Time taken to test model on training data: 0.25 seconds === Error on training data === Correctly Classified Instances 18 100 % 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 18 === 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 10 0 | a = normal 0 8 | b = tumoral Time taken to perform cross-validation: 0.65 seconds === Stratified cross-validation === Correctly Classified Instances 16 88.8889 % Incorrectly Classified Instances 2 11.1111 % Kappa statistic 0.7692 Mean absolute error 0.1111 Root mean squared error 0.3333 Relative absolute error 22.2222 % Root relative squared error 66.2177 % Total Number of Instances 18 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,250 0,833 1,000 0,909 0,791 0,875 0,833 normal 0,750 0,000 1,000 0,750 0,857 0,791 0,875 0,861 tumoral Weighted Avg. 0,889 0,139 0,907 0,889 0,886 0,791 0,875 0,846 === Confusion Matrix === a b <-- classified as 10 0 | a = normal 2 6 | b = tumoral