Comparative evaluation of XGBoost, TabNet, and FT transformer models for fatal crash prediction under extreme class imbalance

Gider V., Ekinci S., İzci D., Gokalp I., Rashdan M., Salman M.

SCIENTIFIC REPORTS, vol.16, no.1, pp.1, 2026 (SCI-Expanded, Scopus)

  • Publication Type: Article / Article
  • Volume: 16 Issue: 1
  • Publication Date: 2026
  • Doi Number: 10.1038/s41598-026-55751-y
  • Journal Name: SCIENTIFIC REPORTS
  • Journal Indexes: Scopus, Science Citation Index Expanded (SCI-EXPANDED), BIOSIS, Chemical Abstracts Core, MEDLINE, Directory of Open Access Journals
  • Page Numbers: pp.1
  • Bursa Uludag University Affiliated: Yes