Modeling Road Accident Severity with Comparisons of Logistic Regression, Decision Tree and Random Forest

To reduce the damage caused by road accidents, researchers have applied different techniques to explore correlated factors and develop efficient prediction models. The main purpose of this study is to use one statistical and two nonparametric data mining techniques, namely, logistic regression (LR),...

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Bibliographic Details
Main Authors: Mu-Ming Chen, Mu-Chen Chen
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/11/5/270