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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 434741  38.785%  (99.574% of non-spam corpus)
# Correctly spam:     509864  45.486%  (74.508% of spam corpus)
# False positives:      1862  0.166%  (0.426% of nonspam, 179195 weighted)
# False negatives:    174446  15.563%  (25.492% of spam, 383338 weighted)
# Average score for spam:  11.1    nonspam: -0.5
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              1120913  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54195  99.58%
# Correctly spam:      63539  74.45%
# False positives:       231  0.42%
# False negatives:     21811  25.55%
# TCR(l=50): 2.558377  SpamRecall: 74.445%  SpamPrec: 99.638%

##### 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: 434649  99.55%
# Correctly spam:     319004  46.62%
# False positives:      1954  0.45%
# False negatives:    365306  53.38%
# TCR(l=50): 1.477972  SpamRecall: 46.617%  SpamPrec: 99.391%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54208  99.60%
# Correctly spam:      39692  46.50%
# False positives:       218  0.40%
# False negatives:     45658  53.50%
# TCR(l=50): 1.509070  SpamRecall: 46.505%  SpamPrec: 99.454%