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