##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
# Correctly non-spam: 145181 45.293% (99.774% of non-spam corpus)
# Correctly spam: 71898 22.430% (41.078% of spam corpus)
# False positives: 329 0.103% (0.226% of nonspam, 23393 weighted)
# False negatives: 103130 32.174% (58.922% of spam, 265146 weighted)
# Average score for spam: 5.8 nonspam: 0.4
# Average for false-pos: 5.9 false-neg: 2.6
# TOTAL: 320538 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 18205 99.76%
# Correctly spam: 8789 39.95%
# False positives: 43 0.24%
# False negatives: 13209 60.05%
# TCR(l=50): 1.432255 SpamRecall: 39.954% SpamPrec: 99.513%
##### 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: 145300 99.86%
# Correctly spam: 17270 9.87%
# False positives: 210 0.14%
# False negatives: 157758 90.13%
# TCR(l=50): 1.040236 SpamRecall: 9.867% SpamPrec: 98.799%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 18218 99.84%
# Correctly spam: 2142 9.74%
# False positives: 30 0.16%
# False negatives: 19856 90.26%
# TCR(l=50): 1.030062 SpamRecall: 9.737% SpamPrec: 98.619%
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