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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 135284  13.791%  (98.323% of non-spam corpus)
# Correctly spam:     788345  80.362%  (93.472% of spam corpus)
# False positives:      2307  0.235%  (1.677% of nonspam, 461829 weighted)
# False negatives:     55055  5.612%  (6.528% of spam, 174374 weighted)
# Average score for spam:  13.8    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 3.2
# TOTAL:              980991  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16949  98.32%
# Correctly spam:      98661  93.85%
# False positives:       289  1.68%
# False negatives:      6468  6.15%
# TCR(l=50): 5.025767  SpamRecall: 93.848%  SpamPrec: 99.708%

##### 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: 135637  98.58%
# Correctly spam:     335818  39.82%
# False positives:      1954  1.42%
# False negatives:    507582  60.18%
# TCR(l=50): 1.393400  SpamRecall: 39.817%  SpamPrec: 99.422%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17002  98.63%
# Correctly spam:      41821  39.78%
# False positives:       236  1.37%
# False negatives:     63308  60.22%
# TCR(l=50): 1.399704  SpamRecall: 39.781%  SpamPrec: 99.439%