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Using Model-Based Trees with Boosting to Fit Low-Order Functional ANOVA
  Models

Using Model-Based Trees with Boosting to Fit Low-Order Functional ANOVA Models

14 July 2022
Linwei Hu
Jie Chen
V. Nair
ArXivPDFHTML

Papers citing "Using Model-Based Trees with Boosting to Fit Low-Order Functional ANOVA Models"

3 / 3 papers shown
Title
Monotone Tree-Based GAMI Models by Adapting XGBoost
Monotone Tree-Based GAMI Models by Adapting XGBoost
Linwei Hu
Soroush Aramideh
Jie Chen
V. Nair
17
1
0
05 Sep 2023
Computing SHAP Efficiently Using Model Structure Information
Computing SHAP Efficiently Using Model Structure Information
Linwei Hu
Ke Wang
FAtt
20
1
0
05 Sep 2023
Interpretable Machine Learning based on Functional ANOVA Framework:
  Algorithms and Comparisons
Interpretable Machine Learning based on Functional ANOVA Framework: Algorithms and Comparisons
Linwei Hu
V. Nair
Agus Sudjianto
Aijun Zhang
Jie Chen
20
8
0
25 May 2023
1