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##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 275619 41.282% (96.753% of non-spam corpus) # Correctly spam: 272273 40.781% (71.129% of spam corpus) # False positives: 9249 1.385% (3.247% of nonspam, 1223111 weighted) # False negatives: 110512 16.552% (28.871% of spam, 355092 weighted) # Average score for spam: 8.9 nonspam: -0.2 # Average for false-pos: 9.8 false-neg: 3.2 # TOTAL: 667653 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 34504 96.84% # Correctly spam: 33961 71.18% # False positives: 1126 3.16% # False negatives: 13751 28.82% # TCR(l=50): 0.681104 SpamRecall: 71.179% SpamPrec: 96.791% ##### 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: 279699 98.19% # Correctly spam: 83190 21.73% # False positives: 5169 1.81% # False negatives: 299595 78.27% # TCR(l=50): 0.685939 SpamRecall: 21.733% SpamPrec: 94.150% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 34997 98.22% # Correctly spam: 10421 21.84% # False positives: 633 1.78% # False negatives: 37291 78.16% # TCR(l=50): 0.692070 SpamRecall: 21.841% SpamPrec: 94.274%