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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 123052  21.985%  (99.586% of non-spam corpus)
# Correctly spam:     434311  77.597%  (99.581% of spam corpus)
# False positives:       512  0.091%  (0.414% of nonspam, 118923 weighted)
# False negatives:      1827  0.326%  (0.419% of spam,   5341 weighted)
# Average score for spam:  22.7    nonspam: -1.2
# Average for false-pos:   6.6  false-neg: 2.9
# TOTAL:              559702  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15444  99.57%
# Correctly spam:      54134  99.57%
# False positives:        66  0.43%
# False negatives:       235  0.43%
# TCR(l=50): 15.380198  SpamRecall: 99.568%  SpamPrec: 99.878%

##### 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: 122948  99.50%
# Correctly spam:     415829  95.34%
# False positives:       616  0.50%
# False negatives:     20309  4.66%
# TCR(l=50): 8.533487  SpamRecall: 95.343%  SpamPrec: 99.852%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15418  99.41%
# Correctly spam:      51791  95.26%
# False positives:        92  0.59%
# False negatives:      2578  4.74%
# TCR(l=50): 7.574394  SpamRecall: 95.258%  SpamPrec: 99.823%