Handling Imbalanced Data in Road Crash Severity Prediction by Machine Learning Algorithms

Crash severity is undoubtedly a fundamental aspect of a crash event. Although machine learning algorithms for predicting crash severity have recently gained interest by the academic community, there is a significant trend towards neglecting the fact that crash datasets are acutely imbalanced. Overlo...

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Bibliographic Details
Main Authors: Nicholas Fiorentini, Massimo Losa
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Infrastructures
Subjects:
Online Access:https://www.mdpi.com/2412-3811/5/7/61

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