Machine Learning for Forecasting: Size Matters

Comparing classical forecasting methods with machine learning

Photo by Mika Baumeister on Unsplash

Machine learning has been increasingly applied to solve forecasting problems. Classical forecasting approaches, such as ARIMA or exponential smoothing are being replaced by machine learning regression algorithms, such as XGBoost, Gaussian processes or deep learning. However, despite…