Time taken to test model on training data: 0.35 seconds === Error on training data === Correctly Classified Instances 24 100 % 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 24 === 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 12 0 | a = normal 0 12 | b = tumoral Time taken to perform cross-validation: 0.8 seconds === Stratified cross-validation === Correctly Classified Instances 16 66.6667 % Incorrectly Classified Instances 8 33.3333 % Kappa statistic 0.3333 Mean absolute error 0.3333 Root mean squared error 0.5774 Relative absolute error 66.6667 % Root relative squared error 115.4701 % Total Number of Instances 24 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,667 0,333 0,667 0,667 0,667 0,333 0,667 0,611 normal 0,667 0,333 0,667 0,667 0,667 0,333 0,667 0,611 tumoral Weighted Avg. 0,667 0,333 0,667 0,667 0,667 0,333 0,667 0,611 === Confusion Matrix === a b <-- classified as 8 4 | a = normal 4 8 | b = tumoral