Feature selection for demand forecasting incorporating external covariates

• Main Author: Mantri, Raghav
• Other Authors: Jagath C Rajapakse
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/153745
• Institution: Nanyang Technological University

Feature selection is used to select a subset of features from a dataset, when developing a predictive model, and use only these selected features for prediction. This helps in not only reducing the computational cost but also in improving the forecasting performance of a machine learning model. Popu...