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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 253998  29.476%  (95.721% of non-spam corpus)
# Correctly spam:     508367  58.994%  (85.243% of spam corpus)
# False positives:     11355  1.318%  (4.279% of nonspam, 731544 weighted)
# False negatives:     88004  10.213%  (14.757% of spam, 222893 weighted)
# Average score for spam:  12.7    nonspam: 1.4
# Average for false-pos:   5.7  false-neg: 2.5
# TOTAL:              861724  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31724  95.56%
# Correctly spam:      63798  85.64%
# False positives:      1473  4.44%
# False negatives:     10701  14.36%
# TCR(l=50): 0.883202  SpamRecall: 85.636%  SpamPrec: 97.743%

##### 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: 253391  95.49%
# Correctly spam:     368768  61.84%
# False positives:     11962  4.51%
# False negatives:    227603  38.16%
# TCR(l=50): 0.722258  SpamRecall: 61.835%  SpamPrec: 96.858%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31703  95.50%
# Correctly spam:      46130  61.92%
# False positives:      1494  4.50%
# False negatives:     28369  38.08%
# TCR(l=50): 0.722807  SpamRecall: 61.920%  SpamPrec: 96.863%