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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 443500  49.538%  (99.599% of non-spam corpus)
# Correctly spam:     279682  31.240%  (62.154% of spam corpus)
# False positives:      1787  0.200%  (0.401% of nonspam, 106333 weighted)
# False negatives:    170302  19.022%  (37.846% of spam, 312303 weighted)
# Average score for spam:  9.5    nonspam: -0.3
# Average for false-pos:   5.9  false-neg: 1.8
# TOTAL:              895271  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  55282  99.59%
# Correctly spam:      34931  62.25%
# False positives:       228  0.41%
# False negatives:     21180  37.75%
# TCR(l=50): 1.722253  SpamRecall: 62.253%  SpamPrec: 99.352%

##### 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:     179643  39.92%
# False positives:      1867  0.42%
# False negatives:    270341  60.08%
# TCR(l=50): 1.237270  SpamRecall: 39.922%  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:      22384  39.89%
# False positives:       264  0.48%
# False negatives:     33727  60.11%
# TCR(l=50): 1.195708  SpamRecall: 39.892%  SpamPrec: 98.834%