=== Classifier model (full training set) ===

ZeroR predicts class value: cc_epithelial_OvaCa_multiple_cultures

Time taken to build model: 0.02 seconds

Time taken to test model on training data: 0.2 seconds

=== Error on training data ===

Correctly Classified Instances           9               60      %
Incorrectly Classified Instances         6               40      %
Kappa statistic                          0     
Mean absolute error                      0.4824
Root mean squared error                  0.49  
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               15     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,000    0,000    ?          0,000    ?          ?        0,500     0,400     normal_ovarian_surface_epithelium
                 1,000    1,000    0,600      1,000    0,750      ?        0,500     0,600     cc_epithelial_OvaCa_multiple_cultures
Weighted Avg.    0,600    0,600    ?          0,600    ?          ?        0,500     0,520     


=== Confusion Matrix ===

 a b   <-- classified as
 0 6 | a = normal_ovarian_surface_epithelium
 0 9 | b = cc_epithelial_OvaCa_multiple_cultures

Time taken to perform cross-validation: 0.25 seconds


=== Stratified cross-validation ===

Correctly Classified Instances           9               60      %
Incorrectly Classified Instances         6               40      %
Kappa statistic                          0     
Mean absolute error                      0.4833
Root mean squared error                  0.4902
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               15     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,000    0,000    ?          0,000    ?          ?        0,500     0,400     normal_ovarian_surface_epithelium
                 1,000    1,000    0,600      1,000    0,750      ?        0,500     0,600     cc_epithelial_OvaCa_multiple_cultures
Weighted Avg.    0,600    0,600    ?          0,600    ?          ?        0,500     0,520     


=== Confusion Matrix ===

 a b   <-- classified as
 0 6 | a = normal_ovarian_surface_epithelium
 0 9 | b = cc_epithelial_OvaCa_multiple_cultures