Learnable function class
id:
learnable-function-class-313-371566
title:
Learnable function class
text:
In statistical learning theory, a learnable function class is a set of functions for which an algorithm can be devised to asymptotically minimize the expected risk, uniformly over all probability distributions. The concept of learnable classes are closely related to regularization in machine learning, and provides large sample justifications for certain learning algorithms.
brand slug:
wiki
category slug:
encyclopedia
description:
original url:
https://en.wikipedia.org/wiki/Learnable_function_class
date created:
date modified:
2023-11-14T19:59:44Z
main entity:
{"identifier":"Q25304510","url":"https://www.wikidata.org/entity/Q25304510"}
image:
fields total:
13
integrity:
13