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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157294  23.917%  (99.252% of non-spam corpus)
# Correctly spam:     166625  25.336%  (33.380% of spam corpus)
# False positives:      1186  0.180%  (0.748% of nonspam, 218388 weighted)
# False negatives:    332552  50.566%  (66.620% of spam, 783880 weighted)
# Average score for spam:  5.0    nonspam: 0.5
# Average for false-pos:   5.8  false-neg: 2.4
# TOTAL:              657657  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19809  99.24%
# Correctly spam:      20788  33.35%
# False positives:       151  0.76%
# False negatives:     41547  66.65%
# TCR(l=50): 1.269630  SpamRecall: 33.349%  SpamPrec: 99.279%

##### 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: 158241  99.85%
# Correctly spam:      32537  6.52%
# False positives:       239  0.15%
# False negatives:    466640  93.48%
# TCR(l=50): 1.043016  SpamRecall: 6.518%  SpamPrec: 99.271%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19926  99.83%
# Correctly spam:       4077  6.54%
# False positives:        34  0.17%
# False negatives:     58258  93.46%
# TCR(l=50): 1.039644  SpamRecall: 6.540%  SpamPrec: 99.173%

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