Machine Learning — Medium
Key points
- Generative models model how data is generated through P(X,Y)
- Discriminative models focus on predicting outputs through P(Y|X)
- Generative models capture the joint distribution of input and output
- Discriminative models directly model the conditional probability of output given input
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