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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 231507  38.710%  (99.549% of non-spam corpus)
# Correctly spam:     212169  35.477%  (58.050% of spam corpus)
# False positives:      1049  0.175%  (0.451% of nonspam, 106436 weighted)
# False negatives:    153326  25.638%  (41.950% of spam, 283754 weighted)
# Average score for spam:  8.8    nonspam: -0.2
# Average for false-pos:   6.5  false-neg: 1.9
# TOTAL:              598051  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28998  99.55%
# Correctly spam:      26534  58.24%
# False positives:       132  0.45%
# False negatives:     19023  41.76%
# TCR(l=50): 1.777973  SpamRecall: 58.244%  SpamPrec: 99.505%

##### 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: 231299  99.46%
# Correctly spam:     117002  32.01%
# False positives:      1257  0.54%
# False negatives:    248493  67.99%
# TCR(l=50): 1.173930  SpamRecall: 32.012%  SpamPrec: 98.937%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28970  99.45%
# Correctly spam:      14715  32.30%
# False positives:       160  0.55%
# False negatives:     30842  67.70%
# TCR(l=50): 1.172880  SpamRecall: 32.300%  SpamPrec: 98.924%