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Prediction and Variable Selection in High-Dimensional Misspecified Binary Classification

In this paper, we consider prediction and variable selection in the misspecified binary classification models under the high-dimensional scenario. We focus on two approaches to classification, which are computationally efficient, but lead to model misspecification. The first one is to apply penalize...

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Detalles Bibliográficos
Publicado en:Entropy (Basel)
Autores principales: Furmańczyk, Konrad, Rejchel, Wojciech
Formato: Artigo
Lenguaje:Inglês
Publicado: MDPI 2020
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7517038/
https://ncbi.nlm.nih.gov/pubmed/33286314
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22050543
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