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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 297654  55.370%  (99.678% of non-spam corpus)
# Correctly spam:     196391  36.533%  (82.185% of spam corpus)
# False positives:       961  0.179%  (0.322% of nonspam,  54895 weighted)
# False negatives:     42571  7.919%  (17.815% of spam,  79537 weighted)
# Average score for spam:  16.9    nonspam: -0.9
# Average for false-pos:   7.1  false-neg: 1.9
# TOTAL:              537577  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37135  99.64%
# Correctly spam:      24696  82.58%
# False positives:       133  0.36%
# False negatives:      5210  17.42%
# TCR(l=50): 2.521585  SpamRecall: 82.579%  SpamPrec: 99.464%

##### 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: 297729  99.70%
# Correctly spam:     161641  67.64%
# False positives:       886  0.30%
# False negatives:     77321  32.36%
# TCR(l=50): 1.964809  SpamRecall: 67.643%  SpamPrec: 99.455%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37144  99.67%
# Correctly spam:      20411  68.25%
# False positives:       124  0.33%
# False negatives:      9495  31.75%
# TCR(l=50): 1.905448  SpamRecall: 68.251%  SpamPrec: 99.396%