Application of Machine Learning Models to the Analysis of Skid Resistance Data

Application of Machine Learning Models to the Analysis of Skid Resistance Data

This paper evaluates the ability of some state-of-the-art Machine Learning models, namely SVM (support vector machines), DT (decision tree) and MLR (multiple linear regression), to predict pavement skid resistance. The study encompasses both regression and classification tasks. In the regression tas...

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Bibliographic Details
Main Authors: Aboubakar Koné, Ahmed Es-Sabar, Minh-Tan Do
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Lubricants
Subjects:
skid resistance
machine learning
regression
classification
SVM
decision tree
Online Access:https://www.mdpi.com/2075-4442/11/8/328

Internet

https://www.mdpi.com/2075-4442/11/8/328

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