=== Classifier model (full training set) === ZeroR predicts class value: basal Time taken to build model: 0.02 seconds Time taken to test model on training data: 1.94 seconds === Error on training data === Correctly Classified Instances 41 27.1523 % Incorrectly Classified Instances 110 72.8477 % Kappa statistic 0 Mean absolute error 0.267 Root mean squared error 0.3651 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 151 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,272 1,000 0,427 ? 0,500 0,272 basal 0,000 0,000 ? 0,000 ? ? 0,500 0,199 HER 0,000 0,000 ? 0,000 ? ? 0,500 0,093 cell_line 0,000 0,000 ? 0,000 ? ? 0,500 0,046 normal 0,000 0,000 ? 0,000 ? ? 0,500 0,192 luminal_A 0,000 0,000 ? 0,000 ? ? 0,500 0,199 luminal_B Weighted Avg. 0,272 0,272 ? 0,272 ? ? 0,500 0,200 === Confusion Matrix === a b c d e f <-- classified as 41 0 0 0 0 0 | a = basal 30 0 0 0 0 0 | b = HER 14 0 0 0 0 0 | c = cell_line 7 0 0 0 0 0 | d = normal 29 0 0 0 0 0 | e = luminal_A 30 0 0 0 0 0 | f = luminal_B Time taken to perform cross-validation: 2.15 seconds === Stratified cross-validation === Correctly Classified Instances 41 27.1523 % Incorrectly Classified Instances 110 72.8477 % Kappa statistic 0 Mean absolute error 0.2673 Root mean squared error 0.3652 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 151 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,272 1,000 0,427 ? 0,489 0,266 basal 0,000 0,000 ? 0,000 ? ? 0,497 0,198 HER 0,000 0,000 ? 0,000 ? ? 0,471 0,089 cell_line 0,000 0,000 ? 0,000 ? ? 0,452 0,043 normal 0,000 0,000 ? 0,000 ? ? 0,486 0,187 luminal_A 0,000 0,000 ? 0,000 ? ? 0,497 0,198 luminal_B Weighted Avg. 0,272 0,272 ? 0,272 ? ? 0,488 0,197 === Confusion Matrix === a b c d e f <-- classified as 41 0 0 0 0 0 | a = basal 30 0 0 0 0 0 | b = HER 14 0 0 0 0 0 | c = cell_line 7 0 0 0 0 0 | d = normal 29 0 0 0 0 0 | e = luminal_A 30 0 0 0 0 0 | f = luminal_B