CS479 - PowerPoint PPT Presentation


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Practical Issues. We could design an optimal classifier if we knew:P(?i) (priors)p(x/?i) (class-conditional densities) In practice, we rarely have this complete information!Design the classifier from a set of training examples.Estimating P(?i) is usually easy.Estimating p(x/?i) is more diff

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