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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155476  38.383%  (99.084% of non-spam corpus)
# Correctly spam:     138955  34.304%  (55.996% of spam corpus)
# False positives:      1438  0.355%  (0.916% of nonspam, 146026 weighted)
# False negatives:    109195  26.957%  (44.004% of spam, 283467 weighted)
# Average score for spam:  9.0    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              405064  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19567  99.15%
# Correctly spam:      17217  55.61%
# False positives:       168  0.85%
# False negatives:     13746  44.39%
# TCR(l=50): 1.398131  SpamRecall: 55.605%  SpamPrec: 99.034%

##### 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: 156257  99.58%
# Correctly spam:      90456  36.45%
# False positives:       657  0.42%
# False negatives:    157694  63.55%
# TCR(l=50): 1.302324  SpamRecall: 36.452%  SpamPrec: 99.279%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19661  99.63%
# Correctly spam:      11189  36.14%
# False positives:        74  0.37%
# False negatives:     19774  63.86%
# TCR(l=50): 1.319034  SpamRecall: 36.137%  SpamPrec: 99.343%