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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179130  39.538%  (99.151% of non-spam corpus)
# Correctly spam:     187016  41.279%  (68.656% of spam corpus)
# False positives:      1533  0.338%  (0.849% of nonspam, 149472 weighted)
# False negatives:     85380  18.845%  (31.344% of spam, 224087 weighted)
# Average score for spam:  16.9    nonspam: -0.3
# Average for false-pos:   6.5  false-neg: 2.6
# TOTAL:              453059  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22500  99.18%
# Correctly spam:      23380  68.68%
# False positives:       187  0.82%
# False negatives:     10664  31.32%
# TCR(l=50): 1.701009  SpamRecall: 68.676%  SpamPrec: 99.207%

##### 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: 179547  99.38%
# Correctly spam:     169384  62.18%
# False positives:      1116  0.62%
# False negatives:    103012  37.82%
# TCR(l=50): 1.715210  SpamRecall: 62.183%  SpamPrec: 99.345%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22563  99.45%
# Correctly spam:      21139  62.09%
# False positives:       124  0.55%
# False negatives:     12905  37.91%
# TCR(l=50): 1.781942  SpamRecall: 62.093%  SpamPrec: 99.417%