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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173793  55.621%  (99.512% of non-spam corpus)
# Correctly spam:      98023  31.371%  (71.128% of spam corpus)
# False positives:       853  0.273%  (0.488% of nonspam,  43510 weighted)
# False negatives:     39790  12.734%  (28.872% of spam,  84130 weighted)
# Average score for spam:  9.7    nonspam: -0.1
# Average for false-pos:   6.5  false-neg: 2.1
# TOTAL:              312459  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21827  99.50%
# Correctly spam:      12293  71.19%
# False positives:       109  0.50%
# False negatives:      4975  28.81%
# TCR(l=50): 1.656403  SpamRecall: 71.189%  SpamPrec: 99.121%

##### 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: 174265  99.78%
# Correctly spam:      51889  37.65%
# False positives:       381  0.22%
# False negatives:     85924  62.35%
# TCR(l=50): 1.312830  SpamRecall: 37.652%  SpamPrec: 99.271%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21893  99.80%
# Correctly spam:       6523  37.78%
# False positives:        43  0.20%
# False negatives:     10745  62.22%
# TCR(l=50): 1.339124  SpamRecall: 37.775%  SpamPrec: 99.345%