=== Classifier model (full training set) === ZeroR predicts class value: JMML Time taken to build model: 0.02 seconds Time taken to test model on training data: 0.61 seconds === Error on training data === Correctly Classified Instances 37 80.4348 % Incorrectly Classified Instances 9 19.5652 % Kappa statistic 0 Mean absolute error 0.3225 Root mean squared error 0.3969 Relative absolute error 100 % Root relative squared error 100 % 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 1,000 0,804 1,000 0,892 ? 0,500 0,804 JMML 0,000 0,000 ? 0,000 ? ? 0,500 0,196 normal Weighted Avg. 0,804 0,804 ? 0,804 ? ? 0,500 0,685 === Confusion Matrix === a b <-- classified as 37 0 | a = JMML 9 0 | b = normal Time taken to perform cross-validation: 0.64 seconds === Stratified cross-validation === Correctly Classified Instances 37 80.4348 % Incorrectly Classified Instances 9 19.5652 % Kappa statistic 0 Mean absolute error 0.3262 Root mean squared error 0.3972 Relative absolute error 100 % Root relative squared error 100 % 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 1,000 0,804 1,000 0,892 ? 0,491 0,802 JMML 0,000 0,000 ? 0,000 ? ? 0,491 0,193 normal Weighted Avg. 0,804 0,804 ? 0,804 ? ? 0,491 0,682 === Confusion Matrix === a b <-- classified as 37 0 | a = JMML 9 0 | b = normal