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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 737567  36.170%  (99.651% of non-spam corpus)
# Correctly spam:     1104833  54.180%  (85.050% of spam corpus)
# False positives:      2580  0.127%  (0.349% of nonspam, 132124 weighted)
# False negatives:    194210  9.524%  (14.950% of spam, 464937 weighted)
# Average score for spam:  9.4    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.4
# TOTAL:              2039190  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  91848  99.50%
# Correctly spam:     139728  86.07%
# False positives:       459  0.50%
# False negatives:     22612  13.93%
# TCR(l=50): 3.563057  SpamRecall: 86.071%  SpamPrec: 99.673%

##### 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: 724368  97.87%
# Correctly spam:     897272  69.07%
# False positives:     15779  2.13%
# False negatives:    401771  30.93%
# TCR(l=50): 1.090972  SpamRecall: 69.072%  SpamPrec: 98.272%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  90330  97.86%
# Correctly spam:     112161  69.09%
# False positives:      1977  2.14%
# False negatives:     50179  30.91%
# TCR(l=50): 1.089318  SpamRecall: 69.090%  SpamPrec: 98.268%