Class ModelEvaluationSlice (1.16.1)

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

NameDescription
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.

Inheritance

builtins.object > proto.message.Message > ModelEvaluationSlice

Classes

Slice

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

Definition of a slice.