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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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Detalles Bibliográficos
Autores principales: Gajowniczek, Krzysztof, Grzegorczyk, Iga, Ząbkowski, Tomasz, Bajaj, Chandrajit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7015067/
https://www.ncbi.nlm.nih.gov/pubmed/32051761
http://dx.doi.org/10.3390/electronics9010099

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