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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 856083  52.535%  (98.718% of non-spam corpus)
# Correctly spam:     673852  41.352%  (88.394% of spam corpus)
# False positives:     11119  0.682%  (1.282% of nonspam, 659746 weighted)
# False negatives:     88480  5.430%  (11.606% of spam, 176963 weighted)
# Average score for spam:  16.4    nonspam: -2.5
# Average for false-pos:   6.7  false-neg: 2.0
# TOTAL:              1629534  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 105857  97.81%
# Correctly spam:      83824  88.21%
# False positives:      2373  2.19%
# False negatives:     11200  11.79%
# TCR(l=50): 0.731798  SpamRecall: 88.214%  SpamPrec: 97.247%

##### 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:     490360  64.32%
# False positives:      4979  0.57%
# False negatives:    271972  35.68%
# TCR(l=50): 1.463428  SpamRecall: 64.324%  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:      61020  64.22%
# False positives:       612  0.57%
# False negatives:     34004  35.78%
# TCR(l=50): 1.470869  SpamRecall: 64.215%  SpamPrec: 99.007%