How to Learn from Others: Transfer Machine Learning with Additive Regression Models to Improve Sales Forecasting

no code implementations • 15 May 2020 • Robin Hirt, Niklas Kühl, Yusuf Peker, Gerhard Satzger

For the particular purpose of sales forecasting for similar entities, we propose a transfer machine learning approach based on additive regression models that lets new entities benefit from models of existing entities.

BIG-bench Machine Learning