This repository is retained as historical coursework evidence. It is no longer the canonical public version of this project.
The original notebook in this repository reflects the 2024 learning context and includes tutorial-derived material, notebook-state assumptions, and methodology that was later audited and reconstructed.
Use the reviewed reconstruction instead:
https://github.com/DataForSolution/Data-Solution/tree/Master/portfolio/shap-lime-explainability
The canonical project documents provenance, corrects class-label ordering and explanation aggregation issues, uses a reproducible environment, and includes regression tests and an audit of the historical notebook.
- Legacy/archive: this repository and its original notebook
- Maintained portfolio project:
Data-Solution/portfolio/shap-lime-explainability
This archive should not be used as the recommended implementation or as evidence of current model performance.