Modeling Energy Access Challenges in Europe: A Neural Network Approach to Predicting Household Heating Inadequacy Using Macro-Energy Indicators

This study explores the use of machine learning models to predict the percentage of the population unable to keep their houses adequately warm in European countries. The research focuses on applying three machine learning models—ElasticNet, decision trees, and neural networks—using macro-energy indi...

Full description

Saved in:
Bibliographic Details
Main Authors: Monika Kulisz, Justyna Kujawska, Michał Cioch, Wojciech Cel
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/17/23/6104
Tags: Add Tag
No Tags, Be the first to tag this record!