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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148191  19.713%  (95.824% of non-spam corpus)
# Correctly spam:     358199  47.649%  (59.990% of spam corpus)
# False positives:      6458  0.859%  (4.176% of nonspam, 782075 weighted)
# False negatives:    238901  31.779%  (40.010% of spam, 367175 weighted)
# Average score for spam:  14.6    nonspam: 1.0
# Average for false-pos:   6.3  false-neg: 1.5
# TOTAL:              751749  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18603  95.60%
# Correctly spam:      44996  60.34%
# False positives:       856  4.40%
# False negatives:     29575  39.66%
# TCR(l=50): 1.030342  SpamRecall: 60.340%  SpamPrec: 98.133%

##### 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: 149253  96.51%
# Correctly spam:     198755  33.29%
# False positives:      5396  3.49%
# False negatives:    398345  66.71%
# TCR(l=50): 0.893668  SpamRecall: 33.287%  SpamPrec: 97.357%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18769  96.45%
# Correctly spam:      24717  33.15%
# False positives:       690  3.55%
# False negatives:     49854  66.85%
# TCR(l=50): 0.884024  SpamRecall: 33.146%  SpamPrec: 97.284%