=== Classifier model (full training set) === ZeroR predicts class value: B-CELL_ALL Time taken to build model: 0.01 seconds Time taken to test model on training data: 1.48 seconds === Error on training data === Correctly Classified Instances 74 26.3345 % Incorrectly Classified Instances 207 73.6655 % Kappa statistic 0 Mean absolute error 0.2349 Root mean squared error 0.3426 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 281 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,263 1,000 0,417 ? 0,500 0,263 B-CELL_ALL 0,000 0,000 ? 0,000 ? ? 0,500 0,078 B-CELL_ALL_TCF3-PBX1 0,000 0,000 ? 0,000 ? ? 0,500 0,181 B-CELL_ALL_HYPERDIP 0,000 0,000 ? 0,000 ? ? 0,500 0,064 B-CELL_ALL_HYPO 0,000 0,000 ? 0,000 ? ? 0,500 0,060 B-CELL_ALL_MLL 0,000 0,000 ? 0,000 ? ? 0,500 0,164 B-CELL_ALL_T-ALL 0,000 0,000 ? 0,000 ? ? 0,500 0,189 B-CELL_ALL_ETV6-RUNX1 Weighted Avg. 0,263 0,263 ? 0,263 ? ? 0,500 0,179 === Confusion Matrix === a b c d e f g <-- classified as 74 0 0 0 0 0 0 | a = B-CELL_ALL 22 0 0 0 0 0 0 | b = B-CELL_ALL_TCF3-PBX1 51 0 0 0 0 0 0 | c = B-CELL_ALL_HYPERDIP 18 0 0 0 0 0 0 | d = B-CELL_ALL_HYPO 17 0 0 0 0 0 0 | e = B-CELL_ALL_MLL 46 0 0 0 0 0 0 | f = B-CELL_ALL_T-ALL 53 0 0 0 0 0 0 | g = B-CELL_ALL_ETV6-RUNX1 Time taken to perform cross-validation: 1.53 seconds === Stratified cross-validation === Correctly Classified Instances 74 26.3345 % Incorrectly Classified Instances 207 73.6655 % Kappa statistic 0 Mean absolute error 0.2351 Root mean squared error 0.3426 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 281 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,263 1,000 0,417 ? 0,495 0,262 B-CELL_ALL 0,000 0,000 ? 0,000 ? ? 0,482 0,076 B-CELL_ALL_TCF3-PBX1 0,000 0,000 ? 0,000 ? ? 0,499 0,181 B-CELL_ALL_HYPERDIP 0,000 0,000 ? 0,000 ? ? 0,499 0,064 B-CELL_ALL_HYPO 0,000 0,000 ? 0,000 ? ? 0,480 0,059 B-CELL_ALL_MLL 0,000 0,000 ? 0,000 ? ? 0,490 0,161 B-CELL_ALL_T-ALL 0,000 0,000 ? 0,000 ? ? 0,494 0,187 B-CELL_ALL_ETV6-RUNX1 Weighted Avg. 0,263 0,263 ? 0,263 ? ? 0,493 0,177 === Confusion Matrix === a b c d e f g <-- classified as 74 0 0 0 0 0 0 | a = B-CELL_ALL 22 0 0 0 0 0 0 | b = B-CELL_ALL_TCF3-PBX1 51 0 0 0 0 0 0 | c = B-CELL_ALL_HYPERDIP 18 0 0 0 0 0 0 | d = B-CELL_ALL_HYPO 17 0 0 0 0 0 0 | e = B-CELL_ALL_MLL 46 0 0 0 0 0 0 | f = B-CELL_ALL_T-ALL 53 0 0 0 0 0 0 | g = B-CELL_ALL_ETV6-RUNX1