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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 331479  46.542%  (97.603% of non-spam corpus)
# Correctly spam:     131102  18.408%  (35.186% of spam corpus)
# False positives:      8141  1.143%  (2.397% of nonspam, 266308 weighted)
# False negatives:    241498  33.908%  (64.814% of spam, 549445 weighted)
# Average score for spam:  5.4    nonspam: 1.0
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              712220  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41329  97.65%
# Correctly spam:      16281  35.08%
# False positives:       995  2.35%
# False negatives:     30126  64.92%
# TCR(l=50): 0.580988  SpamRecall: 35.083%  SpamPrec: 94.241%

##### 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: 331934  97.74%
# Correctly spam:     101493  27.24%
# False positives:      7686  2.26%
# False negatives:    271107  72.76%
# TCR(l=50): 0.568502  SpamRecall: 27.239%  SpamPrec: 92.960%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41380  97.77%
# Correctly spam:      12592  27.13%
# False positives:       944  2.23%
# False negatives:     33815  72.87%
# TCR(l=50): 0.572820  SpamRecall: 27.134%  SpamPrec: 93.026%