Instance selection
id:
instance-selection-241-3971099
title:
Instance selection
text:
Instance selection is an important data pre-processing step that can be applied in many machine learning tasks. Approaches for instance selection can be applied for reducing the original dataset to a manageable volume, leading to a reduction of the computational resources that are necessary for performing the learning process. Algorithms of instance selection can also be applied for removing noisy instances, before applying learning algorithms. This step can improve the accuracy in classificatio
brand slug:
wiki
category slug:
encyclopedia
description:
original url:
https://en.wikipedia.org/wiki/Instance_selection
date created:
date modified:
2023-07-22T02:20:19Z
main entity:
{"identifier":"Q30592609","url":"https://www.wikidata.org/entity/Q30592609"}
image:
fields total:
13
integrity:
13