Class Model

API proto representing a trained machine learning model.

Inheritance

System.Object

Model

Implements

IMessage<Model>

System.IEquatable<Model>

IDeepCloneable<Model>

Google.Protobuf.IBufferMessage

IMessage

Inherited Members

System.Object.ToString()

System.Object.GetHashCode()

System.Object.GetType()

System.Object.MemberwiseClone()

Namespace: Google.Cloud.AutoML.V1

Assembly: Google.Cloud.AutoML.V1.dll

Syntax

public sealed class Model : IMessage<Model>, IEquatable<Model>, IDeepCloneable<Model>, IBufferMessage, IMessage

Constructors

Model()

Declaration

public Model()

Model(Model)

Declaration

public Model(Model other)

Parameters

Type	Name	Description
Model	other

Properties

CreateTime

Output only. Timestamp when the model training finished and can be used for prediction.

Declaration

public Timestamp CreateTime { get; set; }

Property Value

Type	Description
Timestamp

DatasetId

Required. The resource ID of the dataset used to create the model. The dataset must come from the same ancestor project and location.

Declaration

public string DatasetId { get; set; }

Property Value

Type	Description
System.String

DeploymentState

Output only. Deployment state of the model. A model can only serve prediction requests after it gets deployed.

Declaration

public Model.Types.DeploymentState DeploymentState { get; set; }

Property Value

Type	Description
Model.Types.DeploymentState

DisplayName

Required. The name of the model to show in the interface. The name can be up to 32 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscores (_), and ASCII digits 0-9. It must start with a letter.

Declaration

public string DisplayName { get; set; }

Property Value

Type	Description
System.String

Etag

Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

Declaration

public string Etag { get; set; }

Property Value

Type	Description
System.String

ImageClassificationModelMetadata

Metadata for image classification models.

Declaration

public ImageClassificationModelMetadata ImageClassificationModelMetadata { get; set; }

Property Value

Type	Description
ImageClassificationModelMetadata

ImageObjectDetectionModelMetadata

Metadata for image object detection models.

Declaration

public ImageObjectDetectionModelMetadata ImageObjectDetectionModelMetadata { get; set; }

Property Value

Type	Description
ImageObjectDetectionModelMetadata

Labels

Optional. The labels with user-defined metadata to organize your model.

Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. Label values are optional. Label keys must start with a letter.

See https://goo.gl/xmQnxf for more information on and examples of labels.

Declaration

public MapField<string, string> Labels { get; }

Property Value

Type	Description
MapField<System.String, System.String>

ModelMetadataCase

Declaration

public Model.ModelMetadataOneofCase ModelMetadataCase { get; }

Property Value

Type	Description
Model.ModelMetadataOneofCase

ModelName

ModelName-typed view over the Name resource name property.

Declaration

public ModelName ModelName { get; set; }

Property Value

Type	Description
ModelName

Name

Output only. Resource name of the model. Format: projects/{project_id}/locations/{location_id}/models/{model_id}

Declaration

public string Name { get; set; }

Property Value

Type	Description
System.String

TextClassificationModelMetadata

Metadata for text classification models.

Declaration

public TextClassificationModelMetadata TextClassificationModelMetadata { get; set; }

Property Value

Type	Description
TextClassificationModelMetadata

TextExtractionModelMetadata

Metadata for text extraction models.

Declaration

public TextExtractionModelMetadata TextExtractionModelMetadata { get; set; }

Property Value

Type	Description
TextExtractionModelMetadata

TextSentimentModelMetadata

Metadata for text sentiment models.

Declaration

public TextSentimentModelMetadata TextSentimentModelMetadata { get; set; }

Property Value

Type	Description
TextSentimentModelMetadata

TranslationModelMetadata

Metadata for translation models.

Declaration

public TranslationModelMetadata TranslationModelMetadata { get; set; }

Property Value

Type	Description
TranslationModelMetadata

UpdateTime

Output only. Timestamp when this model was last updated.

Declaration

public Timestamp UpdateTime { get; set; }

Property Value

Type	Description
Timestamp