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

ZeroR predicts class value: adenocarcinoma

Time taken to build model: 0.01 seconds

Time taken to test model on training data: 0.31 seconds

=== Error on training data ===

Correctly Classified Instances          26               50      %
Incorrectly Classified Instances        26               50      %
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               52     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 1,000    1,000    0,500      1,000    0,667      ?        0,500     0,500     adenocarcinoma
                 0,000    0,000    ?          0,000    ?          ?        0,500     0,500     normal
Weighted Avg.    0,500    0,500    ?          0,500    ?          ?        0,500     0,500     


=== Confusion Matrix ===

  a  b   <-- classified as
 26  0 |  a = adenocarcinoma
 26  0 |  b = normal

Time taken to perform cross-validation: 0.36 seconds


=== Stratified cross-validation ===

Correctly Classified Instances          25               48.0769 %
Incorrectly Classified Instances        27               51.9231 %
Kappa statistic                         -0.0385
Mean absolute error                      0.5005
Root mean squared error                  0.5006
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               52     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,654    0,692    0,486      0,654    0,557      -0,041   0,474     0,486     adenocarcinoma
                 0,308    0,346    0,471      0,308    0,372      -0,041   0,474     0,486     normal
Weighted Avg.    0,481    0,519    0,478      0,481    0,465      -0,041   0,474     0,486     


=== Confusion Matrix ===

  a  b   <-- classified as
 17  9 |  a = adenocarcinoma
 18  8 |  b = normal