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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 260935  32.470%  (99.173% of non-spam corpus)
# Correctly spam:     183513  22.836%  (33.952% of spam corpus)
# False positives:      2177  0.271%  (0.827% of nonspam, 134073 weighted)
# False negatives:    356994  44.423%  (66.048% of spam, 730464 weighted)
# Average score for spam:  4.2    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              803619  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32598  99.12%
# Correctly spam:      22891  33.91%
# False positives:       289  0.88%
# False negatives:     44620  66.09%
# TCR(l=50): 1.142898  SpamRecall: 33.907%  SpamPrec: 98.753%

##### 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: 256125  97.34%
# Correctly spam:      83455  15.44%
# False positives:      6987  2.66%
# False negatives:    457052  84.56%
# TCR(l=50): 0.670270  SpamRecall: 15.440%  SpamPrec: 92.275%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32001  97.31%
# Correctly spam:      10316  15.28%
# False positives:       886  2.69%
# False negatives:     57195  84.72%
# TCR(l=50): 0.665166  SpamRecall: 15.280%  SpamPrec: 92.091%
