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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165074  14.763%  (93.419% of non-spam corpus)
# Correctly spam:     616633  55.149%  (65.500% of spam corpus)
# False positives:     11629  1.040%  (6.581% of nonspam, 1734395 weighted)
# False negatives:    324794  29.048%  (34.500% of spam, 438616 weighted)
# Average score for spam:  6.8    nonspam: 1.0
# Average for false-pos:   5.6  false-neg: 1.4
# TOTAL:              1118130  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20814  93.67%
# Correctly spam:      77327  65.78%
# False positives:      1406  6.33%
# False negatives:     40219  34.22%
# TCR(l=50): 1.063582  SpamRecall: 65.784%  SpamPrec: 98.214%

##### 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: 174401  98.70%
# Correctly spam:     248716  26.42%
# False positives:      2302  1.30%
# False negatives:    692711  73.58%
# TCR(l=50): 1.165405  SpamRecall: 26.419%  SpamPrec: 99.083%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21917  98.64%
# Correctly spam:      31160  26.51%
# False positives:       303  1.36%
# False negatives:     86386  73.49%
# TCR(l=50): 1.157678  SpamRecall: 26.509%  SpamPrec: 99.037%
