=== Classifier model (full training set) === ZeroR predicts class value: AML Time taken to build model: 0.01 seconds Time taken to test model on training data: 0.33 seconds === Error on training data === Correctly Classified Instances 26 40.625 % Incorrectly Classified Instances 38 59.375 % Kappa statistic 0 Mean absolute error 0.3 Root mean squared error 0.3864 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 64 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,000 0,000 ? 0,000 ? ? 0,500 0,125 Bone_Marrow_CD34 0,000 0,000 ? 0,000 ? ? 0,500 0,156 Bone_Marrow 1,000 1,000 0,406 1,000 0,578 ? 0,500 0,406 AML 0,000 0,000 ? 0,000 ? ? 0,500 0,156 PB 0,000 0,000 ? 0,000 ? ? 0,500 0,156 PBSC_CD34 Weighted Avg. 0,406 0,406 ? 0,406 ? ? 0,500 0,254 === Confusion Matrix === a b c d e <-- classified as 0 0 8 0 0 | a = Bone_Marrow_CD34 0 0 10 0 0 | b = Bone_Marrow 0 0 26 0 0 | c = AML 0 0 10 0 0 | d = PB 0 0 10 0 0 | e = PBSC_CD34 Time taken to perform cross-validation: 0.39 seconds === Stratified cross-validation === Correctly Classified Instances 26 40.625 % Incorrectly Classified Instances 38 59.375 % Kappa statistic 0 Mean absolute error 0.3011 Root mean squared error 0.3871 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 64 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,000 0,000 ? 0,000 ? ? 0,446 0,116 Bone_Marrow_CD34 0,000 0,000 ? 0,000 ? ? 0,467 0,148 Bone_Marrow 1,000 1,000 0,406 1,000 0,578 ? 0,478 0,395 AML 0,000 0,000 ? 0,000 ? ? 0,467 0,148 PB 0,000 0,000 ? 0,000 ? ? 0,455 0,145 PBSC_CD34 Weighted Avg. 0,406 0,406 ? 0,406 ? ? 0,467 0,244 === Confusion Matrix === a b c d e <-- classified as 0 0 8 0 0 | a = Bone_Marrow_CD34 0 0 10 0 0 | b = Bone_Marrow 0 0 26 0 0 | c = AML 0 0 10 0 0 | d = PB 0 0 10 0 0 | e = PBSC_CD34