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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167449  50.897%  (97.464% of non-spam corpus)
# Correctly spam:      93494  28.418%  (59.479% of spam corpus)
# False positives:      4357  1.324%  (2.536% of nonspam, 118713 weighted)
# False negatives:     63693  19.360%  (40.521% of spam, 154150 weighted)
# Average score for spam:  7.8    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              328993  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21076  97.44%
# Correctly spam:      11775  59.54%
# False positives:       554  2.56%
# False negatives:      8002  40.46%
# TCR(l=50): 0.553947  SpamRecall: 59.539%  SpamPrec: 95.507%

##### 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: 168080  97.83%
# Correctly spam:      50134  31.89%
# False positives:      3726  2.17%
# False negatives:    107053  68.11%
# TCR(l=50): 0.535829  SpamRecall: 31.894%  SpamPrec: 93.082%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21167  97.86%
# Correctly spam:       6447  32.60%
# False positives:       463  2.14%
# False negatives:     13330  67.40%
# TCR(l=50): 0.542133  SpamRecall: 32.598%  SpamPrec: 93.300%