Class ErrorAnalysisAnnotation (1.151.0)

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

Model error analysis for each annotation.

Attributes
Name	Description
attributed_items	MutableSequence[google.cloud.aiplatform_v1.types.ErrorAnalysisAnnotation.AttributedItem] Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.
query_type	google.cloud.aiplatform_v1.types.ErrorAnalysisAnnotation.QueryType The query type used for finding the attributed items.
outlier_score	float The outlier score of this annotated item. Usually defined as the min of all distances from attributed items.
outlier_threshold	float The threshold used to determine if this annotation is an outlier or not.

Classes

AttributedItem

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

Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.

QueryType

QueryType(value)

The query type used for finding the attributed items.

Methods

ErrorAnalysisAnnotation

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

Model error analysis for each annotation.