Data augmentation
id:
data-augmentation-164-9668620
title:
Data augmentation
text:
Data augmentation is a statistical technique which allows maximum likelihood estimation from incomplete data. Data augmentation has important applications in Bayesian analysis, and the technique is widely used in machine learning to reduce overfitting when training machine learning models, achieved by training models on several slightly-modified copies of existing data.
brand slug:
wiki
category slug:
encyclopedia
description:
Data analysis technique
original url:
https://en.wikipedia.org/wiki/Data_augmentation
date created:
2016-08-28T14:38:11Z
date modified:
2024-08-28T22:58:06Z
main entity:
{"identifier":"Q85014143","url":"https://www.wikidata.org/entity/Q85014143"}
image:
fields total:
13
integrity:
15