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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 125085  49.020%  (96.600% of non-spam corpus)
# Correctly spam:      84522  33.124%  (67.250% of spam corpus)
# False positives:      4402  1.725%  (3.400% of nonspam, 138126 weighted)
# False negatives:     41161  16.131%  (32.750% of spam, 108085 weighted)
# Average score for spam:  7.8    nonspam: 1.1
# Average for false-pos:   6.5  false-neg: 2.6
# TOTAL:              255170  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15688  96.47%
# Correctly spam:      10689  67.80%
# False positives:       574  3.53%
# False negatives:      5077  32.20%
# TCR(l=50): 0.466767  SpamRecall: 67.798%  SpamPrec: 94.904%

##### 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: 124844  96.41%
# Correctly spam:      56396  44.87%
# False positives:      4643  3.59%
# False negatives:     69287  55.13%
# TCR(l=50): 0.416946  SpamRecall: 44.872%  SpamPrec: 92.393%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15666  96.34%
# Correctly spam:       7111  45.10%
# False positives:       596  3.66%
# False negatives:      8655  54.90%
# TCR(l=50): 0.409986  SpamRecall: 45.103%  SpamPrec: 92.267%