Explainability
Explain predictions to enhance model transparency, ensure ethical and unbiased outcomes, and gain insights into the underlying data patterns.
Explain a prediction
We assume that you have deployed a model with an explainer. Use the UI, Deeploy API, or Python client to explain a prediction.
- UI
- Deeploy API
- Python
* (SHAP Kernel explainer only) Navigate to the **Predictions** tab in your Deployment. * Click **Explain** to generate an explainer for any prediction that was made the current commit.
Consult the [inference section within the Swagger documentation](https://api.app.deeploy.ml/swagger/#/Inference)
Consult the [predictions and explanations section within the Python client documentation](/1.34/python-client/infer)