­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ##### WITH NEW RULES AND SCORES ##### # SUMMARY for threshold 5.0: # Correctly non-spam: 320117 63.344% (99.514% of non-spam corpus) # Correctly spam: 149538 29.590% (81.410% of spam corpus) # False positives: 1562 0.309% (0.486% of nonspam, 57009 weighted) # False negatives: 34146 6.757% (18.590% of spam, 66330 weighted) # Average score for spam: 15.3 nonspam: -0.7 # Average for false-pos: 6.4 false-neg: 1.9 # TOTAL: 505363 100.00% Reading scores from "tmprules"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 39859 99.50% # Correctly spam: 18798 81.48% # False positives: 199 0.50% # False negatives: 4272 18.52% # TCR(l=50): 1.622135 SpamRecall: 81.482% SpamPrec: 98.952% ##### 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: 320088 99.51% # Correctly spam: 132018 71.87% # False positives: 1591 0.49% # False negatives: 51666 28.13% # TCR(l=50): 1.399860 SpamRecall: 71.872% SpamPrec: 98.809% Reading scores from "../rules-base"... Reading per-message hit stat logs and scores... # SUMMARY for threshold 5.0: # Correctly non-spam: 39842 99.46% # Correctly spam: 16582 71.88% # False positives: 216 0.54% # False negatives: 6488 28.12% # TCR(l=50): 1.334452 SpamRecall: 71.877% SpamPrec: 98.714%