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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144210  31.054%  (99.792% of non-spam corpus)
# Correctly spam:     207634  44.712%  (64.911% of spam corpus)
# False positives:       300  0.065%  (0.208% of nonspam,  47878 weighted)
# False negatives:    112241  24.170%  (35.089% of spam, 302048 weighted)
# Average score for spam:  7.9    nonspam: -0.3
# Average for false-pos:   7.2  false-neg: 2.7
# TOTAL:              464385  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18075  99.72%
# Correctly spam:      25916  65.05%
# False positives:        50  0.28%
# False negatives:     13922  34.95%
# TCR(l=50): 2.425892  SpamRecall: 65.053%  SpamPrec: 99.807%

##### 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: 144287  99.85%
# Correctly spam:     120948  37.81%
# False positives:       223  0.15%
# False negatives:    198927  62.19%
# TCR(l=50): 1.522656  SpamRecall: 37.811%  SpamPrec: 99.816%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18088  99.80%
# Correctly spam:      15000  37.65%
# False positives:        37  0.20%
# False negatives:     24838  62.35%
# TCR(l=50): 1.492731  SpamRecall: 37.652%  SpamPrec: 99.754%