Time taken to test model on training data: 0.65 seconds === Error on training data === Correctly Classified Instances 45 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.2222 Root mean squared error 0.2722 Relative absolute error 53.8922 % Root relative squared error 60.0864 % Total Number of Instances 45 === 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 tumoral_basal 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 tumoral_non_BLC 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal_breast Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b c <-- classified as 17 0 0 | a = tumoral_basal 0 21 0 | b = tumoral_non_BLC 0 0 7 | c = normal_breast Time taken to perform cross-validation: 1.41 seconds === Stratified cross-validation === Correctly Classified Instances 43 95.5556 % Incorrectly Classified Instances 2 4.4444 % Kappa statistic 0.9278 Mean absolute error 0.2321 Root mean squared error 0.2897 Relative absolute error 56.0738 % Root relative squared error 63.8411 % Total Number of Instances 45 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,941 0,036 0,941 0,941 0,941 0,905 0,965 0,916 tumoral_basal 0,952 0,042 0,952 0,952 0,952 0,911 0,955 0,929 tumoral_non_BLC 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal_breast Weighted Avg. 0,956 0,033 0,956 0,956 0,956 0,923 0,966 0,935 === Confusion Matrix === a b c <-- classified as 16 1 0 | a = tumoral_basal 1 20 0 | b = tumoral_non_BLC 0 0 7 | c = normal_breast