An assessment of machine learning and data balancing techniques for evaluating downgrade truck crash severity prediction in Wyoming
This study involved the investigation of various machine learning methods, including four classification tree-based ML models, namely the Adaptive Boosting tree, Random Forest, Gradient Boost Decision Tree, Extreme Gradient Boosting tree, and three non-tree-based ML models, namely Support Vector Ma...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Centre of Sociological Research, Szczecin, Poland
2022-11-01
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| Series: | Journal of Sustainable Development of Transport and Logistics |
| Subjects: | |
| Online Access: | https://jsdtl.sciview.net/index.php/jsdtl/article/view/178 |