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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 138614  23.506%  (99.363% of non-spam corpus)
# Correctly spam:     249792  42.359%  (55.485% of spam corpus)
# False positives:       889  0.151%  (0.637% of nonspam, 185613 weighted)
# False negatives:    200408  33.985%  (44.515% of spam, 445649 weighted)
# Average score for spam:  14.5    nonspam: -0.4
# Average for false-pos:   6.5  false-neg: 2.2
# TOTAL:              589703  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17357  99.33%
# Correctly spam:      31279  55.72%
# False positives:       117  0.67%
# False negatives:     24856  44.28%
# TCR(l=50): 1.828144  SpamRecall: 55.721%  SpamPrec: 99.627%

##### 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: 138823  99.51%
# Correctly spam:     189583  42.11%
# False positives:       680  0.49%
# False negatives:    260617  57.89%
# TCR(l=50): 1.528086  SpamRecall: 42.111%  SpamPrec: 99.643%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17388  99.51%
# Correctly spam:      23763  42.33%
# False positives:        86  0.49%
# False negatives:     32372  57.67%
# TCR(l=50): 1.530732  SpamRecall: 42.332%  SpamPrec: 99.639%