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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177121  35.994%  (98.842% of non-spam corpus)
# Correctly spam:     262807  53.408%  (83.996% of spam corpus)
# False positives:      2076  0.422%  (1.159% of nonspam, 299081 weighted)
# False negatives:     50074  10.176%  (16.004% of spam, 118684 weighted)
# Average score for spam:  11.2    nonspam: -1.0
# Average for false-pos:   8.3  false-neg: 2.4
# TOTAL:              492078  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22259  98.88%
# Correctly spam:      32762  83.92%
# False positives:       253  1.12%
# False negatives:      6277  16.08%
# TCR(l=50): 2.062609  SpamRecall: 83.921%  SpamPrec: 99.234%

##### 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: 177948  99.30%
# Correctly spam:     134056  42.85%
# False positives:      1249  0.70%
# False negatives:    178825  57.15%
# TCR(l=50): 1.296782  SpamRecall: 42.846%  SpamPrec: 99.077%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22369  99.36%
# Correctly spam:      16821  43.09%
# False positives:       143  0.64%
# False negatives:     22218  56.91%
# TCR(l=50): 1.329304  SpamRecall: 43.088%  SpamPrec: 99.157%