Feature Selection for Predicting Building Energy Consumption Based on Statistical Learning Method

Machine learning methods are widely studied and applied to predict building energy consumption. Since the factors associated with building energy behaviors are quite abundant and complex, this paper investigates for the first time how the selection of subsets of features influence the model performa...

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Bibliographic Details
Main Authors: Hai-Xiang Zhao, Frédéric Magoulès
Format: Article
Language:English
Published: SAGE Publishing 2012-03-01
Series:Journal of Algorithms & Computational Technology
Online Access:https://doi.org/10.1260/1748-3018.6.1.59