##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 366723  49.061%  (99.715% of non-spam corpus)
# Correctly spam:     342215  45.783%  (90.126% of spam corpus)
# False positives:      1049  0.140%  (0.285% of nonspam,  73416 weighted)
# False negatives:     37491  5.016%  (9.874% of spam,  71716 weighted)
# Average score for spam:  18.2    nonspam: -0.9
# Average for false-pos:   6.8  false-neg: 1.9
# TOTAL:              747478  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45701  99.73%
# Correctly spam:      42646  90.12%
# False positives:       124  0.27%
# False negatives:      4673  9.88%
# TCR(l=50): 4.351973  SpamRecall: 90.124%  SpamPrec: 99.710%

##### 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: 366811  99.74%
# Correctly spam:     287835  75.80%
# False positives:       961  0.26%
# False negatives:     91871  24.20%
# TCR(l=50): 2.713717  SpamRecall: 75.805%  SpamPrec: 99.667%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45695  99.72%
# Correctly spam:      36032  76.15%
# False positives:       130  0.28%
# False negatives:     11287  23.85%
# TCR(l=50): 2.660314  SpamRecall: 76.147%  SpamPrec: 99.641%