Time taken to test model on training data: 2.52 seconds === Error on training data === Correctly Classified Instances 281 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.2041 Root mean squared error 0.3011 Relative absolute error 86.8632 % Root relative squared error 87.8898 % 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 0,000 1,000 1,000 1,000 1,000 1,000 1,000 B-CELL_ALL 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 B-CELL_ALL_TCF3-PBX1 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 B-CELL_ALL_HYPERDIP 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 B-CELL_ALL_HYPO 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 B-CELL_ALL_MLL 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 B-CELL_ALL_T-ALL 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 B-CELL_ALL_ETV6-RUNX1 Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b c d e f g <-- classified as 74 0 0 0 0 0 0 | a = B-CELL_ALL 0 22 0 0 0 0 0 | b = B-CELL_ALL_TCF3-PBX1 0 0 51 0 0 0 0 | c = B-CELL_ALL_HYPERDIP 0 0 0 18 0 0 0 | d = B-CELL_ALL_HYPO 0 0 0 0 17 0 0 | e = B-CELL_ALL_MLL 0 0 0 0 0 46 0 | f = B-CELL_ALL_T-ALL 0 0 0 0 0 0 53 | g = B-CELL_ALL_ETV6-RUNX1 Time taken to perform cross-validation: 6.77 seconds === Stratified cross-validation === Correctly Classified Instances 247 87.9004 % Incorrectly Classified Instances 34 12.0996 % Kappa statistic 0.8509 Mean absolute error 0.2066 Root mean squared error 0.3052 Relative absolute error 87.8633 % Root relative squared error 89.0753 % Total Number of Instances 281 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,878 0,097 0,765 0,878 0,818 0,750 0,887 0,713 B-CELL_ALL 0,955 0,004 0,955 0,955 0,955 0,951 0,967 0,915 B-CELL_ALL_TCF3-PBX1 0,941 0,013 0,941 0,941 0,941 0,928 0,974 0,912 B-CELL_ALL_HYPERDIP 0,222 0,004 0,800 0,222 0,348 0,405 0,781 0,290 B-CELL_ALL_HYPO 0,824 0,004 0,933 0,824 0,875 0,869 0,999 0,981 B-CELL_ALL_MLL 0,978 0,000 1,000 0,978 0,989 0,987 1,000 0,999 B-CELL_ALL_T-ALL 0,943 0,035 0,862 0,943 0,901 0,878 0,980 0,856 B-CELL_ALL_ETV6-RUNX1 Weighted Avg. 0,879 0,035 0,881 0,879 0,868 0,846 0,945 0,828 === Confusion Matrix === a b c d e f g <-- classified as 65 1 2 0 1 0 5 | a = B-CELL_ALL 0 21 0 0 0 0 1 | b = B-CELL_ALL_TCF3-PBX1 3 0 48 0 0 0 0 | c = B-CELL_ALL_HYPERDIP 12 0 0 4 0 0 2 | d = B-CELL_ALL_HYPO 2 0 0 1 14 0 0 | e = B-CELL_ALL_MLL 1 0 0 0 0 45 0 | f = B-CELL_ALL_T-ALL 2 0 1 0 0 0 50 | g = B-CELL_ALL_ETV6-RUNX1