Research on light comfort of waiting hall of high-speed railway station in cold region based on interpretable machine learning

HIGHLIGHTS

  • who: Falian Xie and collaborators from the Harbin, China School of Landscape Architecture, Northeast Forestry University, No26, He Xing Road, Xiang Fang District have published the research work: Research on Light Comfort of Waiting Hall of High-Speed Railway Station in Cold Region Based on Interpretable Machine Learning, in the Journal: Buildings 2023, 1105 of 21/04/2023
  • what: The results showed that the model was valid; that is the coefficient of determination between the predicted value and the target one exceeds 0.980 without overfitting indicating that the interpretability analysis based on the GBRT . . .

     

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