Options: -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A "weka.core.EuclideanDistance -R first-last"" === Classifier model (full training set) === IB1 instance-based classifier using 1 nearest neighbour(s) for classification Time taken to build model: 1.84 seconds Time taken to test model on training data: 7.97 seconds === Error on training data === Correctly Classified Instances 281 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.006 Root mean squared error 0.0085 Relative absolute error 2.5335 % Root relative squared error 2.4828 % 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: 9.35 seconds === Stratified cross-validation === Correctly Classified Instances 197 70.1068 % Incorrectly Classified Instances 84 29.8932 % Kappa statistic 0.6372 Mean absolute error 0.0912 Root mean squared error 0.2872 Relative absolute error 38.775 % Root relative squared error 83.8326 % Total Number of Instances 281 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,514 0,121 0,603 0,514 0,555 0,415 0,727 0,494 B-CELL_ALL 0,909 0,015 0,833 0,909 0,870 0,859 0,938 0,748 B-CELL_ALL_TCF3-PBX1 0,765 0,078 0,684 0,765 0,722 0,658 0,865 0,596 B-CELL_ALL_HYPERDIP 0,278 0,061 0,238 0,278 0,256 0,202 0,616 0,117 B-CELL_ALL_HYPO 0,647 0,004 0,917 0,647 0,759 0,758 0,822 0,633 B-CELL_ALL_MLL 0,891 0,000 1,000 0,891 0,943 0,934 0,942 0,913 B-CELL_ALL_T-ALL 0,811 0,088 0,683 0,811 0,741 0,679 0,877 0,617 B-CELL_ALL_ETV6-RUNX1 Weighted Avg. 0,701 0,068 0,711 0,701 0,702 0,636 0,831 0,608 === Confusion Matrix === a b c d e f g <-- classified as 38 2 12 11 0 0 11 | a = B-CELL_ALL 0 20 0 0 1 0 1 | b = B-CELL_ALL_TCF3-PBX1 9 0 39 3 0 0 0 | c = B-CELL_ALL_HYPERDIP 4 0 5 5 0 0 4 | d = B-CELL_ALL_HYPO 3 1 0 0 11 0 2 | e = B-CELL_ALL_MLL 2 0 0 1 0 41 2 | f = B-CELL_ALL_T-ALL 7 1 1 1 0 0 43 | g = B-CELL_ALL_ETV6-RUNX1