Class ModelEvaluationSlice (0.4.0)

Version 0.4.0

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

A collection of metrics calculated by comparing Model's predictions on a slice of the test data against ground truth annotations.

Attributes

Name	Description
name	str Output only. The resource name of the ModelEvaluationSlice.
slice_	`.model_evaluation_slice.ModelEvaluationSlice.Slice` Output only. The slice of the test data that is used to evaluate the Model.
metrics_schema_uri	str Output only. Points to a YAML file stored on Google Cloud Storage describing the ``metrics`` of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 `Schema Object
metrics	`.struct.Value` Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in ``metrics_schema_uri``
create_time	`.timestamp.Timestamp` Output only. Timestamp when this ModelEvaluationSlice was created.

Inheritance

builtins.object > proto.message.Message > ModelEvaluationSlice

Classes

Slice

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

Definition of a slice.