More importantly, the proposed model allows us to obtain a quite significant improvement on the test set compared to both the ridge and the OLS solutions, which clearly demonstrates the superiority in terms of the generalization of the proposed model.
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Graph Regression Model for Spatial and Temporal Environmental Data-Case of Carbon Dioxide Emissions in the United States.
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