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GeoShapley: A Game Theory Approach to Measuring Spatial Effects in Machine Learning Models
Annals of the American Association of Geographers ( IF 3.2 ) Pub Date : 2024-06-20 , DOI: 10.1080/24694452.2024.2350982 Ziqi Li 1
Annals of the American Association of Geographers ( IF 3.2 ) Pub Date : 2024-06-20 , DOI: 10.1080/24694452.2024.2350982 Ziqi Li 1
Affiliation
This article introduces GeoShapley, a game theory approach to measuring spatial effects in machine learning models. GeoShapley extends the Nobel Prize–winning Shapley value framework in game theory...
中文翻译:
GeoShapley:测量机器学习模型中空间效应的博弈论方法
本文介绍了 GeoShapley,一种用于测量机器学习模型中空间效应的博弈论方法。 GeoShapley 扩展了博弈论中获得诺贝尔奖的 Shapley 价值框架......
更新日期:2024-06-20
中文翻译:
GeoShapley:测量机器学习模型中空间效应的博弈论方法
本文介绍了 GeoShapley,一种用于测量机器学习模型中空间效应的博弈论方法。 GeoShapley 扩展了博弈论中获得诺贝尔奖的 Shapley 价值框架......