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: 1.48 seconds

Time taken to test model on training data: 4.44 seconds

=== Error on training data ===

Correctly Classified Instances         139              100      %
Incorrectly Classified Instances         0                0      %
Kappa statistic                          1     
Mean absolute error                      0.0071
Root mean squared error                  0.0071
Relative absolute error                  5.1122 %
Root relative squared error              2.744  %
Total Number of Instances              139     


=== 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     primary_breast_cancer
                 1,000    0,000    1,000      1,000    1,000      1,000    1,000     1,000     normal
Weighted Avg.    1,000    0,000    1,000      1,000    1,000      1,000    1,000     1,000     


=== Confusion Matrix ===

   a   b   <-- classified as
 129   0 |   a = primary_breast_cancer
   0  10 |   b = normal

Time taken to perform cross-validation: 5.33 seconds


=== Stratified cross-validation ===

Correctly Classified Instances         137               98.5612 %
Incorrectly Classified Instances         2                1.4388 %
Kappa statistic                          0.9013
Mean absolute error                      0.0246
Root mean squared error                  0.1191
Relative absolute error                 17.4423 %
Root relative squared error             46.0426 %
Total Number of Instances              139     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,984    0,000    1,000      0,984    0,992      0,906    0,997     1,000     primary_breast_cancer
                 1,000    0,016    0,833      1,000    0,909      0,906    0,997     0,933     normal
Weighted Avg.    0,986    0,001    0,988      0,986    0,986      0,906    0,997     0,995     


=== Confusion Matrix ===

   a   b   <-- classified as
 127   2 |   a = primary_breast_cancer
   0  10 |   b = normal