Examinando por Autor "Díaz Ramos, Cristina"
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- ÍtemPronóstico de la demanda del biodiesel mediante la aplicación de técnicas de machine learning(Fundación Universitaria Los Libertadores. Sede Bogotá., ) Díaz Ramos, Cristina; Gallego Torres, Adriana Patricia; Gonzalez Veloza, John FredyThis article addresses the application of a Machine Learning forecasting model to establish the demand for the main material used in drilling oil wells. An analysis of the data available from the study company was carried out, allowing the identification of the five materials with the highest participation in the daily transactions of an operation, taking as input data of the model the Biodiesel material that represents 42% of the registered transactions. Subsequently, two models are trained, Regression Trees and Random Forest, a transformation and cleaning of the data was carried out, two algorithms were trained. Finally, these models are evaluated, using measures of mean absolute percentage error.