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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157492  45.467%  (99.505% of non-spam corpus)
# Correctly spam:     185134  53.448%  (98.418% of spam corpus)
# False positives:       783  0.226%  (0.495% of nonspam,  68136 weighted)
# False negatives:      2975  0.859%  (1.582% of spam,   6726 weighted)
# Average score for spam:  26.2    nonspam: -1.5
# Average for false-pos:   7.3  false-neg: 2.3
# TOTAL:              346384  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19861  99.64%
# Correctly spam:      23260  98.57%
# False positives:        71  0.36%
# False negatives:       338  1.43%
# TCR(l=50): 6.069444  SpamRecall: 98.568%  SpamPrec: 99.696%

##### 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: 158069  99.87%
# Correctly spam:     180289  95.84%
# False positives:       206  0.13%
# False negatives:      7820  4.16%
# TCR(l=50): 10.381291  SpamRecall: 95.843%  SpamPrec: 99.886%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19905  99.86%
# Correctly spam:      22683  96.12%
# False positives:        27  0.14%
# False negatives:       915  3.88%
# TCR(l=50): 10.418543  SpamRecall: 96.123%  SpamPrec: 99.881%