The accuracy of Random Forest performance can be improved by conducting a feature selection with a balancing strategy

One of the significant purposes of building a model is to increase its accuracy within a shorter timeframe through the feature selection process. It is carried out by determining the importance of available features in a dataset using Information Gain (IG). The process is used to calculate the amoun...

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Detalles Bibliográficos
Autores principales: Prasetiyowati, Maria Irmina, Maulidevi, Nur Ulfa, Surendro, Kridanto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Data Mining and Machine Learning
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9299283/
https://www.ncbi.nlm.nih.gov/pubmed/35875646
http://dx.doi.org/10.7717/peerj-cs.1041

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9299283/
https://www.ncbi.nlm.nih.gov/pubmed/35875646
http://dx.doi.org/10.7717/peerj-cs.1041

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