Options: -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A "weka.core.EuclideanDistance -R first-last"" 

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

IB1 instance-based classifier
using 1 nearest neighbour(s) for classification


Time taken to build model: 0.57 seconds

Time taken to test model on training data: 0.74 seconds

=== Error on training data ===

Correctly Classified Instances          42              100      %
Incorrectly Classified Instances         0                0      %
Kappa statistic                          1     
Mean absolute error                      0.0227
Root mean squared error                  0.0227
Relative absolute error                  5.2764 %
Root relative squared error              4.9153 %
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: 0.77 seconds


=== Stratified cross-validation ===

Correctly Classified Instances          42              100      %
Incorrectly Classified Instances         0                0      %
Kappa statistic                          1     
Mean absolute error                      0.0333
Root mean squared error                  0.0333
Relative absolute error                  7.6923 %
Root relative squared error              7.1858 %
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