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

ZeroR predicts class value: adenocarcinoma

Time taken to build model: 0.02 seconds

Time taken to test model on training data: 0.3 seconds

=== Error on training data ===

Correctly Classified Instances          10               50      %
Incorrectly Classified Instances        10               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               20     


=== 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
 10  0 |  a = adenocarcinoma
 10  0 |  b = normal

Time taken to perform cross-validation: 0.36 seconds


=== Stratified cross-validation ===

Correctly Classified Instances           9               45      %
Incorrectly Classified Instances        11               55      %
Kappa statistic                         -0.1   
Mean absolute error                      0.5033
Root mean squared error                  0.5041
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               20     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,600    0,700    0,462      0,600    0,522      -0,105   0,435     0,467     adenocarcinoma
                 0,300    0,400    0,429      0,300    0,353      -0,105   0,435     0,467     normal
Weighted Avg.    0,450    0,550    0,445      0,450    0,437      -0,105   0,435     0,467     


=== Confusion Matrix ===

 a b   <-- classified as
 6 4 | a = adenocarcinoma
 7 3 | b = normal