=== Classifier model (full training set) === ZeroR predicts class value: primary_breast_cancer Time taken to build model: 0.01 seconds Time taken to test model on training data: 1.13 seconds === Error on training data === Correctly Classified Instances 129 92.8058 % Incorrectly Classified Instances 10 7.1942 % Kappa statistic 0 Mean absolute error 0.1387 Root mean squared error 0.2585 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 139 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,928 1,000 0,963 ? 0,500 0,928 primary_breast_cancer 0,000 0,000 ? 0,000 ? ? 0,500 0,072 normal Weighted Avg. 0,928 0,928 ? 0,928 ? ? 0,500 0,866 === Confusion Matrix === a b <-- classified as 129 0 | a = primary_breast_cancer 10 0 | b = normal Time taken to perform cross-validation: 1.14 seconds === Stratified cross-validation === Correctly Classified Instances 129 92.8058 % Incorrectly Classified Instances 10 7.1942 % Kappa statistic 0 Mean absolute error 0.1413 Root mean squared error 0.2588 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 139 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,928 1,000 0,963 ? 0,467 0,924 primary_breast_cancer 0,000 0,000 ? 0,000 ? ? 0,467 0,068 normal Weighted Avg. 0,928 0,928 ? 0,928 ? ? 0,467 0,862 === Confusion Matrix === a b <-- classified as 129 0 | a = primary_breast_cancer 10 0 | b = normal