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A low rate of false negatives is one characteristic of an effective spam filter. According to one article, spammers usually need to send a million e-mails to get fifteen positive responses, for the average direct-mail campaign, the response rate is three thousand per million. A low rate of false positives is an indication of the effectiveness of a spam filter. To prevent abuse, each user is rated based on the material they flag.
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