Algorithms to estimate Shapley value feature attributions
Feature attributions based on the Shapley value are popular for explaining machine
learning models. However, their estimation is complex from both theoretical and …
learning models. However, their estimation is complex from both theoretical and …
[PDF][PDF] Algorithms to estimate Shapley value feature attributions
H Chen - rosanneliu.com
▪ The original paper on Shapley value explanations proposed SHAP values▪ They were
shown to be a unique solution in the class of additive feature attribution methods based on a …
shown to be a unique solution in the class of additive feature attribution methods based on a …
Algorithms to Estimate Shapley Value Feature Attributions
H Chen - 2022 - search.proquest.com
Black box machine learning models are increasingly prevalent. Their complex nature
enables strong predictive accuracy but also makes them hard for humans to understand …
enables strong predictive accuracy but also makes them hard for humans to understand …
Algorithms to estimate Shapley value feature attributions
H Chen, IC Covert, SM Lundberg, SI Lee - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
Feature attributions based on the Shapley value are popular for explaining machine
learning models; however, their estimation is complex from both a theoretical and …
learning models; however, their estimation is complex from both a theoretical and …
Algorithms to Estimate Shapley Value Feature Attributions
H Chen - 2022 - digital.lib.washington.edu
Black box machine learning models are increasingly prevalent. Their complex nature
enables strong predictive accuracy but also makes them hard for humans to understand …
enables strong predictive accuracy but also makes them hard for humans to understand …
Algorithms to estimate Shapley value feature attributions
H Chen, IC Covert, SM Lundberg, SI Lee - arXiv preprint arXiv:2207.07605, 2022 - arxiv.org
Feature attributions based on the Shapley value are popular for explaining machine
learning models; however, their estimation is complex from both a theoretical and …
learning models; however, their estimation is complex from both a theoretical and …
Algorithms to estimate Shapley value feature attributions
H Chen, IC Covert, SM Lundberg… - Nature Machine …, 2023 - search.proquest.com
Feature attributions based on the Shapley value are popular for explaining machine
learning models. However, their estimation is complex from both theoretical and …
learning models. However, their estimation is complex from both theoretical and …