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public sealed class ModelEvaluationSlice : IMessage<ModelEvaluationSlice>, IEquatable<ModelEvaluationSlice>, IDeepCloneable<ModelEvaluationSlice>, IBufferMessage, IMessage
A collection of metrics calculated by comparing Model's predictions on a slice of the test data against ground truth annotations.
Implements
IMessage<ModelEvaluationSlice>, IEquatable<ModelEvaluationSlice>, IDeepCloneable<ModelEvaluationSlice>, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Assembly
Google.Cloud.AIPlatform.V1.dll
Constructors
ModelEvaluationSlice()
public ModelEvaluationSlice()
ModelEvaluationSlice(ModelEvaluationSlice)
public ModelEvaluationSlice(ModelEvaluationSlice other)
Parameter | |
---|---|
Name | Description |
other | ModelEvaluationSlice |
Properties
CreateTime
public Timestamp CreateTime { get; set; }
Output only. Timestamp when this ModelEvaluationSlice was created.
Property Value | |
---|---|
Type | Description |
Timestamp |
Metrics
public Value Metrics { get; set; }
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
Property Value | |
---|---|
Type | Description |
Value |
MetricsSchemaUri
public string MetricsSchemaUri { get; set; }
Output only. Points to a YAML file stored on Google Cloud Storage describing the [metrics][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics] of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 Schema Object.
Property Value | |
---|---|
Type | Description |
String |
ModelEvaluationSliceName
public ModelEvaluationSliceName ModelEvaluationSliceName { get; set; }
ModelEvaluationSliceName-typed view over the Name resource name property.
Property Value | |
---|---|
Type | Description |
ModelEvaluationSliceName |
Name
public string Name { get; set; }
Output only. The resource name of the ModelEvaluationSlice.
Property Value | |
---|---|
Type | Description |
String |
Slice
public ModelEvaluationSlice.Types.Slice Slice { get; set; }
Output only. The slice of the test data that is used to evaluate the Model.
Property Value | |
---|---|
Type | Description |
ModelEvaluationSlice.Types.Slice |