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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 121780  21.189%  (98.141% of non-spam corpus)
# Correctly spam:     398938  69.412%  (88.524% of spam corpus)
# False positives:      2307  0.401%  (1.859% of nonspam, 267131 weighted)
# False negatives:     51715  8.998%  (11.476% of spam, 147457 weighted)
# Average score for spam:  13.5    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 2.9
# TOTAL:              574740  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15286  98.16%
# Correctly spam:      49934  88.85%
# False positives:       287  1.84%
# False negatives:      6269  11.15%
# TCR(l=50): 2.725787  SpamRecall: 88.846%  SpamPrec: 99.429%

##### 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: 121815  98.17%
# Correctly spam:     101225  22.46%
# False positives:      2272  1.83%
# False negatives:    349428  77.54%
# TCR(l=50): 0.973274  SpamRecall: 22.462%  SpamPrec: 97.805%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15301  98.25%
# Correctly spam:      12633  22.48%
# False positives:       272  1.75%
# False negatives:     43570  77.52%
# TCR(l=50): 0.983086  SpamRecall: 22.477%  SpamPrec: 97.892%