arrow-left

All pages
gitbookPowered by GitBook
1 of 1

Loading...

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.

hashtag
Available Methods

Seldon Enterprise Platform supports a subset of the methods currently available in Alibi for Seldon Core deployments. Find documentation on explanation algorithmsarrow-up-right and read about creating your custom explainerarrow-up-right

Explanation Method
Seldon Core V1
Seldon Core V2
Alibi Docs

Anchor Text

Anchor Images

Anchor Tabular

Example

Example

Docsarrow-up-right

Kernel SHAP Tabular

Example

Example
Docsarrow-up-right
Example
Example
Docsarrow-up-right
Example
Example
Docsarrow-up-right