Options: -C 0.25 -M 2 === Classifier model (full training set) === J48 pruned tree ------------------ 209193_at <= 8.528985: normal (8.0) 209193_at > 8.528985: JMML (38.0/1.0) Number of Leaves : 2 Size of the tree : 3 Time taken to build model: 0.83 seconds Time taken to test model on training data: 0.59 seconds === Error on training data === Correctly Classified Instances 45 97.8261 % Incorrectly Classified Instances 1 2.1739 % Kappa statistic 0.9279 Mean absolute error 0.0423 Root mean squared error 0.1455 Relative absolute error 13.1283 % Root relative squared error 36.6559 % 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 0,111 0,974 1,000 0,987 0,930 0,944 0,974 JMML 0,889 0,000 1,000 0,889 0,941 0,930 0,944 0,911 normal Weighted Avg. 0,978 0,089 0,979 0,978 0,978 0,930 0,944 0,961 === Confusion Matrix === a b <-- classified as 37 0 | a = JMML 1 8 | b = normal Time taken to perform cross-validation: 1.3 seconds === Stratified cross-validation === Correctly Classified Instances 34 73.913 % Incorrectly Classified Instances 12 26.087 % Kappa statistic 0.1712 Mean absolute error 0.2609 Root mean squared error 0.5108 Relative absolute error 79.9697 % Root relative squared error 128.5867 % Total Number of Instances 46 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,838 0,667 0,838 0,838 0,838 0,171 0,586 0,832 JMML 0,333 0,162 0,333 0,333 0,333 0,171 0,586 0,242 normal Weighted Avg. 0,739 0,568 0,739 0,739 0,739 0,171 0,586 0,717 === Confusion Matrix === a b <-- classified as 31 6 | a = JMML 6 3 | b = normal