Evaluating time series forecasting models: An empirical study on performance estimation methods

Vitor Cerqueira, Luis Torgo, Igor Mozetic

Performance estimation aims at estimating the loss that a predictive model will incur on unseen data. These procedures are part of the pipeline in every machine learning project an…