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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143427  20.060%  (94.068% of non-spam corpus)
# Correctly spam:     329008  46.015%  (58.487% of spam corpus)
# False positives:      9044  1.265%  (5.932% of nonspam, 874810 weighted)
# False negatives:    233523  32.660%  (41.513% of spam, 512508 weighted)
# Average score for spam:  6.3    nonspam: 0.7
# Average for false-pos:   5.2  false-neg: 2.2
# TOTAL:              715002  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17998  93.91%
# Correctly spam:      41117  58.52%
# False positives:      1167  6.09%
# False negatives:     29142  41.48%
# TCR(l=50): 0.803033  SpamRecall: 58.522%  SpamPrec: 97.240%

##### 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: 150540  98.73%
# Correctly spam:     142062  25.25%
# False positives:      1931  1.27%
# False negatives:    420469  74.75%
# TCR(l=50): 1.088028  SpamRecall: 25.254%  SpamPrec: 98.659%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18949  98.87%
# Correctly spam:      17944  25.54%
# False positives:       216  1.13%
# False negatives:     52315  74.46%
# TCR(l=50): 1.113190  SpamRecall: 25.540%  SpamPrec: 98.811%

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