Thomas Parnell

Benchmarking and Optimization of Gradient Boosted Decision Tree Algorithms

2018 · arXiv (Cornell University)

Gradient boosting decision trees (GBDTs) have seen widespread adoption in academia, industry and competitive data science due to their state-of-the-art performance in many machine learning tasks. One relative downside to these models is the large …