Time taken to test model on training data: 0.41 seconds === Error on training data === Correctly Classified Instances 65 100 % 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 65 === 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 32 0 | a = normal 0 33 | b = adenocarcinoma Time taken to perform cross-validation: 0.89 seconds === Stratified cross-validation === Correctly Classified Instances 44 67.6923 % Incorrectly Classified Instances 21 32.3077 % Kappa statistic 0.3534 Mean absolute error 0.3231 Root mean squared error 0.5684 Relative absolute error 64.6154 % Root relative squared error 113.6607 % Total Number of Instances 65 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,656 0,303 0,677 0,656 0,667 0,354 0,677 0,614 normal 0,697 0,344 0,676 0,697 0,687 0,354 0,677 0,625 adenocarcinoma Weighted Avg. 0,677 0,324 0,677 0,677 0,677 0,354 0,677 0,620 === Confusion Matrix === a b <-- classified as 21 11 | a = normal 10 23 | b = adenocarcinoma