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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172667  15.818%  (98.951% of non-spam corpus)
# Correctly spam:     529395  48.497%  (57.724% of spam corpus)
# False positives:      1830  0.168%  (1.049% of nonspam, 579257 weighted)
# False negatives:    387716  35.518%  (42.276% of spam, 1119838 weighted)
# Average score for spam:  7.0    nonspam: 0.4
# Average for false-pos:   6.0  false-neg: 2.9
# TOTAL:              1091608  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21673  98.89%
# Correctly spam:      66032  57.71%
# False positives:       244  1.11%
# False negatives:     48385  42.29%
# TCR(l=50): 1.888537  SpamRecall: 57.712%  SpamPrec: 99.632%

##### 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: 174198  99.83%
# Correctly spam:      58563  6.39%
# False positives:       299  0.17%
# False negatives:    858548  93.61%
# TCR(l=50): 1.049929  SpamRecall: 6.386%  SpamPrec: 99.492%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21886  99.86%
# Correctly spam:       7207  6.30%
# False positives:        31  0.14%
# False negatives:    107210  93.70%
# TCR(l=50): 1.052014  SpamRecall: 6.299%  SpamPrec: 99.572%