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##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 215189 38.282% (98.759% of non-spam corpus) # Correctly spam: 282088 50.184% (81.951% of spam corpus) # False positives: 2705 0.481% (1.241% of nonspam, 358878 weighted) # False negatives: 62128 11.053% (18.049% of spam, 142498 weighted) # Average score for spam: 11.3 nonspam: -0.9 # Average for false-pos: 8.4 false-neg: 2.3 # TOTAL: 562110 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 26942 98.75% # Correctly spam: 35118 81.84% # False positives: 340 1.25% # False negatives: 7791 18.16% # TCR(l=50): 1.730830 SpamRecall: 81.843% SpamPrec: 99.041% ##### 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: 216224 99.23% # Correctly spam: 140604 40.85% # False positives: 1670 0.77% # False negatives: 203612 59.15% # TCR(l=50): 1.198891 SpamRecall: 40.848% SpamPrec: 98.826% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 27086 99.28% # Correctly spam: 17635 41.10% # False positives: 196 0.72% # False negatives: 25274 58.90% # TCR(l=50): 1.223385 SpamRecall: 41.099% SpamPrec: 98.901%