SigOpt Mulch: An Intelligent System for AutoML of Gradient Boosted Trees

Aleksei Sorokin, Xinran Zhu, Eric Hans Lee +1

Gradient boosted trees (GBTs) are ubiquitous models used by researchers, machine learning (ML) practitioners, and data scientists because of their robust performance, interpretable…