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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149159  22.609%  (99.264% of non-spam corpus)
# Correctly spam:     277756  42.101%  (54.519% of spam corpus)
# False positives:      1106  0.168%  (0.736% of nonspam, 231550 weighted)
# False negatives:    231714  35.122%  (45.481% of spam, 474364 weighted)
# Average score for spam:  15.6    nonspam: -0.5
# Average for false-pos:   6.2  false-neg: 2.0
# TOTAL:              659735  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18744  99.27%
# Correctly spam:      34768  54.65%
# False positives:       138  0.73%
# False negatives:     28856  45.35%
# TCR(l=50): 1.779394  SpamRecall: 54.646%  SpamPrec: 99.605%

##### 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: 149882  99.75%
# Correctly spam:     174986  34.35%
# False positives:       383  0.25%
# False negatives:    334484  65.65%
# TCR(l=50): 1.440670  SpamRecall: 34.347%  SpamPrec: 99.782%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18830  99.72%
# Correctly spam:      21798  34.26%
# False positives:        52  0.28%
# False negatives:     41826  65.74%
# TCR(l=50): 1.432134  SpamRecall: 34.261%  SpamPrec: 99.762%