=== 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: 0.3 seconds

=== Error on training data ===

Correctly Classified Instances          27               52.9412 %
Incorrectly Classified Instances        24               47.0588 %
Kappa statistic                          0     
Mean absolute error                      0.4983
Root mean squared error                  0.4991
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               51     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 1,000    1,000    0,529      1,000    0,692      ?        0,500     0,529     normal
                 0,000    0,000    ?          0,000    ?          ?        0,500     0,471     adenocarcinoma
Weighted Avg.    0,529    0,529    ?          0,529    ?          ?        0,500     0,502     


=== Confusion Matrix ===

  a  b   <-- classified as
 27  0 |  a = normal
 24  0 |  b = adenocarcinoma

Time taken to perform cross-validation: 0.31 seconds


=== Stratified cross-validation ===

Correctly Classified Instances          27               52.9412 %
Incorrectly Classified Instances        24               47.0588 %
Kappa statistic                          0     
Mean absolute error                      0.4984
Root mean squared error                  0.4991
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               51     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 1,000    1,000    0,529      1,000    0,692      ?        0,500     0,529     normal
                 0,000    0,000    ?          0,000    ?          ?        0,500     0,471     adenocarcinoma
Weighted Avg.    0,529    0,529    ?          0,529    ?          ?        0,500     0,502     


=== Confusion Matrix ===

  a  b   <-- classified as
 27  0 |  a = normal
 24  0 |  b = adenocarcinoma