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Comparison of Variable Selection Methods for Clinical Predictive Modeling

OBJECTIVE: Modern machine learning-based modeling methods are increasingly applied to clinical problems. One such application is in variable selection methods for predictive modeling. However, there is limited research comparing the performance of classic and modern for variable selection in clinica...

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Bibliografische gegevens
Gepubliceerd in:Int J Med Inform
Hoofdauteurs: Sanchez-Pinto, L. Nelson, Venable, Laura Ruth, Fahrenbach, John, Churpek, Matthew M.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2018
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6003624/
https://ncbi.nlm.nih.gov/pubmed/29887230
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ijmedinf.2018.05.006
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