JpTbcN@uTU%F$t%+FJ
z)58Or%gF|f`X4#s5+0qCv!<!JdFqrYPp-uW1x;#dYWnh^nSa+UAt9kJhxzR_EG=(d
zoi=yw+N0g#+IDvLzODr=U~E_&uC<S`v#Tp;f8F0N=d9mr*xSeJMsK^atMoOfd1?Fm
z&E{1xJ2$DkyqP}#>Z7CGqQb(9VQpoL!bMUh84K)cf9?21VXeEZ!W$I3<~v^hk~s4D
z&!5ldpDmppXJndn#o*t+e`-cXm-c)-CM{RGyX>t|VPPSt3;N(e!sXTB`k;B!t>-0;
z(`HnCeI?m`I5F$`y0=^HlY2nrgrq@211C4PvETB`M~)qvwPni|@4lJp3ylrI;O-1z
z|KECi{!aU=Ky~an$rt9Yrx!Ck@5*)nRkF&yL0f`?gZJ8P_?Z?~^5^)rokdF@Nr4wj
znzN6P^^k+U(&SKpuFgFE<niOhXJ?!5zWVOwX7|FvLapd+Yn+^%uB;B%Pfbs+ep~+R
z%*<8s`}Z+1F@XkH%<tD+&W_E?TgS#Hv%+ht*2$M8T4rWpx3}f)e)gJ^fq~)9n^Q6G
z8Rxv`um903Wt#QmTG{Q~?K}V3D=RyLRz)4{5;d*+Q!&?~&`DU$=R%*X^_I%dX;U>n
zpMK>t*DAD`jW=j}-d&TVBOJLmHaH$`;|-3Bo9EUi^KzB(u@$wyzkwF7&8vJS+1k<q
znq=te><o;Gnw52R)z{bSEx;AF!O{cj^J|iF%w|V!N;&EJnvGW~1vF~2(78P(cXjxB
zGqc%eedgQUy*h3B^mHd@XWyEdJ-0vER(}KctB?1|7H`#!*l^%Rj@jfnbKYcG7d`1%
z8L@HE%ZrPTyB?oBYgU$uWahewJi-ugnb&Bp^)XLh-@R*+ch2^__)-4$vr|*Mf;XHi
z|MbLDR79j=?({ix)__*bcumz>w=HaK6ljGTx42%(*0s^w{VXjlrEDrT-2UX;#&hxH
zWc95@Prbr#Pg3;`*;$lY`tHunt71}8tBxFTS-ND2hQ0m&sI^icUtZP@Wn7Yfe;=qe
zl;LYnN=}|SYu2k-<v%_orlzJ=&RL}D={w7$aCh3`7ylP8UVQh}B4|HS+AQbA*7L#3
z{WNWD|E{{u4O)+Exm2m)$IqXdii(cw_y5}k>eX#bKAv^FPj=V)eZRk44Uea^LcCjk
ze=TUa-q-h_fXKeSZrAH|yG^pLX#D+s|9@Cq+&q<&_wV0Nu53T7=n1L^*RNj>?S6jU
zD#O>ldi|o*uGg0(9*2S4`{31-u6&0*D??XL16ALpudkhySlrOS;CX4Lak@>G|9m@L
z&vmmJ8W`r<R$t5BzubR**;Uc2V%L|SO)Fl_3JSeaucPJ)M^}ceopo-W?dth;zfP8V
zg<M=2@%;3eGoaP6HMO;>bFFJvEm+`i^XARG<%v(9KY#t=;^MB3j)JYN?d{^Xm#b{Q
z^=PkF=0VonyZ`^QFfcUSU-a|y^Xz|re&*%w+`035ripo9kgUVEx3|^X4=XOethxO1
zN@y>0ao*==XS=$(ivC(_X?Y!!$i2HOw6L&n-8bFnZ7VixxUjhF@v&aH+Pqs^JR2Ju
zyLx)|^i1rVaAmQ}Yc>XkhD&R!zrTBR@9tmzQ<<5Wa^_Y}C#Q4;Z`fmd^3Uq^`!0QY
zdK$EhD?Ix8y4bBrN4Zi{Qg++|bvnO%DN$8Z+jT1`IayRjX3df%D%<TQPnskmBC>>C
zzUIQ!X%i+akgxmUc=F`QyvLDyDmFfP{5bahDp2*ZqiX3R=?S1|c1A`<(8{iml|ia+
z@9Yc)Rj`*|UfEIjIHvTx-S0J^9_fr35}=`PP&4>Qr|{JUj?7<QUOpcByuiXF?TiGk
ztW`*7XJ^*!ZEHdE;+3DDy?i=7KCG2XG-fL&C+94a%t^n#y<I)mx?Ib|BqVs5Pheu=
zLbrao+=pQxm*g>B|LNFqOd?s$e_jq~pv=kHxp)5j`748#cD=m2d;87p`Sac1u8ZC6
z6B9G1&}y!lg~g38udbd>NlmSMTYjuZa#`Hos$&leX58AEJ=^?V#o_F`8<UTpX<%gb
ziHMj1(qLwGZOPK5u|;=mIOleP!OLTFDsGh*RtWvNx>+*$OzAm?{gM0UFk6JjFf%bQ
z<jG`CS_H~_UmMSwZ(j7+e%slp+M?INn*w%N4)=BcgS?(Y+msQU#eCw%#^luPw@a_b
zmRFv+jlF|-9;JgAl)vxivg^C<+==0pu?U!|6*}qi%aEL$HQRD;m-$`?)p$E@PCdmi
zY2rlCFy+aYB~^2;FLLDuEh+*nL2>Jo0rhuQ`OY@`_4E1syIITq=B{F7W_xkY`u&yJ
z`TJH@zuW14xQ+L63#afMXipHd4&eG9W%oV}H8r>2-`@TXy)FtGYnVA@=RM{RX-7H)
zLGvSDKcBY;6-s%ZkM+r}-m}LBv?z8}(9$lIm4%OwW!>GiHSO%IrN`y#V<wgS`jQD+
z908h=7t@JQ@B}UW<l^E2=SUfg0MJqf72T*U9`oz}?F4nq&ds&<p0um<^|BKuJU|nN
zv#iV4g|6lURqq$P?wTvSzP>)ZsA!X#@2n@Kbwx#+tV&)y;F6zoWmTxQtD9Ta!$Ym>
zww1oVrm3#(-ptNl7F~B@f}&OBrzK(QVqRuNZ%XOZ3SakzOMa3FTHOX2AO+QJ8#V-h
zLZyL`x#aiT?bT=OYkq9lv}x0o6@kkAl|)o+UEruWpzjsR;OXUc>0mQEXyw)V&&IHh
z-RDDx4^N#u`SGu9O2)>)c6N4Lyu78WKY#ri>fzDBCvW!#I*tggFrIq(GMqel@*=nX
zo&})(KNlb0x2Va}r>lE@`u_d<jOWPXrSk2EAFk3~rHkmkX@_SqorwSUNgUK@d2wOk
z(Q7O$EFP22&9QuJ2=2O>GBPrPwjW%t^P6w?7NU9f*=La2?$p$--3hgy&zghQdc@WL
zElo{H@vth-zH@oGzqY-7JUgEZX#GOWau?CLU8VcZobh30XFq-YdibTCmzRUqH_e^<
zwoEFlu5MqSob9TP4vz5Xii(PjpfS>~??OGf^)g=n`>)Qx!0<=x?0oz9&(F`7XP-WM
zcCX*!orP1nKnYthxu=a+dfD=MRi~2c&dxG5t@%*^+Nu%|5iw(1-rZM$n@R1*CGom>
zyefPt%F4iSAm8o#ySrES?*1)5<?^LVHhD!YlQcycpY&P3yKrf#x9zR}pQi7B@#N&>
zs>i+NA)C{DJwfZ*VB@BFM|Y>4m0G%ddG?VG!F8$0h{}y&(v&Gn7A#P({qdlA-L{q%
z7SOo-$&)8vU0T|$qG@d%-7T&UTABPh8kDyf!k34zOqei1;OOz=)m!#|yOq7^W)3L3
ztbU8X2lq;bul-n$<l=?S?OKM0fw{N0UH$d-wQ2r6o4tQNon95NuxYiKqN3wuHQyl6
zmW1NxexOw>r>1CX>F8W}adC0|*-&-{28KMXrAiGkJ!jL3f0tif75eq%^7*g&>;Eiv
z>y=Wqx3>q4tq808efhC0>B0iXPoF<uUcG)FXu5oL)YdFerFlFvu55QKXy?F*iOQyx
zpHiMaeY(<fvf3=;^uDa?>;A4@uMBGVY~CQ5eCDg%k^HOr&l%2vtEmQQ_gPCamM&XX
zRU7g7?3x!p`g4n)dY#R!01ao{`7tv0vkkg>ZK+bjn_FAGJ3B$E7p65eHG#%Zrs+m!
z9qkg8+gknYO(1A9(KKDqsMOb2SG{lEyczd<u4VBu(6Z8o1_oC*H_)Kym#FEpXRmH#
zW?vPw)T_v9ZdY&b)or=A*S)j?P3%kn_1ruzH8Qi8e0t&u+F~atC<vNy0#yk=epG<g
z<MrGB+o7UK>&{&2&u`%7Uc|B~S~@x=fq{X`;`Uap+veEJ2AY~KesMuD{PwG>t3hkU
zFE95m-}?0F)0r181PIH^zrU7#ex9xG%}uFiHzpsC$>kQ)F)*8bRz+QX_pLq|%OtI^
zH5pZ3UKCz5T()ePl&9OQY?Z@DAfTk#=XqaYP;l`29}(}|LSbVUB0BjwX0um?u3naW
zyl>|%(EQ6nXZFyQK}WA%!%^YAF2+*ftvNT>diO0SXXmLiW~`VpMda!8=l`WvgL40!
