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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156581  37.498%  (99.578% of non-spam corpus)
# Correctly spam:     257269  61.610%  (98.824% of spam corpus)
# False positives:       663  0.159%  (0.422% of nonspam,  66327 weighted)
# False negatives:      3062  0.733%  (1.176% of spam,   6026 weighted)
# Average score for spam:  30.8    nonspam: -1.6
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              417575  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19697  99.54%
# Correctly spam:      32116  98.74%
# False positives:        91  0.46%
# False negatives:       411  1.26%
# TCR(l=50): 6.556541  SpamRecall: 98.736%  SpamPrec: 99.717%

##### 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: 157038  99.87%
# Correctly spam:     253064  97.21%
# False positives:       206  0.13%
# False negatives:      7267  2.79%
# TCR(l=50): 14.819320  SpamRecall: 97.209%  SpamPrec: 99.919%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19760  99.86%
# Correctly spam:      31559  97.02%
# False positives:        28  0.14%
# False negatives:       968  2.98%
# TCR(l=50): 13.736064  SpamRecall: 97.024%  SpamPrec: 99.911%