Exploring the Importance of Transportation Infrastructure and Accessibility to Satisfaction with Urban and Suburban Neighborhoods: An Application of Gradient Boosting Decision Trees

Residential neighborhood characteristics, especially those related to transportation infrastructure and accessibility, enable the daily lives of residents and presumably enhance their satisfaction with neighborhoods. Using 2011 data in the Twin Cities, this study employs the gradient boosting decis...

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Bibliographic Details
Main Authors: Jason Cao, Xinyi Wu
Format: Article
Language:English
Published: Findings Press 2019-02-01
Series:Findings
Online Access:https://doi.org/10.32866/7209