zDPExrmZh(zfJ*56{eQ#O@BKClH1z@6B{c~&ZI_ywx-xLFo7`#B%u7e!&gxzCzrU}q
zY;|{E-?Y1V-&f?`*s$=ro&Q{`rC+{$$=;L)3Ouh!21&!DmP3aQmE6wVp84d&L{QPE
z=08uz^VFF$Q&d{p+pBfN<>c1QnIm(3yXefBGe3R&7?_c<B6==jx-dLCEiDaPSAgrm
zQm><~FI?x<{mLwTea*L>U;f&mR&LNxA$T<Q)2B}=p8x*+lRIrG!x!F*)QL02)`?q{
z@1UftEGjL%dY)}{*3C_+R)vpR9zA}n>dDB+IOz$O%5&@5Ut6Mm9UK}!+c&<NVyPTo
zO<9%ipf_d0gazvJYl5o3zbl<96k4Kn?Wd8kv8arUPJDd4=X1aLS{fPwWo6rLXGZ+|
z`O~WE%L*kWrI_4@4<8==rg?Jhwu<#$Q3a0C-~Zb)GB7;Yp7HO`&sp~M`=X=s^4^t7
zo$Xy5!aiZq<@rU$#i6^)a$8$lGhbg@D_1((JU=WXWXkLNfq{WW$1+}DTiey$UA#5_
z<|fzH)>gT#(&l+zUKC$m=F7#y6OxkhB(<lcWr^JM{YeZA3>sf|mA_y2?(W_H3+7Cl
z_N;KR@)Vzy7ObG%o^rYN|Nm@GJ3nu2Lj%Lr_3`nOKufGZ3y35oCD-jT&Az5#Ya83y
z*|~1pjT;fH?Cjc_nkUzuU$R7nm6i47L3a6)t*R<2pe3RKMMaxd>tfb*>qBaoKOGVF
zfAQnvV^9}AWT}^E?f<{uL3<Ow-v9qE{Qr;R_97Az8lIpPgj*{<CV>_d{`l|^6hmr$
zb5^kNO0DppZ@2Crg|(mVJt5El1n;{ld(Mk9iv5-IFE8um<mWf9tE*E}Q8}_D^YXDZ
z5gQLJF1x-iR!vXuoW)!}VHuem(Bg|tn>OwFW}SSDCwP6FEoi;N+gn@DO6Tu+xb@wQ
zjmc>T8W`1dbk2Y@NK0p5x^zj;GH+hXIcQE#_Op4r+rozP@2i_VhR>|h7u;VHe~xjE
z_BuvJ1_tv!6VHoYzP?|79e6f75;mj*8r@`IxFf@%z|ipj`n|iy!y@O^Gwk<U7_=lb
zu4~}~rr8n8i%%UfFiv;7(8I?ulhI1DOR9Zl*My9cz|9$lk_vu#ODG*#Stz0AtS!km
z?T6Ex6E%)2qUU%OXsx)w$Ql)Ry8FYQe*x!gvTr^)`djA1XU}&__RfEOXXm+}i!JZp
zJI~Faq73R*o&;6N4o0An)CoPH4do+VI50vyl7T^#6Lc;B0|Tz`nc~6_xw9zMXP%9v
zpZ(u2E7q*(`S<ttasRqclPf--HNSmzUEE%)SFc_zTD3~6>gy{}VRgTrXV0GTU9Wx6
z$o^={WxwuqvAf-Jb92wkGF^Rm*R^Zcc6>Ue{kTQgujACIQxax55qmzJ(r*81%f!GS
zIJf(*gUb=w@;id(?f=*GNSo`Ovv}O|<NE%8qUHB%%jc9{i~M-WTmNY0^0{Jyg0HWy
z@Be(xTEFVc3&G3F{rlhE-hO;;`8`QcHcUF&C3<n^=l%E3?frgFIy|;C6lB`E{r`Sd
zyxaLa>C_a>i`TA+ncpdJ-lunZlZ0WC%bs7aRu?|*HFsMdw>RnAo12CuFD_){<n&DT
zv(o(eoRNXSeeD{SJs%En-+Xs>H}|u9HJ{I}S+q!L_mfH9pNc^iTw5Ex{mtL+_s^dP
z?F^38n|}J;?)Urt#6(9&hsDOu?Ul3Lm2kFOf1kzbRjW=#MMZro<`&aAQM5B=TfxIa
zf9^axJA1R7ZB>e}n$M5*wd<p{YIS$$B*lqMlx$0sXiJn)eSG=7#p<xNRvYw7;~9VN
z`~NeCFV1sLQ|UR&=OS<7TwHi$EDZL2U7LSYI)Bf^`O!NH5__afwSIklJ$=6Q|39A>
zZ`)=jSNUY(pF76qZG@w@=k=~$zi(H<+3a;Y)$IO!I2^Gl#k20+#^Z9`cD28bw2H^g
zn7?}6y1rk(eno7_2z+yI@9zzJ{TUd3tkUje*kmtlp4ap0)vJz<8ygaxb8c<XJZJa&
zO<AdP8;|CWwB-Beo7wsGR!G}a6ik^qb?a)|*K0Og#e9C;Z{KH{eNATCcP0jgDFqBO
z&GX~d#P7G$+x22mM@L3hR#!*ItXZ?lwwjunZY+I$?N6R-aBy(Rt1FuFao;rc_50)Y
zRvm5QmHt%h>+AbF)>w%vi;<zhId~Fd%GXy{4J$uAvG{(cIQh|$PC-FX^a={b?kdR)
zj}HtC47hyln%HrfVxRWx@Q{!vufJV=mw#60G}M41#+1j$dJT)7oOp3@vAfN$7mFvJ
zeyXIjDEs<4LBWm1&(D>uzqv8l-O=~@y4d9F>tbcs?N2`5S95pYt-ot$o_-27MQHoO
zyU&~X?K*bt+V$f>Gk?<0Pfsr{_n-e~W9@R6x7MPsKhK&qYf<|7d4X|p^VZ+pobGR8
zZZ1BjZEN-ScQ-brdVhI)dwas&ziTB0S-1ZFUN5-uf&H^%^=1qV7D8v|+uJ`oKR@2!
z`mI}0OY-{URD~VN-rbR0?AF@_+W5J#<mDxcr&EHt`o6!tZC>^Love2Fx}5K~M76_?
zEO2c8w4YzfL}Qaq_f+k0x7gU&x_?in$M@~6{=RK>?7o`H-KOz1ACFpmyOF$j+qQ4q
zCH1u~K0laB85m?VkM+yTKRz!0&w1y@jT`Uw_E{LH7IIy?x3_xnzI}F}Gb%DNGCCBU
z+e#wL)6UF@*i%smictIQB`+^UY)<pNa{c=A=WV>wVz$-adMt~diR`I6H^=hg+UV^P
zmPILbd2eoP+*tVdSj3Kk#JY7mcUnqGNhN)Gaq(xYC<DWT3saBqohZE?D-PPI4idh2
z=Z*|$H5_-J|BMeW-yJ$@eqV-{mlu>%XIPbH<=o$A`)=3kbrzq`7(d>0TJQAr@Q@Ht
zWtjBo$;rU@c=^Na{Qaq?ryV`aZ!fd`eqD9R`+K(W)@5&Q%rH!Li>dqh^y97U^{%C*
zrDx{ZT7P?YS9<&1vgoeu{0t27vPbKLlBT8Jys*%D^QKLk{`Q@({`>X%=3TpXt=Y86
z==IIb>1KtGj^tck<}16d`v2eW>C5L;WrYO>PMllw>Ez8bGmWj+WM^icRP&uR<?Fk<
z)~na7In%}~J<Zh2?BDr)ww!kjcn%x%EH19N_5ELk(65E3QzNH|S~AOS{8!8OU{3)r
z2SdS^jGm5z8?&yi;*-DeCv@BU-}BEudocBgsR9GTf$-+h8jZACKG=v6v^u3LI)ATe
z-IvAkuIuCWE?TojN3QC{LcZ+q^>MPLrKN$Pp`v@MzIJsAtGg8!7q@TaxB1{Or|eed
z#jV-bSFByz8@V~HG~)WLTT<b1m8o+I4sixXMoJ!T<LwTQt9-g)uRR09f)*x^;^JbT
z*=D+7>*Hjb*?7BR^sXn~{q^<r<2|3xb#K34XT8jSz8t6~(uv%pQupJq{4r3YJfQmh
z-tWhjcuszF`~JVOGqX&!_kG{{{^%6V;78}I-|MV6y-CNdM?$dv$6@(T$IbKa$vC(3
z^=`jc_1e4oJOjgrsgtL6#O^Ljl{U{ivq|T4*t(dRPm6Zuyt}jW?W=XWUaeXay*=;d
z@Av!X&#(UVa{1;Mz3F$$@7Mm^xoz9FHM@3MN!wPH9DJ?6@5iGxt5#`&Qto-(hz$y-
zpBCLb)XM$2c(!@|xvDQOCi>1WNZfCWr?UE>U+TWI_Wu7GGxqf<We%rKp9WR^KjxQm
zi|h3SE_QR>U-$P@@$>ohbyu!kJEq)kGiiSHvzh5hudl5w{CYK9e9ymG+3Py_?f)1|
z(}|okzxvI_<BR;~+Z8@+6@T`8)#}xtVn|FkN@REWd%G#y*%%mVmZdPA5Z{=1xb4Q4
z%-}h--)_F`<CQd8@?chPtv$b-&5i|mA08YG3=6xq?%SHp=Ux?@?YIADacxax@s4{;
z3=B0(Wdj+PtX!$7q?DDFbxU^j%9WjKqqjdR*9Mi{!OQ&uV`F0j!sFuPKna6a+Dv54
z?)|39ix!A6Fj!Q$hcIMjXLomW=*8~ZVjYH3@4OB{uXmcuU05f8T1PHN&ds&HEqfca
zirI`&#WY{vd4pG`gY?=&_V@mdh!66`kL{%y7-Tx1ou4oN`T2SM8QHnHx<Tgd{mNPm
zUy$mJ@|>exqJ|k47W{b+O0YVolb)WM8W<iveSZDVr_+<)-`o2(Yr1~?y}YyH@im5h
