Questions tagged [hypothesis-class]

For questions related to the concept of a hypothesis class in the context of computational learning theory. A hypothesis class can be defined as the set of hypotheses (i.e. functions) considered by the learning algorithm.

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Is there any practical application of knowing whether a concept class is PAC-learnable?

A concept class $C$ is PAC-learnable if there exists an algorithm that can output a hypothesis with probability at least $(1-\delta)$ (the "probably" part), and an error that is less than $\epsilon$ (...