Time taken to test model on training data: 2.65 seconds === Error on training data === Correctly Classified Instances 289 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0 Root mean squared error 0 Relative absolute error 0 % Root relative squared error 0 % Total Number of Instances 289 === 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 breast_adenocarcinoma Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 146 0 | a = normal 0 143 | b = breast_adenocarcinoma Time taken to perform cross-validation: 5.76 seconds === Stratified cross-validation === Correctly Classified Instances 268 92.7336 % Incorrectly Classified Instances 21 7.2664 % Kappa statistic 0.8546 Mean absolute error 0.0727 Root mean squared error 0.2696 Relative absolute error 14.5339 % Root relative squared error 53.9132 % Total Number of Instances 289 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,959 0,105 0,903 0,959 0,930 0,856 0,927 0,887 normal 0,895 0,041 0,955 0,895 0,924 0,856 0,927 0,907 breast_adenocarcinoma Weighted Avg. 0,927 0,073 0,929 0,927 0,927 0,856 0,927 0,897 === Confusion Matrix === a b <-- classified as 140 6 | a = normal 15 128 | b = breast_adenocarcinoma