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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152085  40.726%  (98.113% of non-spam corpus)
# Correctly spam:     197825  52.974%  (90.568% of spam corpus)
# False positives:      2925  0.783%  (1.887% of nonspam, 136323 weighted)
# False negatives:     20603  5.517%  (9.432% of spam,  67607 weighted)
# Average score for spam:  15.6    nonspam: 0.4
# Average for false-pos:   6.6  false-neg: 3.3
# TOTAL:              373438  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19130  98.08%
# Correctly spam:      24817  90.78%
# False positives:       375  1.92%
# False negatives:      2521  9.22%
# TCR(l=50): 1.285224  SpamRecall: 90.778%  SpamPrec: 98.511%

##### 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: 153594  99.09%
# Correctly spam:     116623  53.39%
# False positives:      1416  0.91%
# False negatives:    101805  46.61%
# TCR(l=50): 1.265479  SpamRecall: 53.392%  SpamPrec: 98.800%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19341  99.16%
# Correctly spam:      14581  53.34%
# False positives:       164  0.84%
# False negatives:     12757  46.66%
# TCR(l=50): 1.304481  SpamRecall: 53.336%  SpamPrec: 98.888%