­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 241334 34.591% (97.897% of non-spam corpus) # Correctly spam: 296774 42.537% (65.780% of spam corpus) # False positives: 5185 0.743% (2.103% of nonspam, 305346 weighted) # False negatives: 154388 22.129% (34.220% of spam, 422069 weighted) # Average score for spam: 8.6 nonspam: 0.8 # Average for false-pos: 6.4 false-neg: 2.7 # TOTAL: 697681 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 30053 97.65% # Correctly spam: 37425 66.52% # False positives: 723 2.35% # False negatives: 18838 33.48% # TCR(l=50): 1.023187 SpamRecall: 66.518% SpamPrec: 98.105% ##### 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: 237012 96.14% # Correctly spam: 154663 34.28% # False positives: 9507 3.86% # False negatives: 296499 65.72% # TCR(l=50): 0.584521 SpamRecall: 34.281% SpamPrec: 94.209% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 29566 96.07% # Correctly spam: 19497 34.65% # False positives: 1210 3.93% # False negatives: 36766 65.35% # TCR(l=50): 0.578445 SpamRecall: 34.653% SpamPrec: 94.157%