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CS 189 Intro to Learning Theory

CS 189 Learning Theory blog

This is a blog post for CS 189 lecture on Learning Theory, contents are organized in the flow of the lecture. This blog isn’t the final version yet.

A range space is a pair , H:

P is set of all possible test/training points (can be infinite)

H is a hypothesis class (set the boundary of legal classifiers), a set of hypotheses (classifiers)

  • e.g. all the linear classifiers
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