Model Explainer Generator

This functionality generates a model explainer dashboard to help users better interpret their models.

The Explainer Generator allows you to create an explainer dashboard for a specific model. This dashboard helps users understand how the model makes predictions by providing transparency and interpretability features.

The explainer is generated by running it as a job, which ensures reproducibility and resource-managed execution

Generate an Explainer

1. Navigate to the Models page in the Data Science Lab.

2. Select a model from the list.

3. Click the Explainer Generator option.

4. A notification appears confirming that a job has been triggered.

5. Once the job completes successfully:

   • The Model Explainer icon is enabled.

   • The Explainer Generator icon is disabled.

View the Explainer Dashboard

• After the job completes, click the Model Explainer icon.

• The Explainer Dashboard opens, providing interactive insights into the selected model.

Notes

• The explainer job must be completed successfully before the dashboard becomes available.

• Once the dashboard is generated, the generator cannot be re-run unless the model is updated or re-registered.