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##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 153410 50.271% (99.719% of non-spam corpus) # Correctly spam: 125657 41.177% (83.039% of spam corpus) # False positives: 432 0.142% (0.281% of nonspam, 27152 weighted) # False negatives: 25665 8.410% (16.961% of spam, 54634 weighted) # Average score for spam: 12.2 nonspam: -0.3 # Average for false-pos: 6.4 false-neg: 2.1 # TOTAL: 305164 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 19295 99.72% # Correctly spam: 15739 82.81% # False positives: 55 0.28% # False negatives: 3268 17.19% # TCR(l=50): 3.158358 SpamRecall: 82.806% SpamPrec: 99.652% ##### 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: 153593 99.84% # Correctly spam: 71656 47.35% # False positives: 249 0.16% # False negatives: 79666 52.65% # TCR(l=50): 1.642733 SpamRecall: 47.353% SpamPrec: 99.654% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 19316 99.82% # Correctly spam: 9019 47.45% # False positives: 34 0.18% # False negatives: 9988 52.55% # TCR(l=50): 1.626198 SpamRecall: 47.451% SpamPrec: 99.624%