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Hypothesis Classes and Function Spaces
Hypothesis Classes and Function Spaces
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What is a hypothesis class in statistical learning theory?
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A.
The collection of training data points used to build and evaluate the learned model
B.
The true unknown function that generated the observed data, which the learner tries to recover
C.
A statistical testing procedure for evaluating whether a fitted model is statistically significant
D.
The set of all functions that the learning algorithm can output as candidate solutions
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