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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 251228  19.628%  (99.580% of non-spam corpus)
# Correctly spam:     944555  73.797%  (91.915% of spam corpus)
# False positives:      1059  0.083%  (0.420% of nonspam, 255886 weighted)
# False negatives:     83087  6.492%  (8.085% of spam, 152314 weighted)
# Average score for spam:  12.6    nonspam: -0.0
# Average for false-pos:   5.9  false-neg: 1.8
# TOTAL:              1279929  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31360  99.57%
# Correctly spam:     118494  92.39%
# False positives:       135  0.43%
# False negatives:      9767  7.61%
# TCR(l=50): 7.765393  SpamRecall: 92.385%  SpamPrec: 99.886%

##### 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: 251327  99.62%
# Correctly spam:     682842  66.45%
# False positives:       960  0.38%
# False negatives:    344800  33.55%
# TCR(l=50): 2.616197  SpamRecall: 66.447%  SpamPrec: 99.860%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31378  99.63%
# Correctly spam:      85477  66.64%
# False positives:       117  0.37%
# False negatives:     42784  33.36%
# TCR(l=50): 2.637270  SpamRecall: 66.643%  SpamPrec: 99.863%