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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150945  42.162%  (99.307% of non-spam corpus)
# Correctly spam:     197558  55.181%  (95.894% of spam corpus)
# False positives:      1054  0.294%  (0.693% of nonspam,  96773 weighted)
# False negatives:      8459  2.363%  (4.106% of spam,  24853 weighted)
# Average score for spam:  24.3    nonspam: -1.1
# Average for false-pos:   6.8  false-neg: 2.9
# TOTAL:              358016  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18993  99.33%
# Correctly spam:      24720  95.84%
# False positives:       128  0.67%
# False negatives:      1074  4.16%
# TCR(l=50): 3.451164  SpamRecall: 95.836%  SpamPrec: 99.485%

##### 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: 151601  99.74%
# Correctly spam:     187798  91.16%
# False positives:       398  0.26%
# False negatives:     18219  8.84%
# TCR(l=50): 5.404575  SpamRecall: 91.157%  SpamPrec: 99.789%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19072  99.74%
# Correctly spam:      23529  91.22%
# False positives:        49  0.26%
# False negatives:      2265  8.78%
# TCR(l=50): 5.470626  SpamRecall: 91.219%  SpamPrec: 99.792%