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 64 0 | a = primary_prostate_tumor 0 60 | b = normal Time taken to perform cross-validation: 1.14 seconds === Stratified cross-validation === Correctly Classified Instances 84 67.7419 % Incorrectly Classified Instances 40 32.2581 % Kappa statistic 0.3562 Mean absolute error 0.3226 Root mean squared error 0.568 Relative absolute error 64.5777 % Root relative squared error 113.643 % Total Number of Instances 124 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,641 0,283 0,707 0,641 0,672 0,358 0,679 0,638 primary_prostate_tumor 0,717 0,359 0,652 0,717 0,683 0,358 0,679 0,604 normal Weighted Avg. 0,677 0,320 0,680 0,677 0,677 0,358 0,679 0,622 === Confusion Matrix === a b <-- classified as 41 23 | a = primary_prostate_tumor 17 43 | b = normal