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

ZeroR predicts class value: Clear_Cell_Renal_Cell_Carcinoma

Time taken to build model: 0.02 seconds

Time taken to test model on training data: 0.37 seconds

=== Error on training data ===

Correctly Classified Instances          14               50      %
Incorrectly Classified Instances        14               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               28     


=== 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     Clear_Cell_Renal_Cell_Carcinoma
                 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
 14  0 |  a = Clear_Cell_Renal_Cell_Carcinoma
 14  0 |  b = normal

Time taken to perform cross-validation: 0.47 seconds


=== Stratified cross-validation ===

Correctly Classified Instances          13               46.4286 %
Incorrectly Classified Instances        15               53.5714 %
Kappa statistic                         -0.0714
Mean absolute error                      0.5017
Root mean squared error                  0.5021
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               28     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,643    0,714    0,474      0,643    0,545      -0,076   0,452     0,475     Clear_Cell_Renal_Cell_Carcinoma
                 0,286    0,357    0,444      0,286    0,348      -0,076   0,452     0,475     normal
Weighted Avg.    0,464    0,536    0,459      0,464    0,447      -0,076   0,452     0,475     


=== Confusion Matrix ===

  a  b   <-- classified as
  9  5 |  a = Clear_Cell_Renal_Cell_Carcinoma
 10  4 |  b = normal