Dataset Groups Activity Stream 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. BibTex: @dataset{Linwei_Hu_and_Soroush_Aramideh_and_Jie_Chen_and_Vijayan_N_Nair_2024, abstract = {Simulated datasets are used to demonstrate the behaviors of mono-GAMI-Tree and EBM, both of which use piecewise constant fits.}, author = {Linwei Hu and Soroush Aramideh and Jie Chen and Vijayan N. Nair}, doi = {10.57702/75t1o3h9}, institution = {No Organization}, keyword = {'GAMI', 'Interactions', 'Machine Learning', 'Monotone Tree-Based Models', 'XGBoost'}, month = {dec}, publisher = {TIB}, title = {Monotone Tree-Based GAMI Models by Adapting XGBoost}, url = {https://service.tib.eu/ldmservice/dataset/monotone-tree-based-gami-models-by-adapting-xgboost}, year = {2024} }
