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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157282  23.916%  (99.244% of non-spam corpus)
# Correctly spam:     166606  25.334%  (33.377% of spam corpus)
# False positives:      1198  0.182%  (0.756% of nonspam, 219897 weighted)
# False negatives:    332561  50.568%  (66.623% of spam, 782938 weighted)
# Average score for spam:  5.0    nonspam: 0.5
# Average for false-pos:   5.8  false-neg: 2.4
# TOTAL:              657647  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19803  99.21%
# Correctly spam:      20737  33.27%
# False positives:       157  0.79%
# False negatives:     41594  66.73%
# TCR(l=50): 1.260638  SpamRecall: 33.269%  SpamPrec: 99.249%

##### 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:      32594  6.53%
# False positives:       239  0.15%
# False negatives:    466573  93.47%
# TCR(l=50): 1.043141  SpamRecall: 6.530%  SpamPrec: 99.272%
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:       4027  6.46%
# False positives:        34  0.17%
# False negatives:     58304  93.54%
# TCR(l=50): 1.038781  SpamRecall: 6.461%  SpamPrec: 99.163%

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