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A probabilistic or statistical model thought about as describing how the values in a sample is actually generated, and not only as a description or approximation.
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Understanding conditional probability formulas in the context of class-conditionals in gener...
I am trying to understand the theory behind probabilistic generative models a bit better.
If I model the class-conditionals as Gaussians, the formula is this:
$$
\frac{1}{2\pi^{\frac{D}{2}}|\Sigma| …