GoogleCloudAiplatformV1ModelEvaluation class
A collection of metrics calculated by comparing Model's predictions on all of the test data against annotations from the test data.
Constructors
-
GoogleCloudAiplatformV1ModelEvaluation({String? annotationSchemaUri, String? createTime, String? dataItemSchemaUri, String? displayName, List<
GoogleCloudAiplatformV1ModelEvaluationModelEvaluationExplanationSpec> ? explanationSpecs, Object? metadata, Object? metrics, String? metricsSchemaUri, GoogleCloudAiplatformV1ModelExplanation? modelExplanation, String? name, List<String> ? sliceDimensions}) - GoogleCloudAiplatformV1ModelEvaluation.fromJson(Map json_)
Properties
- annotationSchemaUri ↔ String?
-
Points to a YAML file stored on Google Cloud Storage describing
EvaluatedDataItemView.predictions, EvaluatedDataItemView.ground_truths,
EvaluatedAnnotation.predictions, and EvaluatedAnnotation.ground_truths.
getter/setter pair
- createTime ↔ String?
-
Timestamp when this ModelEvaluation was created.
getter/setter pair
- dataItemSchemaUri ↔ String?
-
Points to a YAML file stored on Google Cloud Storage describing
EvaluatedDataItemView.data_item_payload and
EvaluatedAnnotation.data_item_payload.
getter/setter pair
- displayName ↔ String?
-
The display name of the ModelEvaluation.
getter/setter pair
-
explanationSpecs
↔ List<
GoogleCloudAiplatformV1ModelEvaluationModelEvaluationExplanationSpec> ? -
Describes the values of ExplanationSpec that are used for explaining the
predicted values on the evaluated data.
getter/setter pair
- hashCode → int
-
The hash code for this object.
no setterinherited
- metadata ↔ Object?
-
The metadata of the ModelEvaluation.
getter/setter pair
- metrics ↔ Object?
-
Evaluation metrics of the Model.
getter/setter pair
- metricsSchemaUri ↔ String?
-
Points to a YAML file stored on Google Cloud Storage describing the
metrics of this ModelEvaluation.
getter/setter pair
- modelExplanation ↔ GoogleCloudAiplatformV1ModelExplanation?
-
Aggregated explanation metrics for the Model's prediction output over the
data this ModelEvaluation uses.
getter/setter pair
- name ↔ String?
-
The resource name of the ModelEvaluation.
getter/setter pair
- runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
-
sliceDimensions
↔ List<
String> ? -
All possible dimensions of ModelEvaluationSlices.
getter/setter pair
Methods
-
noSuchMethod(
Invocation invocation) → dynamic -
Invoked when a nonexistent method or property is accessed.
inherited
-
toJson(
) → Map< String, dynamic> -
toString(
) → String -
A string representation of this object.
inherited
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited