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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158260  39.526%  (99.559% of non-spam corpus)
# Correctly spam:     238677  59.610%  (98.857% of spam corpus)
# False positives:       701  0.175%  (0.441% of nonspam,  64170 weighted)
# False negatives:      2759  0.689%  (1.143% of spam,   5609 weighted)
# Average score for spam:  30.4    nonspam: -1.6
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              400397  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19936  99.59%
# Correctly spam:      29838  98.79%
# False positives:        83  0.41%
# False negatives:       366  1.21%
# TCR(l=50): 6.688220  SpamRecall: 98.788%  SpamPrec: 99.723%

##### 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: 158753  99.87%
# Correctly spam:     234516  97.13%
# False positives:       208  0.13%
# False negatives:      6920  2.87%
# TCR(l=50): 13.939723  SpamRecall: 97.134%  SpamPrec: 99.911%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19989  99.85%
# Correctly spam:      29330  97.11%
# False positives:        30  0.15%
# False negatives:       874  2.89%
# TCR(l=50): 12.722831  SpamRecall: 97.106%  SpamPrec: 99.898%