Class PredictRequest

Request message for [PredictionService.Predict][google.cloud.automl.v1.PredictionService.Predict].

Inheritance

System.Object

PredictRequest

Implements

IMessage<PredictRequest>

System.IEquatable<PredictRequest>

IDeepCloneable<PredictRequest>

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 PredictRequest : IMessage<PredictRequest>, IEquatable<PredictRequest>, IDeepCloneable<PredictRequest>, IBufferMessage, IMessage

Constructors

PredictRequest()

Declaration

public PredictRequest()

PredictRequest(PredictRequest)

Declaration

public PredictRequest(PredictRequest other)

Parameters

Type	Name	Description
PredictRequest	other

Properties

ModelName

ModelName-typed view over the Name resource name property.

Declaration

public ModelName ModelName { get; set; }

Property Value

Type	Description
ModelName

Name

Required. Name of the model requested to serve the prediction.

Declaration

public string Name { get; set; }

Property Value

Type	Description
System.String

Params

Additional domain-specific parameters, any string must be up to 25000 characters long.

AutoML Vision Classification

score_threshold : (float) A value from 0.0 to 1.0. When the model makes predictions for an image, it will only produce results that have at least this confidence score. The default is 0.5.

AutoML Vision Object Detection

score_threshold : (float) When Model detects objects on the image, it will only produce bounding boxes which have at least this confidence score. Value in 0 to 1 range, default is 0.5.

max_bounding_box_count : (int64) The maximum number of bounding boxes returned. The default is 100. The number of returned bounding boxes might be limited by the server.

AutoML Tables

feature_importance : (boolean) Whether

[feature_importance][google.cloud.automl.v1.TablesModelColumnInfo.feature_importance] is populated in the returned list of [TablesAnnotation][google.cloud.automl.v1.TablesAnnotation] objects. The default is false.

Declaration

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

Property Value

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

Payload

Required. Payload to perform a prediction on. The payload must match the problem type that the model was trained to solve.

Declaration

public ExamplePayload Payload { get; set; }

Property Value

Type	Description
ExamplePayload