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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 339437  35.033%  (99.478% of non-spam corpus)
# Correctly spam:     446276  46.060%  (71.100% of spam corpus)
# False positives:      1781  0.184%  (0.522% of nonspam, 197162 weighted)
# False negatives:    181400  18.722%  (28.900% of spam, 376891 weighted)
# Average score for spam:  11.0    nonspam: -0.5
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              968894  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42274  99.43%
# Correctly spam:      55568  70.93%
# False positives:       241  0.57%
# False negatives:     22778  29.07%
# TCR(l=50): 2.249512  SpamRecall: 70.926%  SpamPrec: 99.568%

##### 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: 339415  99.47%
# Correctly spam:     287496  45.80%
# False positives:      1803  0.53%
# False negatives:    340180  54.20%
# TCR(l=50): 1.458592  SpamRecall: 45.803%  SpamPrec: 99.377%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42252  99.38%
# Correctly spam:      35837  45.74%
# False positives:       263  0.62%
# False negatives:     42509  54.26%
# TCR(l=50): 1.407607  SpamRecall: 45.742%  SpamPrec: 99.271%