Regularization

Rarity: Common

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At a glance

Class

Notion

Domain

Science and technology

In collections

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What Wikipedia says

In mathematics, statistics, finance, and computer science, particularly in machine learning and inverse problems, regularization is a process that converts the answer to a problem to a simpler one. It is often used in solving ill-posed problems or to prevent overfitting.

Excerpt from the Wikipedia article “Regularization (mathematics)”, under the CC BY-SA 4.0 license. Read the article on Wikipedia

Image: Nicoguaro, CC BY 4.0, via Wikimedia Commons.