Time taken to test model on training data: 0.36 seconds === Error on training data === Correctly Classified Instances 115 100 % 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 115 === 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 59 0 | a = primary_prostate_tumor 0 56 | b = normal Time taken to perform cross-validation: 1.04 seconds === Stratified cross-validation === Correctly Classified Instances 74 64.3478 % Incorrectly Classified Instances 41 35.6522 % Kappa statistic 0.2868 Mean absolute error 0.3565 Root mean squared error 0.5971 Relative absolute error 71.336 % Root relative squared error 119.4269 % Total Number of Instances 115 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,644 0,357 0,655 0,644 0,650 0,287 0,643 0,605 primary_prostate_tumor 0,643 0,356 0,632 0,643 0,637 0,287 0,643 0,580 normal Weighted Avg. 0,643 0,357 0,644 0,643 0,644 0,287 0,643 0,593 === Confusion Matrix === a b <-- classified as 38 21 | a = primary_prostate_tumor 20 36 | b = normal