Imbalanced regression using regressor-classifier ensembles
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2023
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| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s10994-022-06199-4 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7337 |
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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 |