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##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 256036 38.982% (98.987% of non-spam corpus) # Correctly spam: 263328 40.093% (66.139% of spam corpus) # False positives: 2621 0.399% (1.013% of nonspam, 118460 weighted) # False negatives: 134814 20.526% (33.861% of spam, 326059 weighted) # Average score for spam: 6.9 nonspam: 0.8 # Average for false-pos: 5.9 false-neg: 2.4 # TOTAL: 656799 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 31969 98.93% # Correctly spam: 33072 66.59% # False positives: 347 1.07% # False negatives: 16593 33.41% # TCR(l=50): 1.463188 SpamRecall: 66.590% SpamPrec: 98.962% ##### 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: 251078 97.08% # Correctly spam: 130164 32.69% # False positives: 7545 2.92% # False negatives: 267975 67.31% # TCR(l=50): 0.617055 SpamRecall: 32.693% SpamPrec: 94.521% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 31333 96.96% # Correctly spam: 16102 32.42% # False positives: 983 3.04% # False negatives: 33563 67.58% # TCR(l=50): 0.600450 SpamRecall: 32.421% SpamPrec: 94.246%