Time taken to test model on training data: 0.65 seconds === Error on training data === Correctly Classified Instances 98 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.25 Root mean squared error 0.3118 Relative absolute error 75.2711 % Root relative squared error 76.7085 % Total Number of Instances 98 === 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 Ovarian_Tumor_ClearCel 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 Ovarian_Tumor_Endometrioid 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 Ovarian_Tumor_Mucinous 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 Ovarian_Tumor_Serous Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b c d <-- classified as 8 0 0 0 | a = Ovarian_Tumor_ClearCel 0 37 0 0 | b = Ovarian_Tumor_Endometrioid 0 0 12 0 | c = Ovarian_Tumor_Mucinous 0 0 0 41 | d = Ovarian_Tumor_Serous Time taken to perform cross-validation: 1.47 seconds === Stratified cross-validation === Correctly Classified Instances 70 71.4286 % Incorrectly Classified Instances 28 28.5714 % Kappa statistic 0.5572 Mean absolute error 0.2781 Root mean squared error 0.3538 Relative absolute error 83.4782 % Root relative squared error 86.9674 % Total Number of Instances 98 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,750 0,000 1,000 0,750 0,857 0,857 0,996 0,946 Ovarian_Tumor_ClearCel 0,676 0,213 0,658 0,676 0,667 0,460 0,732 0,561 Ovarian_Tumor_Endometrioid 0,500 0,035 0,667 0,500 0,571 0,528 0,826 0,456 Ovarian_Tumor_Mucinous 0,805 0,211 0,733 0,805 0,767 0,588 0,842 0,701 Ovarian_Tumor_Serous Weighted Avg. 0,714 0,173 0,718 0,714 0,713 0,554 0,811 0,638 === Confusion Matrix === a b c d <-- classified as 6 2 0 0 | a = Ovarian_Tumor_ClearCel 0 25 1 11 | b = Ovarian_Tumor_Endometrioid 0 5 6 1 | c = Ovarian_Tumor_Mucinous 0 6 2 33 | d = Ovarian_Tumor_Serous