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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 443559  49.548%  (99.612% of non-spam corpus)
# Correctly spam:     279558  31.228%  (62.135% of spam corpus)
# False positives:      1728  0.193%  (0.388% of nonspam, 103075 weighted)
# False negatives:    170359  19.030%  (37.865% of spam, 311009 weighted)
# Average score for spam:  9.5    nonspam: -0.3
# Average for false-pos:   5.9  false-neg: 1.8
# TOTAL:              895204  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  55286  99.60%
# Correctly spam:      34921  62.25%
# False positives:       224  0.40%
# False negatives:     21179  37.75%
# TCR(l=50): 1.732604  SpamRecall: 62.248%  SpamPrec: 99.363%

##### 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: 443420  99.58%
# Correctly spam:     179623  39.92%
# False positives:      1867  0.42%
# False negatives:    270294  60.08%
# TCR(l=50): 1.237246  SpamRecall: 39.924%  SpamPrec: 98.971%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  55246  99.52%
# Correctly spam:      22278  39.71%
# False positives:       264  0.48%
# False negatives:     33822  60.29%
# TCR(l=50): 1.193059  SpamRecall: 39.711%  SpamPrec: 98.829%