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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 525606  48.036%  (99.876% of non-spam corpus)
# Correctly spam:     523394  47.833%  (92.156% of spam corpus)
# False positives:       652  0.060%  (0.124% of nonspam,  47708 weighted)
# False negatives:     44549  4.071%  (7.844% of spam,  94661 weighted)
# Average score for spam:  16.4    nonspam: -2.3
# Average for false-pos:   6.8  false-neg: 2.1
# TOTAL:              1094201  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65632  99.87%
# Correctly spam:      65284  92.09%
# False positives:        83  0.13%
# False negatives:      5605  7.91%
# TCR(l=50): 7.266940  SpamRecall: 92.093%  SpamPrec: 99.873%

##### 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: 524283  99.62%
# Correctly spam:     422283  74.35%
# False positives:      1975  0.38%
# False negatives:    145660  25.65%
# TCR(l=50): 2.323731  SpamRecall: 74.353%  SpamPrec: 99.534%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65481  99.64%
# Correctly spam:      52681  74.31%
# False positives:       234  0.36%
# False negatives:     18208  25.69%
# TCR(l=50): 2.370235  SpamRecall: 74.315%  SpamPrec: 99.558%