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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 245358  16.838%  (97.491% of non-spam corpus)
# Correctly spam:     918189  63.014%  (76.169% of spam corpus)
# False positives:      6314  0.433%  (2.509% of nonspam, 865822 weighted)
# False negatives:    287267  19.715%  (23.831% of spam, 829925 weighted)
# Average score for spam:  8.4    nonspam: 1.0
# Average for false-pos:   5.7  false-neg: 2.9
# TOTAL:              1457128  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30580  97.32%
# Correctly spam:     114408  75.99%
# False positives:       843  2.68%
# False negatives:     36158  24.01%
# TCR(l=50): 1.922741  SpamRecall: 75.985%  SpamPrec: 99.269%

##### 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: 245346  97.49%
# Correctly spam:     708822  58.80%
# False positives:      6326  2.51%
# False negatives:    496634  41.20%
# TCR(l=50): 1.482846  SpamRecall: 58.801%  SpamPrec: 99.115%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30624  97.46%
# Correctly spam:      87864  58.36%
# False positives:       799  2.54%
# False negatives:     62702  41.64%
# TCR(l=50): 1.466761  SpamRecall: 58.356%  SpamPrec: 99.099%