zw%=~7SiAPG{M=Z1L1Dfhe;F78b{#{hH+=gn4BW41MhFTfAM5En+AV(k*Vosdi@m4o
z^_pg1bE&PZt;@TyA@Sno^z$=})BO&<etu@A@ZDXd-4m7FpFKa;Co2tVZ?tlYKYKoF
z_Uy$A7b?2-%gwzX%E-XL=j-{l;ZE^++l!YjP2v~txBpkM=li{CK|#aRQ&U!~TGcf>
ze;>G7d2wN(Vd<+YH}=(5-zmKwTlj2d`mxmMvD4yLFIuFu%y+ifWOaW~Ye&Mara~ur
zn~q%FkB2+{e!IQ6`un?|w>BmpKh`5@{OHqZ{r>B5)w-)zuTK8<=H|xo_xE<Z-F7>u
zj)j4tphWxIWC8p90}YIkk&%(@$#-{^{@isvzTS5A>eZ*Uw6!<Sv#m}OR`)w&mV4{U
z!&%?&*VmW5TDd$;R8;ilN%i@2&d#yie0bNiY148pE%A(ee{b*RQ>RYl+}My9nVkH%
z{_XY27kCdF@Eo?VYF}RazF&Qz{H~a3sgV<nF9^QA|D53*H)#IMz5iH;gv{!&wXZ%T
zo{dk1v=i?Mmh*BjFcdrya$sO+NC6$Br6379ddtI&fsuh>5@<E%s4xTWFnMCUyX<XO
z{GUhS7uUz{2ep(Q&nZ6FxqN=zt{b_G3<m;T8GfEwIz3LxIPFY_x86>bv~zPL=USKd
z2`alC`F!3!{>?Q8h6gJY8(fZbiE1YuY+^O6{q<#rU2WB$H|h4>OTDMN{r~s(@iFOq
zow90%`7`6+urWNCz^Nd3@xlcGkU5@{)t)}zRq|3OJf_eU)C<{I_xG1l8T*EQ2BrfO
z{TVtt_WymG9~d1iJ$33-*3ZsuJSXMZ85sEHG6)I!`uYY22Vc(Hw``f(CY^3jp|wz(
zfx+SzhXS~n3~D5s#|H*ZwC7`BklA(aXx;*mlDD@^%ii6&nOAqbPxj|y*`MVGKVMJ3
zDs|xb9(lq2`enig!Vg&s3Vu8$oiDPp|I+67#vl1#HLEuqS-w1~v}9IjaB#4T3#dVR
z`1;z|-QPCPe^z70urEhkd^h6*?I(}A|DL@$e{1&jV>_SEi+*F)=fULR!Xss(0Xl`?
zNV|MpM1kV3ZvA}{J7e_Nc%`m9eBH(`FZcP`*=|N=wm0R|Sr{4?yGKVyuZi7l*2XU%
z_a>|_VyDjOO-bf~Ioe@sI*QL(s)JgBJKpVjt@P-!`eM)l9T#_(zyI+%er^&g14DbW
z?1Ud*%65ZJB$%DIOVcdxjs!D1Uk~WehmCo6cU62i$liTdj)6hO^i4xe+Vyp@A5X{s
zGkSJ*w)pLBx!uO+ER^fMu8u#-DjpL6i&_Q-hLaV191IL7;|n{u#T+<qZ%+3=GuvE$
znogw9>uYPfJ32sp=oNvBlMc0TUR)WxT&bLcf&G~43kKCyTeq5mJgdL|Pf<u{=uz{1
zAA37GDxS|Re+24UC_1+t5%#wc1no(iXwBN7e@-)kLG{(N=)BI*)nP~Pmfx41ZJytE
z?AS3--_>`v+0iwTn?c2Q;c4CNBD;MVEELKd7`#IE*Zoa;b7SMj+4uh}JN!6!nNMe1
zTN|h^_vjqMg9kSm88rf<x8-yO`&p*$KfeFx+5BVI)<z4Lu`smzF)(Tbg2D=PIK}?s
z^7Vf{TD)8`SqLr{9$#B(^Yh7M!=xh}6`xM3C%?V5bz|AvTNRHw)svo_nE3HZu>a8~
zCntB`Rb!A5xZc1pWy9^f-MXMw(C+g0dNcI(_4`3_lDGHkHKkHE26lG_MvcO=XU~E)
z?tZ^dT5!G{`;#Vay^dF}UMZEcF|hlAOR<kCB@IH`D?UE@@p=A#ne6N9dOJE8nc0qX
z2r4ICSrK?NmxqC`Nmigi=<20QLgH~1iJ)TMs`QnJsi~=;;KeIfM5@2N=>&}^{QGg-
z9yGt!eMgg_rtn=8YrvvqesiVH+kTG$9SOEE_x84k?Rl|lqPOd9%e^fI8hm(qdiwDz
zD}y1PvQ}VFef8sUf4{f>UX!$Qb8bHTn7w|l8K`lYk(=v#N0LFt2Bc=yo;`o+?Kt=D
z*<+LF&QS1zMW8{*H0{iciZ2)4lh4nyecM<2>7@F{6UzNZb`(DDx&YF*Jb`ga$FXC_
zn(o{Gda-zhO=VF?NXU_?;c=3nNa^S>zh7fq_xtw!W9wpfCtX_;`SI`j`u!4bnGQG#
zIxu*-L`FtFDcaez^ZftLd*yHJpIhBhWNZj}YN^1W`sg6LyiOT6!-u7tL2EQr9xIhF
zFepfZEZk7~`r6SuJBuH`-G09>_x84<^?6axi*|xW1}5%eZeUh#V3@Mv=jZ3gL1p0l
znopjfu2rA?zaM3$|0^$AF-)-n#q$bKY!n`s73byU4UCSCepANqU_${fheKypUS8k)
z|9_qzVrOs{Wn@|4Qu}@P{oeBXwcBsxG8{-$1sN}CoOWbS<>y5U7cRW9mf=9+V<~|K
zA+z##cXmAL(q0t3J+JUlr@Gs6zqwp}&x>~c0BsUq@{Zxbft}o94xO`XtIJ}l-);>I
z3=~wKTN2b>evqj_xfhfgN*{HqAG^N)-`9ve6&pV=9tb>assPD{YCba*Y8VPaKmm7!
zzwSeG#n-Fh-FMj-WWty@96Dzir~BFbezW=G>-hgx+j4FOA^fvy)vB(&)!&cx$yzHZ
zEn2i_(c#?*Teoc!TWrf<p#e@$$9g1%cgCy(doPupg@M827^o}fVB~j@Nh6To_R9tF
zRkJM$A5Fi*$sl6~7EDe3eSgWnKU)>6zrFFi$j2Zf2Fl7;tl#gsoR@cgo-HVo&9JR5
z+w=R~Zo~3-ca%!l7}(GAaU2lLdU9f-VZwoi9na@gcirV;s7cgwVz+SWl`_>5(}@Up
zW5)2HfkT18eZ}^BRoZ3m?nHt`cCfK5aM6w4w&w89Y15`fY|Du}Gsn`n?$2X+^><th
ze7)JAf&|pi@pn4ENe7gXK*j0q_xr4?zP<`=dB^bJ0S71}+)SUJYd-z-(?#z6au@g4
z|F?Lz<8jvoQ3e?)a1#XNZ`G79FD|l&%s>4!>Ea^S_#ktJf*+tlNHH}v6%=K)zrJ+p
ze|l~?{q)h>`TOTCFlMl@dDFl!WkTKGUq^p^eZ6?sE~~m<m**dI6^|9E{q;q&ESjO<
zMg<>-183#?z26_rOrO{JzUH~LVeYLhKW<&$Cng?K;Ar#XLG#Ai-`|q9voo~6`Olbo
W;%Smowo^H18pzYt&t;ucLK6Uc*~EAN
literal 0
HcmV?d00001
diff --git a/Code/MonoMutliViewClassifiers/Results/poulet20160901-111041.png b/Code/MonoMutliViewClassifiers/Results/poulet20160901-111041.png
new file mode 100644
index 0000000000000000000000000000000000000000..e38ab33f6ff6c890967686326963a5ac1c3fc098
GIT binary patch
literal 18550
zcmeAS@N?(olHy`uVBq!ia0y~yU{+vYV2a>iV_;yIRn}C%z`(##?Bp53!NI{%!;#X#
zz`(#+;1OBOz`&mf!i+2ImuE6CC@^@sIEGZrd2_ciCM@;e|Bv5m7dLfrD`<5+?TS`Y
z?w&PCB{Hf*t!vV<Wnq2EGc9eOt@cedoi=%kf8;FTZ4<p`c_+V{IrHR>X)7OJTG1(@
z*g0dxlI!pJ+kZcQ%iDFk_3oZ|{p|gptgi1o|NPGLg8R?U?mTD7m)s-Bz`(!|@j&M-
z6NoWImPG(WUlVWuQ4!7zj0_A63A~If3=9knrXxr4z-i05ex>j3?A&ttL)FHO8;h*&
z+6RTNjZ$5HdFAr?b-RwNH?I3rVL8{Y_Ty3U@LewEu2;Jk=|*mHF~3_fnTd(%Nr~0f
z)#2+e>8-pn_1bf<zrVg--H_<~`t;rjpZ~7Qzp=qFc2`MYLBWPOe#>ud$yD}~vZ(;E
zzrDYozdL5Zm5*<m?@#3vRy*;s<kZWOtn2Gym&TrZ-*oulgu@Rt-Wu(RD}4X?=)V8q
zS=F&G9vpjEFl8pgru_SMmUI1hC5@g;diM6_=H=hs-d?`YxjpO8kB_geufHF<LP)hx
zw|<)F*WI(HPhW2RZin;h>+8ddiZ&hVmtSxH?_>YbZ|tYKik8MQ6c{e^ovpU~vSxD6
