Time taken to test model on training data: 0.69 seconds === Error on training data === Correctly Classified Instances 51 100 % 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 51 === 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 36 0 | a = tumoral 0 15 | b = normal Time taken to perform cross-validation: 1.39 seconds === Stratified cross-validation === Correctly Classified Instances 44 86.2745 % Incorrectly Classified Instances 7 13.7255 % Kappa statistic 0.6629 Mean absolute error 0.1373 Root mean squared error 0.3705 Relative absolute error 32.6848 % Root relative squared error 81.2831 % Total Number of Instances 51 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,917 0,267 0,892 0,917 0,904 0,664 0,825 0,876 tumoral 0,733 0,083 0,786 0,733 0,759 0,664 0,825 0,655 normal Weighted Avg. 0,863 0,213 0,861 0,863 0,861 0,664 0,825 0,811 === Confusion Matrix === a b <-- classified as 33 3 | a = tumoral 4 11 | b = normal