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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167676  44.778%  (99.478% of non-spam corpus)
# Correctly spam:     143263  38.259%  (69.578% of spam corpus)
# False positives:       880  0.235%  (0.522% of nonspam,  80681 weighted)
# False negatives:     62639  16.728%  (30.422% of spam, 138983 weighted)
# Average score for spam:  10.4    nonspam: -1.2
# Average for false-pos:   7.5  false-neg: 2.2
# TOTAL:              374458  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21131  99.50%
# Correctly spam:      17936  69.58%
# False positives:       107  0.50%
# False negatives:      7843  30.42%
# TCR(l=50): 1.953991  SpamRecall: 69.576%  SpamPrec: 99.407%

##### 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: 167879  99.60%
# Correctly spam:      89885  43.65%
# False positives:       677  0.40%
# False negatives:    116017  56.35%
# TCR(l=50): 1.373898  SpamRecall: 43.654%  SpamPrec: 99.252%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21171  99.68%
# Correctly spam:      11202  43.45%
# False positives:        67  0.32%
# False negatives:     14577  56.55%
# TCR(l=50): 1.437999  SpamRecall: 43.454%  SpamPrec: 99.405%