Enhancing Robustness of Gradient-Boosted Decision Trees through One-Hot Encoding and Regularization

no code implementations • 26 Apr 2023 • Shijie Cui, Agus Sudjianto, Aijun Zhang, Runze Li

Gradient-boosted decision trees (GBDT) are widely used and highly effective machine learning approach for tabular data modeling.

regression