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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 390702  48.105%  (99.858% of non-spam corpus)
# Correctly spam:     388973  47.892%  (92.409% of spam corpus)
# False positives:       557  0.069%  (0.142% of nonspam,  53010 weighted)
# False negatives:     31952  3.934%  (7.591% of spam,  72656 weighted)
# Average score for spam:  17.1    nonspam: -2.0
# Average for false-pos:   8.8  false-neg: 2.3
# TOTAL:              812184  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48719  99.85%
# Correctly spam:      48467  92.42%
# False positives:        71  0.15%
# False negatives:      3975  7.58%
# TCR(l=50): 6.969037  SpamRecall: 92.420%  SpamPrec: 99.854%

##### 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: 389484  99.55%
# Correctly spam:     332047  78.89%
# False positives:      1775  0.45%
# False negatives:     88878  21.11%
# TCR(l=50): 2.369700  SpamRecall: 78.885%  SpamPrec: 99.468%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48542  99.49%
# Correctly spam:      41502  79.14%
# False positives:       248  0.51%
# False negatives:     10940  20.86%
# TCR(l=50): 2.246872  SpamRecall: 79.139%  SpamPrec: 99.406%