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Calibrating random forests for probability estimation

Probabilities can be consistently estimated using random forests. It is, however, unclear how random forests should be updated to make predictions for other centers or at different time points. In this work, we present two approaches for updating random forests for probability estimation. The first...

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Detalles Bibliográficos
Autores principales: Dankowski, Theresa, Ziegler, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5074325/
https://www.ncbi.nlm.nih.gov/pubmed/27074747
http://dx.doi.org/10.1002/sim.6959