Random kernel k-nearest neighbors regression
The k-nearest neighbors (KNN) regression method, known for its nonparametric nature, is highly valued for its simplicity and its effectiveness in handling complex structured data, particularly in big data contexts. However, this method is susceptible to overfitting and fit discontinuity, which prese...
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| Principais autores: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
Frontiers Media S.A.
2024-07-01
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| Series: | Frontiers in Big Data |
| Assuntos: | |
| Acceso en liña: | https://www.frontiersin.org/articles/10.3389/fdata.2024.1402384/full |
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