| ##### WITH NEW RULES AND SCORES ##### |
| |
| # SUMMARY for threshold 5.0: |
| # Correctly non-spam: 397965 58.575% (98.927% of non-spam corpus) |
| # Correctly spam: 218658 32.183% (78.900% of spam corpus) |
| # False positives: 4318 0.636% (1.073% of nonspam, 329787 weighted) |
| # False negatives: 58475 8.607% (21.100% of spam, 92332 weighted) |
| # Average score for spam: 13.7 nonspam: -0.2 |
| # Average for false-pos: 11.1 false-neg: 1.6 |
| # TOTAL: 679416 100.00% |
| |
| Reading scores from "tmprules"... |
| Reading per-message hit stat logs and scores... |
| |
| # SUMMARY for threshold 5.0: |
| # Correctly non-spam: 49577 98.80% |
| # Correctly spam: 27281 78.70% |
| # False positives: 603 1.20% |
| # False negatives: 7382 21.30% |
| # TCR(l=50): 0.923559 SpamRecall: 78.704% SpamPrec: 97.837% |
| |
| ##### 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: 398758 99.12% |
| # Correctly spam: 134563 48.56% |
| # False positives: 3525 0.88% |
| # False negatives: 142570 51.44% |
| # TCR(l=50): 0.869246 SpamRecall: 48.555% SpamPrec: 97.447% |
| Reading scores from "../rules-base"... |
| Reading per-message hit stat logs and scores... |
| |
| # SUMMARY for threshold 5.0: |
| # Correctly non-spam: 49680 99.00% |
| # Correctly spam: 16805 48.48% |
| # False positives: 500 1.00% |
| # False negatives: 17858 51.52% |
| # TCR(l=50): 0.808787 SpamRecall: 48.481% SpamPrec: 97.111% |