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Research on PM(2.5) Integrated Prediction Model Based on Lasso-RF-GAM

PM(2.5) concentration is very difficult to predict, for it is the result of complex interactions among various factors. This paper combines the random forest-recursive feature elimination algorithm and lasso regression for joint feature selection, puts forward a PM(2.5) concentration prediction mode...

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Detalles Bibliográficos
Autores principales: Wu, Tingxian, Zhao, Ziru, Wei, Haoxiang, Peng, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7351685/
http://dx.doi.org/10.1007/978-981-15-7205-0_8