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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169670  41.981%  (99.512% of non-spam corpus)
# Correctly spam:     143065  35.398%  (61.229% of spam corpus)
# False positives:       832  0.206%  (0.488% of nonspam,  42768 weighted)
# False negatives:     90591  22.415%  (38.771% of spam, 158134 weighted)
# Average score for spam:  6.2    nonspam: 0.5
# Average for false-pos:   7.5  false-neg: 1.7
# TOTAL:              404158  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21358  99.49%
# Correctly spam:      17849  61.00%
# False positives:       110  0.51%
# False negatives:     11410  39.00%
# TCR(l=50): 1.730278  SpamRecall: 61.003%  SpamPrec: 99.387%

##### 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: 165622  97.14%
# Correctly spam:      79691  34.11%
# False positives:      4880  2.86%
# False negatives:    153965  65.89%
# TCR(l=50): 0.587127  SpamRecall: 34.106%  SpamPrec: 94.230%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20805  96.91%
# Correctly spam:       9957  34.03%
# False positives:       663  3.09%
# False negatives:     19302  65.97%
# TCR(l=50): 0.557824  SpamRecall: 34.031%  SpamPrec: 93.757%