=== Run information === Scheme: weka.classifiers.bayes.NaiveBayes Relation: final-weka.filters.unsupervised.instance.SubsetByExpression-Enot ismissing(ATT13)-weka.filters.unsupervised.instance.SubsetByExpression-EATT10 is '0.0' or ATT10 is '1.0'-weka.filters.unsupervised.instance.SubsetByExpression-Enot (ATT11 is 'Q')-weka.filters.unsupervised.instance.SubsetByExpression-Enot (ATT1=0.1)-weka.filters.unsupervised.attribute.NumericToNominal-R2-last-weka.filters.unsupervised.attribute.NumericToNominal-Rfirst-weka.filters.unsupervised.attribute.MergeTwoValues-Cfirst-F5-S6-weka.filters.unsupervised.attribute.MergeTwoValues-Cfirst-F5-S6-weka.filters.unsupervised.attribute.MergeTwoValues-Cfirst-F5-S6-weka.filters.unsupervised.attribute.MergeTwoValues-Cfirst-F5-S6 Instances: 859 Attributes: 16 Rating Survey Prize Punishment Aspen Snowmass Breckenridge Keystone ABasin Loveland CrestedButte Vail Silverton WinterPark Mary Jane Eldora Test mode: evaluate on training data === Classifier model (full training set) === Naive Bayes Classifier Class Attribute 0.15 0.575 0.6 0.85 0.9_0.925_0.94_0.95_1 (0.05) (0.05) (0.05) (0.05) (0.8) ============================================================================================================================= Survey 1 44.0 1.0 1.0 1.0 1.0 20 1.0 44.0 44.0 44.0 688.0 [total] 45.0 45.0 45.0 45.0 689.0 Prize 1 1.0 44.0 1.0 1.0 1.0 10 44.0 1.0 44.0 44.0 688.0 [total] 45.0 45.0 45.0 45.0 689.0 Punishment 30 1.0 44.0 44.0 44.0 688.0 50 44.0 1.0 1.0 1.0 1.0 [total] 45.0 45.0 45.0 45.0 689.0 Aspen 0 44.0 1.0 1.0 1.0 130.0 1 1.0 44.0 44.0 44.0 559.0 [total] 45.0 45.0 45.0 45.0 689.0 Snowmass 0 44.0 1.0 1.0 1.0 172.0 1 1.0 44.0 44.0 44.0 517.0 [total] 45.0 45.0 45.0 45.0 689.0 Breckenridge 0 44.0 1.0 1.0 1.0 1.0 1 1.0 44.0 44.0 44.0 688.0 [total] 45.0 45.0 45.0 45.0 689.0 Keystone 0 44.0 1.0 1.0 1.0 1.0 1 1.0 44.0 44.0 44.0 688.0 [total] 45.0 45.0 45.0 45.0 689.0 ABasin 0 44.0 1.0 1.0 44.0 44.0 1 1.0 44.0 44.0 1.0 645.0 [total] 45.0 45.0 45.0 45.0 689.0 Loveland 0 44.0 1.0 1.0 1.0 129.0 1 1.0 44.0 44.0 44.0 560.0 [total] 45.0 45.0 45.0 45.0 689.0 CrestedButte 0 44.0 1.0 1.0 1.0 87.0 1 1.0 44.0 44.0 44.0 602.0 [total] 45.0 45.0 45.0 45.0 689.0 Vail 0 44.0 1.0 44.0 1.0 129.0 1 1.0 44.0 1.0 44.0 560.0 [total] 45.0 45.0 45.0 45.0 689.0 Silverton 0 44.0 1.0 44.0 1.0 129.0 1 1.0 44.0 1.0 44.0 560.0 [total] 45.0 45.0 45.0 45.0 689.0 WinterPark 0 44.0 1.0 44.0 44.0 130.0 1 1.0 44.0 1.0 1.0 559.0 [total] 45.0 45.0 45.0 45.0 689.0 Mary Jane 0 44.0 44.0 44.0 1.0 130.0 1 1.0 1.0 1.0 44.0 559.0 [total] 45.0 45.0 45.0 45.0 689.0 Eldora 0 44.0 44.0 44.0 1.0 301.0 1 1.0 1.0 1.0 44.0 388.0 [total] 45.0 45.0 45.0 45.0 689.0 Time taken to build model: 0.02 seconds === Evaluation on training set === === Summary === Correctly Classified Instances 859 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0028 Root mean squared error 0.0145 Relative absolute error 2.0121 % Root relative squared error 5.4962 % Total Number of Instances 859 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 1 0 1 1 1 1 0.15 1 0 1 1 1 1 0.575 1 0 1 1 1 1 0.6 1 0 1 1 1 1 0.85 1 0 1 1 1 1 0.9_0.925_0.94_0.95_1 Weighted Avg. 1 0 1 1 1 1 === Confusion Matrix === a b c d e <-- classified as 43 0 0 0 0 | a = 0.15 0 43 0 0 0 | b = 0.575 0 0 43 0 0 | c = 0.6 0 0 0 43 0 | d = 0.85 0 0 0 0 687 | e = 0.9_0.925_0.94_0.95_1