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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 390701  48.108%  (99.857% of non-spam corpus)
# Correctly spam:     388750  47.868%  (92.367% of spam corpus)
# False positives:       558  0.069%  (0.143% of nonspam,  53103 weighted)
# False negatives:     32126  3.956%  (7.633% of spam,  73377 weighted)
# Average score for spam:  16.8    nonspam: -2.0
# Average for false-pos:   8.8  false-neg: 2.3
# TOTAL:              812135  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48720  99.86%
# Correctly spam:      48497  92.49%
# False positives:        70  0.14%
# False negatives:      3939  7.51%
# TCR(l=50): 7.048797  SpamRecall: 92.488%  SpamPrec: 99.856%

##### 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: 389484  99.55%
# Correctly spam:     332116  78.91%
# False positives:      1775  0.45%
# False negatives:     88760  21.09%
# TCR(l=50): 2.370999  SpamRecall: 78.911%  SpamPrec: 99.468%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48542  99.49%
# Correctly spam:      41420  78.99%
# False positives:       248  0.51%
# False negatives:     11016  21.01%
# TCR(l=50): 2.239324  SpamRecall: 78.992%  SpamPrec: 99.405%