Predicting Residential Energy Consumption in South Africa Using Ensemble Models

This study presents ensemble machine learning (ML) models for predicting residential energy consumption in South Africa. By combining the best features of individual ML models, ensemble models reduce the drawbacks of each model and improve prediction accuracy. We present four ensemble models: ensemb...

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Bibliographic Details
Main Authors: David Attipoe, Donatien Koulla Moulla, Ernest Mnkandla, Alain Abran
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:Applied Computational Intelligence and Soft Computing
Online Access:http://dx.doi.org/10.1155/acis/5211419
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