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##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 212129 25.535% (99.699% of non-spam corpus) # Correctly spam: 544601 65.555% (88.126% of spam corpus) # False positives: 640 0.077% (0.301% of nonspam, 114450 weighted) # False negatives: 73381 8.833% (11.874% of spam, 141507 weighted) # Average score for spam: 16.9 nonspam: -0.7 # Average for false-pos: 6.2 false-neg: 1.9 # TOTAL: 830751 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 26545 99.66% # Correctly spam: 68045 88.15% # False positives: 90 0.34% # False negatives: 9148 11.85% # TCR(l=50): 5.655994 SpamRecall: 88.149% SpamPrec: 99.868% ##### 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: 210443 98.91% # Correctly spam: 291796 47.22% # False positives: 2326 1.09% # False negatives: 326186 52.78% # TCR(l=50): 1.396614 SpamRecall: 47.218% SpamPrec: 99.209% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 26347 98.92% # Correctly spam: 36621 47.44% # False positives: 288 1.08% # False negatives: 40572 52.56% # TCR(l=50): 1.404224 SpamRecall: 47.441% SpamPrec: 99.220%