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Weibull Regression and Machine Learning Survival Models: Methodology, Comparison, and Application to Biomedical Data Related to Cardiac Surgery

In this article, we propose a comparative study between two models that can be used by researchers for the analysis of survival data: (i) the Weibull regression model and (ii) the random survival forest (RSF) model. The models are compared considering the error rate, the performance of the model thr...

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Principais autores: Thalytta Cavalcante, Raydonal Ospina, Víctor Leiva, Xavier Cabezas, Carlos Martin-Barreiro
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-03-01
Serier:Biology
Fag:
binary trees
Harrell index
model diagnostics
non-normal regression
random forest
statistical software
Online adgang:https://www.mdpi.com/2079-7737/12/3/442
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