##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
# Correctly non-spam: 250108 36.106% (99.192% of non-spam corpus)
# Correctly spam: 199578 28.811% (45.300% of spam corpus)
# False positives: 2037 0.294% (0.808% of nonspam, 108720 weighted)
# False negatives: 240990 34.789% (54.700% of spam, 543580 weighted)
# Average score for spam: 5.4 nonspam: 0.8
# Average for false-pos: 6.1 false-neg: 2.3
# TOTAL: 692713 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 31198 99.11%
# Correctly spam: 25469 46.37%
# False positives: 281 0.89%
# False negatives: 29455 53.63%
# TCR(l=50): 1.262476 SpamRecall: 46.371% SpamPrec: 98.909%
##### 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: 245766 97.47%
# Correctly spam: 99859 22.67%
# False positives: 6379 2.53%
# False negatives: 340709 77.33%
# TCR(l=50): 0.667872 SpamRecall: 22.666% SpamPrec: 93.996%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 30687 97.48%
# Correctly spam: 12294 22.38%
# False positives: 792 2.52%
# False negatives: 42630 77.62%
# TCR(l=50): 0.667931 SpamRecall: 22.384% SpamPrec: 93.948%
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