Browsing by Subject "XGBoost"
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Long and Short Term Energy Demand Forecasting using XGBoost Models
(LACCEI Inc., 2021-07)As part of the technical studies in energy demand required by regulatory entities in Peru, this paper proposes the use of XGBoost Linear and Decision Trees models based on econometric long and short term variables for ... -
Modeling and prediction of a multivariate photovoltaic system, using the multiparametric regression model with Shrinkage regularization and eXtreme Gradient Boosting.
(LACCEI Inc., 2021-07)Alternative energy systems have more frequently been acquiring a fundamental role in the generation of energy that promotes the development of countries in social, economic, and environmental terms. For the efficient ...