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Weighted Random Forests to Improve Arrhythmia Classification

Construction of an ensemble model is a process of combining many diverse base predictive learners. It arises questions of how to weight each model and how to tune the parameters of the weighting process. The most straightforward approach is simply to average the base models. However, numerous studie...

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Detalhes bibliográficos
Publicado no:Electronics (Basel)
Main Authors: Gajowniczek, Krzysztof, Grzegorczyk, Iga, Ząbkowski, Tomasz, Bajaj, Chandrajit
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7015067/
https://ncbi.nlm.nih.gov/pubmed/32051761
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/electronics9010099
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