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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 130105  20.102%  (99.660% of non-spam corpus)
# Correctly spam:     294172  45.452%  (56.936% of spam corpus)
# False positives:       444  0.069%  (0.340% of nonspam, 113644 weighted)
# False negatives:    222500  34.378%  (43.064% of spam, 761213 weighted)
# Average score for spam:  11.3    nonspam: -0.1
# Average for false-pos:   6.5  false-neg: 3.4
# TOTAL:              647221  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16255  99.23%
# Correctly spam:      37001  57.35%
# False positives:       126  0.77%
# False negatives:     27512  42.65%
# TCR(l=50): 1.907991  SpamRecall: 57.354%  SpamPrec: 99.661%

##### 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: 130257  99.78%
# Correctly spam:     137657  26.64%
# False positives:       292  0.22%
# False negatives:    379015  73.36%
# TCR(l=50): 1.312633  SpamRecall: 26.643%  SpamPrec: 99.788%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16340  99.75%
# Correctly spam:      17241  26.72%
# False positives:        41  0.25%
# False negatives:     47272  73.28%
# TCR(l=50): 1.307996  SpamRecall: 26.725%  SpamPrec: 99.763%