public sealed class ModelEvaluationSlice : IMessage<ModelEvaluationSlice>, IEquatable<ModelEvaluationSlice>, IDeepCloneable<ModelEvaluationSlice>, IBufferMessage, IMessageReference documentation and code samples for the Cloud AI Platform v1beta1 API class ModelEvaluationSlice.
A collection of metrics calculated by comparing Model's predictions on a slice of the test data against ground truth annotations.
Implements
IMessageModelEvaluationSlice, IEquatableModelEvaluationSlice, IDeepCloneableModelEvaluationSlice, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Beta1Assembly
Google.Cloud.AIPlatform.V1Beta1.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.v1beta1.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.v1beta1.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 |
|
ModelExplanation
public ModelExplanation ModelExplanation { get; set; }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.
| Property Value | |
|---|---|
| Type | Description |
ModelExplanation |
|
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 |
ModelEvaluationSliceTypesSlice |
|