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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134992  26.583%  (99.515% of non-spam corpus)
# Correctly spam:     368610  72.587%  (99.044% of spam corpus)
# False positives:       658  0.130%  (0.485% of nonspam, 110141 weighted)
# False negatives:      3558  0.701%  (0.956% of spam,   6560 weighted)
# Average score for spam:  30.1    nonspam: -0.9
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              507818  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16912  99.59%
# Correctly spam:      45944  99.12%
# False positives:        70  0.41%
# False negatives:       406  0.88%
# TCR(l=50): 11.866359  SpamRecall: 99.124%  SpamPrec: 99.848%

##### 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: 135478  99.87%
# Correctly spam:     365128  98.11%
# False positives:       172  0.13%
# False negatives:      7040  1.89%
# TCR(l=50): 23.795908  SpamRecall: 98.108%  SpamPrec: 99.953%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16966  99.91%
# Correctly spam:      45512  98.19%
# False positives:        16  0.09%
# False negatives:       838  1.81%
# TCR(l=50): 28.296703  SpamRecall: 98.192%  SpamPrec: 99.965%