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: 0.44 seconds

Time taken to test model on training data: 0.35 seconds

=== Error on training data ===

Correctly Classified Instances          15              100      %
Incorrectly Classified Instances         0                0      %
Kappa statistic                          1     
Mean absolute error                      0.0588
Root mean squared error                  0.0588
Relative absolute error                 12.1951 %
Root relative squared error             12.0038 %
Total Number of Instances               15     


=== 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_ovarian_surface_epithelium
                 1,000    0,000    1,000      1,000    1,000      1,000    1,000     1,000     cc_epithelial_OvaCa_multiple_cultures
Weighted Avg.    1,000    0,000    1,000      1,000    1,000      1,000    1,000     1,000     


=== Confusion Matrix ===

 a b   <-- classified as
 6 0 | a = normal_ovarian_surface_epithelium
 0 9 | b = cc_epithelial_OvaCa_multiple_cultures

Time taken to perform cross-validation: 0.36 seconds


=== Stratified cross-validation ===

Correctly Classified Instances          15              100      %
Incorrectly Classified Instances         0                0      %
Kappa statistic                          1     
Mean absolute error                      0.0833
Root mean squared error                  0.0833
Relative absolute error                 17.2414 %
Root relative squared error             17.0005 %
Total Number of Instances               15     


=== 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_ovarian_surface_epithelium
                 1,000    0,000    1,000      1,000    1,000      1,000    1,000     1,000     cc_epithelial_OvaCa_multiple_cultures
Weighted Avg.    1,000    0,000    1,000      1,000    1,000      1,000    1,000     1,000     


=== Confusion Matrix ===

 a b   <-- classified as
 6 0 | a = normal_ovarian_surface_epithelium
 0 9 | b = cc_epithelial_OvaCa_multiple_cultures