Multiclass Classification with Imbalanced Datasets for Car Ownership Demand Model – Cost-Sensitive Learning

In terms of the travel demand prediction from the household car ownership model, if the imbalanced data were used to support the transportation policy via a machine learning model, it would negatively affect the algorithm training process. The data on household car ownership obtained from the study...

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Bibliographic Details
Main Author: Patiphan Kaewwichian
Format: Article
Language:English
Published: University of Zagreb, Faculty of Transport and Traffic Sciences 2021-05-01
Series:Promet (Zagreb)
Subjects:
Online Access:https://traffic.fpz.hr/index.php/PROMTT/article/view/3728