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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 386032  36.739%  (99.403% of non-spam corpus)
# Correctly spam:     528400  50.288%  (79.772% of spam corpus)
# False positives:      2320  0.221%  (0.597% of nonspam, 114731 weighted)
# False negatives:    133989  12.752%  (20.228% of spam, 293756 weighted)
# Average score for spam:  10.0    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              1050741  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48123  99.43%
# Correctly spam:      66139  80.03%
# False positives:       278  0.57%
# False negatives:     16499  19.97%
# TCR(l=50): 2.718445  SpamRecall: 80.035%  SpamPrec: 99.581%

##### 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: 375057  96.58%
# Correctly spam:     279683  42.22%
# False positives:     13295  3.42%
# False negatives:    382706  57.78%
# TCR(l=50): 0.632379  SpamRecall: 42.223%  SpamPrec: 95.462%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  46726  96.54%
# Correctly spam:      34739  42.04%
# False positives:      1675  3.46%
# False negatives:     47899  57.96%
# TCR(l=50): 0.627715  SpamRecall: 42.038%  SpamPrec: 95.400%