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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 133748  18.525%  (98.896% of non-spam corpus)
# Correctly spam:     202646  28.068%  (34.538% of spam corpus)
# False positives:      1493  0.207%  (1.104% of nonspam, 394113 weighted)
# False negatives:    384088  53.200%  (65.462% of spam, 978304 weighted)
# Average score for spam:  5.7    nonspam: -0.9
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              721975  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16741  98.83%
# Correctly spam:      26246  35.85%
# False positives:       198  1.17%
# False negatives:     46973  64.15%
# TCR(l=50): 1.287412  SpamRecall: 35.846%  SpamPrec: 99.251%

##### 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: 134554  99.49%
# Correctly spam:      97837  16.67%
# False positives:       687  0.51%
# False negatives:    488897  83.33%
# TCR(l=50): 1.121333  SpamRecall: 16.675%  SpamPrec: 99.303%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16850  99.47%
# Correctly spam:      12112  16.54%
# False positives:        89  0.53%
# False negatives:     61107  83.46%
# TCR(l=50): 1.116875  SpamRecall: 16.542%  SpamPrec: 99.271%