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A spam filter doesn't judge one word. It updates a belief. That's Bayes theorem: start with how common spam is, then nudge that probability up or down for each word you see in the email. The math combines a prior (spam is maybe 50% of inbound) with evidence (this email has 'free,' 'winner,' 'click'). Each word shifts the odds, and you multiply ...
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