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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165829  21.108%  (95.956% of non-spam corpus)
# Correctly spam:     517562  65.880%  (84.459% of spam corpus)
# False positives:      6989  0.890%  (4.044% of nonspam, 766622 weighted)
# False negatives:     95236  12.122%  (15.541% of spam, 279835 weighted)
# Average score for spam:  10.8    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.9
# TOTAL:              785616  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20815  95.78%
# Correctly spam:      64597  84.38%
# False positives:       917  4.22%
# False negatives:     11954  15.62%
# TCR(l=50): 1.324320  SpamRecall: 84.384%  SpamPrec: 98.600%

##### 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: 166964  96.61%
# Correctly spam:      66161  10.80%
# False positives:      5854  3.39%
# False negatives:    546637  89.20%
# TCR(l=50): 0.730098  SpamRecall: 10.797%  SpamPrec: 91.871%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21011  96.68%
# Correctly spam:       8156  10.65%
# False positives:       721  3.32%
# False negatives:     68395  89.35%
# TCR(l=50): 0.732931  SpamRecall: 10.654%  SpamPrec: 91.878%