Non-linear associations between the urban built environment and commuting modal split: a random forest approach and shap evaluation

HIGHLIGHTS

• who: FAIZEH HATAMI and colleagues from the of Geography, University of North Carolina at Charlotte, Charlotte, NC, USA have published the Article: Non-Linear Associations Between the Urban Built Environment and Commuting Modal Split: A Random Forest Approach and SHAP Evaluation, in the Journal: (JOURNAL)
• what: The authors evaluate the impact of built environment variables on commuting modal split including the four modes of public transit-bus public transit-rail walking driving. Considering the limitations of the extant literature, this study seeks to identify the factors that influence commuting mode choices using ML techniques and . . .
  

   

  

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