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: 0.74 seconds === Stratified cross-validation === Correctly Classified Instances 50 96.1538 % Incorrectly Classified Instances 2 3.8462 % Kappa statistic 0.8765 Mean absolute error 0.0385 Root mean squared error 0.1961 Relative absolute error 11.2083 % Root relative squared error 47.8844 % 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 0,182 0,953 1,000 0,976 0,883 0,909 0,953 CLL 0,818 0,000 1,000 0,818 0,900 0,883 0,909 0,857 normal_B_Cell Weighted Avg. 0,962 0,143 0,963 0,962 0,960 0,883 0,909 0,933 === Confusion Matrix === a b <-- classified as 41 0 | a = CLL 2 9 | b = normal_B_Cell