Don't dismiss logistic regression: the case for sensible extraction of interactions in the era of machine learning.

Background: Machine learning approaches have become increasingly popular modeling techniques, relying on data-driven heuristics to arrive at its solutions. Recent comparisons between these algorithms and traditional statistical modeling techniques have largely ignored the superiority gained by the f...

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Detalles Bibliográficos
Publicado en:BMC Medical Research Methodology Vol. 20; no. 1; pp. 1 - 16
Autores principales: Levy, Joshua J., O'Malley, A. James
Formato: research Journal Article
Publicado: BioMed Central 6/29/2020
Acceso en línea:Ver este registro en EBSCOhost