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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144017  35.126%  (98.755% of non-spam corpus)
# Correctly spam:     255070  62.212%  (96.556% of spam corpus)
# False positives:      1815  0.443%  (1.245% of nonspam, 108601 weighted)
# False negatives:      9097  2.219%  (3.444% of spam,  22702 weighted)
# Average score for spam:  13.4    nonspam: -0.2
# Average for false-pos:   6.6  false-neg: 2.5
# TOTAL:              409999  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18066  98.75%
# Correctly spam:      31899  96.55%
# False positives:       229  1.25%
# False negatives:      1139  3.45%
# TCR(l=50): 2.624355  SpamRecall: 96.552%  SpamPrec: 99.287%

##### 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: 145190  99.56%
# Correctly spam:     169890  64.31%
# False positives:       642  0.44%
# False negatives:     94277  35.69%
# TCR(l=50): 2.090309  SpamRecall: 64.312%  SpamPrec: 99.624%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18214  99.56%
# Correctly spam:      21266  64.37%
# False positives:        81  0.44%
# False negatives:     11772  35.63%
# TCR(l=50): 2.088105  SpamRecall: 64.368%  SpamPrec: 99.621%