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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150012  46.986%  (99.612% of non-spam corpus)
# Correctly spam:     137768  43.151%  (81.678% of spam corpus)
# False positives:       585  0.183%  (0.388% of nonspam,  39516 weighted)
# False negatives:     30904  9.680%  (18.322% of spam,  73652 weighted)
# Average score for spam:  12.9    nonspam: -0.2
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              319269  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18855  99.61%
# Correctly spam:      17224  81.04%
# False positives:        74  0.39%
# False negatives:      4029  18.96%
# TCR(l=50): 2.749774  SpamRecall: 81.043%  SpamPrec: 99.572%

##### 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: 149576  99.32%
# Correctly spam:      86476  51.27%
# False positives:      1021  0.68%
# False negatives:     82196  48.73%
# TCR(l=50): 1.265869  SpamRecall: 51.269%  SpamPrec: 98.833%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18799  99.31%
# Correctly spam:      10892  51.25%
# False positives:       130  0.69%
# False negatives:     10361  48.75%
# TCR(l=50): 1.260483  SpamRecall: 51.249%  SpamPrec: 98.821%