Added early dataset extraction and optimized hdf5 dataset need to updates...

Added early dataset extraction and optimized hdf5 dataset need to updates other dataset extraction method

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-Clinic-Stats-1.csv

+;Statistic;Values
+0;Accuracy score on test;0.657142857143
+1;Top 10 classes by F1-Score;['Non', 'Oui']
+2;Worst 10 classes by F1-Score;['Oui', 'Non']
+3;Ratio of classes with F1-Score==0 of all classes;0.0
+4;Mean of F1-Score of top 10 classes by F1-Score;0.4642857142857142
+5;Mean of F1-Score of top 20 classes by F1-Score;0.4642857142857142
+6;Mean of F1-Score of top 30 classes by F1-Score;0.4642857142857142

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-Clinic-Stats-2.csv

+;Statistic;Values
+0;Accuracy score on test;0.628571428571
+1;Top 10 classes by F1-Score;['Non', 'Oui']
+2;Worst 10 classes by F1-Score;['Oui', 'Non']
+3;Ratio of classes with F1-Score==0 of all classes;0.5
+4;Mean of F1-Score of top 10 classes by F1-Score;0.38596491228070173
+5;Mean of F1-Score of top 20 classes by F1-Score;0.38596491228070173
+6;Mean of F1-Score of top 30 classes by F1-Score;0.38596491228070173

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-Clinic-Stats-3.csv

+;Statistic;Values
+0;Accuracy score on test;0.685714285714
+1;Top 10 classes by F1-Score;['Non', 'Oui']
+2;Worst 10 classes by F1-Score;['Oui', 'Non']
+3;Ratio of classes with F1-Score==0 of all classes;0.5
+4;Mean of F1-Score of top 10 classes by F1-Score;0.4067796610169492
+5;Mean of F1-Score of top 20 classes by F1-Score;0.4067796610169492
+6;Mean of F1-Score of top 30 classes by F1-Score;0.4067796610169492

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-Clinic-Stats-4.csv

+;Statistic;Values
+0;Accuracy score on test;0.657142857143
+1;Top 10 classes by F1-Score;['Non', 'Oui']
+2;Worst 10 classes by F1-Score;['Oui', 'Non']
+3;Ratio of classes with F1-Score==0 of all classes;0.0
+4;Mean of F1-Score of top 10 classes by F1-Score;0.6022727272727273
+5;Mean of F1-Score of top 20 classes by F1-Score;0.6022727272727273
+6;Mean of F1-Score of top 30 classes by F1-Score;0.6022727272727273

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-Clinic-Stats.csv

+;Statistic;Values
+0;Accuracy score on test;0.571428571429
+1;Top 10 classes by F1-Score;['Non', 'Oui']
+2;Worst 10 classes by F1-Score;['Oui', 'Non']
+3;Ratio of classes with F1-Score==0 of all classes;0.0
+4;Mean of F1-Score of top 10 classes by F1-Score;0.4897959183673469
+5;Mean of F1-Score of top 20 classes by F1-Score;0.4897959183673469
+6;Mean of F1-Score of top 30 classes by F1-Score;0.4897959183673469

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-Methyl-ConfMatrix-1.csv

+;Non;Oui;All
+Non;0.483333333333;0.1;0.428571428571
+Oui;0.0833333333333;0.0;0.0714285714286
+All;0.566666666667;0.1;0.5

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-Methyl-ConfMatrix-2.csv

+;Non;Oui;All
+Non;0.5;0.0;0.371428571429
+Oui;0.0576923076923;0.333333333333;0.128571428571
+All;0.557692307692;0.333333333333;0.5

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-Methyl-ConfMatrix-3.csv

+;Non;Oui;All
+Non;0.5;;0.385714285714
+Oui;0.148148148148;;0.114285714286
+All;0.648148148148;;0.5

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-Methyl-ConfMatrix-4.csv

+;Non;Oui;All
+Non;0.5;0.0;0.285714285714
+Oui;0.2;0.233333333333;0.214285714286
+All;0.7;0.233333333333;0.5

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-Methyl-ConfMatrix.csv

+;Non;Oui;All
+Non;0.5;;0.314285714286
+Oui;0.295454545455;;0.185714285714
+All;0.795454545455;;0.5

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-Methyl-Report-1.csv

+;Precision;Recall;F1;Support
+Non;0.852941176471;0.966666666667;0.90625;30.0
+Oui;0.0;0.0;0.0;5.0

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-Methyl-Report-2.csv

+;Precision;Recall;F1;Support
+Non;0.896551724138;1.0;0.945454545455;26.0
+Oui;1.0;0.666666666667;0.8;9.0

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-Methyl-Report-3.csv

+;Precision;Recall;F1;Support
+Non;0.771428571429;1.0;0.870967741935;27.0
+Oui;0.0;0.0;0.0;8.0