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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 309009  46.810%  (95.941% of non-spam corpus)
# Correctly spam:     143223  21.696%  (42.367% of spam corpus)
# False positives:     13074  1.980%  (4.059% of nonspam, 400235 weighted)
# False negatives:    194831  29.514%  (57.633% of spam, 549386 weighted)
# Average score for spam:  5.5    nonspam: 1.5
# Average for false-pos:   5.8  false-neg: 2.8
# TOTAL:              660137  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38390  95.71%
# Correctly spam:      17807  42.25%
# False positives:      1722  4.29%
# False negatives:     24343  57.75%
# TCR(l=50): 0.381645  SpamRecall: 42.247%  SpamPrec: 91.182%

##### 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: 309055  95.96%
# Correctly spam:     103904  30.74%
# False positives:     13028  4.04%
# False negatives:    234150  69.26%
# TCR(l=50): 0.381745  SpamRecall: 30.736%  SpamPrec: 88.858%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38504  95.99%
# Correctly spam:      12906  30.62%
# False positives:      1608  4.01%
# False negatives:     29244  69.38%
# TCR(l=50): 0.384426  SpamRecall: 30.619%  SpamPrec: 88.921%