Modeling the accident severity level

  • Unique Paper ID: 175830
  • Volume: 11
  • Issue: 11
  • PageNo: 3925-3929
  • Abstract:
  • Road accidents are a significant problem that can cause minor to very serious injuries, even death. In this study, we use machine learning algorithms to predict how bad accidents might be and where they might happen. We looked at data from accidents in the UK and used it to figure out how severe each accident was. The outcome is classified as the severity of the accident on a scale of 1-5, where 1 is the least severe and 5 is the most severe. The results have been visualized to the user through an application. Also, the location of various accident-prone areas has been plotted on the map.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{175830,
        author = {Raghavendra Bhardwaj D G and Lambodar Gourish Hebbar and Vardhan Kumar G K and Varun S and Roopashree C S},
        title = {Modeling the accident severity level},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {11},
        pages = {3925-3929},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=175830},
        abstract = {Road accidents are a significant problem that can cause minor to very serious injuries, even death. In this study, we use machine learning algorithms to predict how bad accidents might be and where they might happen. We looked at data from accidents in the UK and used it to figure out how severe each accident was. The outcome is classified as the severity of the accident on a scale of 1-5, where 1 is the least severe and 5 is the most severe. The results have been visualized to the user through an application. Also, the location of various accident-prone areas has been plotted on the map.},
        keywords = {},
        month = {April},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 11
  • PageNo: 3925-3929

Modeling the accident severity level

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