Time taken to test model on training data: 0.62 seconds === Error on training data === Correctly Classified Instances 46 100 % 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 46 === 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 JMML 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 37 0 | a = JMML 0 9 | b = normal Time taken to perform cross-validation: 1.25 seconds === Stratified cross-validation === Correctly Classified Instances 41 89.1304 % Incorrectly Classified Instances 5 10.8696 % Kappa statistic 0.6395 Mean absolute error 0.1087 Root mean squared error 0.3297 Relative absolute error 33.3207 % Root relative squared error 83.0024 % Total Number of Instances 46 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,946 0,333 0,921 0,946 0,933 0,641 0,806 0,915 JMML 0,667 0,054 0,750 0,667 0,706 0,641 0,806 0,565 normal Weighted Avg. 0,891 0,279 0,888 0,891 0,889 0,641 0,806 0,846 === Confusion Matrix === a b <-- classified as 35 2 | a = JMML 3 6 | b = normal