##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 297654 55.370% (99.678% of non-spam corpus) # Correctly spam: 196391 36.533% (82.185% of spam corpus) # False positives: 961 0.179% (0.322% of nonspam, 54895 weighted) # False negatives: 42571 7.919% (17.815% of spam, 79537 weighted) # Average score for spam: 16.9 nonspam: -0.9 # Average for false-pos: 7.1 false-neg: 1.9 # TOTAL: 537577 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 37135 99.64% # Correctly spam: 24696 82.58% # False positives: 133 0.36% # False negatives: 5210 17.42% # TCR(l=50): 2.521585 SpamRecall: 82.579% SpamPrec: 99.464% ##### 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: 297729 99.70% # Correctly spam: 161641 67.64% # False positives: 886 0.30% # False negatives: 77321 32.36% # TCR(l=50): 1.964809 SpamRecall: 67.643% SpamPrec: 99.455% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 37144 99.67% # Correctly spam: 20411 68.25% # False positives: 124 0.33% # False negatives: 9495 31.75% # TCR(l=50): 1.905448 SpamRecall: 68.251% SpamPrec: 99.396%