Limitation of classification tree models in investigating road accident severity

The objective of this study is to discuss the main limitations encountered in the classification process of traffic accident severity, based on decision tree models (CART). With this purpose, CART was used in the mining of an unbalanced database of road accidents, considering injury severity, catego...

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Bibliographic Details
Main Authors: Maria Lígia Chuerubim, Alan Valejo, Barbara Stolte Bezerra, Irineu da Silva
Format: Article
Language:English
Published: Faculdade Meridional IMED 2019-12-01
Series:Revista de Engenharia Civil IMED
Subjects:
Online Access:https://seer.imed.edu.br/index.php/revistaec/article/view/2927