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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167672  21.343%  (99.269% of non-spam corpus)
# Correctly spam:     582439  74.140%  (94.447% of spam corpus)
# False positives:      1235  0.157%  (0.731% of nonspam, 299438 weighted)
# False negatives:     34243  4.359%  (5.553% of spam,  89089 weighted)
# Average score for spam:  10.0    nonspam: -0.6
# Average for false-pos:   6.6  false-neg: 2.6
# TOTAL:              785589  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21113  99.22%
# Correctly spam:      72789  94.49%
# False positives:       166  0.78%
# False negatives:      4242  5.51%
# TCR(l=50): 6.141843  SpamRecall: 94.493%  SpamPrec: 99.772%

##### 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: 168089  99.52%
# Correctly spam:     274130  44.45%
# False positives:       818  0.48%
# False negatives:    342552  55.55%
# TCR(l=50): 1.608238  SpamRecall: 44.452%  SpamPrec: 99.702%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21179  99.53%
# Correctly spam:      34201  44.40%
# False positives:       100  0.47%
# False negatives:     42830  55.60%
# TCR(l=50): 1.610516  SpamRecall: 44.399%  SpamPrec: 99.708%