The Evaluation of RecSys — Part 2: Factorization Machines and XGBoost

Part 2 of the series: how Factorization Machines generalized MF to arbitrary features, how XGBoost handled non-linear ranking, and the limitations that pushed the field toward deep neural networks.

March 11, 2025 · 8 min · Abdullah Al Mamun