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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163626  22.745%  (99.295% of non-spam corpus)
# Correctly spam:     464715  64.598%  (83.791% of spam corpus)
# False positives:      1162  0.162%  (0.705% of nonspam, 246314 weighted)
# False negatives:     89896  12.496%  (16.209% of spam, 327937 weighted)
# Average score for spam:  11.1    nonspam: -1.0
# Average for false-pos:   6.3  false-neg: 3.6
# TOTAL:              719399  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20617  99.36%
# Correctly spam:      58314  84.19%
# False positives:       133  0.64%
# False negatives:     10953  15.81%
# TCR(l=50): 3.934954  SpamRecall: 84.187%  SpamPrec: 99.772%

##### 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: 164187  99.64%
# Correctly spam:     263903  47.58%
# False positives:       601  0.36%
# False negatives:    290708  52.42%
# TCR(l=50): 1.729064  SpamRecall: 47.583%  SpamPrec: 99.773%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20667  99.60%
# Correctly spam:      32910  47.51%
# False positives:        83  0.40%
# False negatives:     36357  52.49%
# TCR(l=50): 1.710001  SpamRecall: 47.512%  SpamPrec: 99.748%