=== Classifier model (full training set) === ZeroR predicts class value: CLL Time taken to build model: 0.01 seconds Time taken to test model on training data: 0.26 seconds === Error on training data === Correctly Classified Instances 41 78.8462 % Incorrectly Classified Instances 11 21.1538 % Kappa statistic 0 Mean absolute error 0.3397 Root mean squared error 0.4085 Relative absolute error 100 % Root relative squared error 100 % 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 1,000 0,788 1,000 0,882 ? 0,500 0,788 CLL 0,000 0,000 ? 0,000 ? ? 0,500 0,212 normal_B_Cell Weighted Avg. 0,788 0,788 ? 0,788 ? ? 0,500 0,666 === Confusion Matrix === a b <-- classified as 41 0 | a = CLL 11 0 | b = normal_B_Cell Time taken to perform cross-validation: 0.3 seconds === Stratified cross-validation === Correctly Classified Instances 41 78.8462 % Incorrectly Classified Instances 11 21.1538 % Kappa statistic 0 Mean absolute error 0.3432 Root mean squared error 0.4096 Relative absolute error 100 % Root relative squared error 100 % 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 1,000 0,788 1,000 0,882 ? 0,461 0,775 CLL 0,000 0,000 ? 0,000 ? ? 0,461 0,198 normal_B_Cell Weighted Avg. 0,788 0,788 ? 0,788 ? ? 0,461 0,653 === Confusion Matrix === a b <-- classified as 41 0 | a = CLL 11 0 | b = normal_B_Cell