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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 302551  50.472%  (99.433% of non-spam corpus)
# Correctly spam:     209407  34.934%  (70.946% of spam corpus)
# False positives:      1725  0.288%  (0.567% of nonspam,  51587 weighted)
# False negatives:     85756  14.306%  (29.054% of spam, 147590 weighted)
# Average score for spam:  6.4    nonspam: 0.6
# Average for false-pos:   6.2  false-neg: 1.7
# TOTAL:              599439  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37750  99.39%
# Correctly spam:      26314  71.43%
# False positives:       230  0.61%
# False negatives:     10527  28.57%
# TCR(l=50): 1.672538  SpamRecall: 71.426%  SpamPrec: 99.134%

##### 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: 295541  97.13%
# Correctly spam:     154804  52.45%
# False positives:      8735  2.87%
# False negatives:    140359  47.55%
# TCR(l=50): 0.511451  SpamRecall: 52.447%  SpamPrec: 94.659%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36862  97.06%
# Correctly spam:      19270  52.31%
# False positives:      1118  2.94%
# False negatives:     17571  47.69%
# TCR(l=50): 0.501436  SpamRecall: 52.306%  SpamPrec: 94.516%