Time taken to test model on training data: 0.38 seconds === Error on training data === Correctly Classified Instances 124 100 % 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 124 === 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_prostate_tumor 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 62 0 | a = primary_prostate_tumor 0 62 | b = normal Time taken to perform cross-validation: 1.15 seconds === Stratified cross-validation === Correctly Classified Instances 83 66.9355 % Incorrectly Classified Instances 41 33.0645 % Kappa statistic 0.3387 Mean absolute error 0.3306 Root mean squared error 0.575 Relative absolute error 66.1165 % Root relative squared error 114.9764 % Total Number of Instances 124 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,694 0,355 0,662 0,694 0,677 0,339 0,669 0,612 primary_prostate_tumor 0,645 0,306 0,678 0,645 0,661 0,339 0,669 0,615 normal Weighted Avg. 0,669 0,331 0,670 0,669 0,669 0,339 0,669 0,613 === Confusion Matrix === a b <-- classified as 43 19 | a = primary_prostate_tumor 22 40 | b = normal