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##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 173582 15.787% (95.878% of non-spam corpus) # Correctly spam: 586907 53.378% (63.900% of spam corpus) # False positives: 7463 0.679% (4.122% of nonspam, 1194932 weighted) # False negatives: 331571 30.156% (36.100% of spam, 1083347 weighted) # Average score for spam: 8.6 nonspam: 0.9 # Average for false-pos: 6.3 false-neg: 3.3 # TOTAL: 1099523 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 21717 95.51% # Correctly spam: 73094 63.79% # False positives: 1020 4.49% # False negatives: 41500 36.21% # TCR(l=50): 1.238854 SpamRecall: 63.785% SpamPrec: 98.624% ##### 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: 175177 96.76% # Correctly spam: 113344 12.34% # False positives: 5868 3.24% # False negatives: 805134 87.66% # TCR(l=50): 0.836094 SpamRecall: 12.340% SpamPrec: 95.078% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 21997 96.75% # Correctly spam: 14061 12.27% # False positives: 740 3.25% # False negatives: 100533 87.73% # TCR(l=50): 0.833211 SpamRecall: 12.270% SpamPrec: 95.000%