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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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Bibliografski detalji
Izdano u:Electronics (Basel)
Glavni autori: Gajowniczek, Krzysztof, Grzegorczyk, Iga, Ząbkowski, Tomasz, Bajaj, Chandrajit
Format: Artigo
Jezik:Inglês
Izdano: 2020
Teme:
Online pristup: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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