Options: -C 0.25 -M 2 === Classifier model (full training set) === J48 pruned tree ------------------ 201417_at <= 4.508011: CLL (41.0) 201417_at > 4.508011: normal_B_Cell (11.0) Number of Leaves : 2 Size of the tree : 3 Time taken to build model: 0.35 seconds Time taken to test model on training data: 0.3 seconds === Error on training data === Correctly Classified Instances 52 100 % 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 52 === 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 CLL 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal_B_Cell 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 = CLL 0 11 | b = normal_B_Cell Time taken to perform cross-validation: 0.83 seconds === Stratified cross-validation === Correctly Classified Instances 47 90.3846 % Incorrectly Classified Instances 5 9.6154 % Kappa statistic 0.721 Mean absolute error 0.0962 Root mean squared error 0.3101 Relative absolute error 28.0209 % Root relative squared error 75.7119 % Total Number of Instances 52 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,927 0,182 0,950 0,927 0,938 0,722 0,873 0,938 CLL 0,818 0,073 0,750 0,818 0,783 0,722 0,873 0,652 normal_B_Cell Weighted Avg. 0,904 0,159 0,908 0,904 0,905 0,722 0,873 0,878 === Confusion Matrix === a b <-- classified as 38 3 | a = CLL 2 9 | b = normal_B_Cell