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

ZeroR predicts class value: advanced_serous_ovarian_cancer

Time taken to build model: 0.01 seconds

Time taken to test model on training data: 0.26 seconds

=== Error on training data ===

Correctly Classified Instances          35               66.0377 %
Incorrectly Classified Instances        18               33.9623 %
Kappa statistic                          0     
Mean absolute error                      0.3428
Root mean squared error                  0.4107
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               53     


=== 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     0,189     peritoneum_normal
                 1,000    1,000    0,660      1,000    0,795      ?        0,500     0,660     advanced_serous_ovarian_cancer
                 0,000    0,000    ?          0,000    ?          ?        0,500     0,151     early_serous_ovarian_cancer
Weighted Avg.    0,660    0,660    ?          0,660    ?          ?        0,500     0,494     


=== Confusion Matrix ===

  a  b  c   <-- classified as
  0 10  0 |  a = peritoneum_normal
  0 35  0 |  b = advanced_serous_ovarian_cancer
  0  8  0 |  c = early_serous_ovarian_cancer

Time taken to perform cross-validation: 0.28 seconds


=== Stratified cross-validation ===

Correctly Classified Instances          35               66.0377 %
Incorrectly Classified Instances        18               33.9623 %
Kappa statistic                          0     
Mean absolute error                      0.346 
Root mean squared error                  0.4121
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               53     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,000    0,000    ?          0,000    ?          ?        0,459     0,177     peritoneum_normal
                 1,000    1,000    0,660      1,000    0,795      ?        0,453     0,638     advanced_serous_ovarian_cancer
                 0,000    0,000    ?          0,000    ?          ?        0,458     0,143     early_serous_ovarian_cancer
Weighted Avg.    0,660    0,660    ?          0,660    ?          ?        0,455     0,476     


=== Confusion Matrix ===

  a  b  c   <-- classified as
  0 10  0 |  a = peritoneum_normal
  0 35  0 |  b = advanced_serous_ovarian_cancer
  0  8  0 |  c = early_serous_ovarian_cancer