Composition of feature selection techniques for improving the global horizontal irradiance estimation

Rahul Gupta,Anil Kumar Yadav,SK Jha,Pawan Kumar Pathak

Thermal Science and Engineering Progress（2024）

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摘要

•Extraction of optimal subset of features from different feature selection techniques.•Implementation of eighteen machine learning algorithms considering without and with selection of features.•Exploration of tree based ensemble methods for accurate estimation of Global horizontal irradiance.

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关键词

Global horizontal irradiance,Feature selection,Machine learning regressor,Independent predictors,Estimation

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