=== Classifier model (full training set) === ZeroR predicts class value: tumoral_luminal_A Time taken to build model: 0.01 seconds Time taken to test model on training data: 0.32 seconds === Error on training data === Correctly Classified Instances 19 73.0769 % Incorrectly Classified Instances 7 26.9231 % Kappa statistic 0 Mean absolute error 0.4011 Root mean squared error 0.4439 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 26 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,731 1,000 0,844 ? 0,500 0,731 tumoral_luminal_A 0,000 0,000 ? 0,000 ? ? 0,500 0,269 normal Weighted Avg. 0,731 0,731 ? 0,731 ? ? 0,500 0,607 === Confusion Matrix === a b <-- classified as 19 0 | a = tumoral_luminal_A 7 0 | b = normal Time taken to perform cross-validation: 0.37 seconds === Stratified cross-validation === Correctly Classified Instances 19 73.0769 % Incorrectly Classified Instances 7 26.9231 % Kappa statistic 0 Mean absolute error 0.4065 Root mean squared error 0.4472 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 26 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,731 1,000 0,844 ? 0,436 0,703 tumoral_luminal_A 0,000 0,000 ? 0,000 ? ? 0,436 0,246 normal Weighted Avg. 0,731 0,731 ? 0,731 ? ? 0,436 0,580 === Confusion Matrix === a b <-- classified as 19 0 | a = tumoral_luminal_A 7 0 | b = normal