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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167588  38.524%  (96.090% of non-spam corpus)
# Correctly spam:     135661  31.185%  (52.054% of spam corpus)
# False positives:      6819  1.567%  (3.910% of nonspam, 320004 weighted)
# False negatives:    124956  28.724%  (47.946% of spam, 305524 weighted)
# Average score for spam:  8.5    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              435024  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20991  95.80%
# Correctly spam:      16995  52.19%
# False positives:       921  4.20%
# False negatives:     15566  47.81%
# TCR(l=50): 0.528450  SpamRecall: 52.194%  SpamPrec: 94.859%

##### 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: 168603  96.67%
# Correctly spam:      60800  23.33%
# False positives:      5804  3.33%
# False negatives:    199817  76.67%
# TCR(l=50): 0.531853  SpamRecall: 23.329%  SpamPrec: 91.286%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21141  96.48%
# Correctly spam:       7529  23.12%
# False positives:       771  3.52%
# False negatives:     25032  76.88%
# TCR(l=50): 0.512110  SpamRecall: 23.123%  SpamPrec: 90.711%