Decision Tree Ensemble Method for Analyzing Traffic Accidents of Novice Drivers in Urban Areas

Decision Tree Ensemble Method for Analyzing Traffic Accidents of Novice Drivers in Urban Areas

Presently, there is a critical need to analyze traffic accidents in order to mitigate their terrible economic and human impact. Most accidents occur in urban areas. Furthermore, driving experience has an important effect on accident analysis, since inexperienced drivers are more likely to suffer fat...

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Bibliographic Details
Main Authors: Serafín Moral-García, Javier G. Castellano, Carlos J. Mantas, Alfonso Montella, Joaquín Abellán
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Entropy
Subjects:
data mining
decision tree
novice drivers
road safety
traffic accident
severity
decision rules
Online Access:https://www.mdpi.com/1099-4300/21/4/360

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https://www.mdpi.com/1099-4300/21/4/360

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