Classification Performance of Neural Networks Versus Logistic Regression Models: Evidence From Healthcare Practice

Machine learning encompasses statistical approaches such as logistic regression (LR) through to more computationally complex models such as neural networks (NN). The aim of this study is to review current published evidence for performance from studies directly comparing logistic regression, and neu...

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Detalles Bibliográficos
Autores principales: Issitt, Richard W, Cortina-Borja, Mario, Bryant, William, Bowyer, Stuart, Taylor, Andrew M, Sebire, Neil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cureus 2022
Materias:
Quality Improvement
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8942139/
https://www.ncbi.nlm.nih.gov/pubmed/35345728
http://dx.doi.org/10.7759/cureus.22443

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8942139/
https://www.ncbi.nlm.nih.gov/pubmed/35345728
http://dx.doi.org/10.7759/cureus.22443

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