Options: -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A "weka.core.EuclideanDistance -R first-last"" === Classifier model (full training set) === IB1 instance-based classifier using 1 nearest neighbour(s) for classification Time taken to build model: 0.72 seconds Time taken to test model on training data: 0.79 seconds === Error on training data === Correctly Classified Instances 28 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0333 Root mean squared error 0.0333 Relative absolute error 6.6667 % Root relative squared error 6.6667 % Total Number of Instances 28 === 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 Clear_Cell_Renal_Cell_Carcinoma 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 14 0 | a = Clear_Cell_Renal_Cell_Carcinoma 0 14 | b = normal Time taken to perform cross-validation: 0.83 seconds === Stratified cross-validation === Correctly Classified Instances 28 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0485 Root mean squared error 0.0485 Relative absolute error 9.661 % Root relative squared error 9.6568 % Total Number of Instances 28 === 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 Clear_Cell_Renal_Cell_Carcinoma 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 14 0 | a = Clear_Cell_Renal_Cell_Carcinoma 0 14 | b = normal