Comparison of Statistical and Machine-Learning Models on Road Traffic Accident Severity Classification

Comparison of Statistical and Machine-Learning Models on Road Traffic Accident Severity Classification

Portugal has the sixth highest road fatality rate among European Union members. This is a problem of different dimensions with serious consequences in people’s lives. This study analyses daily data from police and government authorities on road traffic accidents that occurred between 2016 and 2019 i...

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Bibliographic Details
Main Authors: Paulo Infante, Gonçalo Jacinto, Anabela Afonso, Leonor Rego, Vitor Nogueira, Paulo Quaresma, José Saias, Daniel Santos, Pedro Nogueira, Marcelo Silva, Rosalina Pisco Costa, Patrícia Gois, Paulo Rebelo Manuel
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Computers
Subjects:
injury
logistic regression
machine learning
road traffic accidents
severity of victims
Online Access:https://www.mdpi.com/2073-431X/11/5/80

Internet

https://www.mdpi.com/2073-431X/11/5/80

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