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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158706  46.361%  (99.673% of non-spam corpus)
# Correctly spam:     179811  52.527%  (98.205% of spam corpus)
# False positives:       520  0.152%  (0.327% of nonspam,  48455 weighted)
# False negatives:      3286  0.960%  (1.795% of spam,   7583 weighted)
# Average score for spam:  25.8    nonspam: -1.5
# Average for false-pos:   8.1  false-neg: 2.3
# TOTAL:              342323  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19987  99.68%
# Correctly spam:      22586  98.23%
# False positives:        65  0.32%
# False negatives:       407  1.77%
# TCR(l=50): 6.287394  SpamRecall: 98.230%  SpamPrec: 99.713%

##### 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: 158997  99.86%
# Correctly spam:     174984  95.57%
# False positives:       229  0.14%
# False negatives:      8113  4.43%
# TCR(l=50): 9.359352  SpamRecall: 95.569%  SpamPrec: 99.869%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20017  99.83%
# Correctly spam:      22004  95.70%
# False positives:        35  0.17%
# False negatives:       989  4.30%
# TCR(l=50): 8.394670  SpamRecall: 95.699%  SpamPrec: 99.841%