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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169217  39.730%  (96.771% of non-spam corpus)
# Correctly spam:     186302  43.741%  (74.209% of spam corpus)
# False positives:      5647  1.326%  (3.229% of nonspam, 245779 weighted)
# False negatives:     64750  15.203%  (25.791% of spam, 158905 weighted)
# Average score for spam:  10.3    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              425916  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21286  96.89%
# Correctly spam:      23342  74.50%
# False positives:       683  3.11%
# False negatives:      7989  25.50%
# TCR(l=50): 0.743516  SpamRecall: 74.501%  SpamPrec: 97.157%

##### 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: 169659  97.02%
# Correctly spam:      77577  30.90%
# False positives:      5205  2.98%
# False negatives:    173475  69.10%
# TCR(l=50): 0.578828  SpamRecall: 30.901%  SpamPrec: 93.712%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21354  97.20%
# Correctly spam:       9810  31.31%
# False positives:       615  2.80%
# False negatives:     21521  68.69%
# TCR(l=50): 0.599395  SpamRecall: 31.311%  SpamPrec: 94.101%