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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 583718  49.656%  (99.602% of non-spam corpus)
# Correctly spam:     461259  39.239%  (78.250% of spam corpus)
# False positives:      2333  0.198%  (0.398% of nonspam,  68723 weighted)
# False negatives:    128209  10.907%  (21.750% of spam, 281808 weighted)
# Average score for spam:  13.3    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1175519  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  72815  99.56%
# Correctly spam:      57741  78.44%
# False positives:       319  0.44%
# False negatives:     15869  21.56%
# TCR(l=50): 2.313398  SpamRecall: 78.442%  SpamPrec: 99.451%

##### 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: 572759  97.73%
# Correctly spam:     267553  45.39%
# False positives:     13292  2.27%
# False negatives:    321915  54.61%
# TCR(l=50): 0.597526  SpamRecall: 45.389%  SpamPrec: 95.267%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  71512  97.78%
# Correctly spam:      33513  45.53%
# False positives:      1622  2.22%
# False negatives:     40097  54.47%
# TCR(l=50): 0.607358  SpamRecall: 45.528%  SpamPrec: 95.384%