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##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 277843 44.967% (96.743% of non-spam corpus) # Correctly spam: 230054 37.233% (69.569% of spam corpus) # False positives: 9355 1.514% (3.257% of nonspam, 1068994 weighted) # False negatives: 100629 16.286% (30.431% of spam, 293311 weighted) # Average score for spam: 8.5 nonspam: -0.2 # Average for false-pos: 9.9 false-neg: 2.9 # TOTAL: 617881 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 34724 96.69% # Correctly spam: 28775 69.80% # False positives: 1190 3.31% # False negatives: 12450 30.20% # TCR(l=50): 0.572967 SpamRecall: 69.800% SpamPrec: 96.029% ##### 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: 281987 98.19% # Correctly spam: 67198 20.32% # False positives: 5211 1.81% # False negatives: 263485 79.68% # TCR(l=50): 0.631032 SpamRecall: 20.321% SpamPrec: 92.803% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 35275 98.22% # Correctly spam: 8370 20.30% # False positives: 639 1.78% # False negatives: 32855 79.70% # TCR(l=50): 0.636139 SpamRecall: 20.303% SpamPrec: 92.907%