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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 855535  52.504%  (98.655% of non-spam corpus)
# Correctly spam:     674217  41.377%  (88.451% of spam corpus)
# False positives:     11667  0.716%  (1.345% of nonspam, 683777 weighted)
# False negatives:     88036  5.403%  (11.549% of spam, 174896 weighted)
# Average score for spam:  16.5    nonspam: -2.5
# Average for false-pos:   6.7  false-neg: 2.0
# TOTAL:              1629455  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 106707  98.59%
# Correctly spam:      83862  88.26%
# False positives:      1523  1.41%
# False negatives:     11155  11.74%
# TCR(l=50): 1.088334  SpamRecall: 88.260%  SpamPrec: 98.216%

##### 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: 862223  99.43%
# Correctly spam:     490276  64.32%
# False positives:      4979  0.57%
# False negatives:    271977  35.68%
# TCR(l=50): 1.463263  SpamRecall: 64.319%  SpamPrec: 98.995%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 107618  99.43%
# Correctly spam:      61031  64.23%
# False positives:       612  0.57%
# False negatives:     33986  35.77%
# TCR(l=50): 1.471170  SpamRecall: 64.232%  SpamPrec: 99.007%