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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175725  37.783%  (94.516% of non-spam corpus)
# Correctly spam:     154866  33.298%  (55.473% of spam corpus)
# False positives:     10195  2.192%  (5.484% of nonspam, 468661 weighted)
# False negatives:    124309  26.728%  (44.527% of spam, 239330 weighted)
# Average score for spam:  12.8    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 1.9
# TOTAL:              465095  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22067  94.57%
# Correctly spam:      19269  55.17%
# False positives:      1267  5.43%
# False negatives:     15658  44.83%
# TCR(l=50): 0.442069  SpamRecall: 55.169%  SpamPrec: 93.830%

##### 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: 176454  94.91%
# Correctly spam:     108400  38.83%
# False positives:      9466  5.09%
# False negatives:    170775  61.17%
# TCR(l=50): 0.433451  SpamRecall: 38.829%  SpamPrec: 91.969%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22129  94.84%
# Correctly spam:      13553  38.80%
# False positives:      1205  5.16%
# False negatives:     21374  61.20%
# TCR(l=50): 0.427901  SpamRecall: 38.804%  SpamPrec: 91.835%