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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152507  44.285%  (97.650% of non-spam corpus)
# Correctly spam:      73658  21.389%  (39.138% of spam corpus)
# False positives:      3670  1.066%  (2.350% of nonspam, 130047 weighted)
# False negatives:    114541  33.260%  (60.862% of spam, 432333 weighted)
# Average score for spam:  5.9    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.8
# TOTAL:              344376  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19118  97.35%
# Correctly spam:       9230  39.09%
# False positives:       520  2.65%
# False negatives:     14380  60.91%
# TCR(l=50): 0.584695  SpamRecall: 39.094%  SpamPrec: 94.667%

##### 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: 152302  97.52%
# Correctly spam:      51254  27.23%
# False positives:      3875  2.48%
# False negatives:    136945  72.77%
# TCR(l=50): 0.569101  SpamRecall: 27.234%  SpamPrec: 92.971%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19109  97.31%
# Correctly spam:       6457  27.35%
# False positives:       529  2.69%
# False negatives:     17153  72.65%
# TCR(l=50): 0.541477  SpamRecall: 27.349%  SpamPrec: 92.428%