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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166810  21.220%  (96.234% of non-spam corpus)
# Correctly spam:     517301  65.806%  (84.422% of spam corpus)
# False positives:      6528  0.830%  (3.766% of nonspam, 723815 weighted)
# False negatives:     95458  12.143%  (15.578% of spam, 280284 weighted)
# Average score for spam:  10.8    nonspam: 1.0
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              786097  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20881  95.88%
# Correctly spam:      64578  84.36%
# False positives:       897  4.12%
# False negatives:     11969  15.64%
# TCR(l=50): 1.347208  SpamRecall: 84.364%  SpamPrec: 98.630%

##### 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: 167507  96.64%
# Correctly spam:      66201  10.80%
# False positives:      5831  3.36%
# False negatives:    546558  89.20%
# TCR(l=50): 0.731122  SpamRecall: 10.804%  SpamPrec: 91.905%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21021  96.52%
# Correctly spam:       8094  10.57%
# False positives:       757  3.48%
# False negatives:     68453  89.43%
# TCR(l=50): 0.720083  SpamRecall: 10.574%  SpamPrec: 91.447%