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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 729338  50.827%  (99.501% of non-spam corpus)
# Correctly spam:     538131  37.502%  (76.663% of spam corpus)
# False positives:      3657  0.255%  (0.499% of nonspam,  98219 weighted)
# False negatives:    163812  11.416%  (23.337% of spam, 320820 weighted)
# Average score for spam:  8.7    nonspam: 0.6
# Average for false-pos:   5.6  false-neg: 2.0
# TOTAL:              1434938  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  90907  99.47%
# Correctly spam:      67116  76.64%
# False positives:       488  0.53%
# False negatives:     20456  23.36%
# TCR(l=50): 1.952292  SpamRecall: 76.641%  SpamPrec: 99.278%

##### 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: 719332  98.14%
# Correctly spam:     355598  50.66%
# False positives:     13663  1.86%
# False negatives:    346345  49.34%
# TCR(l=50): 0.681832  SpamRecall: 50.659%  SpamPrec: 96.300%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  89679  98.12%
# Correctly spam:      44503  50.82%
# False positives:      1716  1.88%
# False negatives:     43069  49.18%
# TCR(l=50): 0.679543  SpamRecall: 50.819%  SpamPrec: 96.287%