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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 199778  15.185%  (99.598% of non-spam corpus)
# Correctly spam:     777620  59.105%  (69.737% of spam corpus)
# False positives:       807  0.061%  (0.402% of nonspam, 296152 weighted)
# False negatives:    337450  25.649%  (30.263% of spam, 470918 weighted)
# Average score for spam:  9.7    nonspam: -0.3
# Average for false-pos:   6.6  false-neg: 1.4
# TOTAL:              1315655  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24981  99.60%
# Correctly spam:      97134  69.82%
# False positives:       100  0.40%
# False negatives:     41980  30.18%
# TCR(l=50): 2.961132  SpamRecall: 69.823%  SpamPrec: 99.897%

##### 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:     537528  48.21%
# False positives:       436  0.22%
# False negatives:    577542  51.79%
# TCR(l=50): 1.860490  SpamRecall: 48.206%  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:      67411  48.46%
# False positives:        48  0.19%
# False negatives:     71703  51.54%
# TCR(l=50): 1.877306  SpamRecall: 48.457%  SpamPrec: 99.929%