zGQYX2p3kq}x5azcv)udpVy9|_YP~f&wPaiF?X2J5-mVH<-1ap!{>6i5d%xeiyfOK>
zPS}^<TXJq1&9x|W(%<)E(XVfBqi;QZAQgJ&eN|P}uDX9e(`~=sDgJdj{@)|B+($<`
zrL4==yt=kFdvnNxSpjDM{;;m!Q1LP8?cLqs&1}3uYooTB)cz{@`|WoA(%5UJ`Z_v3
z3l}b28tXRm$@AySH*7FqWn+tq-)8u1&t+$4XHhY+w3V|il`j1LsK&_1NX1i8Q89d#
zOvS=Sb=QrJjGh!&bls`Xy1HuVh7ATkfBd+iCA=d|z~RGg!_rqFmNI;I%kS5|y1#$_
zrp=p8%irBe`aR#SHY$JL&t+C+Z&tjzx_WicQm?E_OFG}}esA~o=H};<e$C5|@GeYl
zNKQ_E`uOqUrY0uazh5qAU0XBr&!0arhaLN5EEjoBR@2ne^ZWYh>g4t7*JoW@vr^8s
z>c#8z`}NBH{`)-tf5wRkidh#HH2(SXCuDV)?%kTtXRAJ+HNX2y)I99>m6gF&k9*Cp
z?5nK~T^;5-RXaRvwps3%U$57TR~|5{|5tPL=+TvabFDso{v3RFSE;D9^y-t7)y1P9
z@AR8zv$9iI{nat){E(-oriQMKG6fku%QSnM`~A)BXW!i3?*I4K*WiMJ4O(GqR;*Z|
zQTyxVa@DA32b<YJe(C7wNcvs!`kJrb^5EOsa*MYvUAAmh`TKiWS5{2a3SG4%>*}hN
z$;bPCJ!t0l+OtnwO8nl|?C{XFQK45?g$7U8i#@k{ul>&_!gq_$+h*O`vhvU0zfa%4
zUw`6+$KG$ZvgK}{ep&MBZu$MGhHhV9UoYp4wyAzoQ+T~WBKga++4)*lR#Bm=LMHCt
zzkku<#b2Mz&KKJmFY+$Folo}C-|zR|-?Go!@sMrlvSrhL?47hEfB)aGlP6EEtKF4$
zc2-wM$AuRc7ni=eqPcya>fQSJRj)Knb8ZCiwL7m|xpLk2MIUUn{2p$Twy)dMW4P}7
z>Ep+bzx_4m?(XvJ2L~FtczLI;U%&p<wY94qo7pnIzq>29zVh2wTlu;l3vX@BUal3o
zYRZpUZSi$KU6YUZg?5YShO7)y4P74>yZv6(>S=nhuP%Pis$VCvOXzm2Rq=v<7o7Pu
zb##2DYJ~;`1WdTKEqC?)zi;!!=X?*kR{HhT)mQiS?tXQ3wYt5%eQQh0irU}b<o2(Q
zjEwyCdH(-3X=i7hynjEQk&zLUoZjvI9{2X{?(0|I-?{(w(E0TTo7qoGJpT30qI$pe
z{qHAtmA<~RyF9<OrRBu+>*3d9%jdT7%db0g#;1Ru_^&?3b*?-I550E^3!5gU6R}{K
z@9bUsw!~LFWc8hC<XZdd%f}b-0RaoF-|q=NJx%v=>Gjy<|Nj17opp89t=;A8?S4KH
zK6>QHionHg;&;CX9eX48&ELo8%CE1luda<Yzgv1ec2(r&WlM~mm;C#6egCT9<$hiL
z{oxJ{4d341U;p#-^X!X@T%&drEX>>e)@=LrKVL5UPn|Ml$z*l^RoU0q?fU(0cj=E0
ziMcm7xlUH|z4YPX;q%d#^Y{N<_Txtds4zV{%QX1^zrRnPKVLpoJN(r_cKML1s$I+c
z=f8VppL$A!SKcm0QBl#$!y}+q%5=)qsY~<s{d5CGwBgz3!2tmaZs+axjj#FGI?FtN
z-9%;gS2s2$&$6xF_Uqf*)w<E!L@GCIEPo&8>h8WeaIu?|MZtoiq9T*zV?1Bq+ysS1
z@N&Po=XT$*Dt)!Wd%9lKu9B7ee!sKcnsf6~?yr9Pe=AZ?Pt(-W^3sjkQn0mO!qCb5
zPC>I(>8m9ZCJ4w{m3aLBb$x%ydE4(9&(F=RdbM)7-i~uef4*A1{>oBsaZwQw4MW4g
zUMbT{&(6*km6ncv)4DhLc;D3i{(ewW+g18n%iKI%J8aE`6@iPl)cvj6{?@eaPsQ1}
z*5UVSKKHuyN-ceLb+z}T*ZYG${{Ga!$UJ4*v}Lc??e_bAw|u?~U;DFjb5{#0yJei6
zWm@%q?{}MLmNh>%Se3j`h>wr|`tq{7y5F1&Ya%zBq?{1=`QyindDZWBKB)fmcKiKR
zxwp3!S<MB7X)_yd$&(X;Z}07mo~-VFt%XxK#+g$;?f>4V)1s%$p1pc{d|l+jhYw%f
z+`K${=EH{%k6sJjUsu~JZyz_m{@>29wNXnQo7q;@{r$BrbJCah_5Y(m*`)68*Kk!8
zl@+etVz)LXx8JM(Uwd}8x&P_u`sLjFTHjZCd38<Gjb8Td?(Wsa&(EDYdv@=G-<#|I
z*Ok7y;`#gg`*0tho?WG{m&Mor4doWs3%R~7))bTyWUa1Ty?^Zasi`;KO#%hi-MZgz
zt!jR3$lLcbO;t?|6!W*X<<6d0^-A;a*Y)+b@BfJJUN^t?+ssFgAA<@<kdyN6?mBhy
z<i&4qZ<|(rO0oTTM0nDYKYwcOmR$Dz^}hc9YQ5N98j6aJ$0Xj~-tPbT`T6kqcC|6T
z5A9qPzJA@u$H%ijKRY|iJbzx*mlqFj-RJrredqlH`~N@vZ9g1f1{KgwPED__u3jFy
zyDan8mdvOP360m*Mn5kL`|Wh!@PO$_hW*UvZNJYcw2*oBzW)F2)w)JTmwx>CF~hd{
zTg4Z7>#{Y47Bb7y&(C}I<mBYM%YO50GB<7BtiSU8gM-bzmtUIv{`U5B#Ixt~>+@vz
z+ACkJTz=<Pa&mI-;fDrmqqmz`T3X6|mbEN8B4br@VzI5V^5H8hgO6{?xOix-t+n;-
zkhM`)fBgD2>+0%oam)KRW%$~6KAjeQ=hnQMPo9qpEY7S5Tzux`<>j$&m;28*b8hD|
z^;>@V%zXR%SLFl+6aW1AbLU>Slk3&EDe3cTuUW|O3Cqjp`^~j_n)UzZ^ZCAie|-fx
zF#Gzt(yj0B?!Imz!}qwv>a6j3o5$axy2bU)_}UNOseC?HHL5HsY8J@<7v1H*&iMA{
z^Lgpzmoww)|CVn5_J05WdyDfO9UD8lyNyM)LJZjX<w|CYNlRzX@mn4pUHIGO@-knL
zHQZu41=;mquZG9I-jj8875BB|9>ZofUL(KdmzOMGzI*HZ{CM4U_xSDqTmU&#QZlno
z*7{kNec78CojpA!AXQ73?mQbD@g7vuY}3!Zz3uE2?eKG3a&B%q@pOLnnHh$z`_zv~
z6#w{;xV=99&A;d!`gg0}?^Rv(H0Sa0e*L0qiDaM6X=l4?{L{|O$&}%1&%C#1=kaVy
z8NSEw-{)`3xmgrgTJq}3Nl?_zG)~{O_4%`Bvp#$%2woYaI(h2Ur&-%S?krN>_WR^y
z_1OLY<!irOWSt(pzpnQ30!QZU+qz?~$L+0>Tz)xo-`{W1{gvnH=CX2&NwgnMJk}%m
z_~QBn3l7NGR$ck}{!!ia;NW0TfLvbg|GlDjQJs7FyE~a$AuAFN9XjNbmbNVVzo>SY
zguJ}`<<;T(+rM$w9%s0&#Kci2E@hgPa%!sf^Rf%y`|JN4wvgfbT>t-jeO|5qT&vVo
z;p_9X!q>g|$XK_o`(^f-rR)<P@vYH&vanqa6vTf%9OhrQZORl8P^x)xak2Lospo7H
zE-&|=y<mYt@Nz%d?Fs=eK0G{p>}AQUeYL-L-BMCg>e;`4|Ieq><Mpa!xlHr!+yI5l
zT<h{GpV?-)pyZJD;=;mp+YU7!W8;<DA^SjN*S}w{eG3W-I;YK@KR+MjpjTH`KK>Y`
z8@<hB-@bjSd_l#}&KUYFzr5%Bz3RNTs=Nx>*VbqniAWWv)#u#VQMi$PkL%41iOq!;
zGIEM<gP2aN-F`1?j^FagZ8<aD|35uFUAp~n;-g28?%d+$U-9|VC!1$4udJM0Xf^lQ
z_4xX|52{4iCM@-yK5zT|rEm6!D>sPb9q*I17PE}^@#!hFnw!V|xs`Fr3g%m%Z*EHM
zF0_zQ)6`sf;^pUOXN~=qU-p@2v(sgL`BJ;^bw|qn|9IRF%An<UOT#;-MTan0&R=xR
z)X?yv#azG5+1J;7J{K+FAXoinBe&jjFV+d|@^v>X=K6hJU;lUYiKll;ug5N{`S~gD
z;q#(>$qknd3FyRpo~9qa?*0D%ad&r>7Vn<${@w2P*Jc<dPnk7q6{zL0j{9fXn;Q%7
z+=<zmecf+s_I11W+3`O2Pm79*hQ8TintkoX)bO~A*W>Hgu34iq*QWB4>Dh+`8p_It
