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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 199779  15.185%  (99.598% of non-spam corpus)
# Correctly spam:     777574  59.102%  (69.734% of spam corpus)
# False positives:       806  0.061%  (0.402% of nonspam, 296164 weighted)
# False negatives:    337480  25.651%  (30.266% of spam, 470927 weighted)
# Average score for spam:  9.5    nonspam: -0.3
# Average for false-pos:   6.6  false-neg: 1.4
# TOTAL:              1315639  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24980  99.60%
# Correctly spam:      97007  69.73%
# False positives:       101  0.40%
# False negatives:     42106  30.27%
# TCR(l=50): 2.950059  SpamRecall: 69.733%  SpamPrec: 99.896%

##### 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: 200149  99.78%
# Correctly spam:     537616  48.21%
# False positives:       436  0.22%
# False negatives:    577438  51.79%
# TCR(l=50): 1.860787  SpamRecall: 48.214%  SpamPrec: 99.919%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25033  99.81%
# Correctly spam:      67334  48.40%
# False positives:        48  0.19%
# False negatives:     71779  51.60%
# TCR(l=50): 1.875369  SpamRecall: 48.402%  SpamPrec: 99.929%