Time taken to test model on training data: 2.04 seconds === Error on training data === Correctly Classified Instances 143 100 % 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 143 === 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 ccRCC 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 71 0 | a = ccRCC 0 72 | b = normal Time taken to perform cross-validation: 4.22 seconds === Stratified cross-validation === Correctly Classified Instances 118 82.5175 % Incorrectly Classified Instances 25 17.4825 % Kappa statistic 0.6502 Mean absolute error 0.1748 Root mean squared error 0.4181 Relative absolute error 34.965 % Root relative squared error 83.6212 % Total Number of Instances 143 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,803 0,153 0,838 0,803 0,820 0,651 0,825 0,771 ccRCC 0,847 0,197 0,813 0,847 0,830 0,651 0,825 0,766 normal Weighted Avg. 0,825 0,175 0,826 0,825 0,825 0,651 0,825 0,768 === Confusion Matrix === a b <-- classified as 57 14 | a = ccRCC 11 61 | b = normal