Model Explanations

Understand why models give particular predictions

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

Available Methods

Seldon Enterprise Platform supports a subset of the methods currently available in Alibi for Seldon Core deployments. Find documentation on explanation algorithms and read about creating your custom explainer

Explanation Method	Seldon Core V1	Seldon Core V2	Alibi Docs
Anchor Tabular	Example	Example	Docs
Kernel SHAP Tabular	Example	Example	Docs
Anchor Text	Example	Example	Docs
Anchor Images	Example	Example	Docs

• Tabular Data
• Text Data
• Image Data