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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 161175  36.674%  (99.536% of non-spam corpus)
# Correctly spam:     274579  62.478%  (98.928% of spam corpus)
# False positives:       751  0.171%  (0.464% of nonspam,  94560 weighted)
# False negatives:      2976  0.677%  (1.072% of spam,   5758 weighted)
# Average score for spam:  28.6    nonspam: -2.0
# Average for false-pos:   7.3  false-neg: 1.9
# TOTAL:              439481  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20332  99.59%
# Correctly spam:      34333  98.89%
# False positives:        84  0.41%
# False negatives:       387  1.11%
# TCR(l=50): 7.569217  SpamRecall: 98.885%  SpamPrec: 99.756%

##### 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: 161713  99.87%
# Correctly spam:     270466  97.45%
# False positives:       213  0.13%
# False negatives:      7089  2.55%
# TCR(l=50): 15.646598  SpamRecall: 97.446%  SpamPrec: 99.921%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20388  99.86%
# Correctly spam:      33861  97.53%
# False positives:        28  0.14%
# False negatives:       859  2.47%
# TCR(l=50): 15.369633  SpamRecall: 97.526%  SpamPrec: 99.917%