zOHb9_-Bns-A@l0i*4L_6Hx@tld-~*whK`QUd7IBY$4ioXKyApkx3}-U_3Qil_4faN
zp3l0tsP)&^*USCpTCH?$=TqIc`|`!b?pxE(%eA((t@50#CU=>;T{idDmXpa*6%`c|
z4~x9Iy1M+{#y9DoKYtDm3Yv7U?su+k+@2d>@8#av5qNuBZg5i4qT@#w+yD8{tmZdo
zg{XE|#{YkRPn|zs?yG%AZF<t<W4)7>%+B9;GkMnKmm$adWWWCXe!tr1^vRPKKcBZ>
z@7gW)^7s4w*Vpg=SLOQ3^7b;{*-uKWx@E3iTN$kW^T!X7oxQV6GL`D<>-)b|eSPI=
zRs8l)>$@Y@w&%z1{d7wE)y2i_Ro~yOjn3a2Dr;5pVTawLpl|nAFD$UWS9Ds})$jeC
zotv+%iCpYE+YHn$URTzBxbWWjrbTOFcZW@yGJAIPlMDOTtkIE7wz>8*tA1Tf=i7f@
zugAw<dmg#4JM#L!zrVBJ-PzgI*B5qwUv24W-R&!!+xg_m7r(l)ax$nr+9|A_b-0ap
z*W*6xD+`_3Tie^?w?;>Z*Db64_w%`zzyJ3c^QKN+8ob;u^ZB{CzYfd)dtml9>AUs<
z6G4Z9v$Ks-yJYy<*?6U%T$2+JSn%%d?(B1OEJ1bE>xT*L{PNS52;IH)A?a7#x~Q#L
zqBrfz-^GC12%_3yA=C9@udE1E4qX=$>9;&sJAB<0@%WmB!s>o88)xy$TB&&6+M0d6
zQhq}DH^z4_E-n_8ky&GYuflo#-fy$wDxZparte#z?mMgG9`_#AoyT^Fm#Z&4^zBfo
z_3fM2b?2;&*;!;&`|C^P^y+N~o7uBpU0FHHu6Eb!1a(u>ttV<<@BjaI{h~#SKuwJq
zGbBJY`l_(CvubK;wv@k*^PO*ZH+ObS&z(ClmNI=w-`f{873AfuQ&Lvmnt$KU)!jY&
z!U9Jw9-fe$MNdn9d`R5;=hNxwG3R%l)~vZ({PV|;6>hy!zkWWSZ@X-6zO?739SwUl
z0s{koeLAggns|t%_Rq)TRsa8fPwff3yv+COlga+O=It%i{QdrFzz*5-+x?}JyY4L4
z|JE<t`g%{v%S%f77Sqqkq|D!Y&J3Kh_Y2KGD874L`Q6g#VtO$v#N#R)-|zX{x6Egz
zQgV-ylG2wu#phpMi_V{_61p<T_4T#2mnZw%tpqifPfk)bItFr^lwnc}s7WpMb9a#?
z*Y;8`FRzWYGJNfQa<;E7#@$KhD$rGGcra_)+_`HjKR@%F^y};E@F&a%Wcb>b`OJL8
zrO+DRrTVk`!_hBOpZr=K9=QF#?kk7IDsuII3V;6k1xibD+g)udJ}fvcyz%_HpLe)d
zc`u6Enl<TM4d?lJw!4pf=9MsTU}odFFj3k4%hmAs%y)No&N9oLwX5vyDp~6?4GoPK
zO{f2SJTBioC$1uW`k}gT=ilGnUR~lTe0IKlynCNa;8L%tUoN`KuXO8`dUb8>?CATT
zP}u+HQ+H5su&v&bzb_W|>%G*oZ(S9-S}nP!?$^uZO3TH+%K6T<3a$SB?rN~V?b74&
z^>=b_feNJQ@pV5Zy|&!GZO$B-xmKm89$#Cq+;47BS=qK#VQZ^gr-e=d4M_a^^HWPh
z<3by+^p~6I^IvYg9tY|@gl<mrEq!<A=cMoVwbvF{&&!`*W+CJH?y`8ba`&O@6;G#z
zn-o1cA#^tRck$Dp*f;3~fqG@JOO4C-y}q_~_NULEx8~io(v8^>kiX|++phBW>p)pN
za&y|Gb9as;fs(9M>8fq{_t%MPhrRfEJ^uP-e|z2JGpTob7HPEJ{&ixa@~W7fpG0eO
zA4DC>ttj;M_VvAba<aOppy0y9!)>BJgBQE;>PBz#`TgzfWEIowYd%+3hhI0pUlaW1
zpyR^sm)dhJUn|X(oL9WA{{Qd$)4zn=wypjKYCOxu&p9TsHg4~&#r3<(-lp_iT;$rV
zR~32bfBf_H`~U57sb6Rlesxvo)vej#d%s?b28}Nj6%}>;X|kWafB$|d)2t;uJv{x<
z3f`BxM7333Hl+vYU0>kXT=M5f;n^96&hzVjt=zPE^VR+J_5ICn4@q%5zrAVq|Ig>s
zRaJ$v&2m-d?#z9@({H}rTK)ZhE-kJ-KhL(vLgwhT;3<bncg@KC({BIAak>9|y`t)M
zQCq#1`_0|;>bA$EQ`7a=m%Y7}`RB*Ss;5)KQ+f*jDuRkp?@E2WB?Ujc3*Xm2w2R%b
zSKobi*;|#BC(buNy74b&XGnO`PVwFA(pN`pT$GfYJay8fMTL)#y?k<V^3iLT_EZ-C
zed%9+X_Bh9%G{l%-=>D`SgZeKCfA>Pf(`|~)xY0ve_CK+Qu!&xcc#(O6Z6^SDjb&k
z&%bs%f4}a_Gm%|_%5E=iY)qE2tJ!foBH`tkw+Wj!Z`R+nUd7ejefPXWb=yG03+wm&
zdZoHH`R}i<TeGk0^)q~VGTC3uvaj~S0>@QRTUV+1&x?67{dMcVNiQBhUd%3E6Tr?d
zccq!%ZpGu{{ncN7empLJcUtTn$FPU-AH6><`KsvL_TtOS%T-@4y5DW{OHEIIJu`jY
z#KR9S?EQYP`r!4QGR*9JQw~48u>1YK)#dkVx1V?ze(C@Iv#)l(-dpi8$#=Hd+f7+J
zUM`z`WlLr-X!voKef_@MTdv1duRYNaw!f}cGTG+U%`KUe)%@l}q$p_FD2HA#X6rIe
zIUyjKY*O|nVtaPnr_Z0if*N&27BYF;tM*R1wk|gM%|4C4|7+g_eY@Y#z+frU*IlKr
zx5T-f4>W$W@6RXi+CLwU=Uq-aKMxe=LB6xiN_YQz9OUZaqM@edR{ZSDMbHpJ%KWv_
z+jsHyZ~nWpXeB7O{QCMj``@3Rzd+eN6BLcB!`JH>^~~G7KKJ%E-^j?wqu+K*rE9qL
z$*e4TdMfkFi;K6mW=}u<rKzb&>Awf#pL+%@+}GEfxBnkwUH&fQ^|iI<e}`WO4Qn21
z;jDT-xBSbMVE>aZOJ1E+pAQ-v0F7{L*kEw<`0>?VQ?+jGuirmSFLu?GDI&Zw76Fs=
zR^|80*<M-VDZF&)(wFV>bpf}x<!-J2UkB=f+E#zN(j#fCS7qzoFSiynAj-whAD)!7
z2$XD1v#(|R{`S_(!{b5|EBBpW?5wOW5A)lH%(ts80ae%0+w*pPJSJWG<b+`D=d<Qk
z1rHo1vTsbU{`2wp*R$sLU##7J?@|*h_m!Q+=~vfAhet+6g1iZ8F{ID04LdvAe0oXR
zj_&>Y_utx@{oG0-Zg17re}CWCYintpGEMtc^Y71dd(cn{sLqbsp0^e>dV9Q2_VSv@
z&0jvBw|}i)|Fb)9*UM$yb^rC;GBQ@=?R+Yx8^15+>8Yu~tHah_*;Sg|U#INWbHV!k
zp2hd}R<AC9e{WUr^1f|(cUK+l7S{%~QJI%^8|L0Jxm$KS*UQHzWPRM;D?194bMNhm
z)DBw{us!cCs8HScRo<dtftv5EC4r0GGLLqNW?fp+S@!nU(pGM9EknbNC#oJjdSsG$
zNrhM1%%`)nb5+pNE>Qp2{_jiwqt~X+nX{(y^RvurYa+95ZdzLP?Tu#p;f4NoKV7Q7
zztb&~crx|FpU>yBk9LW6b#?|ev++K8|9<`ZeZT#>#dJYqXz%v_uM5B5eYajaeBByQ
ziU0N0RVjmnhSx7I+g5$Kz-xY|;H0Vle7o4~cgtpjMtS6Ht5!sAP6LfJJUcskdDhic
zbH6*bi@yd%T};fJHeTsv;qkShxwp54etmVd^uYl}Q0)DBxBLB;vbRyJ?CjoJbI(up
z4%}B$d3Khm_xAgByWj2mod+sWv#zh3+b3_oF8B7f%%`WO%GFC)T|c_+wKKmhsAMgD
zal!HH>+9jIT%ubN53{X}*yzM7Wm53=vG;VntBd>XR(*SWTU$rR$29xel}2WEll*%&
zpmCUs?((`9t!637J&2sM%y;&y`TzecZ{w3)HBC1fG+@TX%^mFM*!b=J{q<K@hp$dM
zJ1dXhm$hzs&b^}3+hTW@&D>Y}d)9>u0l_PSR4=cIH2(bMvj6V8_wPw0Z_B@*m$(0K
z8K@J=#LRrw_WPaWx_>{P2d$E7{q_BQ{v5yMKabo0D?GRl6m+1@&SZbP!mXgXcF(_G
zub1WC-nPtZs@Adl_wTo~w$6NbxV_rO`bp9+Ig5e=UtV87&%(+&(`%~M%oi^*KA%*d
zKjXap|2v@03djLp`+Iv$?d<HHudV;}<>fQ}`X9|7zkfGBc<`W_q2a}xySu*bIj?YI
