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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178597  36.998%  (99.200% of non-spam corpus)
# Correctly spam:     210862  43.682%  (69.663% of spam corpus)
# False positives:      1441  0.299%  (0.800% of nonspam, 156637 weighted)
# False negatives:     91825  19.022%  (30.337% of spam, 240227 weighted)
# Average score for spam:  19.6    nonspam: -0.3
# Average for false-pos:   6.5  false-neg: 2.6
# TOTAL:              482725  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22412  99.16%
# Correctly spam:      26231  69.43%
# False positives:       189  0.84%
# False negatives:     11550  30.57%
# TCR(l=50): 1.799095  SpamRecall: 69.429%  SpamPrec: 99.285%

##### 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: 178930  99.38%
# Correctly spam:     186976  61.77%
# False positives:      1108  0.62%
# False negatives:    115711  38.23%
# TCR(l=50): 1.768951  SpamRecall: 61.772%  SpamPrec: 99.411%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22453  99.35%
# Correctly spam:      23180  61.35%
# False positives:       148  0.65%
# False negatives:     14601  38.65%
# TCR(l=50): 1.717240  SpamRecall: 61.354%  SpamPrec: 99.366%