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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144619  46.689%  (97.811% of non-spam corpus)
# Correctly spam:     120035  38.752%  (74.145% of spam corpus)
# False positives:      3236  1.045%  (2.189% of nonspam, 106321 weighted)
# False negatives:     41858  13.514%  (25.855% of spam, 103725 weighted)
# Average score for spam:  11.2    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.5
# TOTAL:              309748  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18122  97.65%
# Correctly spam:      15054  73.75%
# False positives:       437  2.35%
# False negatives:      5358  26.25%
# TCR(l=50): 0.750221  SpamRecall: 73.751%  SpamPrec: 97.179%

##### 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: 144289  97.59%
# Correctly spam:      58133  35.91%
# False positives:      3566  2.41%
# False negatives:    103760  64.09%
# TCR(l=50): 0.573967  SpamRecall: 35.908%  SpamPrec: 94.220%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18124  97.66%
# Correctly spam:       7406  36.28%
# False positives:       435  2.34%
# False negatives:     13006  63.72%
# TCR(l=50): 0.587294  SpamRecall: 36.283%  SpamPrec: 94.452%