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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_ |
google.cloud.aiplatform_v1beta1.types.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 |
google.protobuf.struct_pb2.Value
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in ``metrics_schema_uri`` |
create_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. Timestamp when this ModelEvaluationSlice was created. |
Inheritance
builtins.object > proto.message.Message > ModelEvaluationSliceClasses
Slice
Slice(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Definition of a slice.