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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134456  11.284%  (99.617% of non-spam corpus)
# Correctly spam:     1052120  88.299%  (99.579% of spam corpus)
# False positives:       517  0.043%  (0.383% of nonspam, 246895 weighted)
# False negatives:      4444  0.373%  (0.421% of spam,  13911 weighted)
# Average score for spam:  23.7    nonspam: -1.1
# Average for false-pos:   6.1  false-neg: 3.1
# TOTAL:              1191537  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16853  99.65%
# Correctly spam:     131361  99.58%
# False positives:        60  0.35%
# False negatives:       553  0.42%
# TCR(l=50): 37.127498  SpamRecall: 99.581%  SpamPrec: 99.954%

##### 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: 134423  99.59%
# Correctly spam:     1028242  97.32%
# False positives:       550  0.41%
# False negatives:     28322  2.68%
# TCR(l=50): 18.927376  SpamRecall: 97.319%  SpamPrec: 99.947%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16837  99.55%
# Correctly spam:     128361  97.31%
# False positives:        76  0.45%
# False negatives:      3553  2.69%
# TCR(l=50): 17.940160  SpamRecall: 97.307%  SpamPrec: 99.941%