sigma-asif/explainable-transport-mode-choice: v1.0.0 – Initial Research Code Release
Initial public release of the analysis code associated with the study: Explainable Transport Mode Choice Prediction: Integrating GIS, Machine Learning, Cross-Context Benchmarking, and LLM-Based Explanations This release includes: Machine-learning model benchmarking and SHAP analysis Qwen3-8B evidence-grounded explanations Sensitivity analysis excluding context-specific variables Study area: Pabna Municipality, Bangladesh.
Resource information
- Format
- zip
- Original repository
- 23203264
- DOI
- 10.5281/zenodo.23203264
- Credit basis
- Creators in Zenodo record metadata
- Access
- Open files available from the original Zenodo deposit
- Last checked
- Nov 5, 2026
- License
- cc-by-4.0
- Last record update
- Nov 5, 2026
About this resource
Initial public release of the analysis code associated with the study: Explainable Transport Mode Choice Prediction: Integrating GIS, Machine Learning, Cross-Context Benchmarking, and LLM-Based Explanations This release includes: Machine-learning model benchmarking and SHAP analysis Qwen3-8B evidence-grounded explanations Sensitivity analysis excluding context-specific variables Study area: Pabna Municipality, Bangladesh.