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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152725  16.520%  (96.023% of non-spam corpus)
# Correctly spam:     381565  41.274%  (49.851% of spam corpus)
# False positives:      6325  0.684%  (3.977% of nonspam, 949293 weighted)
# False negatives:    383853  41.522%  (50.149% of spam, 890073 weighted)
# Average score for spam:  10.8    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              924468  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19155  95.63%
# Correctly spam:      47454  49.72%
# False positives:       876  4.37%
# False negatives:     47997  50.28%
# TCR(l=50): 1.039805  SpamRecall: 49.716%  SpamPrec: 98.187%

##### 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: 153619  96.59%
# Correctly spam:     205598  26.86%
# False positives:      5431  3.41%
# False negatives:    559820  73.14%
# TCR(l=50): 0.920671  SpamRecall: 26.861%  SpamPrec: 97.426%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19294  96.32%
# Correctly spam:      25780  27.01%
# False positives:       737  3.68%
# False negatives:     69671  72.99%
# TCR(l=50): 0.896077  SpamRecall: 27.009%  SpamPrec: 97.221%