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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144205  31.041%  (99.783% of non-spam corpus)
# Correctly spam:     204877  44.102%  (64.016% of spam corpus)
# False positives:       313  0.067%  (0.217% of nonspam,  49818 weighted)
# False negatives:    115162  24.790%  (35.984% of spam, 305665 weighted)
# Average score for spam:  7.7    nonspam: -0.1
# Average for false-pos:   7.2  false-neg: 2.7
# TOTAL:              464557  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18075  99.72%
# Correctly spam:      25521  64.02%
# False positives:        51  0.28%
# False negatives:     14344  35.98%
# TCR(l=50): 2.359714  SpamRecall: 64.019%  SpamPrec: 99.801%

##### 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: 144297  99.85%
# Correctly spam:     121082  37.83%
# False positives:       221  0.15%
# False negatives:    198957  62.17%
# TCR(l=50): 1.523944  SpamRecall: 37.834%  SpamPrec: 99.818%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18090  99.80%
# Correctly spam:      14982  37.58%
# False positives:        36  0.20%
# False negatives:     24883  62.42%
# TCR(l=50): 1.494022  SpamRecall: 37.582%  SpamPrec: 99.760%