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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 570744  33.521%  (99.649% of non-spam corpus)
# Correctly spam:     959598  56.359%  (84.928% of spam corpus)
# False positives:      2012  0.118%  (0.351% of nonspam, 117081 weighted)
# False negatives:    170300  10.002%  (15.072% of spam, 431461 weighted)
# Average score for spam:  13.7    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              1702654  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  71180  99.57%
# Correctly spam:     120012  85.13%
# False positives:       306  0.43%
# False negatives:     20971  14.87%
# TCR(l=50): 3.886934  SpamRecall: 85.125%  SpamPrec: 99.746%

##### 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: 557173  97.28%
# Correctly spam:     540473  47.83%
# False positives:     15583  2.72%
# False negatives:    589425  52.17%
# TCR(l=50): 0.825602  SpamRecall: 47.834%  SpamPrec: 97.198%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69557  97.30%
# Correctly spam:      67378  47.79%
# False positives:      1929  2.70%
# False negatives:     73605  52.21%
# TCR(l=50): 0.829044  SpamRecall: 47.792%  SpamPrec: 97.217%