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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166849  43.166%  (97.550% of non-spam corpus)
# Correctly spam:     140807  36.428%  (65.343% of spam corpus)
# False positives:      4191  1.084%  (2.450% of nonspam, 163929 weighted)
# False negatives:     74683  19.321%  (34.657% of spam, 190820 weighted)
# Average score for spam:  9.1    nonspam: 0.6
# Average for false-pos:   6.2  false-neg: 2.6
# TOTAL:              386530  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20992  97.47%
# Correctly spam:      17652  65.40%
# False positives:       545  2.53%
# False negatives:      9338  34.60%
# TCR(l=50): 0.737674  SpamRecall: 65.402%  SpamPrec: 97.005%

##### 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: 168024  98.24%
# Correctly spam:      74885  34.75%
# False positives:      3016  1.76%
# False negatives:    140605  65.25%
# TCR(l=50): 0.739486  SpamRecall: 34.751%  SpamPrec: 96.128%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21158  98.24%
# Correctly spam:       9416  34.89%
# False positives:       379  1.76%
# False negatives:     17574  65.11%
# TCR(l=50): 0.738966  SpamRecall: 34.887%  SpamPrec: 96.131%