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

ZeroR predicts class value: larynx_squamous_cell_carcinoma

Time taken to build model: 0.01 seconds

Time taken to test model on training data: 0.32 seconds

=== Error on training data ===

Correctly Classified Instances          29               69.0476 %
Incorrectly Classified Instances        13               30.9524 %
Kappa statistic                          0     
Mean absolute error                      0.4307
Root mean squared error                  0.4624
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               42     


=== 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     0,310     normal
                 1,000    1,000    0,690      1,000    0,817      ?        0,500     0,690     larynx_squamous_cell_carcinoma
Weighted Avg.    0,690    0,690    ?          0,690    ?          ?        0,500     0,573     


=== Confusion Matrix ===

  a  b   <-- classified as
  0 13 |  a = normal
  0 29 |  b = larynx_squamous_cell_carcinoma

Time taken to perform cross-validation: 0.39 seconds


=== Stratified cross-validation ===

Correctly Classified Instances          29               69.0476 %
Incorrectly Classified Instances        13               30.9524 %
Kappa statistic                          0     
Mean absolute error                      0.4333
Root mean squared error                  0.4639
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               42     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,000    0,000    ?          0,000    ?          ?        0,463     0,295     normal
                 1,000    1,000    0,690      1,000    0,817      ?        0,463     0,676     larynx_squamous_cell_carcinoma
Weighted Avg.    0,690    0,690    ?          0,690    ?          ?        0,463     0,558     


=== Confusion Matrix ===

  a  b   <-- classified as
  0 13 |  a = normal
  0 29 |  b = larynx_squamous_cell_carcinoma