Time taken to test model on training data: 0.57 seconds === Error on training data === Correctly Classified Instances 105 100 % 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 105 === 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 normal 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 tumoral Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 53 0 | a = normal 0 52 | b = tumoral Time taken to perform cross-validation: 1.25 seconds === Stratified cross-validation === Correctly Classified Instances 88 83.8095 % Incorrectly Classified Instances 17 16.1905 % Kappa statistic 0.6762 Mean absolute error 0.1619 Root mean squared error 0.4024 Relative absolute error 32.3724 % Root relative squared error 80.4432 % Total Number of Instances 105 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,830 0,154 0,846 0,830 0,838 0,676 0,838 0,788 normal 0,846 0,170 0,830 0,846 0,838 0,676 0,838 0,779 tumoral Weighted Avg. 0,838 0,162 0,838 0,838 0,838 0,676 0,838 0,783 === Confusion Matrix === a b <-- classified as 44 9 | a = normal 8 44 | b = tumoral