Cost-sensitive machine learning
id:
cost-sensitive-machine-learning-172-8122780
title:
Cost-sensitive machine learning
text:
Cost-sensitive machine learning is an approach within machine learning that considers varying costs associated with different types of errors. This method diverges from traditional approaches by introducing a cost matrix, explicitly specifying the penalties or benefits for each type of prediction error. The inherent difficulty which cost-sensitive machine learning tackles is that minimizing different kinds of classification errors is a multi-objective optimization problem.
brand slug:
wiki
category slug:
encyclopedia
description:
original url:
https://en.wikipedia.org/wiki/Cost-sensitive_machine_learning
date created:
2024-01-09T21:43:39Z
date modified:
2024-09-01T21:25:48Z
main entity:
{"identifier":"Q124358955","url":"https://www.wikidata.org/entity/Q124358955"}
image:
fields total:
13
integrity:
14