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A Multicriteria Approach to Find Predictive and Sparse Models with Stable Feature Selection for High-Dimensional Data

Finding a good predictive model for a high-dimensional data set can be challenging. For genetic data, it is not only important to find a model with high predictive accuracy, but it is also important that this model uses only few features and that the selection of these features is stable. This is be...

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Detalhes bibliográficos
Publicado no:Comput Math Methods Med
Main Authors: Bommert, Andrea, Rahnenführer, Jörg, Lang, Michel
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5556617/
https://ncbi.nlm.nih.gov/pubmed/28835769
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2017/7907163
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