­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 148365 19.401% (94.286% of non-spam corpus) # Correctly spam: 365476 47.793% (60.175% of spam corpus) # False positives: 8992 1.176% (5.714% of nonspam, 910829 weighted) # False negatives: 241879 31.630% (39.825% of spam, 507704 weighted) # Average score for spam: 6.3 nonspam: 0.7 # Average for false-pos: 5.2 false-neg: 2.1 # TOTAL: 764712 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 18617 94.01% # Correctly spam: 45638 60.14% # False positives: 1186 5.99% # False negatives: 30250 39.86% # TCR(l=50): 0.847437 SpamRecall: 60.139% SpamPrec: 97.467% ##### 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: 155436 98.78% # Correctly spam: 164020 27.01% # False positives: 1921 1.22% # False negatives: 443335 72.99% # TCR(l=50): 1.126014 SpamRecall: 27.006% SpamPrec: 98.842% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 19554 98.74% # Correctly spam: 20487 27.00% # False positives: 249 1.26% # False negatives: 55401 73.00% # TCR(l=50): 1.118451 SpamRecall: 26.996% SpamPrec: 98.799%