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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 640140  43.083%  (99.878% of non-spam corpus)
# Correctly spam:     783150  52.708%  (92.690% of spam corpus)
# False positives:       783  0.053%  (0.122% of nonspam,  63441 weighted)
# False negatives:     61759  4.157%  (7.310% of spam, 112186 weighted)
# Average score for spam:  16.7    nonspam: -2.2
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              1485832  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79868  99.85%
# Correctly spam:      97619  92.69%
# False positives:       117  0.15%
# False negatives:      7704  7.31%
# TCR(l=50): 7.770621  SpamRecall: 92.685%  SpamPrec: 99.880%

##### 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: 638858  99.68%
# Correctly spam:     569079  67.35%
# False positives:      2065  0.32%
# False negatives:    275830  32.65%
# TCR(l=50): 2.228841  SpamRecall: 67.354%  SpamPrec: 99.638%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79720  99.67%
# Correctly spam:      70846  67.27%
# False positives:       265  0.33%
# False negatives:     34477  32.73%
# TCR(l=50): 2.206780  SpamRecall: 67.265%  SpamPrec: 99.627%