LocalExplainer class

Definition

The base class for explainers that create local explanations.

LocalExplainer(*args, **kwargs)
Inheritance
builtins.object
interpret_community.common.chained_identity.ChainedIdentity
LocalExplainer

Methods

explain_local(evaluation_examples, **kwargs)

Abstract method to explain local instances.

explain_local(evaluation_examples, **kwargs)

Abstract method to explain local instances.

explain_local(evaluation_examples, **kwargs)

Parameters

evaluation_examples
object

The evaluation examples

Returns

A model explanation object containing the local explanation.

Return type

LocalExplanation