Hypothesis Space

What is Hypothesis Space?

The hypothesis space is the set of all possible functions (or models) that a learning algorithm can choose from to best map inputs to outputs.

Where did the term "Hypothesis Space" come from?

Concept from learning theory.

How is "Hypothesis Space" used today?

Determines the 'capacity' of the learning algorithm.

Related Terms

• Machine Learning
• Model Weights