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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154435  45.740%  (99.672% of non-spam corpus)
# Correctly spam:     180844  53.562%  (98.988% of spam corpus)
# False positives:       508  0.150%  (0.328% of nonspam,  36801 weighted)
# False negatives:      1848  0.547%  (1.012% of spam,   5836 weighted)
# Average score for spam:  23.1    nonspam: -1.1
# Average for false-pos:   6.1  false-neg: 3.2
# TOTAL:              337635  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19425  99.61%
# Correctly spam:      22733  99.05%
# False positives:        76  0.39%
# False negatives:       219  0.95%
# TCR(l=50): 5.710873  SpamRecall: 99.046%  SpamPrec: 99.667%

##### 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: 154764  99.88%
# Correctly spam:     173278  94.85%
# False positives:       179  0.12%
# False negatives:      9414  5.15%
# TCR(l=50): 9.948377  SpamRecall: 94.847%  SpamPrec: 99.897%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19478  99.88%
# Correctly spam:      21725  94.65%
# False positives:        23  0.12%
# False negatives:      1227  5.35%
# TCR(l=50): 9.655869  SpamRecall: 94.654%  SpamPrec: 99.894%