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

ZeroR predicts class value: normal

Time taken to build model: 0.01 seconds

Time taken to test model on training data: 2.34 seconds

=== Error on training data ===

Correctly Classified Instances         146               50.519  %
Incorrectly Classified Instances       143               49.481  %
Kappa statistic                          0     
Mean absolute error                      0.4999
Root mean squared error                  0.5   
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances              289     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 1,000    1,000    0,505      1,000    0,671      ?        0,500     0,505     normal
                 0,000    0,000    ?          0,000    ?          ?        0,500     0,495     breast_adenocarcinoma
Weighted Avg.    0,505    0,505    ?          0,505    ?          ?        0,500     0,500     


=== Confusion Matrix ===

   a   b   <-- classified as
 146   0 |   a = normal
 143   0 |   b = breast_adenocarcinoma

Time taken to perform cross-validation: 2.43 seconds


=== Stratified cross-validation ===

Correctly Classified Instances         146               50.519  %
Incorrectly Classified Instances       143               49.481  %
Kappa statistic                          0     
Mean absolute error                      0.5   
Root mean squared error                  0.5   
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances              289     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 1,000    1,000    0,505      1,000    0,671      ?        0,495     0,503     normal
                 0,000    0,000    ?          0,000    ?          ?        0,495     0,492     breast_adenocarcinoma
Weighted Avg.    0,505    0,505    ?          0,505    ?          ?        0,495     0,497     


=== Confusion Matrix ===

   a   b   <-- classified as
 146   0 |   a = normal
 143   0 |   b = breast_adenocarcinoma