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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 728141  53.616%  (98.593% of non-spam corpus)
# Correctly spam:     535251  39.413%  (86.396% of spam corpus)
# False positives:     10388  0.765%  (1.407% of nonspam, 732872 weighted)
# False negatives:     84283  6.206%  (13.604% of spam, 134339 weighted)
# Average score for spam:  20.3    nonspam: -2.4
# Average for false-pos:   8.4  false-neg: 1.6
# TOTAL:              1358063  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  90369  98.12%
# Correctly spam:      66800  86.34%
# False positives:      1729  1.88%
# False negatives:     10570  13.66%
# TCR(l=50): 0.797464  SpamRecall: 86.338%  SpamPrec: 97.477%

##### 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: 736171  99.68%
# Correctly spam:     323376  52.20%
# False positives:      2358  0.32%
# False negatives:    296158  47.80%
# TCR(l=50): 1.496249  SpamRecall: 52.197%  SpamPrec: 99.276%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  91809  99.69%
# Correctly spam:      40332  52.13%
# False positives:       289  0.31%
# False negatives:     37038  47.87%
# TCR(l=50): 1.502680  SpamRecall: 52.129%  SpamPrec: 99.289%