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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178434  36.981%  (99.213% of non-spam corpus)
# Correctly spam:     210403  43.607%  (69.519% of spam corpus)
# False positives:      1415  0.293%  (0.787% of nonspam, 154248 weighted)
# False negatives:     92251  19.119%  (30.481% of spam, 239977 weighted)
# Average score for spam:  18.3    nonspam: -0.3
# Average for false-pos:   6.5  false-neg: 2.6
# TOTAL:              482503  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22382  99.13%
# Correctly spam:      26174  69.29%
# False positives:       197  0.87%
# False negatives:     11603  30.71%
# TCR(l=50): 1.760919  SpamRecall: 69.286%  SpamPrec: 99.253%

##### 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: 178742  99.38%
# Correctly spam:     186954  61.77%
# False positives:      1107  0.62%
# False negatives:    115700  38.23%
# TCR(l=50): 1.769389  SpamRecall: 61.772%  SpamPrec: 99.411%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22438  99.38%
# Correctly spam:      23176  61.35%
# False positives:       141  0.62%
# False negatives:     14601  38.65%
# TCR(l=50): 1.744815  SpamRecall: 61.349%  SpamPrec: 99.395%