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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166350  30.041%  (94.546% of non-spam corpus)
# Correctly spam:     289038  52.197%  (76.505% of spam corpus)
# False positives:      9597  1.733%  (5.454% of nonspam, 635845 weighted)
# False negatives:     88764  16.030%  (23.495% of spam, 198255 weighted)
# Average score for spam:  6.9    nonspam: 1.1
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              553749  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20867  94.33%
# Correctly spam:      35866  76.15%
# False positives:      1254  5.67%
# False negatives:     11233  23.85%
# TCR(l=50): 0.637050  SpamRecall: 76.150%  SpamPrec: 96.622%

##### 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: 166560  94.66%
# Correctly spam:      38273  10.13%
# False positives:      9387  5.34%
# False negatives:    339529  89.87%
# TCR(l=50): 0.467069  SpamRecall: 10.130%  SpamPrec: 80.304%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20955  94.73%
# Correctly spam:       4790  10.17%
# False positives:      1166  5.27%
# False negatives:     42309  89.83%
# TCR(l=50): 0.468139  SpamRecall: 10.170%  SpamPrec: 80.423%