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Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models
Journal of Computational And Graphical Statistics (JCGS), 2021
9 August 2021
Alan N. Inglis
Andrew C. Parnell
C. Hurley
FAtt
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Papers citing
"Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models"
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Adaptive Physics-Informed Neural Networks with Multi-Category Feature Engineering for Hydrogen Sorption Prediction in Clays, Shales, and Coals
Mohammad Nooraiepour
Mohammad Masoudi
Zezhang Song
Helge Hellevang
AI4CE
55
1
0
24 Aug 2025
midr: Learning from Black-Box Models by Maximum Interpretation Decomposition
Ryoichi Asashiba
Reiji Kozuma
Hirokazu Iwasawa
196
0
0
10 Jun 2025
From XAI to MLOps: Explainable Concept Drift Detection with Profile Drift Detection
Ugur Dar
Mustafa Cavus
312
0
0
15 Dec 2024
shapiq: Shapley Interactions for Machine Learning
Neural Information Processing Systems (NeurIPS), 2024
Maximilian Muschalik
Hubert Baniecki
Fabian Fumagalli
Patrick Kolpaczki
Barbara Hammer
Eyke Hüllermeier
TDI
283
45
0
02 Oct 2024
Unveiling Population Heterogeneity in Health Risks Posed by Environmental Hazards Using Regression-Guided Neural Network
Jong Woo Nam
Eun Young Choi
Jennifer A. Ailshire
Yao-Yi Chiang
98
0
0
20 Sep 2024
Bayesian Causal Forests for Longitudinal Data: Assessing the Impact of Part-Time Work on Growth in High School Mathematics Achievement
Nathan McJames
Ann O'Shea
Andrew C. Parnell
227
2
0
16 Jul 2024
Explainable Interface for Human-Autonomy Teaming: A Survey
Xiangqi Kong
Yang Xing
Antonios Tsourdos
Ziyue Wang
Weisi Guo
Adolfo Perrusquía
Andreas Wikander
341
12
0
04 May 2024
vivid: An R package for Variable Importance and Variable Interactions Displays for Machine Learning Models
The R Journal (JR), 2022
Alan N. Inglis
Andrew C. Parnell
C. Hurley
FAtt
124
13
0
20 Oct 2022
Visualizations for Bayesian Additive Regression Trees
Alan N. Inglis
Andrew C. Parnell
Cathrine Hurley
160
5
0
18 Aug 2022
Accounting for shared covariates in semi-parametric Bayesian additive regression trees
E. Prado
Andrew C. Parnell
Keefe Murphy
Nathan McJames
Ann O'Shea
R. Moral
322
2
0
17 Aug 2021
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