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##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 196931 36.633% (98.013% of non-spam corpus) # Correctly spam: 269617 50.153% (80.085% of spam corpus) # False positives: 3992 0.743% (1.987% of nonspam, 637938 weighted) # False negatives: 67045 12.472% (19.915% of spam, 169590 weighted) # Average score for spam: 10.1 nonspam: -0.4 # Average for false-pos: 9.5 false-neg: 2.5 # TOTAL: 537585 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 24570 97.77% # Correctly spam: 33486 79.80% # False positives: 560 2.23% # False negatives: 8478 20.20% # TCR(l=50): 1.150392 SpamRecall: 79.797% SpamPrec: 98.355% ##### 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: 198480 98.78% # Correctly spam: 90043 26.75% # False positives: 2443 1.22% # False negatives: 246619 73.25% # TCR(l=50): 0.912935 SpamRecall: 26.746% SpamPrec: 97.359% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 24794 98.66% # Correctly spam: 11295 26.92% # False positives: 336 1.34% # False negatives: 30669 73.08% # TCR(l=50): 0.884030 SpamRecall: 26.916% SpamPrec: 97.111%