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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 213513  19.970%  (97.608% of non-spam corpus)
# Correctly spam:     453669  42.431%  (53.345% of spam corpus)
# False positives:      5233  0.489%  (2.392% of nonspam, 593166 weighted)
# False negatives:    396779  37.110%  (46.655% of spam, 902461 weighted)
# Average score for spam:  5.5    nonspam: 1.2
# Average for false-pos:   5.8  false-neg: 2.3
# TOTAL:              1069194  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26740  97.68%
# Correctly spam:      56760  53.53%
# False positives:       636  2.32%
# False negatives:     49271  46.47%
# TCR(l=50): 1.307878  SpamRecall: 53.532%  SpamPrec: 98.892%

##### 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: 213835  97.75%
# Correctly spam:     377464  44.38%
# False positives:      4911  2.25%
# False negatives:    472984  55.62%
# TCR(l=50): 1.183588  SpamRecall: 44.384%  SpamPrec: 98.716%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26794  97.87%
# Correctly spam:      47017  44.34%
# False positives:       582  2.13%
# False negatives:     59014  55.66%
# TCR(l=50): 1.203339  SpamRecall: 44.343%  SpamPrec: 98.777%