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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 120479  38.103%  (97.462% of non-spam corpus)
# Correctly spam:     142190  44.969%  (73.834% of spam corpus)
# False positives:      3137  0.992%  (2.538% of nonspam, 143697 weighted)
# False negatives:     50391  15.937%  (26.166% of spam, 139047 weighted)
# Average score for spam:  19.0    nonspam: 0.9
# Average for false-pos:   5.9  false-neg: 2.8
# TOTAL:              316197  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15056  97.05%
# Correctly spam:      17902  74.15%
# False positives:       457  2.95%
# False negatives:      6241  25.85%
# TCR(l=50): 0.829913  SpamRecall: 74.150%  SpamPrec: 97.511%

##### 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: 120073  97.13%
# Correctly spam:     108956  56.58%
# False positives:      3543  2.87%
# False negatives:     83625  43.42%
# TCR(l=50): 0.738495  SpamRecall: 56.577%  SpamPrec: 96.851%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15028  96.87%
# Correctly spam:      13588  56.28%
# False positives:       485  3.13%
# False negatives:     10555  43.72%
# TCR(l=50): 0.693665  SpamRecall: 56.281%  SpamPrec: 96.554%