LogScore Bayes: -247032.64574530156 LogScore BDeu: -287507.468669563 LogScore MDL: -284563.9491227283 LogScore ENTROPY: -246771.34864092653 LogScore AIC: -257418.34864092697 Time taken to build model: 1.81 seconds === Evaluation on test set === === Summary === Correctly Classified Instances 796 66.5552 % Incorrectly Classified Instances 400 33.4448 % Kappa statistic 0.6127 Mean absolute error 0.0308 Root mean squared error 0.1674 Relative absolute error 39.4984 % Root relative squared error 84.6086 % Total Number of Instances 1196 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure Class 0 0.008 0 0 0 000000 0.631 0.063 0.661 0.631 0.646 000001 0.61 0.083 0.569 0.61 0.589 000010 0 0.008 0 0 0 000011 0.693 0.045 0.714 0.693 0.703 000100 0 0.002 0 0 0 000101 0.347 0.027 0.354 0.347 0.351 000110 0 0 0 0 0 000111 0.818 0.029 0.828 0.818 0.823 001000 0 0 0 0 0 001001 0.25 0.011 0.133 0.25 0.174 001010 0 0 0 0 0 001011 0.438 0.008 0.438 0.438 0.438 001100 0 0 0 0 0 001101 0 0 0 0 0 001110 0 0 0 0 0 001111 0.769 0.013 0.922 0.769 0.838 010000 0.697 0.047 0.718 0.697 0.707 100000 0.143 0.02 0.04 0.143 0.063 100001 0.059 0.016 0.05 0.059 0.054 100010 0 0 0 0 0 100011 0 0 0 0 0 100100 === Confusion Matrix === a b c d e f g h i j k l m n o p q r s t u v <-- classified as 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | a = 000000 0 123 37 0 2 1 3 0 8 0 0 0 0 0 0 0 3 11 3 4 0 0 | b = 000001 0 38 111 1 4 0 7 0 3 0 3 0 0 0 0 0 0 9 3 3 0 0 | c = 000010 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | d = 000011 1 0 12 3 115 0 19 0 0 0 3 0 3 0 0 0 0 9 1 0 0 0 | e = 000100 0 0 0 0 3 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | f = 000101 0 0 6 0 23 0 17 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 | g = 000110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | h = 000111 0 1 1 0 6 0 0 0 144 0 6 0 6 0 0 0 6 3 2 1 0 0 | i = 001000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | j = 001001 0 0 0 0 1 0 0 0 3 0 2 0 0 0 0 0 1 1 0 0 0 0 | k = 001010 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | l = 001011 0 0 0 0 2 0 0 0 7 0 0 0 7 0 0 0 0 0 0 0 0 0 | m = 001100 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | n = 001101 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | o = 001110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | p = 001111 7 7 12 5 2 1 0 0 6 0 0 0 0 0 0 0 153 2 4 0 0 0 | q = 010000 1 15 16 0 0 0 0 0 3 0 1 0 0 0 0 0 3 122 5 9 0 0 | r = 100000 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 1 2 0 0 | s = 100001 0 1 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 7 6 1 0 0 | t = 100010 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | u = 100011 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | v = 100100