ModelEvaluationSlice class final

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

Inheritance

Constructors

ModelEvaluationSlice({String name = '', ModelEvaluationSlice_Slice? slice, String metricsSchemaUri = '', Value? metrics, Timestamp? createTime, ModelExplanation? modelExplanation})
ModelEvaluationSlice.fromJson(Object? j): factory

createTime → Timestamp?: Output only. Timestamp when this ModelEvaluationSlice was created.
final
hashCode → int: The hash code for this object.
no setterinherited
metrics → Value?: Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri
final
metricsSchemaUri → String: 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.
final
modelExplanation → 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.
final
name → String: Output only. The resource name of the ModelEvaluationSlice.
final
qualifiedName → String: The fully qualified name of this message, i.e., google.protobuf.Duration or google.rpc.ErrorInfo.
finalinherited
runtimeType → Type: A representation of the runtime type of the object.
no setterinherited
slice → ModelEvaluationSlice_Slice?: Output only. The slice of the test data that is used to evaluate the Model.
final

noSuchMethod(Invocation invocation) → dynamic: Invoked when a nonexistent method or property is accessed.
inherited
toJson() → Object: override
toString() → String: A string representation of this object.
override