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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155708  24.844%  (97.807% of non-spam corpus)
# Correctly spam:     427039  68.136%  (91.336% of spam corpus)
# False positives:      3492  0.557%  (2.193% of nonspam, 318548 weighted)
# False negatives:     40506  6.463%  (8.664% of spam, 123207 weighted)
# Average score for spam:  10.7    nonspam: 0.4
# Average for false-pos:   6.2  false-neg: 3.0
# TOTAL:              626745  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19568  97.61%
# Correctly spam:      53317  91.38%
# False positives:       480  2.39%
# False negatives:      5027  8.62%
# TCR(l=50): 2.009991  SpamRecall: 91.384%  SpamPrec: 99.108%

##### 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: 156613  98.38%
# Correctly spam:     212945  45.55%
# False positives:      2587  1.62%
# False negatives:    254600  54.45%
# TCR(l=50): 1.217724  SpamRecall: 45.545%  SpamPrec: 98.800%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19714  98.33%
# Correctly spam:      26516  45.45%
# False positives:       334  1.67%
# False negatives:     31828  54.55%
# TCR(l=50): 1.202275  SpamRecall: 45.448%  SpamPrec: 98.756%