GVOTE GREL GDEF GHEA GENT GVOTE 0.97080 0.00000 0.02919 0.00000 0.00000 GREL 0.14285 0.65714 0.11428 0.05714 0.02857 GDEF 0.01923 0.00000 0.98076 0.00000 0.00000 GHEA 0.08219 0.00000 0.01369 0.90410 0.00000 GENT 0.06250 0.00000 0.02083 0.02083 0.89583 Accuracy: 0.924433249370277 Classifier type: NB_MN File Lists Root Dir: h:/Reuters/data.new/reduced_set Data files root dir: h:/Reuters Feature selector type: TF Feature cutoff: 30000 [GHEA, GVOTE, GDEF, GREL, GENT] Applying TF feature selection... Feature Selector:TF, Cutoff:30000 Total word types: 40147 Now testing classifier: Naive Bayes Multinomial, EM: false GVOTE GREL GDEF GHEA GENT GVOTE 0.93430 0.00000 0.05109 0.01459 0.00000 GREL 0.20000 0.51428 0.20000 0.05714 0.02857 GDEF 0.14423 0.00000 0.82692 0.02884 0.00000 GHEA 0.21917 0.01369 0.04109 0.72602 0.00000 GENT 0.18750 0.04166 0.04166 0.06250 0.66666 Accuracy: 0.7984886649874056 Classifier type: NB_MN File Lists Root Dir: h:/Reuters/data.new/reduced_set Data files root dir: h:/Reuters Feature selector type: TF Feature cutoff: 3 [GHEA, GVOTE, GDEF, GREL, GENT] Feature Selector:TF, Cutoff:3 Total word types: 40147 Instances: 1204488, Features: 0, Output: 19426 Now testing classifier: Naive Bayes Multinomial, EM: false GVOTE GREL GDEF GHEA GENT GVOTE 0.95620 0.00000 0.02919 0.00729 0.00729 GREL 0.05714 0.77142 0.05714 0.08571 0.02857 GDEF 0.01923 0.00000 0.98076 0.00000 0.00000 GHEA 0.06849 0.00000 0.01369 0.91780 0.00000 GENT 0.04166 0.00000 0.02083 0.02083 0.91666 Accuracy: 0.9345088161209067