Class GoogleCloudAiplatformV1ActiveLearningConfig

Parameters that configure the active learning pipeline. Active learning will label the data incrementally by several iterations. For every iteration, it will select a batch of data based on the sampling strategy.

Inheritance

object

GoogleCloudAiplatformV1ActiveLearningConfig

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.Aiplatform.v1.Data

Assembly: Google.Apis.Aiplatform.v1.dll

Syntax

public class GoogleCloudAiplatformV1ActiveLearningConfig : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

MaxDataItemCount

Max number of human labeled DataItems.

Declaration

[JsonProperty("maxDataItemCount")]
public virtual long? MaxDataItemCount { get; set; }

Property Value

Type	Description
long?

MaxDataItemPercentage

Max percent of total DataItems for human labeling.

Declaration

[JsonProperty("maxDataItemPercentage")]
public virtual int? MaxDataItemPercentage { get; set; }

Property Value

Type	Description
int?

SampleConfig

Active learning data sampling config. For every active learning labeling iteration, it will select a batch of data based on the sampling strategy.

Declaration

[JsonProperty("sampleConfig")]
public virtual GoogleCloudAiplatformV1SampleConfig SampleConfig { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1SampleConfig

TrainingConfig

CMLE training config. For every active learning labeling iteration, system will train a machine learning model on CMLE. The trained model will be used by data sampling algorithm to select DataItems.

Declaration

[JsonProperty("trainingConfig")]
public virtual GoogleCloudAiplatformV1TrainingConfig TrainingConfig { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1TrainingConfig

Implements

IDirectResponseSchema