Regularization (mathematics)
id:
regularization-mathematics-178-6416218
title:
Regularization (mathematics)
text:
In mathematics, statistics, finance, and computer science, particularly in machine learning and inverse problems, regularization is a process that converts the answer of a problem to a simpler one. It is often used in solving ill-posed problems or to prevent overfitting. Although regularization procedures can be divided in many ways, the following delineation is particularly helpful:
- Explicit regularization is regularization whenever one explicitly adds a term to the optimization problem. Th
brand slug:
wiki
category slug:
encyclopedia
description:
Technique to make a model more generalizable and transferable
original url:
https://en.wikipedia.org/wiki/Regularization_(mathematics)
date created:
2005-06-08T11:58:49Z
date modified:
2024-09-04T15:12:23Z
main entity:
{"identifier":"Q2061913","url":"https://www.wikidata.org/entity/Q2061913"}
image:
{"content_url":"https://upload.wikimedia.org/wikipedia/commons/0/02/Regularization.svg","width":354,"height":341}
fields total:
13
integrity:
16