Time taken to test model on training data: 0.35 seconds

=== Error on training data ===

Correctly Classified Instances          42              100      %
Incorrectly Classified Instances         0                0      %
Kappa statistic                          1     
Mean absolute error                      0     
Root mean squared error                  0     
Relative absolute error                  0      %
Root relative squared error              0      %
Total Number of Instances               42     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 1,000    0,000    1,000      1,000    1,000      1,000    1,000     1,000     normal
                 1,000    0,000    1,000      1,000    1,000      1,000    1,000     1,000     larynx_squamous_cell_carcinoma
Weighted Avg.    1,000    0,000    1,000      1,000    1,000      1,000    1,000     1,000     


=== Confusion Matrix ===

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

Time taken to perform cross-validation: 0.8 seconds


=== Stratified cross-validation ===

Correctly Classified Instances          41               97.619  %
Incorrectly Classified Instances         1                2.381  %
Kappa statistic                          0.9431
Mean absolute error                      0.0238
Root mean squared error                  0.1543
Relative absolute error                  5.4945 %
Root relative squared error             33.2636 %
Total Number of Instances               42     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,923    0,000    1,000      0,923    0,960      0,945    0,962     0,947     normal
                 1,000    0,077    0,967      1,000    0,983      0,945    0,962     0,967     larynx_squamous_cell_carcinoma
Weighted Avg.    0,976    0,053    0,977      0,976    0,976      0,945    0,962     0,961     


=== Confusion Matrix ===

  a  b   <-- classified as
 12  1 |  a = normal
  0 29 |  b = larynx_squamous_cell_carcinoma