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

ZeroR predicts class value: tumoral

Time taken to build model: 0.02 seconds

Time taken to test model on training data: 1.44 seconds

=== Error on training data ===

Correctly Classified Instances         101               87.069  %
Incorrectly Classified Instances        15               12.931  %
Kappa statistic                          0     
Mean absolute error                      0.2298
Root mean squared error                  0.3356
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances              116     


=== 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     0,129     normal
                 1,000    1,000    0,871      1,000    0,931      ?        0,500     0,871     tumoral
Weighted Avg.    0,871    0,871    ?          0,871    ?          ?        0,500     0,775     


=== Confusion Matrix ===

   a   b   <-- classified as
   0  15 |   a = normal
   0 101 |   b = tumoral

Time taken to perform cross-validation: 1.56 seconds


=== Stratified cross-validation ===

Correctly Classified Instances         101               87.069  %
Incorrectly Classified Instances        15               12.931  %
Kappa statistic                          0     
Mean absolute error                      0.2321
Root mean squared error                  0.3357
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances              116     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,000    0,000    ?          0,000    ?          ?        0,497     0,129     normal
                 1,000    1,000    0,871      1,000    0,931      ?        0,497     0,870     tumoral
Weighted Avg.    0,871    0,871    ?          0,871    ?          ?        0,497     0,774     


=== Confusion Matrix ===

   a   b   <-- classified as
   0  15 |   a = normal
   0 101 |   b = tumoral