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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155728  48.075%  (97.657% of non-spam corpus)
# Correctly spam:     145552  44.934%  (88.503% of spam corpus)
# False positives:      3736  1.153%  (2.343% of nonspam, 124093 weighted)
# False negatives:     18908  5.837%  (11.497% of spam,  44973 weighted)
# Average score for spam:  12.6    nonspam: 0.5
# Average for false-pos:   6.4  false-neg: 2.4
# TOTAL:              323924  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19594  97.54%
# Correctly spam:      18384  88.77%
# False positives:       495  2.46%
# False negatives:      2325  11.23%
# TCR(l=50): 0.764875  SpamRecall: 88.773%  SpamPrec: 97.378%

##### 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: 157529  98.79%
# Correctly spam:      82710  50.29%
# False positives:      1935  1.21%
# False negatives:     81750  49.71%
# TCR(l=50): 0.921345  SpamRecall: 50.292%  SpamPrec: 97.714%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19838  98.75%
# Correctly spam:      10435  50.39%
# False positives:       251  1.25%
# False negatives:     10274  49.61%
# TCR(l=50): 0.907334  SpamRecall: 50.389%  SpamPrec: 97.651%