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##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 200658 36.424% (97.427% of non-spam corpus) # Correctly spam: 280047 50.835% (81.189% of spam corpus) # False positives: 5299 0.962% (2.573% of nonspam, 885113 weighted) # False negatives: 64887 11.779% (18.811% of spam, 162442 weighted) # Average score for spam: 10.3 nonspam: -0.3 # Average for false-pos: 10.0 false-neg: 2.5 # TOTAL: 550891 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 25091 97.29% # Correctly spam: 34918 81.21% # False positives: 698 2.71% # False negatives: 8081 18.79% # TCR(l=50): 1.000419 SpamRecall: 81.207% SpamPrec: 98.040% ##### WITHOUT NEW RULES AND SCORES ##### Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 202507 98.32% # Correctly spam: 110384 32.00% # False positives: 3450 1.68% # False negatives: 234550 68.00% # TCR(l=50): 0.847400 SpamRecall: 32.001% SpamPrec: 96.969% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 25349 98.29% # Correctly spam: 13924 32.38% # False positives: 440 1.71% # False negatives: 29075 67.62% # TCR(l=50): 0.841880 SpamRecall: 32.382% SpamPrec: 96.937%