| ##### WITH NEW RULES AND SCORES ##### |
| |
| # SUMMARY for threshold 5.0: |
| # Correctly non-spam: 397961 58.574% (98.926% of non-spam corpus) |
| # Correctly spam: 218587 32.173% (78.876% of spam corpus) |
| # False positives: 4322 0.636% (1.074% of nonspam, 329925 weighted) |
| # False negatives: 58541 8.616% (21.124% of spam, 93038 weighted) |
| # Average score for spam: 13.8 nonspam: -0.2 |
| # Average for false-pos: 11.1 false-neg: 1.6 |
| # TOTAL: 679411 100.00% |
| |
| Reading scores from "tmprules"... |
| Reading per-message hit stat logs and scores... |
| |
| # SUMMARY for threshold 5.0: |
| # Correctly non-spam: 49578 98.80% |
| # Correctly spam: 27287 78.72% |
| # False positives: 602 1.20% |
| # False negatives: 7376 21.28% |
| # TCR(l=50): 0.924939 SpamRecall: 78.721% SpamPrec: 97.841% |
| |
| ##### 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: 134662 48.59% |
| # False positives: 3525 0.88% |
| # False negatives: 142466 51.41% |
| # TCR(l=50): 0.869514 SpamRecall: 48.592% SpamPrec: 97.449% |
| 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: 16831 48.56% |
| # False positives: 500 1.00% |
| # False negatives: 17832 51.44% |
| # TCR(l=50): 0.809278 SpamRecall: 48.556% SpamPrec: 97.115% |