Model Explanations

Understand why models give particular predictions

Model explanations allow you to understand why a machine learning model gave a particular predictions. Seldon Deploy allows you to use Black Box Model Explainers that can be used on models built using any technology.

Available Methods

Seldon Deploy supports a subset of the methods currently available in Alibi for both Seldon Core and KFServing deployments. Find documentation on Anchor explanation algorithm and read about creating your custom explainer

Explanation Method

Seldon Core

KFServing

Alibi Docs

Anchor Tabular

Example

Example

Docs

Anchor Text

Example

Example

Docs

Anchor Images

Example

Example

Docs