Machine Learning-Based Modeling of the Environmental Degradation, Institutional Quality, and Economic Growth

This study was aimed at investigating the determinants of environmental sustainability in 86 countries from 2007 to 2018. The natural gradient boosting (NGBoost) algorithm was implemented along with five machine learning models to forecast the trends of CO(2) emissions. In addition, the SHapley Addi...

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Detalles Bibliográficos
Autores principales: Jabeur, Sami Ben, Ballouk, Houssein, Arfi, Wissal Ben, Khalfaoui, Rabeh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8611244/
https://www.ncbi.nlm.nih.gov/pubmed/34840524
http://dx.doi.org/10.1007/s10666-021-09807-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8611244/
https://www.ncbi.nlm.nih.gov/pubmed/34840524
http://dx.doi.org/10.1007/s10666-021-09807-0

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