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Naive Bayes - Explained
How can a machine sort spam from your inbox in milliseconds, just by looking at a list of features? Naive Bayes is the almost-too-simple algorithm behind it, and despite an assumption everyone knows is wrong, it works shockingly well. We walk through the whole idea step by step: Bayes' rule and the posterior we actually want, the combinatorial ...
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