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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 146024  31.727%  (97.417% of non-spam corpus)
# Correctly spam:     140254  30.474%  (45.192% of spam corpus)
# False positives:      3872  0.841%  (2.583% of nonspam, 239304 weighted)
# False negatives:    170095  36.957%  (54.808% of spam, 458735 weighted)
# Average score for spam:  8.5    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.7
# TOTAL:              460245  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18327  97.41%
# Correctly spam:      17419  44.99%
# False positives:       488  2.59%
# False negatives:     21300  55.01%
# TCR(l=50): 0.847243  SpamRecall: 44.988%  SpamPrec: 97.275%

##### 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: 146290  97.59%
# Correctly spam:      74030  23.85%
# False positives:      3606  2.41%
# False negatives:    236319  76.15%
# TCR(l=50): 0.744923  SpamRecall: 23.854%  SpamPrec: 95.355%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18385  97.71%
# Correctly spam:       9180  23.71%
# False positives:       430  2.29%
# False negatives:     29539  76.29%
# TCR(l=50): 0.758616  SpamRecall: 23.709%  SpamPrec: 95.525%