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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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Detalhes bibliográficos
Publicado no:Stat Med
Main Authors: Dankowski, Theresa, Ziegler, Andreas
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5074325/
https://ncbi.nlm.nih.gov/pubmed/27074747
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6959
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