Time taken to test model on training data: 1.62 seconds === Error on training data === Correctly Classified Instances 114 100 % 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 114 === 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 tumoral 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 56 0 | a = tumoral 0 58 | b = normal Time taken to perform cross-validation: 3.05 seconds === Stratified cross-validation === Correctly Classified Instances 106 92.9825 % Incorrectly Classified Instances 8 7.0175 % Kappa statistic 0.8596 Mean absolute error 0.0702 Root mean squared error 0.2649 Relative absolute error 14.0351 % Root relative squared error 52.9697 % Total Number of Instances 114 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,929 0,069 0,929 0,929 0,929 0,860 0,930 0,897 tumoral 0,931 0,071 0,931 0,931 0,931 0,860 0,930 0,902 normal Weighted Avg. 0,930 0,070 0,930 0,930 0,930 0,860 0,930 0,900 === Confusion Matrix === a b <-- classified as 52 4 | a = tumoral 4 54 | b = normal