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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 138713  45.002%  (99.534% of non-spam corpus)
# Correctly spam:     165665  53.747%  (98.101% of spam corpus)
# False positives:       649  0.211%  (0.466% of nonspam,  47487 weighted)
# False negatives:      3207  1.040%  (1.899% of spam,   4686 weighted)
# Average score for spam:  30.5    nonspam: -1.6
# Average for false-pos:   6.0  false-neg: 1.5
# TOTAL:              308234  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17376  99.52%
# Correctly spam:      20879  98.16%
# False positives:        84  0.48%
# False negatives:       391  1.84%
# TCR(l=50): 4.632978  SpamRecall: 98.162%  SpamPrec: 99.599%

##### 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: 139149  99.85%
# Correctly spam:     162687  96.34%
# False positives:       213  0.15%
# False negatives:      6185  3.66%
# TCR(l=50): 10.031007  SpamRecall: 96.337%  SpamPrec: 99.869%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17429  99.82%
# Correctly spam:      20483  96.30%
# False positives:        31  0.18%
# False negatives:       787  3.70%
# TCR(l=50): 9.101412  SpamRecall: 96.300%  SpamPrec: 99.849%