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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_v1.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.
model_explanation
google.cloud.aiplatform_v1.types.ModelExplanation
Output only. Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models.
Inheritance
builtins.object > proto.message.Message > ModelEvaluationSliceClasses
Slice
Slice
(
mapping
=
None
,
*
,
ignore_unknown_fields
=
False
,
**
kwargs
)
Definition of a slice.
