Class GlobalExplanation (3.33.0)

GlobalExplanation(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Global explanations containing the top most important features after training.

Attributes

Name Description
explanations Sequence[google.cloud.bigquery_v2.types.Model.GlobalExplanation.Explanation]
A list of the top global explanations. Sorted by absolute value of attribution in descending order.
class_label str
Class label for this set of global explanations. Will be empty/null for binary logistic and linear regression models. Sorted alphabetically in descending order.

Classes

Explanation

Explanation(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Explanation for a single feature.