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##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 247472 33.038% (99.072% of non-spam corpus) # Correctly spam: 359893 48.047% (72.085% of spam corpus) # False positives: 2317 0.309% (0.928% of nonspam, 145787 weighted) # False negatives: 139369 18.606% (27.915% of spam, 337255 weighted) # Average score for spam: 6.9 nonspam: 0.7 # Average for false-pos: 6.3 false-neg: 2.4 # TOTAL: 749051 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 30870 99.09% # Correctly spam: 45351 72.74% # False positives: 285 0.91% # False negatives: 16993 27.26% # TCR(l=50): 1.995455 SpamRecall: 72.743% SpamPrec: 99.375% ##### 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: 242414 97.05% # Correctly spam: 198907 39.84% # False positives: 7375 2.95% # False negatives: 300355 60.16% # TCR(l=50): 0.746164 SpamRecall: 39.840% SpamPrec: 96.425% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 30191 96.91% # Correctly spam: 24766 39.72% # False positives: 964 3.09% # False negatives: 37578 60.28% # TCR(l=50): 0.726806 SpamRecall: 39.725% SpamPrec: 96.253%