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##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 252448 38.777% (99.005% of non-spam corpus) # Correctly spam: 262791 40.365% (66.353% of spam corpus) # False positives: 2536 0.390% (0.995% of nonspam, 119669 weighted) # False negatives: 133257 20.469% (33.647% of spam, 327644 weighted) # Average score for spam: 6.8 nonspam: 0.7 # Average for false-pos: 6.1 false-neg: 2.5 # TOTAL: 651032 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 31544 99.02% # Correctly spam: 33287 67.37% # False positives: 313 0.98% # False negatives: 16121 32.63% # TCR(l=50): 1.555129 SpamRecall: 67.372% SpamPrec: 99.068% ##### 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: 247382 97.02% # Correctly spam: 142123 35.89% # False positives: 7602 2.98% # False negatives: 253925 64.11% # TCR(l=50): 0.624657 SpamRecall: 35.885% SpamPrec: 94.923% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 30974 97.23% # Correctly spam: 17870 36.17% # False positives: 883 2.77% # False negatives: 31538 63.83% # TCR(l=50): 0.652785 SpamRecall: 36.168% SpamPrec: 95.291%