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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156761  26.126%  (97.728% of non-spam corpus)
# Correctly spam:     344597  57.430%  (78.385% of spam corpus)
# False positives:      3645  0.607%  (2.272% of nonspam, 303615 weighted)
# False negatives:     95025  15.837%  (21.615% of spam, 275572 weighted)
# Average score for spam:  6.1    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 2.9
# TOTAL:              600028  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19776  97.82%
# Correctly spam:      42825  78.14%
# False positives:       440  2.18%
# False negatives:     11980  21.86%
# TCR(l=50): 1.612861  SpamRecall: 78.141%  SpamPrec: 98.983%

##### 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: 157078  97.93%
# Correctly spam:     340252  77.40%
# False positives:      3328  2.07%
# False negatives:     99370  22.60%
# TCR(l=50): 1.654145  SpamRecall: 77.396%  SpamPrec: 99.031%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19811  98.00%
# Correctly spam:      42251  77.09%
# False positives:       405  2.00%
# False negatives:     12554  22.91%
# TCR(l=50): 1.670680  SpamRecall: 77.093%  SpamPrec: 99.051%