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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254013  28.035%  (95.749% of non-spam corpus)
# Correctly spam:     540991  59.709%  (84.430% of spam corpus)
# False positives:     11277  1.245%  (4.251% of nonspam, 781940 weighted)
# False negatives:     99764  11.011%  (15.570% of spam, 254824 weighted)
# Average score for spam:  11.1    nonspam: 1.4
# Average for false-pos:   5.7  false-neg: 2.6
# TOTAL:              906045  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31695  95.49%
# Correctly spam:      67683  84.64%
# False positives:      1497  4.51%
# False negatives:     12279  15.36%
# TCR(l=50): 0.917743  SpamRecall: 84.644%  SpamPrec: 97.836%

##### 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: 253364  95.50%
# Correctly spam:     421058  65.71%
# False positives:     11926  4.50%
# False negatives:    219697  34.29%
# TCR(l=50): 0.785242  SpamRecall: 65.713%  SpamPrec: 97.246%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31689  95.47%
# Correctly spam:      52572  65.75%
# False positives:      1503  4.53%
# False negatives:     27390  34.25%
# TCR(l=50): 0.779813  SpamRecall: 65.746%  SpamPrec: 97.221%