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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147693  13.081%  (98.419% of non-spam corpus)
# Correctly spam:     907130  80.343%  (92.658% of spam corpus)
# False positives:      2372  0.210%  (1.581% of nonspam, 506954 weighted)
# False negatives:     71883  6.367%  (7.342% of spam, 205750 weighted)
# Average score for spam:  13.9    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.9
# TOTAL:              1129078  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18502  98.21%
# Correctly spam:     112332  91.95%
# False positives:       338  1.79%
# False negatives:      9835  8.05%
# TCR(l=50): 4.569553  SpamRecall: 91.950%  SpamPrec: 99.700%

##### 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: 147924  98.57%
# Correctly spam:     551143  56.30%
# False positives:      2141  1.43%
# False negatives:    427870  43.70%
# TCR(l=50): 1.830205  SpamRecall: 56.296%  SpamPrec: 99.613%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18567  98.55%
# Correctly spam:      69078  56.54%
# False positives:       273  1.45%
# False negatives:     53089  43.46%
# TCR(l=50): 1.830519  SpamRecall: 56.544%  SpamPrec: 99.606%