Regression trees for predicting mortality in patients with cardiovascular disease: What improvement is achieved by using ensemble-based methods?

In biomedical research, the logistic regression model is the most commonly used method for predicting the probability of a binary outcome. While many clinical researchers have expressed an enthusiasm for regression trees, this method may have limited accuracy for predicting health outcomes. We aimed...

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Detalles Bibliográficos
Autores principales: Austin, Peter C, Lee, Douglas S, Steyerberg, Ewout W, Tu, Jack V
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Blackwell Publishing Ltd 2012
Materias:
Performance of Prediction
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3470596/
https://www.ncbi.nlm.nih.gov/pubmed/22777999
http://dx.doi.org/10.1002/bimj.201100251

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3470596/
https://www.ncbi.nlm.nih.gov/pubmed/22777999
http://dx.doi.org/10.1002/bimj.201100251

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