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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 288956  22.535%  (99.758% of non-spam corpus)
# Correctly spam:     919761  71.731%  (92.664% of spam corpus)
# False positives:       702  0.055%  (0.242% of nonspam, 171435 weighted)
# False negatives:     72812  5.679%  (7.336% of spam, 116686 weighted)
# Average score for spam:  15.8    nonspam: -0.9
# Average for false-pos:   7.1  false-neg: 1.6
# TOTAL:              1282231  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36119  99.77%
# Correctly spam:     114753  92.64%
# False positives:        84  0.23%
# False negatives:      9116  7.36%
# TCR(l=50): 9.302268  SpamRecall: 92.641%  SpamPrec: 99.927%

##### 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: 287312  99.19%
# Correctly spam:     507084  51.09%
# False positives:      2346  0.81%
# False negatives:    485489  48.91%
# TCR(l=50): 1.646634  SpamRecall: 51.088%  SpamPrec: 99.539%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35907  99.18%
# Correctly spam:      63374  51.16%
# False positives:       296  0.82%
# False negatives:     60495  48.84%
# TCR(l=50): 1.645116  SpamRecall: 51.162%  SpamPrec: 99.535%