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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 676805  54.319%  (99.814% of non-spam corpus)
# Correctly spam:     486604  39.054%  (85.684% of spam corpus)
# False positives:      1260  0.101%  (0.186% of nonspam,  66520 weighted)
# False negatives:     81304  6.525%  (14.316% of spam, 140335 weighted)
# Average score for spam:  16.4    nonspam: -2.6
# Average for false-pos:   6.3  false-neg: 1.7
# TOTAL:              1245973  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84437  99.83%
# Correctly spam:      60784  85.75%
# False positives:       144  0.17%
# False negatives:     10097  14.25%
# TCR(l=50): 4.097878  SpamRecall: 85.755%  SpamPrec: 99.764%

##### 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: 676004  99.70%
# Correctly spam:     388348  68.38%
# False positives:      2061  0.30%
# False negatives:    179560  31.62%
# TCR(l=50): 2.009511  SpamRecall: 68.382%  SpamPrec: 99.472%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  84312  99.68%
# Correctly spam:      48412  68.30%
# False positives:       269  0.32%
# False negatives:     22469  31.70%
# TCR(l=50): 1.973357  SpamRecall: 68.300%  SpamPrec: 99.447%