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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 146297  32.934%  (97.382% of non-spam corpus)
# Correctly spam:     125911  28.345%  (42.830% of spam corpus)
# False positives:      3933  0.885%  (2.618% of nonspam, 229964 weighted)
# False negatives:    168070  37.836%  (57.170% of spam, 451802 weighted)
# Average score for spam:  7.0    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.7
# TOTAL:              444211  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18414  97.58%
# Correctly spam:      15803  43.05%
# False positives:       457  2.42%
# False negatives:     20902  56.95%
# TCR(l=50): 0.838933  SpamRecall: 43.054%  SpamPrec: 97.189%

##### 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: 146593  97.58%
# Correctly spam:      63303  21.53%
# False positives:      3637  2.42%
# False negatives:    230678  78.47%
# TCR(l=50): 0.712633  SpamRecall: 21.533%  SpamPrec: 94.567%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18453  97.78%
# Correctly spam:       7925  21.59%
# False positives:       418  2.22%
# False negatives:     28780  78.41%
# TCR(l=50): 0.738829  SpamRecall: 21.591%  SpamPrec: 94.990%