Improving the performance of bagging ensembles for data streams through mini-batching

Cassales, Guilherme; Gomes, Heitor; Bifet, Albert; Pfahringer, Bernhard; Senger, Hermes

doi:10.25455/wgtn.20104937

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Improving the performance of bagging ensembles for data streams through mini-batching

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posted on 2022-06-21, 05:04 authored by Guilherme Cassales, Heitor Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger

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Cassales, G., Gomes, H., Bifet, A., Pfahringer, B. & Senger, H. (2021). Improving the performance of bagging ensembles for data streams through mini-batching. Information Sciences, 580, 260-282. https://doi.org/10.1016/j.ins.2021.08.085

Publisher DOI

https://doi.org/10.1016/j.ins.2021.08.085

Journal title

Information Sciences

Volume

580

Publication date

2021-11-01

Pagination

260-282

Publisher

Elsevier BV

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Published

Online publication date

2021-11-01

ISSN

0020-0255

Language

en

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Mathematical Sciences Information and Computing Sciences Engineering Artificial Intelligence & Image Processing

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CC BY-NC-ND 4.0

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Improving the performance of bagging ensembles for data streams through mini-batching

History

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