... correlation analysis and feature engineering, seven ML algorithms – linear regression, random forest, gradient boosting, multilayer perceptron (MLP), K-nearest neighbours (KNN), support vector regression (SVR) and XGBoost – were comparatively evaluated for predicting energy savings. Model performance...