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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 248642  49.405%  (99.279% of non-spam corpus)
# Correctly spam:     179144  35.596%  (70.857% of spam corpus)
# False positives:      1805  0.359%  (0.721% of nonspam, 110663 weighted)
# False negatives:     73682  14.641%  (29.143% of spam, 133858 weighted)
# Average score for spam:  9.0    nonspam: 0.4
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              503273  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30996  99.21%
# Correctly spam:      22361  70.87%
# False positives:       248  0.79%
# False negatives:      9190  29.13%
# TCR(l=50): 1.461371  SpamRecall: 70.873%  SpamPrec: 98.903%

##### 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: 249439  99.60%
# Correctly spam:      95996  37.97%
# False positives:      1008  0.40%
# False negatives:    156830  62.03%
# TCR(l=50): 1.220026  SpamRecall: 37.969%  SpamPrec: 98.961%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31139  99.66%
# Correctly spam:      11958  37.90%
# False positives:       105  0.34%
# False negatives:     19593  62.10%
# TCR(l=50): 1.270016  SpamRecall: 37.901%  SpamPrec: 99.130%