Options: -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H 10 === Classifier model (full training set) === Sigmoid Node 0 Inputs Weights Threshold -0.7678423778049385 Node 2 0.6935297794962988 Node 3 0.8488959034161369 Node 4 0.8815652058350335 Node 5 0.48768937541304236 Node 6 0.6375937000545783 Node 7 0.9420426638802591 Node 8 -1.4798730972203271 Node 9 -0.699094373533883 Node 10 -1.6143777351896944 Node 11 0.9828766159394628 Sigmoid Node 1 Inputs Weights Threshold 0.7639326206662661 Node 2 -0.6244657147913497 Node 3 -0.9079485898230688 Node 4 -0.8258094171866369 Node 5 -0.5100850995134094 Node 6 -0.6162368170444952 Node 7 -0.9375840858273716 Node 8 1.4586550580853646 Node 9 0.6989509265376246 Node 10 1.6467099632835578 Node 11 -1.0467500792432038 Sigmoid Node 2 Inputs Weights Threshold 0.04705703126764446 Attrib 1710221 -0.02110546898345052 Attrib 5900364 0.04817938845028611 Attrib 2480717 0.030824928643074585 Attrib 1300239 -0.024690041394383768 Attrib 830703 -0.017054083431320522 Attrib 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0.026421730613372333 Class tumoral Input Node 0 Class normal Input Node 1 Time taken to build model: 206.27 seconds Time taken to test model on training data: 0.33 seconds === Error on training data === Correctly Classified Instances 12 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0102 Root mean squared error 0.0104 Relative absolute error 2.0396 % Root relative squared error 2.0816 % Total Number of Instances 12 === 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 tumoral 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 6 0 | a = tumoral 0 6 | b = normal Time taken to perform cross-validation: 562.45 seconds === Stratified cross-validation === Correctly Classified Instances 10 83.3333 % Incorrectly Classified Instances 2 16.6667 % Kappa statistic 0.6667 Mean absolute error 0.2115 Root mean squared error 0.3176 Relative absolute error 42.2918 % Root relative squared error 63.5266 % Total Number of Instances 12 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,667 0,000 1,000 0,667 0,800 0,707 0,944 0,958 tumoral 1,000 0,333 0,750 1,000 0,857 0,707 0,944 0,948 normal Weighted Avg. 0,833 0,167 0,875 0,833 0,829 0,707 0,944 0,953 === Confusion Matrix === a b <-- classified as 4 2 | a = tumoral 0 6 | b = normal