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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 390703  48.100%  (99.858% of non-spam corpus)
# Correctly spam:     388933  47.882%  (92.380% of spam corpus)
# False positives:       556  0.068%  (0.142% of nonspam,  52997 weighted)
# False negatives:     32081  3.950%  (7.620% of spam,  73182 weighted)
# Average score for spam:  16.7    nonspam: -2.0
# Average for false-pos:   8.9  false-neg: 2.3
# TOTAL:              812273  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48720  99.86%
# Correctly spam:      48419  92.31%
# False positives:        70  0.14%
# False negatives:      4032  7.69%
# TCR(l=50): 6.963755  SpamRecall: 92.313%  SpamPrec: 99.856%

##### 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: 389484  99.55%
# Correctly spam:     332325  78.93%
# False positives:      1775  0.45%
# False negatives:     88689  21.07%
# TCR(l=50): 2.372725  SpamRecall: 78.934%  SpamPrec: 99.469%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48542  99.49%
# Correctly spam:      41419  78.97%
# False positives:       248  0.51%
# False negatives:     11032  21.03%
# TCR(l=50): 2.238435  SpamRecall: 78.967%  SpamPrec: 99.405%