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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155691  35.468%  (99.568% of non-spam corpus)
# Correctly spam:     279494  63.671%  (98.902% of spam corpus)
# False positives:       675  0.154%  (0.432% of nonspam,  92150 weighted)
# False negatives:      3104  0.707%  (1.098% of spam,   5447 weighted)
# Average score for spam:  30.6    nonspam: -1.9
# Average for false-pos:   7.6  false-neg: 1.8
# TOTAL:              438964  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19597  99.64%
# Correctly spam:      34939  98.83%
# False positives:        70  0.36%
# False negatives:       412  1.17%
# TCR(l=50): 9.036554  SpamRecall: 98.835%  SpamPrec: 99.800%

##### 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: 156153  99.86%
# Correctly spam:     275989  97.66%
# False positives:       213  0.14%
# False negatives:      6609  2.34%
# TCR(l=50): 16.373950  SpamRecall: 97.661%  SpamPrec: 99.923%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19643  99.88%
# Correctly spam:      34519  97.65%
# False positives:        24  0.12%
# False negatives:       832  2.35%
# TCR(l=50): 17.397146  SpamRecall: 97.646%  SpamPrec: 99.931%