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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177834  36.119%  (99.176% of non-spam corpus)
# Correctly spam:     255334  51.860%  (81.566% of spam corpus)
# False positives:      1477  0.300%  (0.824% of nonspam, 163180 weighted)
# False negatives:     57705  11.720%  (18.434% of spam, 157233 weighted)
# Average score for spam:  8.9    nonspam: -0.3
# Average for false-pos:   6.3  false-neg: 2.7
# TOTAL:              492350  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22344  99.20%
# Correctly spam:      31810  81.45%
# False positives:       181  0.80%
# False negatives:      7247  18.55%
# TCR(l=50): 2.396576  SpamRecall: 81.445%  SpamPrec: 99.434%

##### 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: 178277  99.42%
# Correctly spam:     146736  46.87%
# False positives:      1034  0.58%
# False negatives:    166303  53.13%
# TCR(l=50): 1.435939  SpamRecall: 46.875%  SpamPrec: 99.300%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22397  99.43%
# Correctly spam:      18356  47.00%
# False positives:       128  0.57%
# False negatives:     20701  53.00%
# TCR(l=50): 1.441165  SpamRecall: 46.998%  SpamPrec: 99.308%