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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 128116  47.573%  (97.773% of non-spam corpus)
# Correctly spam:      62578  23.237%  (45.257% of spam corpus)
# False positives:      2918  1.084%  (2.227% of nonspam,  91059 weighted)
# False negatives:     75694  28.107%  (54.743% of spam, 237711 weighted)
# Average score for spam:  7.3    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.1
# TOTAL:              269306  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16028  97.43%
# Correctly spam:       7776  44.88%
# False positives:       423  2.57%
# False negatives:      9551  55.12%
# TCR(l=50): 0.564379  SpamRecall: 44.878%  SpamPrec: 94.841%

##### 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: 127849  97.57%
# Correctly spam:      47087  34.05%
# False positives:      3185  2.43%
# False negatives:     91185  65.95%
# TCR(l=50): 0.552127  SpamRecall: 34.054%  SpamPrec: 93.664%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16032  97.45%
# Correctly spam:       5823  33.61%
# False positives:       419  2.55%
# False negatives:     11504  66.39%
# TCR(l=50): 0.533894  SpamRecall: 33.607%  SpamPrec: 93.287%