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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171861  21.205%  (99.529% of non-spam corpus)
# Correctly spam:     270642  33.393%  (42.433% of spam corpus)
# False positives:       814  0.100%  (0.471% of nonspam, 184704 weighted)
# False negatives:    367161  45.302%  (57.567% of spam, 889203 weighted)
# Average score for spam:  6.3    nonspam: -0.3
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              810478  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21604  99.46%
# Correctly spam:      33781  42.44%
# False positives:       117  0.54%
# False negatives:     45818  57.56%
# TCR(l=50): 1.540586  SpamRecall: 42.439%  SpamPrec: 99.655%

##### 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: 172218  99.74%
# Correctly spam:     129219  20.26%
# False positives:       457  0.26%
# False negatives:    508584  79.74%
# TCR(l=50): 1.200155  SpamRecall: 20.260%  SpamPrec: 99.648%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21657  99.71%
# Correctly spam:      16036  20.15%
# False positives:        64  0.29%
# False negatives:     63563  79.85%
# TCR(l=50): 1.192262  SpamRecall: 20.146%  SpamPrec: 99.602%