Time taken to test model on training data: 0.17 seconds === Error on training data === Correctly Classified Instances 12 100 % 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 12 === 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 6 0 | a = tumoral 0 6 | b = normal Time taken to perform cross-validation: 0.39 seconds === Stratified cross-validation === Correctly Classified Instances 10 83.3333 % Incorrectly Classified Instances 2 16.6667 % Kappa statistic 0.6667 Mean absolute error 0.1667 Root mean squared error 0.4082 Relative absolute error 33.3333 % Root relative squared error 81.6497 % Total Number of Instances 12 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,833 0,167 0,833 0,833 0,833 0,667 0,833 0,778 tumoral 0,833 0,167 0,833 0,833 0,833 0,667 0,833 0,778 normal Weighted Avg. 0,833 0,167 0,833 0,833 0,833 0,667 0,833 0,778 === Confusion Matrix === a b <-- classified as 5 1 | a = tumoral 1 5 | b = normal