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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.