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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180402  20.054%  (98.778% of non-spam corpus)
# Correctly spam:     650584  72.320%  (90.742% of spam corpus)
# False positives:      2232  0.248%  (1.222% of nonspam, 641384 weighted)
# False negatives:     66377  7.379%  (9.258% of spam, 122966 weighted)
# Average score for spam:  14.0    nonspam: -0.9
# Average for false-pos:   7.3  false-neg: 1.9
# TOTAL:              899595  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22648  98.71%
# Correctly spam:      81031  90.59%
# False positives:       297  1.29%
# False negatives:      8416  9.41%
# TCR(l=50): 3.844537  SpamRecall: 90.591%  SpamPrec: 99.635%

##### 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: 178681  97.84%
# Correctly spam:     433877  60.52%
# False positives:      3953  2.16%
# False negatives:    283084  39.48%
# TCR(l=50): 1.491388  SpamRecall: 60.516%  SpamPrec: 99.097%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22469  97.93%
# Correctly spam:      54115  60.50%
# False positives:       476  2.07%
# False negatives:     35332  39.50%
# TCR(l=50): 1.512667  SpamRecall: 60.500%  SpamPrec: 99.128%