How does machine learning compare to conventional econometrics for transport data sets? A test of ML versus MLE

Author:

Li Weijia (Vivian)12,Kockelman Kara M.3ORCID

Affiliation:

1. School of Architecture Chang’an University Xi’an China

2. Department of Civil, Architectural and Environmental Engineering University of Texas at Austin Austin Texas USA

3. Dewitt Greer Centennial Professor of Transportation Engineering The University of Texas at Austin Austin Texas USA

Publisher

Wiley

Subject

Global and Planetary Change

Reference55 articles.

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4. Brathwaite T. Vij A.&Walker J. L.Machine learning meets microeconomics: The case of decision trees and discrete choice arXiv preprint arXiv:1711.04826.

5. Bagging predictors

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