BoostTree and BoostForest for Ensemble Learning
Bootstrap aggregating (Bagging) and boosting are two popular ensemble learning approaches, which combine multiple base learners to generate a composite model for more accurate and more reliable performance. They have been widely used in biology, engineering, healthcare, etc. This article proposes Bo...
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Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 7 vom: 08. Juli, Seite 8110-8126
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| 1. Verfasser: |
Zhao, Changming
(VerfasserIn) |
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| Weitere Verfasser: |
Wu, Dongrui,
Huang, Jian,
Yuan, Ye,
Zhang, Hai-Tao,
Peng, Ruimin,
Shi, Zhenhua |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2023
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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