An Exact Game-Theoretic Variable Importance Index for Generalized Additive Models-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

An Exact Game-Theoretic Variable Importance Index for Generalized Additive Models

Published:2024-04-15 Issue: Volume: Page:1-10
ISSN:1061-8600
Container-title:Journal of Computational and Graphical Statistics
language:en
Short-container-title:Journal of Computational and Graphical Statistics

Author:

Khorrami Chokami Amir¹²^ORCID,Rabitti Giovanni³⁴

Affiliation:

1. ESOMAS Department, University of Torin, Torino, Italy

2. Collegio Carlo Alberto, Torino, Italy

3. Department of Actuarial Mathematics and Statistics, Heriot-Watt University, Edinburgh, UK

4. Maxwell Institute for Mathematical Sciences, Edinburgh, UK

Funder

European Union - Next Generation EU

Publisher

Informa UK Limited

Link

https://www.tandfonline.com/doi/pdf/10.1080/10618600.2024.2327577

Reference31 articles.

1. OR Forum—An Algorithmic Approach to Linear Regression

2. Bordt, S., and von Luxburg, U. (2023), “From Shapley Values to Generalized Additive Models and Back,” in Proceedings of The 26th International Conference on Artificial Intelligence and Statistics, Volume 206 of Proceedings of Machine Learning Research, eds. F. Ruiz, J. Dy, and J.-W. van de Meent, pp. 709–745, PMLR.

3. Sensitivity analysis: A review of recent advances

4. Screening: From tornado diagrams to effective dimensions

5. Polynomial calculation of the Shapley value based on sampling

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP