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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 650018  41.599%  (99.848% of non-spam corpus)
# Correctly spam:     841650  53.863%  (92.330% of spam corpus)
# False positives:       991  0.063%  (0.152% of nonspam,  83875 weighted)
# False negatives:     69920  4.475%  (7.670% of spam, 121206 weighted)
# Average score for spam:  16.1    nonspam: -2.3
# Average for false-pos:   6.0  false-neg: 1.7
# TOTAL:              1562579  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  81095  99.85%
# Correctly spam:     104997  92.29%
# False positives:       120  0.15%
# False negatives:      8774  7.71%
# TCR(l=50): 7.700758  SpamRecall: 92.288%  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: 648934  99.68%
# Correctly spam:     600055  65.83%
# False positives:      2075  0.32%
# False negatives:    311515  34.17%
# TCR(l=50): 2.195152  SpamRecall: 65.827%  SpamPrec: 99.655%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  80958  99.68%
# Correctly spam:      74861  65.80%
# False positives:       257  0.32%
# False negatives:     38910  34.20%
# TCR(l=50): 2.198049  SpamRecall: 65.800%  SpamPrec: 99.658%