­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 211007 37.346% (98.868% of non-spam corpus) # Correctly spam: 286894 50.777% (81.601% of spam corpus) # False positives: 2416 0.428% (1.132% of nonspam, 299627 weighted) # False negatives: 64686 11.449% (18.399% of spam, 153485 weighted) # Average score for spam: 12.0 nonspam: -0.3 # Average for false-pos: 7.5 false-neg: 2.4 # TOTAL: 565003 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 26418 98.87% # Correctly spam: 35772 81.61% # False positives: 303 1.13% # False negatives: 8059 18.39% # TCR(l=50): 1.888535 SpamRecall: 81.613% SpamPrec: 99.160% ##### 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: 212031 99.35% # Correctly spam: 188331 53.57% # False positives: 1392 0.65% # False negatives: 163249 46.43% # TCR(l=50): 1.509906 SpamRecall: 53.567% SpamPrec: 99.266% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 26555 99.38% # Correctly spam: 23375 53.33% # False positives: 166 0.62% # False negatives: 20456 46.67% # TCR(l=50): 1.524238 SpamRecall: 53.330% SpamPrec: 99.295%