##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
# Correctly non-spam: 151615 37.725% (99.572% of non-spam corpus)
# Correctly spam: 68913 17.147% (27.606% of spam corpus)
# False positives: 651 0.162% (0.428% of nonspam, 32739 weighted)
# False negatives: 180716 44.966% (72.394% of spam, 278969 weighted)
# Average score for spam: 3.9 nonspam: 0.7
# Average for false-pos: 6.1 false-neg: 1.5
# TOTAL: 401895 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 19048 99.48%
# Correctly spam: 8542 27.43%
# False positives: 99 0.52%
# False negatives: 22596 72.57%
# TCR(l=50): 1.130400 SpamRecall: 27.433% SpamPrec: 98.854%
##### 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: 150343 98.74%
# Correctly spam: 25491 10.21%
# False positives: 1923 1.26%
# False negatives: 224138 89.79%
# TCR(l=50): 0.779389 SpamRecall: 10.212% SpamPrec: 92.985%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 18891 98.66%
# Correctly spam: 3057 9.82%
# False positives: 256 1.34%
# False negatives: 28081 90.18%
# TCR(l=50): 0.761674 SpamRecall: 9.818% SpamPrec: 92.273%
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