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: 0.6 seconds

Time taken to test model on training data: 0.87 seconds

=== Error on training data ===

Correctly Classified Instances          43              100      %
Incorrectly Classified Instances         0                0      %
Kappa statistic                          1     
Mean absolute error                      0.0222
Root mean squared error                  0.0222
Relative absolute error                  5.2248 %
Root relative squared error              4.8378 %
Total Number of Instances               43     


=== 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     triple_negative_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
 30  0 |  a = triple_negative_breast_cancer
  0 13 |  b = normal

Time taken to perform cross-validation: 1.02 seconds


=== Stratified cross-validation ===

Correctly Classified Instances          38               88.3721 %
Incorrectly Classified Instances         5               11.6279 %
Kappa statistic                          0.7413
Mean absolute error                      0.1413
Root mean squared error                  0.3312
Relative absolute error                 33.0641 %
Root relative squared error             71.9856 %
Total Number of Instances               43     


=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,867    0,077    0,963      0,867    0,912      0,750    0,906     0,932     triple_negative_breast_cancer
                 0,923    0,133    0,750      0,923    0,828      0,750    0,906     0,783     normal
Weighted Avg.    0,884    0,094    0,899      0,884    0,887      0,750    0,906     0,887     


=== Confusion Matrix ===

  a  b   <-- classified as
 26  4 |  a = triple_negative_breast_cancer
  1 12 |  b = normal