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Monotone Tree-Based GAMI Models by Adapting XGBoost

Simulated datasets are used to demonstrate the behaviors of mono-GAMI-Tree and EBM, both of which use piecewise constant fits.

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Cite this as

Linwei Hu, Soroush Aramideh, Jie Chen, Vijayan N. Nair (2024). Dataset: Monotone Tree-Based GAMI Models by Adapting XGBoost. https://doi.org/10.57702/75t1o3h9

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Additional Info

Field	Value
Created	December 3, 2024
Last update	December 3, 2024
Defined In	https://doi.org/10.48550/arXiv.2309.02426
Author	Linwei Hu
More Authors	Soroush Aramideh Jie Chen Vijayan N. Nair