Time taken to test model on training data: 1.56 seconds === Error on training data === Correctly Classified Instances 116 100 % 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 116 === 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 tumoral Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 15 0 | a = normal 0 101 | b = tumoral Time taken to perform cross-validation: 2.87 seconds === Stratified cross-validation === Correctly Classified Instances 115 99.1379 % Incorrectly Classified Instances 1 0.8621 % Kappa statistic 0.9606 Mean absolute error 0.0086 Root mean squared error 0.0928 Relative absolute error 3.7139 % Root relative squared error 27.6597 % Total Number of Instances 116 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,933 0,000 1,000 0,933 0,966 0,961 0,967 0,942 normal 1,000 0,067 0,990 1,000 0,995 0,961 0,967 0,990 tumoral Weighted Avg. 0,991 0,058 0,991 0,991 0,991 0,961 0,967 0,984 === Confusion Matrix === a b <-- classified as 14 1 | a = normal 0 101 | b = tumoral