##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
# Correctly non-spam: 224009 33.933% (98.840% of non-spam corpus)
# Correctly spam: 301817 45.720% (69.622% of spam corpus)
# False positives: 2628 0.398% (1.160% of nonspam, 155340 weighted)
# False negatives: 131693 19.949% (30.378% of spam, 341134 weighted)
# Average score for spam: 8.3 nonspam: 0.8
# Average for false-pos: 6.2 false-neg: 2.6
# TOTAL: 660147 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 28065 98.90%
# Correctly spam: 37486 69.39%
# False positives: 312 1.10%
# False negatives: 16539 30.61%
# TCR(l=50): 1.680979 SpamRecall: 69.386% SpamPrec: 99.175%
##### 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: 219214 96.72%
# Correctly spam: 163865 37.80%
# False positives: 7423 3.28%
# False negatives: 269645 62.20%
# TCR(l=50): 0.676519 SpamRecall: 37.800% SpamPrec: 95.666%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 27395 96.54%
# Correctly spam: 20520 37.98%
# False positives: 982 3.46%
# False negatives: 33505 62.02%
# TCR(l=50): 0.654016 SpamRecall: 37.982% SpamPrec: 95.433%