zTkdR0lZ*+Ryu7CS_U&6%_V$*Vnc1~Hf4|+%`#Z;P`O7;yizlA0{r~s-Sx|qisi~=F
z{rdGF)rN+KX^)O{K0DCJysj>P@7HNBudbe+d1b}Kl`%UvadL4P<=)z2sHv%$x4n7K
z1Yvc*8PDfcpWBjk^;F2JkdvU1k2^J=&!!#gk(8_b{_ZYlJVDYZ#be_7&`IC7?kFv@
zntSZ{@#A~GT=G8pEqZs^TF?MQV`Jm8tgEZk)YOihnQ#Ap(YE5k+Frx7$H#h?MQ_go
zNrCXQZMXA`<Lm#HZoFOd``g=P?)`Gh!q!HC!qCOdZC3ri&-0(x&X22lsd{;lEBE8)
z&(r7lEx-NN`~3HRzVmEuy12T|JT+B&HVB_MaUv=IW7WRD*&iMpJa+u}@*B~N^K)Nb
zTAFrZg5t8&)6<q!eSHNo*d+Vf8Jj;J4yXP9_t*7Y@TI@kC6d3rxtS~^B;?a8W!lr<
z@4s=oo9*?Vb?m*CpYOCaGPBRJDt$GBOH^wHh;C$N7pvU;l6&v9R?t9#&G$RSYDPwv
zLRJPH1qGK$&W#I4jvt@B{eIo;$Gg{Vu?yEr+b#a<VY~d9`TxGCU*3@D{P^|j?5ry*
z5^rtIPFM4r^Wxh2y1&1cB_3{*`y78}*ST4yr|;B$zpJLBa|Uea>aeq*xUl*6<8j`3
zt6TeOcS{<l^>lW18JT8ZGpVbqTjtozrlzTR^6gC5V<P`|*DbvLLF~I-?%iEi?^M6v
zyR7c-uVd%WgVSHw+9*)MoIO=LeAm~#SI#>vFtO~}*^%+jy6C|H#;sXby%-r8K{Y)S
zGxOH6w^4gPpR)$_>z<vPtNrrK%ex;w6tJ?eWL#Mhc<S`&%S${bm;C*DUE9|7Z`b{Y
zpxIH4(|f+X_;t7Z{?&=f?x6DF`duAR2@<^A@8#a__k#2C)~yO%y^K>>O~c+keztjj
z*<CgREiEt5R9{xssy1Hfuvx1?^Qjf0>-Tcl>g)SY3fY|IyZzg(t=XqvmaKAW<(jm_
zviO;Xo!z~+a!(2i3%R(tFQ1ud{8p5Qfq`KPW1O@@QgU)?&&3If&RbGXi^*CPI2fm$
zxiC9_-^#$nZYz_Hc3D+?Sg>i+CJ{-=mxlEvB_$L6|FAMJFciGpQ^s-a?e_cY(&tsW
zowxhF=5^R~zINw++ix>ozuei%Z?FBzbDN@~;;EA-105Y3Pfgd)Uk{qOKG0p6%P{fW
z9qB#6%l%&6-MyWOnfdF><@2)+wQ#PA-M!7NN8;hG^Ly8?Uw?d0U0vOzb9esFV*mwK
zjAWd&gWaze%6IGk|Gl-hdi!f0_w(~?K{GRdpX%2K78PyM3R|P$X;t{B<@ldg{_R?C
zf~UNBlcO8AC*tet>-PEf3=9kv?SKB%faU^01#i}s6@j;&{?V(<WteGGx#`xH%*Td%
zv=kK`FE97MzRY)aO!;vwnXb}pXU_Prva!wk{^t0jqur(n2O6}aEf^RW)>XdW|9{`F
z@9*PprGgFl`EvPu5ebPG7vll~6q0-De!n%px-!`P;K74Y`|I|)@Bi|pq_w?$e!1k=
z*Vm_)q_OMNJkn!`(OvA`f6ZHeZ^*4w28Ws3YJZpUN*Ej{mFehyzLil$N5=<Lz`wh@
z`|6Iu<nZ6^@^u>W^73~p9`{aKa^#51-rw(bpE_}(;BHs>&reTp?JQn?tVgo=UaAP+
z?yP%zcHY{e!1E#$wiY0>c<MD4hI1>z)=JGcWhm%P`0;n?=UWV)UM%i^wfVeV@bNxb
z)1oIHtgNh=2b)-<_Ec;H%}ich7aKjvB=3&J*?G3n8#iuTr@nCck|irjUtg25sVI24
z4m6YhAa&0-O9ewi!(XpfuNRS&TzPV`diIwW7s12apau!3ud_NnBV$F_+Nh<+dZn}9
z+}P;l=^0p4vuB!4<e|IkLCXQO&t#u(@CZstSt6zvQ*jW~h`PSWwOc0yWW|)+xN0^Q
zhCRMTMMas@85j<vDmO43c+bMf!tj8XLjkn9V2xq}h}zHwPA~_gm^eV(>`_Su2DCs}
z7LzIdfOlK|{kU7I3=9l0fu>nkE|gx64ZoFofLqXET>~RC+mtd+1_p-kDf8o1|30_B
z&8fKK(H^S?P#HPPuC{98Wf{J9J{gMz6DA0FUh0#z{_^24fA-l~rmF%LHoe>P*>CTU
zN8PIe7rSvz`_i+-dR@#z1_p+uS-bn><rlnplf%TZ&SE{E!r^xQ@acN7cW(6<Ry}BB
zzp^3GIsC_o6DI<Ee0rFem`n;ExjcRPH1pCD&s)1nS6{k(Idt8f)_cp?Cf$meI~5eU
zdpg3|Cv3~T4Vq=j%gw&F=HkZW<5%|A*N5M3;S`=SfByQjv&~oM-Q6{5$%+*kr7thJ
zu3WiN$}DHb)m@;1Ge7j%yQZ%P+2v2XEYY&Gym{3u{hZ9v<HvU&YF9aW^eAYy)j0i}
zPOlM2@%oTuOea8-iIJPrKx2^WKK8Kl%Y}r6O;b`<w*BSq?w);lneVpKpwzl2Y$lfi
zXgY{b*6NAbA1!0!;7Kvpo9F1NsJK{KT54%%YzR|kU|@J~_EZSN&ku+BLl-)+etmiQ
z_|<9i=j(fZ`ug?ji}%l;KflJ#z`$_esiraGlk4&ISO5I{4C;Whvasy9r429bY>xNK
zm%nBP8TYB;YwU(|X65f<o<4uRn|J@DfB!G6KD00*{q&hLAqfc!PEFUZZw#+@ywp>C
zYtsMk%nS?-_ZM&3VzPAU(w$qMK6^GT$n@UgGb|JM?S44?`}Yqtr5s&7*Q!)RMrO^|
z*Vn7hOrAGy-G>h!g!cTB@cgTPgPVbYVZZ#zlPB}a{iZJIl{VK>Qd%@c>l0sU5=U5B
z**4Gsa@^jko$Fp(L?<OJ0u5gE^zek={`B<p*5c=Ws;a6tbwn8$7(QgBKH@pyE?>JO
zc)4FC&weeW0!PX;Ys#ljpQcQjwCLK}Xi$TttQ%AZ?TMIa!TjlAyZoxKwNYK&-P%P}
zxC)q{rq`h2pJ7S}NXymm_}C5ppP!xGnsHHy`zk0MrH0S6U<Oq)4{kY()Fn!waG=^c
zt={YG6F|v9QPI)S(Q#GG&P`EUvzFHXc`Tn-3z{@o7rT3v*HkSoF0M-l8kwigog3>V
z3QEEER>x$D7np)3>p3|&vo0^|omcUQ^XKp1+2`lkS`|EKSncoT)|Ql%BqAWNpi@{~
zOJCm~G}V7?ZS>T6^VStT-SbNq6pw2@-CF#5&mJ3IDHD&oyUVYyiQL@v);#eL%hTu2
zK@+R1qPMS80nN4}8dGVjQ$U&Rb>&-uHK6n#85udtAhAj1<&BNWM#n0?%r;K%d-V8m
z>_g{Cj~+b|5ffWB(>Oh9wKxL<g9i5=vj&~`eKDb{!>;n%|5*TCZUN$U2r8F6I>PCB
z>0mSa)TvXKo;cyr|8w!;#alBktKCio`8n=vHuH&fvAaV80v3Qen9<wwW*MjVf%<8n
zfjj3mo{1`{X=z@QoSd9&p7C>X2KxE+adC02xyB1>(-^Pc%l72O#l@%2pT92u|A+hD
zFPFS0EtzLq{pv`k@GPU$u6cF8GM_$w?meldw$}F9_s^dvt2}-Fe09ywPv5ve<;$KK
z*XJ>=jM%tHWo7*Sy1cibF`^#BsNH32SNlJlux7KYeche6rJ&>yW4GRxIcT|`ENHA{
zYu44G?DdhGm#Ms*9$#0;yBDdoH0{Hi<J^<d=3JikXTLlH1H&J=rAwD;>gt|dt7~q)
zeafnja&giQN=iywa&8)>rlhR!oUFF)TQfVqmzA)~t1BxPKX{O^Hh%xT<bRMx)AWMO
zWR<V`nL?Qv7#>7ToHJ+5la%lF8u@p21PTfYE)AJj{^6Elgr}#c(XotMTQc+B1~2yu
z{rTzX)s?~Oo<T?j&-|ySr)NJuH`mL{Yg3dlsKk7`=NpelMa7Ob9?3=J_bT04Sy@4o
zBw_1fR`%Qfi+FsjH~8(Xt*V}nkM&-Db8|CjNmSrsH%)zge@#uzth>9mvhmBs?9v8R
z5EYW^c@-voxfY%O^4IJ2*Fi%gprHuREMHvR&s5tV51QB6EnK)TYHQY1xymPky|UI}
zqFNyVH8p#Jf`WGZ1{H(_t(Bz=A3uJ)__*JG-EsN)KYRXy7Mr+si$$&iEeX}wz2}=0
zcuD1TxzY9w0~H#1d(0ZvL~Zr*TYmZR@#DwcU%q^qS6lw(#zHJ5)KpMzg_KZRZU1~Y
