Options: -P 100 -I 100 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 1 === Classifier model (full training set) === RandomForest Bagging with 100 iterations and base learner weka.classifiers.trees.RandomTree -K 0 -M 1.0 -V 0.001 -S 1 -do-not-check-capabilities Time taken to build model: 4.13 seconds Time taken to test model on training data: 1.34 seconds === Error on training data === Correctly Classified Instances 101 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0644 Root mean squared error 0.0762 Relative absolute error 13.334 % Root relative squared error 15.511 % Total Number of Instances 101 === 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 AML Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 41 0 | a = normal 0 60 | b = AML Time taken to perform cross-validation: 12.55 seconds === Stratified cross-validation === Correctly Classified Instances 101 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.2006 Root mean squared error 0.2214 Relative absolute error 41.5423 % Root relative squared error 45.0747 % Total Number of Instances 101 === 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 AML Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 41 0 | a = normal 0 60 | b = AML