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

ZeroR predicts class value: HCC

Time taken to build model: 0.02 seconds

Time taken to test model on training data: 1.18 seconds

=== Error on training data ===

Correctly Classified Instances          81               89.011  %
Incorrectly Classified Instances        10               10.989  %
Kappa statistic                          0     
Mean absolute error                      0.2022
Root mean squared error                  0.3129
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               91     


=== 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     0,110     normal
                 1,000    1,000    0,890      1,000    0,942      ?        0,500     0,890     HCC
Weighted Avg.    0,890    0,890    ?          0,890    ?          ?        0,500     0,804     


=== Confusion Matrix ===

  a  b   <-- classified as
  0 10 |  a = normal
  0 81 |  b = HCC

Time taken to perform cross-validation: 1.31 seconds


=== Stratified cross-validation ===

Correctly Classified Instances          81               89.011  %
Incorrectly Classified Instances        10               10.989  %
Kappa statistic                          0     
Mean absolute error                      0.2054
Root mean squared error                  0.3134
Relative absolute error                100      %
Root relative squared error            100      %
Total Number of Instances               91     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,000    0,000    ?          0,000    ?          ?        0,467     0,104     normal
                 1,000    1,000    0,890      1,000    0,942      ?        0,467     0,884     HCC
Weighted Avg.    0,890    0,890    ?          0,890    ?          ?        0,467     0,798     


=== Confusion Matrix ===

  a  b   <-- classified as
  0 10 |  a = normal
  0 81 |  b = HCC