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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185236  27.055%  (96.302% of non-spam corpus)
# Correctly spam:     454848  66.435%  (92.392% of spam corpus)
# False positives:      7114  1.039%  (3.698% of nonspam, 570863 weighted)
# False negatives:     37455  5.471%  (7.608% of spam, 116894 weighted)
# Average score for spam:  11.4    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.1
# TOTAL:              684653  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23166  96.03%
# Correctly spam:      56780  92.36%
# False positives:       958  3.97%
# False negatives:      4694  7.64%
# TCR(l=50): 1.168841  SpamRecall: 92.364%  SpamPrec: 98.341%

##### 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: 186097  96.75%
# Correctly spam:     106348  21.60%
# False positives:      6253  3.25%
# False negatives:    385955  78.40%
# TCR(l=50): 0.704694  SpamRecall: 21.602%  SpamPrec: 94.447%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23306  96.61%
# Correctly spam:      13282  21.61%
# False positives:       818  3.39%
# False negatives:     48192  78.39%
# TCR(l=50): 0.690006  SpamRecall: 21.606%  SpamPrec: 94.199%