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Fractional ridge regression: a fast, interpretable reparameterization of ridge regression
BACKGROUND: Ridge regression is a regularization technique that penalizes the L2-norm of the coefficients in linear regression. One of the challenges of using ridge regression is the need to set a hyperparameter (α) that controls the amount of regularization. Cross-validation is typically used to se...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Oxford University Press
2020
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7702219/ https://www.ncbi.nlm.nih.gov/pubmed/33252656 http://dx.doi.org/10.1093/gigascience/giaa133 |