Marcin Nowak

Explainable Machine Learning and Necessary Condition Analysis for Product Sales Forecasting in Retail

Sales forecasting in retail and e-commerce-related environments supports key decisions concerning inventory management, promotion planning, pricing policy, and sales strategy optimization. The aim of this article is to develop a predictive framework for product sales forecasting using machine learning regression algori...