How to switch explainability techniques


Reach out

For now, you can only switch between two explainability methods for tabular data. Let us know if you'd like it to be available for other data types as well!

Openlayer currently supports LIME and SHAP as methods for local explainability. In case you are not yet comfortable dealing with explainability techniques, feel free to start with our tutorial on it.

To switch between the two, first, click on one of the data rows, inside the report page.

After clicking it, you will be shown the local explanation with LIME, by default.

To switch between explainability techniques, click on the Show SHAP values toggle button to see SHAP explanations. While seeing SHAP explanations, click on the Show LIME values toggle button to see LIME explanations.