Time taken to test model on training data: 0.95 seconds === Error on training data === Correctly Classified Instances 101 100 % 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 101 === 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 DCIS 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 IBC Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 45 0 | a = DCIS 0 56 | b = IBC Time taken to perform cross-validation: 1.95 seconds === Stratified cross-validation === Correctly Classified Instances 86 85.1485 % Incorrectly Classified Instances 15 14.8515 % Kappa statistic 0.6987 Mean absolute error 0.1485 Root mean squared error 0.3854 Relative absolute error 30.0464 % Root relative squared error 77.5287 % Total Number of Instances 101 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,822 0,125 0,841 0,822 0,831 0,699 0,849 0,771 DCIS 0,875 0,178 0,860 0,875 0,867 0,699 0,849 0,821 IBC Weighted Avg. 0,851 0,154 0,851 0,851 0,851 0,699 0,849 0,799 === Confusion Matrix === a b <-- classified as 37 8 | a = DCIS 7 49 | b = IBC