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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 525583  48.041%  (99.872% of non-spam corpus)
# Correctly spam:     523063  47.811%  (92.126% of spam corpus)
# False positives:       675  0.062%  (0.128% of nonspam,  48840 weighted)
# False negatives:     44706  4.086%  (7.874% of spam,  95024 weighted)
# Average score for spam:  16.6    nonspam: -2.3
# Average for false-pos:   6.7  false-neg: 2.1
# TOTAL:              1094027  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65632  99.87%
# Correctly spam:      65269  92.11%
# False positives:        83  0.13%
# False negatives:      5593  7.89%
# TCR(l=50): 7.273119  SpamRecall: 92.107%  SpamPrec: 99.873%

##### 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: 524283  99.62%
# Correctly spam:     422314  74.38%
# False positives:      1975  0.38%
# False negatives:    145455  25.62%
# TCR(l=50): 2.324969  SpamRecall: 74.381%  SpamPrec: 99.535%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65481  99.64%
# Correctly spam:      52694  74.36%
# False positives:       234  0.36%
# False negatives:     18168  25.64%
# TCR(l=50): 2.372506  SpamRecall: 74.361%  SpamPrec: 99.558%