[Machine Learning] Discriminative vs Generative Models

I’m starting a series of KISS articles about random things I happened to stamble upon a very simple way to explain it, at least to me.

Just to show the difference between this 2 approaches, here is a generative model (with Gaussian approximation) and a discriminative model (I could’ve drawn discriminant function and “underlying true distributions” but it would’ve been bloated) both used for classification:

Discriminative_vs_generative

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One Response to [Machine Learning] Discriminative vs Generative Models

  1. Anonymous says:

    Actually I think the Generative graph would come much slanting practically right?<a href="http://www.register-domainname.in&quot; rel="dofollow">Buy Domain</a>

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