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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 443522  49.552%  (99.604% of non-spam corpus)
# Correctly spam:     279184  31.191%  (62.071% of spam corpus)
# False positives:      1765  0.197%  (0.396% of nonspam, 104897 weighted)
# False negatives:    170601  19.060%  (37.929% of spam, 311786 weighted)
# Average score for spam:  9.5    nonspam: -0.3
# Average for false-pos:   5.9  false-neg: 1.8
# TOTAL:              895072  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  55287  99.60%
# Correctly spam:      34951  62.32%
# False positives:       223  0.40%
# False negatives:     21131  37.68%
# TCR(l=50): 1.737307  SpamRecall: 62.321%  SpamPrec: 99.366%

##### 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:     179201  39.84%
# False positives:      1867  0.42%
# False negatives:    270584  60.16%
# TCR(l=50): 1.235897  SpamRecall: 39.841%  SpamPrec: 98.969%
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:      22396  39.93%
# False positives:       264  0.48%
# False negatives:     33686  60.07%
# TCR(l=50): 1.196135  SpamRecall: 39.934%  SpamPrec: 98.835%