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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180753  38.200%  (99.660% of non-spam corpus)
# Correctly spam:     257261  54.369%  (88.163% of spam corpus)
# False positives:       617  0.130%  (0.340% of nonspam,  66276 weighted)
# False negatives:     34542  7.300%  (11.837% of spam,  92216 weighted)
# Average score for spam:  15.5    nonspam: -2.3
# Average for false-pos:   6.7  false-neg: 2.7
# TOTAL:              473173  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22702  99.66%
# Correctly spam:      32233  88.43%
# False positives:        77  0.34%
# False negatives:      4217  11.57%
# TCR(l=50): 4.518408  SpamRecall: 88.431%  SpamPrec: 99.762%

##### 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: 180233  99.37%
# Correctly spam:     209283  71.72%
# False positives:      1137  0.63%
# False negatives:     82520  28.28%
# TCR(l=50): 2.093729  SpamRecall: 71.721%  SpamPrec: 99.460%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22641  99.39%
# Correctly spam:      26189  71.85%
# False positives:       138  0.61%
# False negatives:     10261  28.15%
# TCR(l=50): 2.124002  SpamRecall: 71.849%  SpamPrec: 99.476%