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##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 353744 48.597% (99.222% of non-spam corpus) # Correctly spam: 167111 22.958% (44.996% of spam corpus) # False positives: 2772 0.381% (0.778% of nonspam, 89098 weighted) # False negatives: 204280 28.064% (55.004% of spam, 422012 weighted) # Average score for spam: 5.0 nonspam: 0.7 # Average for false-pos: 6.2 false-neg: 2.1 # TOTAL: 727907 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 44069 99.17% # Correctly spam: 20961 45.32% # False positives: 370 0.83% # False negatives: 25290 54.68% # TCR(l=50): 1.056200 SpamRecall: 45.320% SpamPrec: 98.265% ##### 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: 349685 98.08% # Correctly spam: 110079 29.64% # False positives: 6831 1.92% # False negatives: 261312 70.36% # TCR(l=50): 0.616046 SpamRecall: 29.640% SpamPrec: 94.157% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 43575 98.06% # Correctly spam: 13573 29.35% # False positives: 864 1.94% # False negatives: 32678 70.65% # TCR(l=50): 0.609544 SpamRecall: 29.346% SpamPrec: 94.015%