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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151289  36.215%  (99.440% of non-spam corpus)
# Correctly spam:     177814  42.564%  (66.945% of spam corpus)
# False positives:       852  0.204%  (0.560% of nonspam, 105001 weighted)
# False negatives:     87800  21.017%  (33.055% of spam, 260072 weighted)
# Average score for spam:  10.2    nonspam: -0.4
# Average for false-pos:   7.1  false-neg: 3.0
# TOTAL:              417755  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19032  99.44%
# Correctly spam:      22233  66.91%
# False positives:       107  0.56%
# False negatives:     10996  33.09%
# TCR(l=50): 2.032852  SpamRecall: 66.908%  SpamPrec: 99.521%

##### 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: 151624  99.66%
# Correctly spam:     108465  40.84%
# False positives:       517  0.34%
# False negatives:    157149  59.16%
# TCR(l=50): 1.451451  SpamRecall: 40.836%  SpamPrec: 99.526%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19082  99.70%
# Correctly spam:      13530  40.72%
# False positives:        57  0.30%
# False negatives:     19699  59.28%
# TCR(l=50): 1.473635  SpamRecall: 40.717%  SpamPrec: 99.580%