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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 330985  48.214%  (99.691% of non-spam corpus)
# Correctly spam:     320228  46.647%  (90.338% of spam corpus)
# False positives:      1025  0.149%  (0.309% of nonspam,  75507 weighted)
# False negatives:     34248  4.989%  (9.662% of spam,  64400 weighted)
# Average score for spam:  18.2    nonspam: -0.7
# Average for false-pos:   6.9  false-neg: 1.9
# TOTAL:              686486  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41217  99.63%
# Correctly spam:      39931  90.39%
# False positives:       154  0.37%
# False negatives:      4246  9.61%
# TCR(l=50): 3.698058  SpamRecall: 90.389%  SpamPrec: 99.616%

##### 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: 331090  99.72%
# Correctly spam:     274486  77.43%
# False positives:       920  0.28%
# False negatives:     79990  22.57%
# TCR(l=50): 2.813525  SpamRecall: 77.434%  SpamPrec: 99.666%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41239  99.68%
# Correctly spam:      34167  77.34%
# False positives:       132  0.32%
# False negatives:     10010  22.66%
# TCR(l=50): 2.659663  SpamRecall: 77.341%  SpamPrec: 99.615%