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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176494  40.056%  (99.391% of non-spam corpus)
# Correctly spam:     192170  43.614%  (73.057% of spam corpus)
# False positives:      1081  0.245%  (0.609% of nonspam, 100503 weighted)
# False negatives:     70870  16.084%  (26.943% of spam, 194741 weighted)
# Average score for spam:  22.2    nonspam: -0.8
# Average for false-pos:   6.3  false-neg: 2.7
# TOTAL:              440615  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22179  99.42%
# Correctly spam:      24188  73.57%
# False positives:       130  0.58%
# False negatives:      8688  26.43%
# TCR(l=50): 2.164604  SpamRecall: 73.573%  SpamPrec: 99.465%

##### 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: 177108  99.74%
# Correctly spam:     126835  48.22%
# False positives:       467  0.26%
# False negatives:    136205  51.78%
# TCR(l=50): 1.648585  SpamRecall: 48.219%  SpamPrec: 99.633%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22253  99.75%
# Correctly spam:      16007  48.69%
# False positives:        56  0.25%
# False negatives:     16869  51.31%
# TCR(l=50): 1.671463  SpamRecall: 48.689%  SpamPrec: 99.651%
