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

ZeroR predicts class value: tumoral_non_BLC

Time taken to build model: 0.02 seconds

Time taken to test model on training data: 0.61 seconds

=== Error on training data ===

Correctly Classified Instances          21               46.6667 %
Incorrectly Classified Instances        24               53.3333 %
Kappa statistic                          0     
Mean absolute error                      0.4123
Root mean squared error                  0.453 
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               45     


=== 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     0,378     tumoral_basal
                 1,000    1,000    0,467      1,000    0,636      ?        0,500     0,467     tumoral_non_BLC
                 0,000    0,000    ?          0,000    ?          ?        0,500     0,156     normal_breast
Weighted Avg.    0,467    0,467    ?          0,467    ?          ?        0,500     0,385     


=== Confusion Matrix ===

  a  b  c   <-- classified as
  0 17  0 |  a = tumoral_basal
  0 21  0 |  b = tumoral_non_BLC
  0  7  0 |  c = normal_breast

Time taken to perform cross-validation: 0.72 seconds


=== Stratified cross-validation ===

Correctly Classified Instances          21               46.6667 %
Incorrectly Classified Instances        24               53.3333 %
Kappa statistic                          0     
Mean absolute error                      0.4139
Root mean squared error                  0.4538
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               45     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,000    0,000    ?          0,000    ?          ?        0,468     0,365     tumoral_basal
                 1,000    1,000    0,467      1,000    0,636      ?        0,500     0,467     tumoral_non_BLC
                 0,000    0,000    ?          0,000    ?          ?        0,444     0,143     normal_breast
Weighted Avg.    0,467    0,467    ?          0,467    ?          ?        0,479     0,378     


=== Confusion Matrix ===

  a  b  c   <-- classified as
  0 17  0 |  a = tumoral_basal
  0 21  0 |  b = tumoral_non_BLC
  0  7  0 |  c = normal_breast