z+||=llAV2L$Hv$Hjg5>%goPJ3G%)ziu?VcJtej<%ISDix_T@{-RPE<q^Fixk6MC=9
z$Ckgj5xBSNt5(@B{4JEVL7+6X{`pqt4d=?fya=3YRl4d#X7RH#fi*RIv}-(qVq)eT
zI&{dS_?b_%DyYayZMx1rq5A#a@X*y^Q|Hg0Z&m(o4X?D>j%Bho6#<cvk#f#kR5Y!u
zqGp@rZi>_brTwpa$~eMWxkN#Wz3vtsmj$i9+?IQL*_0_Fpv8Tl#yn`G4_nz2vahD{
z_ES)J#GTA$_5jV*?5nN5zW?##$5Us_SRtLiCouVV-_`y9zUpHZJ;I>Hzzy0*UbiRA
zT^qRA4b*84TNk4Vp7(`x;oR>(KHl#=X*EBnV{rQU)^vxi;Pr8~b8RYv_W%2}I{QWF
z!+<rLQ`6G43=B53q}#_$FnK&@+mru)LH_!#p{whgnVFfFyL0Exr6IlFHHsNi&d;;`
z^!fAT{rmU-`TG|%uLx?-eDU`853i`G;EXTrS@JJ@iyx?8yza@96jk-z{~aqIAM5Sv
z=+Ic&wWs+y-$AWcp3kDU<y>rH<u3XCcKhyILc+pZ3m!V9rljn+1#0QcwJz7v)I906
zmVtr6A@bqYbO+FwVV9`(t7WtEg3it|{d%|je&(wyD?feze!cj-?ekaWh<+7jGiT{`
zP_#CPf4ap`bUn8GWi!9s1#kVmOO)OFG%PG4_EvwtChTvsu#H!G*RR&LwydkGLaUxk
zbO#N|hpq^4{P^*sm#62$cj2H~P4wAT#*`-~CQ4ZrrF8x>%fA=XEvCEclqe{TeYlkk
ziV%jF>d~$eMpuc9&ZK5AW6Gfx&LXS1pdozQWp8h6bdKF!7CKccR76B%Nh346mbLY6
zkyYT1Lio;0dIzTU^zeX|F@O60UB4*G2WRIeW@hDVP=;8&>WoZezofC-+uPf(gSsTn
z?R-0ZXB#9of#w%0Kc|7_1SW}yiY^7MF*7v{J>15t-8%^s+3SPV+7iICJjUsLadkhR
zDlI=h)7bsv$B*kiD0(8sh;pZbx_=e6>-iNx^IM={=-=;l`|Cz;`!b{M!vn|E)KpC)
zqf5zAB_&(Ta&M(9_F-UPSm5*Fmtq8Hao@kczqckG?NVBv4r{n9Yi()KP*(?4uv+o^
z{)Da-hBTah@p$<8_06mK<Oy0K$Hl{=v&p}%ZlB7@>({R*&ze7fel(~7!7%;!YUUHk
z{kF>%EKul`vD|dSPE<Q=ippGz!b8coK0ZEv_ZO&vvco3MnkD=DySuZjN>_mv45X%{
zcueXsw5t2FgNuu6Oa6Vk(6v!lO~0%v(71Nf$k<p^LL#E+VYt4>tU|x&Pyg#ceUWO=
z+Q%(hOtx>kbLURbs$<m^xeO;yoS0zf#&7#&f?Ul9$NrbR(q>my1TOyas9Rsl!Xo1J
z_4VIh!1_iyxjjq%O^-JL4H8M7JbBW~uk3&Gr(?a+qJn~fUZR!k>v<K-?-VpYJ2&_B
z#eX-F`(M7exVY-;)o{>~esFW;UhVf-P^pr4ba&0qqPKT;1}7iu*%)OGD%{TQF>7F9
zWz|$vJh=Gp(&=%N4nGX|{_bvUF1{8@&c-ZIDX_cptLuxSg%&b-|M_@%udWJR4Vsbx
zwL>&DHM{!zuTN6--tkutG{DDN`Brkmqct%*H=X$Q?CfmNWYIM6VB@K2MwM)!r0eif
zVRXEOf$~A8W2>1@Y|FhpWy+K#ZoN{VSxYWHzOdzfbGH;cbn4${UG^s6`nuTArCy?-
zk+}y48c&@&r`Ng)l$qa$uG_-BV-{#<#$xyWtPc+kf+pemWUZHh+OC|OoS^1^8?UsQ
z=PA5{Ds#g3`+~|9)41A{yKAG(OJ83*yEga9iHTX4m-WWgd~^+Gn2ED+xq1~;NgsIn
z@s(nPYoUeAs_^ym_~h;0WX;CbVVdSP6J%5Pr&q=btss~F`BU@s*|V&Bdn%*0WK5hi
zd9tb}(y+?2?!LZji(I>Nrh|qWD%KhaIvnefT)h2WmG`74C03xe#`U;r-$_$u&eZhe
z;^h1|LmxiG67ciWQ^-(v#Y!VV2e*E?wRW|?UOYJ1Jj=3pncrNirNZid9+N(O{;cY`
zZ{I$-&p&_u-1!T<Q>o!}xY{~KPHyht=jY~{CLCZmJKsLOva-_4!()O<=$eSYNimI2
za*)PdrgR!BJO_<ugI3DN?k?Ne7AMMg)G9hHZ5b0Yvv<L_$E=>l=Q6$j-3J9$UH_#^
zm!?dc_UziU*|Vd)u2%FLNjh+~$3A`b478Swi;wTxudlCde=S|UT-(NG56gNBx1j&p
z(JBlK3|^r{MVnq9b8R)tyR)LBqa$e53G0fl0&C{i|GT;P?e_b1m%qHc9J(>db!)~&
zr%6+0%vb@MNmW)pd^I0BLOf~Gq%~K;p=rI|j``C8X8so^CMxgx`D}LR_Pp4?KOXmk
zc42&(|NoCWXvd9K=qeRYDf7HJpqcs`HzInaOuaxM;prLp`r2C4iVqJi#e%Ae1Kky+
z3@@**pTEp^_A*evwVh8k2vp?>3NG}VtoHJp_4|^q+>lb|%L(QFj5jwnf(8p8J$^iO
z(xgMsA>b3MnLUDnf;!s+O!M!}Y3BpAfWl{n$3q8aoJI#{7%1OF*L$69!q?Z=v!9%p
zxa(n?G-y)%_4@sBwZFezT^GCC=GQwM4HnQ2#68hFFX=tV`uY3*|8?v4{qm~)_2pu(
z`MnkL^?w3EtMqPd$y{9e`r1m@Zm~(AiR+_Bj%X+-I0&ozg~Y|pQ}dm*WNq|zEnC~z
zr>834MuX~+i050~uO}bt35<%G72V+B<rTC#Y%OT$7c{vsX$fNbE9~yBQdQ5uz`$3R
zmV#D&ndaQs5VR81I{4rgXU(!Yc6XUvy1tZo-kNE;(V*RA>$X8>zeMd+H1+iS5)%_a
zIe%*vBLhRjrUTi`9))$kUaDVR5$HUr1kt8h91m^N?6v__nyaU-Wcc*&_j_$+W#_-Y
zzD`Dr#r$f6H)+DML0;JtIg?Yty6nw`6BCuME_7xGFA|x8ZA4dFnDNQ-`E{4(mfu_1
z(7*s%48Yg!JSk*jlB?&XPGNPMXO?w;c0ijx=d<58g@Q8at6N)FgEoQb@Bb6DHT!y*
zueMB8sD;SuoS8Fcg4QPf{Pfg&!xV9qvlh#Bf7XMBJb&1Fd3y(gLN+=tFHbY{vF#qK
zhB+36P9Hyh1kIv>x-Fm`JihCLm-jU_H*c-`Th(8A`SN8^Ik~t)s=X7h{Qtzw#=vmE
zRN2xp^5n^P^#S*G6fRa$Qu11<^!~wC=MA7mTT7Oxtc~98w>kZM7-)|0FOH5;*iKN#
zXy${h=?<Xr58a3j4xF5vr_P<b#x7s;z-({*f8%tWW4+SLZ*ET4HZu!b?A99;7dI~`
zC<xRI<(0G9A)*Byu$q3IZGvv}wi6EvGC(s`8xk6ie>ub;Bqg;fbamLviSBY2Z){8k
z4XGbJeq38sb!p4>dQj_7LvuZ^f_C^iox=OjCQbN8DUie@aaaLE#|^3v{%<Yct{4@@
zDSzPq_ZMp}zw5gib#cYQ=p@#QQoAEJxN=8M;|-j#F*P+nS8(cu!`mWUxN{9!`KRo4
zjQ9EIxF%8i;v#de?YEAe(*3nz<HU0}7GLgOwpn!FlP8}QKcAd)V*1CJ?c4Xu^H@Be
zBl+*g!?yo(iq~}~i3l(-ERbMjVPMd3V`OAt=n8aTU}zYe!pjzNpO_wBH`Dt49^>cp
z>+9NhrKc@hw(QJY>+ScqzTf*j?ws}eJzKVIOS`clap$X5t2dRsy>+OQkzv6`(-OwW
z-DSD&cD-J==li{CN%OpztgTV|Ux%%an`?aD##lRSjfcCt`@bK@?bAL!I%@g-PVwf_
z*VhiMWMo)S$h*$!z(13kA0KMITy(d5wPNw7Yti{nuLS$QEx&uW{QlftY4c}qx8Fb4
zA*eh_W%<0StaFyn=h%F^k-YQUt!(dOYzz%;S1(vAoIQIMq`9u-Zv6jW*SBon{$4}g
zv*_E+^z=73Hdg-mc>H_13j>423X>AXo3h#0)|^zIUo+|cpJ(Q~&-BXM+x`FZ++N#*
zm4Tu6<pO;LTU%StN!zw<i+y(M)~!!B)8{{3y?&pTEH?v#)FsDw2eZ68GgKsvQcma<
z>+0%SuVrLl_;%JY-ht2Z$pn>?&(6*+pLu&r=4HQZ28M>(%NP6)-jcm9xA)gKjces!
