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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 366669  49.054%  (99.700% of non-spam corpus)
# Correctly spam:     342618  45.836%  (90.231% of spam corpus)
# False positives:      1103  0.148%  (0.300% of nonspam,  76205 weighted)
# False negatives:     37094  4.963%  (9.769% of spam,  69949 weighted)
# Average score for spam:  18.2    nonspam: -0.9
# Average for false-pos:   6.7  false-neg: 1.9
# TOTAL:              747484  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45700  99.73%
# Correctly spam:      42679  90.19%
# False positives:       125  0.27%
# False negatives:      4640  9.81%
# TCR(l=50): 4.345179  SpamRecall: 90.194%  SpamPrec: 99.708%

##### 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: 366811  99.74%
# Correctly spam:     287933  75.83%
# False positives:       961  0.26%
# False negatives:     91779  24.17%
# TCR(l=50): 2.715545  SpamRecall: 75.829%  SpamPrec: 99.667%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  45695  99.72%
# Correctly spam:      35936  75.94%
# False positives:       130  0.28%
# False negatives:     11383  24.06%
# TCR(l=50): 2.646033  SpamRecall: 75.944%  SpamPrec: 99.640%