Vehicle involvements in hydroplaning crashes: Applying interpretable machine learning

Vehicle involvements in hydroplaning crashes: Applying interpretable machine learning

Although hydroplaning is a major contributor to roadway crashes, it is not typically reported in conventional crash databases. Hence, a framework to classify various crash attributes from police reports and to identify hydroplaning crashes is strongly needed. This study applied natural language proc...

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Bibliographic Details
Main Authors: Subasish Das, Anandi Dutta, Kakan Dey, Mohammad Jalayer, Abhisek Mudgal
Format: Article
Language:English
Published: Elsevier 2020-07-01
Series:Transportation Research Interdisciplinary Perspectives
Subjects:
Hydroplaning crash
Crash narrative
Machine learning
Precision
Recall
Online Access:http://www.sciencedirect.com/science/article/pii/S2590198220300877

Internet

http://www.sciencedirect.com/science/article/pii/S2590198220300877

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