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Imbalanced regression using regressor-classifier ensembles

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Main Authors: Oghenejokpeme I., Orhobor, Nastasiya F., Grinberg, Larisa N., Soldatova
Format: Book
Language:English
Published: Springer 2023
Subjects:
classification algorithm
different domains
Online Access:https://link.springer.com/article/10.1007/s10994-022-06199-4
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7337
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spelling oai:localhost:PNK-73372023-03-30T07:04:50Z Imbalanced regression using regressor-classifier ensembles Oghenejokpeme I., Orhobor Nastasiya F., Grinberg Larisa N., Soldatova classification algorithm different domains CC BY We present an extension to the federated ensemble regression using classification algorithm, an ensemble learning algorithm for regression problems which leverages the distribution of the samples in a learning set to achieve improved performance. We evaluated the extension using four classifiers and four regressors, two discretizers, and 119 responses from a wide variety of datasets in different domains. 2023-03-30T07:04:50Z 2023-03-30T07:04:50Z 2023 Book https://link.springer.com/article/10.1007/s10994-022-06199-4 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7337 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic classification algorithm
different domains
spellingShingle classification algorithm
different domains
Oghenejokpeme I., Orhobor
Nastasiya F., Grinberg
Larisa N., Soldatova
Imbalanced regression using regressor-classifier ensembles
description CC BY
format Book
author Oghenejokpeme I., Orhobor
Nastasiya F., Grinberg
Larisa N., Soldatova
author_facet Oghenejokpeme I., Orhobor
Nastasiya F., Grinberg
Larisa N., Soldatova
author_sort Oghenejokpeme I., Orhobor
title Imbalanced regression using regressor-classifier ensembles
title_short Imbalanced regression using regressor-classifier ensembles
title_full Imbalanced regression using regressor-classifier ensembles
title_fullStr Imbalanced regression using regressor-classifier ensembles
title_full_unstemmed Imbalanced regression using regressor-classifier ensembles
title_sort imbalanced regression using regressor-classifier ensembles
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s10994-022-06199-4
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7337
_version_ 1761821914448265216
score 8.891787

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