zzkGQjzW;~otl6{cpKSkAK8f|d^zNMB;tUMzi++B7p8oI8PwU>V-@b)SSym|Xg*D~J
zhliG*PAGqVHaq{F(e|91n|h?p^UUi`*Q?I7dT^70Va2)B>9NyJ>)rmzf9mvf{qyVV
z|Gw@LGHq-A#}PKkXP%8^x0voJ(AxYS&^Yza@B9DH_153J<xmO(!-WW`I(E>`k5g^D
z(q&V+Te-!b9p<<9nFLx;lbM@)Hh25oY3I(J`}3}R|LHF;FMs~|e17_~Gc$i)U0*kK
z_4<9g4t)U|vajLH982TXVQal6UCG*N^Yh8%%1<ZNC#!_VRi;KoM;jMCIiVA|NoD(;
zBJZ>_GbYae^F%!}KmYuhna1Uh|FJVLY}hTeuVGEh&Z6zt=2krFto(K}{d=(#1B1nm
zouFoj$YM~p=ctAP1A~Jh7Y74FKo1iW1H<4K-sN}w0s{jF_*?+0`r&r&%}uKHzb?-=
zN;=Z<=gV^YvoDv=pC=w)v+-2~1H**?kqK{?`Ocp9``vDRP#mP4oi+7fGkf}_C7zXk
zzg}P6$Hu_G>&)o6Dd*-Uornzzva+%-U%WW6^?Kaw>2Xz>i`{xpt=)bvs??_8?Xz%M
z28M4lnI<jSyxF*!o&Q|v_1NvnIVUD4?tC^Y`_uRR|7}-?uU}^%dtkeW00UnQm&c^-
z_v@^akN2HDU;pp(++)Z4<@YDcF)-XH=kk~|Z{EBuTerS7x_9l`wA|a<QqRsZ6<xx_
z&~R*VgUZbvg~@F^lABIfczd7jt7KqExX-)J%E8v+$pq(3m7kx*9y8CqwIz9<{r`BM
zxZCj;8TLJ{pZv%Fs$xU)p;Ia+_y7C4zN`4k{QUp^e;TXaYbyMFwj#9t_?oJ!s!1w`
z+xg#rf4*ziu5JHcPkbBC@cXuCC_4k6Qh3Zm<LB)qrKL}|@Bf>7)sWAF%VSdE<6}>!
zhR2-*1?OegFQ6&3l~=PsMcRIQ^TJ0*&dfH~U+muh?_jJD1B2A@W4+RsuU?(nDXbnQ
z`?MkS_O{&H+g3S;<lfwrYWereW#i&!XYLf8*7e+1Y5dDmeeM+HejB6pd!KcPGBEJ4
zSS$Q|R=7KOna{}{N#jo+kISc@nPFJ@X5;Zockj-<xj8*tmY;z^s!evn+if{FCt1JS
zq5S#T+0(zizApZBQvJDp{ZDT-pBVwACJYQ25|Etn9V4$SPhh;Vao@guAa{3*>-&|L
zmrqK$vLX<a1+T0OHqN-Ppi7wPz`R0E*#&-IzkLI(#jAYWYkuk0ty#(awq~B2ik_bO
z^W6Ub$sZpdf4)<EKJ~?gg`(=L4R@b&h&jyN_4nKD&!7UkkzMY@^7(bMo}Qkb{`1q*
zpHC+He|pf&|Lm;!{WEX3-;XQxVYs1O=D_gkN{66w(Mi?mPyYRW|Gxa+v)TE6>FMd$
z)<gzdNHV;!wN_v#&APj*)biht$MpsOT7>;hfL62^2r|5}W@TC6*DGnP#x1V*=ipCJ
zd9~wlpY{w6hHrD3m;#pP?ReN`^Z(E1nI@S*^XmWoEGaErx_Y(tdE4(XdOIF8?fGzs
zd*{bv(yRM88LE%S3N%=Kdv5>VQdU+Lw5_*HDnBppT#ux2(et_GVN-Y*zV$IN1w6mD
zE_SwfT!kX2c>8p=+Cj}{#suX)i$#x87&bhI)b9CC>??{v#jNppo5}0ety4Mq;^JcC
z%u7qQY~LO(&BO4m31rvS#KUbdH6M>g?kdS-<CU7SZQC{#Pk(>^U%!48J)4>SY~}KK
zrxM#`!wQ2KZq&|eVhvcn%zyqo(7vyo&*xQds{8w^q`Z9j?%md}udnxacXyAg{d(1B
zzTMteGZ;3wziD8&veKE~*5vXs-_vU%H~*Tu|K+mTM&<ABeEIfG%#V$s`aB<p!`!UA
zynh$X7n+-!i~F!J{PtsHToF83-T$1hzs<yb`}V~?+m?5C)^YiIo8V<WD-}So;l6?4
z)sat6PnZAtcUph{nO^gIGp0?O_U9pg{fQZd$&*yx@Bd#XSNr8+&dp7#{B}PQ&RIO}
z(R##mATH2>;gw5paB$YvTYky+|91Q<d-pr}@7oCs4tqbz2{c$4R)2f5N}1t6T{=6c
zadb?z1k_LhSr<`WUjFRN%*mqKVJUxqef{}wS?Sua)0h42V*{-iZWMEIILw`8Utb3*
z;nqfPf41Q;-|2<za=T8?dLJLf-ca=%<WVWxs**N7*;(h#o$Hac-uB9Z!9d{-$hX<o
z*PZ=(J$`)+sF)OJuqwTkxjgmis?gBm3=ND+L7@mLH9tQ)>z$sSel?IG;lK`Nrhwxh
z_hhfzsb>HC=6R!{CntEMOfr`Lj9NRb{9fhqMI{Uyp4+f;FYp6RQtf=XZ1$x~mnJ>#
zvtD<9c>?2s#$#X?Sr(<#{X89?c5#vGDRu_l!=N;A_4e)AD}$G7$upRUfYSEd(rb~G
z-|v>M?qg(N_5!)L-{zCYG@Zyv)$jM3zrMD1wG|%&4@bEJ!>f?&?CgF2e!b4QwMEnO
z(xpq6-Un}}s;*w$!Ol>9G<XBUt1C}VP7Ypubrr~{Q+(iR(;8fb_9ZZ0S-G?L`MYbo
zR<GNYWv|ZI(D)dXm9w&bJ@kF`{vPkk*RQn&*%{bcKyKVx^z>Bhv0uM_UAlU8YP)=$
z#p<xNr{-7|Yk5FY)d9v=P274XUR+%K`GPZls4Oc(*=+9@4D2huefy>pv0=e035E^s
zA_5J}SJ>riCY+sZ9xltw@T~)!&0k(x`nNCt#s)?2>3V0^L~bs+=qfJi$I9^g7|7<U
zSFT)nKl{S=+}qO}o7qxNP0_4;(8z9-b7KS7CB_5yKq>6XBvtP+$<<f0EdP8sY@Bsv
z1&^%NmZlJf4f&9)2@0tbt>SSz++SyJjha{Y>*e1mYz%DkK*nFXa%IZ2Y13qCzg)aI
zxBq$6+G(QNVIm%E49ti5I2>dp4U=3z?N{YK3#IAtb(MAhf8T%pVsZaED=`KhiT8|*
zE0pEyek6j1^yd_v(%kua-R`0@hQ~oO5i@P8%RrlLRy}4sVE5ZT*L{Y@r?5v`Ks_H%
LS3j3^P6<r_0K0@F
literal 0
HcmV?d00001
--
GitLab