Time taken to test model on training data: 0.55 seconds

=== Error on training data ===

Correctly Classified Instances          40              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               40     


=== 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     nasopharyngeal_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
  9  0 |  a = normal
  0 31 |  b = nasopharyngeal_carcinoma

Time taken to perform cross-validation: 1.15 seconds


=== Stratified cross-validation ===

Correctly Classified Instances          39               97.5    %
Incorrectly Classified Instances         1                2.5    %
Kappa statistic                          0.931 
Mean absolute error                      0.025 
Root mean squared error                  0.1581
Relative absolute error                  6.9544 %
Root relative squared error             37.8145 %
Total Number of Instances               40     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 1,000    0,032    0,900      1,000    0,947      0,933    0,984     0,900     normal
                 0,968    0,000    1,000      0,968    0,984      0,933    0,984     0,993     nasopharyngeal_carcinoma
Weighted Avg.    0,975    0,007    0,978      0,975    0,975      0,933    0,984     0,972     


=== Confusion Matrix ===

  a  b   <-- classified as
  9  0 |  a = normal
  1 30 |  b = nasopharyngeal_carcinoma