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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 357453  82.617%  (98.896% of non-spam corpus)
# Correctly spam:      41631  9.622%  (58.454% of spam corpus)
# False positives:      3990  0.922%  (1.104% of nonspam,  89448 weighted)
# False negatives:     29589  6.839%  (41.546% of spam,  32654 weighted)
# Average score for spam:  10.2    nonspam: -0.5
# Average for false-pos:   11.4  false-neg: 1.1
# TOTAL:              432663  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44520  98.89%
# Correctly spam:       5234  58.30%
# False positives:       499  1.11%
# False negatives:      3744  41.70%
# TCR(l=50): 0.312888  SpamRecall: 58.298%  SpamPrec: 91.296%

##### 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: 358187  99.10%
# Correctly spam:      33832  47.50%
# False positives:      3256  0.90%
# False negatives:     37388  52.50%
# TCR(l=50): 0.355766  SpamRecall: 47.504%  SpamPrec: 91.221%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44619  99.11%
# Correctly spam:       4257  47.42%
# False positives:       400  0.89%
# False negatives:      4721  52.58%
# TCR(l=50): 0.363173  SpamRecall: 47.416%  SpamPrec: 91.411%