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Generative vs discriminative models
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314.
Generative vs Discriminative Core Difference
easy
What is the key distinction between generative and discriminative models?
A
Generative models require more data than discriminative models to achieve equivalent classification accuracy
B
Generative models predict continuous outputs while discriminative models predict discrete class labels
C
Generative models learn the joint distribution P(X, Y) while discriminative models learn P(Y | X) directly
D
Generative models are always unsupervised while discriminative models are always supervised
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