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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 862297  64.774%  (99.795% of non-spam corpus)
# Correctly spam:     351571  26.409%  (75.256% of spam corpus)
# False positives:      1773  0.133%  (0.205% of nonspam,  31916 weighted)
# False negatives:    115596  8.683%  (24.744% of spam, 261625 weighted)
# Average score for spam:  11.6    nonspam: 0.4
# Average for false-pos:   6.7  false-neg: 2.3
# TOTAL:              1331237  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 107579  99.77%
# Correctly spam:      43876  75.28%
# False positives:       250  0.23%
# False negatives:     14410  24.72%
# TCR(l=50): 2.165961  SpamRecall: 75.277%  SpamPrec: 99.433%

##### 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: 854124  98.85%
# Correctly spam:     225696  48.31%
# False positives:      9946  1.15%
# False negatives:    241471  51.69%
# TCR(l=50): 0.632357  SpamRecall: 48.312%  SpamPrec: 95.779%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 106575  98.84%
# Correctly spam:      27999  48.04%
# False positives:      1254  1.16%
# False negatives:     30287  51.96%
# TCR(l=50): 0.626819  SpamRecall: 48.037%  SpamPrec: 95.713%