Data and Genetic Programming Expression for Marshall parameters of base and wearing course

Published: 21 October 2025| Version 2 | DOI: 10.17632/f93jchtzy3.2
Contributor:
Adnan Khan

Description

The dataset was collected from five different road projects in Pakistan. It contains genetic programming expressions for Marshall parameters, including Stability, Flow, and Air Voids for both the base and wearing courses. Additionally, the Excel sheets provide comparisons of Support Vector Regression, Genetic Programming, Multiple Linear Regression, and Non-Linear Regression models. The Python file is also available for the base and wearing course parameters using GP expressions, along with 10-fold cross-validation and SHAP analysis

Files

Institutions

Southeast University

Categories

Transportation Engineering

Related Links

Article
https://doi.org/10.1016/j.conbuildmat.2021.124924
is related to this dataset

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