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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 301543  55.433%  (95.874% of non-spam corpus)
# Correctly spam:      91576  16.835%  (39.910% of spam corpus)
# False positives:     12977  2.386%  (4.126% of nonspam, 283852 weighted)
# False negatives:    137878  25.346%  (60.090% of spam, 281423 weighted)
# Average score for spam:  5.0    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              543974  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37513  95.64%
# Correctly spam:      11379  39.58%
# False positives:      1709  4.36%
# False negatives:     17369  60.42%
# TCR(l=50): 0.279598  SpamRecall: 39.582%  SpamPrec: 86.942%

##### 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: 302063  96.04%
# Correctly spam:      46769  20.38%
# False positives:     12457  3.96%
# False negatives:    182685  79.62%
# TCR(l=50): 0.284847  SpamRecall: 20.383%  SpamPrec: 78.967%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37629  95.94%
# Correctly spam:       5775  20.09%
# False positives:      1593  4.06%
# False negatives:     22973  79.91%
# TCR(l=50): 0.280132  SpamRecall: 20.088%  SpamPrec: 78.379%