=== Run information === Scheme: weka.classifiers.rules.Prism Relation: ack Instances: 51 Attributes: 3 input1 input2 output Test mode: evaluate on training data === Classifier model (full training set) === Prism rules ---------- If input2 = 0 and input1 = 0 then 1 If input2 = 1 and input1 = 0 then 2 If input2 = 0 and input1 = 1 then 2 If input2 = 2 and input1 = 0 then 3 If input2 = 1 and input1 = 1 then 3 If input2 = 0 and input1 = 2 then 3 If input2 = 2 and input1 = 1 then 4 If input2 = 3 and input1 = 0 then 4 If input1 = 3 and input2 = 0 then 5 If input2 = 3 and input1 = 1 then 5 If input2 = 4 and input1 = 0 then 5 If input2 = 1 and input1 = 2 then 5 If input2 = 4 and input1 = 1 then 6 If input2 = 5 and input1 = 0 then 6 If input2 = 2 and input1 = 2 then 7 If input2 = 5 and input1 = 1 then 7 If input2 = 6 and input1 = 0 then 7 If input2 = 6 and input1 = 1 then 8 If input2 = 7 and input1 = 0 then 8 If input2 = 3 and input1 = 2 then 9 If input2 = 7 and input1 = 1 then 9 If input2 = 8 and input1 = 0 then 9 If input2 = 9 and input1 = 0 then 10 If input2 = 8 and input1 = 1 then 10 If input2 = 9 and input1 = 1 then 11 If input2 = 10 and input1 = 0 then 11 If input2 = 4 and input1 = 2 then 11 If input2 = 10 and input1 = 1 then 12 If input2 = 11 and input1 = 0 then 12 If input1 = 4 then 13 If input1 = 3 and input2 = 1 then 13 If input2 = 11 and input1 = 1 then 13 If input2 = 12 and input1 = 0 then 13 If input2 = 5 and input1 = 2 then 13 If input2 = 12 and input1 = 1 then 14 If input2 = 13 and input1 = 0 then 14 If input2 = 13 and input1 = 1 then 15 If input2 = 14 and input1 = 0 then 15 If input2 = 6 and input1 = 2 then 15 If input2 = 14 and input1 = 1 then 16 If input2 = 15 and input1 = 0 then 16 If input2 = 15 and input1 = 1 then 17 If input2 = 16 and input1 = 0 then 17 If input2 = 7 and input1 = 2 then 17 If input2 = 16 and input1 = 1 then 18 If input2 = 17 and input1 = 0 then 18 If input2 = 17 and input1 = 1 then 19 If input2 = 18 and input1 = 0 then 19 If input2 = 8 and input1 = 2 then 19 If input2 = 19 then 20 If input2 = 18 and input1 = 1 then 20 Time taken to build model: 0.03 seconds === Evaluation on training set === === Summary === Correctly Classified Instances 51 100 % 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 51 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0 0 0 0 0 ? 0 1 0 1 1 1 1 1 1 0 1 1 1 1 2 1 0 1 1 1 1 3 1 0 1 1 1 1 4 1 0 1 1 1 1 5 1 0 1 1 1 1 6 1 0 1 1 1 1 7 1 0 1 1 1 1 8 1 0 1 1 1 1 9 1 0 1 1 1 1 10 1 0 1 1 1 1 11 1 0 1 1 1 1 12 1 0 1 1 1 1 13 1 0 1 1 1 1 14 1 0 1 1 1 1 15 1 0 1 1 1 1 16 1 0 1 1 1 1 17 1 0 1 1 1 1 18 1 0 1 1 1 1 19 1 0 1 1 1 1 20 === Confusion Matrix === a b c d e f g h i j k l m n o p q r s t u <-- classified as 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | a = 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | b = 1 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | c = 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | d = 3 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | e = 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | f = 5 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | g = 6 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 | h = 7 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 | i = 8 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 | j = 9 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 | k = 10 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 | l = 11 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 | m = 12 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 | n = 13 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 | o = 14 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 | p = 15 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 | q = 16 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 | r = 17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 | s = 18 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 | t = 19 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 | u = 20