Ensembles of Random SHAPs

4 March 2021

Papers citing "Ensembles of Random SHAPs"

9 / 9 papers shown

Title
A survey and taxonomy of methods interpreting random forest models Maissae Haddouchi A. Berrado 306 8 0 17 Jul 2024
Dual feature-based and example-based explanation methods A. Konstantinov Boris V. Kozlov Stanislav R. Kirpichenko Lev V. Utkin FAtt 292 0 0 29 Jan 2024
SurvBeNIM: The Beran-Based Neural Importance Model for Explaining the Survival Models Lev V. Utkin Danila Eremenko A. Konstantinov 199 0 0 11 Dec 2023
SurvBeX: An explanation method of the machine learning survival models based on the Beran estimatorInternational Journal of Data Science and Analysis (IJDSA), 2023 Lev V. Utkin Danila Eremenko A. Konstantinov 144 5 0 07 Aug 2023
Interpretable Ensembles of Hyper-Rectangles as Base Models A. Konstantinov Lev V. Utkin 245 4 0 15 Mar 2023
WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley ValuesJournal of Biomedical Informatics (JBI), 2022 Amin Nayebi Sindhu Tipirneni Chandan K. Reddy Brandon Foreman V. Subbian FAtt AI4TS 148 36 0 11 Nov 2022
An Explainable Stacked Ensemble Model for Static Route-Free Estimation of Time of Arrival Sören Schleibaum J. Muller Monika Sester AI4TS 155 4 0 17 Mar 2022
An Imprecise SHAP as a Tool for Explaining the Class Probability Distributions under Limited Training Data Lev V. Utkin A. Konstantinov Kirill Vishniakov FAtt 244 7 0 16 Jun 2021
SurvLIME: A method for explaining machine learning survival modelsKnowledge-Based Systems (KBS), 2020 M. Kovalev Lev V. Utkin E. Kasimov 390 101 0 18 Mar 2020