Time taken to test model on training data: 0.31 seconds === Error on training data === Correctly Classified Instances 51 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0 Root mean squared error 0 Relative absolute error 0 % Root relative squared error 0 % Total Number of Instances 51 === 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 normal 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 adenocarcinoma Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 27 0 | a = normal 0 24 | b = adenocarcinoma Time taken to perform cross-validation: 0.65 seconds === Stratified cross-validation === Correctly Classified Instances 49 96.0784 % Incorrectly Classified Instances 2 3.9216 % Kappa statistic 0.9213 Mean absolute error 0.0392 Root mean squared error 0.198 Relative absolute error 7.8689 % Root relative squared error 39.6744 % Total Number of Instances 51 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,963 0,042 0,963 0,963 0,963 0,921 0,961 0,947 normal 0,958 0,037 0,958 0,958 0,958 0,921 0,961 0,938 adenocarcinoma Weighted Avg. 0,961 0,039 0,961 0,961 0,961 0,921 0,961 0,943 === Confusion Matrix === a b <-- classified as 26 1 | a = normal 1 23 | b = adenocarcinoma