Understanding cycling distance according to the prediction of the XGBoost and the interpretation of SHAP: A non-linear and interaction effect analysis

Author:

Ji Shujuan,Wang Xin,Lyu Tao,Liu Xiaojie,Wang Yuanqing,Heinen Eva,Sun Zhenwei

Publisher

Elsevier BV

Subject

General Environmental Science,Transportation,Geography, Planning and Development

Reference90 articles.

1. New methods to measure the built environment for human-scale travel research: Individual access corridor (iac) analytics to better understand sustainable active travel choices;Appleyard;J. Transport Land Use,2016

2. Prompted recall in global positioning system survey: Proof-of-concept study;Bachu;Transp. Res. Rec.,2001

3. A mathematical model for group structure;Bavelas;Appl. Anthropol.,1948

4. Where do cyclists ride? A route choice model developed with revealed preference gps data;Broach;Transp. Res. A Policy Pract.,2012

5. Low-stress bicycling connectivity: Assessment of the network build-out in edmonton. Canada;Cabral;Case Study Transport Policy,2019

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