Time taken to test model on training data: 0.67 seconds === Error on training data === Correctly Classified Instances 49 100 % 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 49 === 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 35 0 | a = tumoral 0 14 | b = normal Time taken to perform cross-validation: 1.35 seconds === Stratified cross-validation === Correctly Classified Instances 46 93.8776 % Incorrectly Classified Instances 3 6.1224 % Kappa statistic 0.8397 Mean absolute error 0.0612 Root mean squared error 0.2474 Relative absolute error 14.7875 % Root relative squared error 54.6508 % Total Number of Instances 49 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,214 0,921 1,000 0,959 0,851 0,893 0,921 tumoral 0,786 0,000 1,000 0,786 0,880 0,851 0,893 0,847 normal Weighted Avg. 0,939 0,153 0,944 0,939 0,936 0,851 0,893 0,900 === Confusion Matrix === a b <-- classified as 35 0 | a = tumoral 3 11 | b = normal