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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 236478  39.920%  (99.128% of non-spam corpus)
# Correctly spam:     276088  46.607%  (78.030% of spam corpus)
# False positives:      2081  0.351%  (0.872% of nonspam,  96159 weighted)
# False negatives:     77733  13.122%  (21.970% of spam, 218703 weighted)
# Average score for spam:  9.3    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.8
# TOTAL:              592380  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29585  99.13%
# Correctly spam:      34389  77.96%
# False positives:       260  0.87%
# False negatives:      9721  22.04%
# TCR(l=50): 1.941376  SpamRecall: 77.962%  SpamPrec: 99.250%

##### 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: 232804  97.59%
# Correctly spam:     186641  52.75%
# False positives:      5755  2.41%
# False negatives:    167180  47.25%
# TCR(l=50): 0.777748  SpamRecall: 52.750%  SpamPrec: 97.009%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29122  97.58%
# Correctly spam:      23149  52.48%
# False positives:       723  2.42%
# False negatives:     20961  47.52%
# TCR(l=50): 0.772356  SpamRecall: 52.480%  SpamPrec: 96.971%