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

ZeroR predicts class value: normal

Time taken to build model: 0.02 seconds

Time taken to test model on training data: 0.27 seconds

=== Error on training data ===

Correctly Classified Instances          18               51.4286 %
Incorrectly Classified Instances        17               48.5714 %
Kappa statistic                          0     
Mean absolute error                      0.4996
Root mean squared error                  0.4998
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               35     


=== 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     0,486     primary_nasopharyngeal_carcinoma
                 1,000    1,000    0,514      1,000    0,679      ?        0,500     0,514     normal
Weighted Avg.    0,514    0,514    ?          0,514    ?          ?        0,500     0,500     


=== Confusion Matrix ===

  a  b   <-- classified as
  0 17 |  a = primary_nasopharyngeal_carcinoma
  0 18 |  b = normal

Time taken to perform cross-validation: 0.32 seconds


=== Stratified cross-validation ===

Correctly Classified Instances          17               48.5714 %
Incorrectly Classified Instances        18               51.4286 %
Kappa statistic                         -0.0396
Mean absolute error                      0.5   
Root mean squared error                  0.5003
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               35     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,294    0,333    0,455      0,294    0,357      -0,042   0,480     0,477     primary_nasopharyngeal_carcinoma
                 0,667    0,706    0,500      0,667    0,571      -0,042   0,480     0,505     normal
Weighted Avg.    0,486    0,525    0,478      0,486    0,467      -0,042   0,480     0,491     


=== Confusion Matrix ===

  a  b   <-- classified as
  5 12 |  a = primary_nasopharyngeal_carcinoma
  6 12 |  b = normal