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##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 277851 44.969% (96.745% of non-spam corpus) # Correctly spam: 230014 37.226% (69.558% of spam corpus) # False positives: 9347 1.513% (3.255% of nonspam, 1068317 weighted) # False negatives: 100667 16.292% (30.442% of spam, 293773 weighted) # Average score for spam: 8.5 nonspam: -0.2 # Average for false-pos: 9.9 false-neg: 2.9 # TOTAL: 617879 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 34739 96.73% # Correctly spam: 28614 69.41% # False positives: 1175 3.27% # False negatives: 12611 30.59% # TCR(l=50): 0.577697 SpamRecall: 69.409% SpamPrec: 96.056% ##### 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: 67344 20.37% # False positives: 5211 1.81% # False negatives: 263337 79.63% # TCR(l=50): 0.631207 SpamRecall: 20.365% SpamPrec: 92.818% 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: 8316 20.17% # False positives: 639 1.78% # False negatives: 32909 79.83% # TCR(l=50): 0.635610 SpamRecall: 20.172% SpamPrec: 92.864%