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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180285  34.303%  (99.202% of non-spam corpus)
# Correctly spam:     253791  48.289%  (73.813% of spam corpus)
# False positives:      1451  0.276%  (0.798% of nonspam, 174434 weighted)
# False negatives:     90040  17.132%  (26.187% of spam, 235443 weighted)
# Average score for spam:  13.5    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              525567  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22635  99.19%
# Correctly spam:      31497  73.47%
# False positives:       185  0.81%
# False negatives:     11373  26.53%
# TCR(l=50): 2.078747  SpamRecall: 73.471%  SpamPrec: 99.416%

##### 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: 180775  99.47%
# Correctly spam:     185105  53.84%
# False positives:       961  0.53%
# False negatives:    158726  46.16%
# TCR(l=50): 1.662819  SpamRecall: 53.836%  SpamPrec: 99.484%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22696  99.46%
# Correctly spam:      22959  53.55%
# False positives:       124  0.54%
# False negatives:     19911  46.45%
# TCR(l=50): 1.641837  SpamRecall: 53.555%  SpamPrec: 99.463%