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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 230462  20.641%  (97.751% of non-spam corpus)
# Correctly spam:     488462  43.749%  (55.460% of spam corpus)
# False positives:      5303  0.475%  (2.249% of nonspam, 581487 weighted)
# False negatives:    392286  35.135%  (44.540% of spam, 889246 weighted)
# Average score for spam:  5.8    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              1116513  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28855  97.77%
# Correctly spam:      61107  55.58%
# False positives:       658  2.23%
# False negatives:     48830  44.42%
# TCR(l=50): 1.345124  SpamRecall: 55.584%  SpamPrec: 98.935%

##### 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: 230850  97.92%
# Correctly spam:     371496  42.18%
# False positives:      4915  2.08%
# False negatives:    509252  57.82%
# TCR(l=50): 1.166551  SpamRecall: 42.180%  SpamPrec: 98.694%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28926  98.01%
# Correctly spam:      46382  42.19%
# False positives:       587  1.99%
# False negatives:     63555  57.81%
# TCR(l=50): 1.183327  SpamRecall: 42.190%  SpamPrec: 98.750%