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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180740  38.216%  (99.665% of non-spam corpus)
# Correctly spam:     257178  54.378%  (88.195% of spam corpus)
# False positives:       608  0.129%  (0.335% of nonspam,  65322 weighted)
# False negatives:     34423  7.278%  (11.805% of spam,  91843 weighted)
# Average score for spam:  15.5    nonspam: -2.3
# Average for false-pos:   6.7  false-neg: 2.7
# TOTAL:              472949  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22694  99.64%
# Correctly spam:      32194  88.40%
# False positives:        82  0.36%
# False negatives:      4223  11.60%
# TCR(l=50): 4.375466  SpamRecall: 88.404%  SpamPrec: 99.746%

##### 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: 180217  99.38%
# Correctly spam:     209190  71.74%
# False positives:      1131  0.62%
# False negatives:     82411  28.26%
# TCR(l=50): 2.098438  SpamRecall: 71.738%  SpamPrec: 99.462%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22636  99.39%
# Correctly spam:      26162  71.84%
# False positives:       140  0.61%
# False negatives:     10255  28.16%
# TCR(l=50): 2.110519  SpamRecall: 71.840%  SpamPrec: 99.468%