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@jemoka / Jemoka Knowledge Base / wiki/concepts/generative_vs_discriminitive_classifier.md
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--- title: "Difference Between Logistic Regression and Naive Bayes" type: concept source: https://www.jemoka.com/posts/kbhgenerative_vs_discriminitive_classifier/ confidence: high status: active --- Generative Classifier A Generative Classifier builds a good model of a class, and use that to assign how “class-y” is that image. For instance, to categorize cats vs. dogs, we build a cat model and dog model. To classify, then, we see if a particular image is more “cat-y” or “dog-y”. Discriminative Classifier A Discriminative Classifier observes the differences between two classes, instead of trying to model each one.