Class SampleConfig (1.5.0)

Version 1.5.0

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

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

Inheritance

Object > SampleConfig

Implements

IMessage<SampleConfig>, IEquatable<SampleConfig>, IDeepCloneable<SampleConfig>, IBufferMessage, IMessage

Inherited Members

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

SampleConfig()

public SampleConfig()

SampleConfig(SampleConfig)

public SampleConfig(SampleConfig other)

Parameter
Name	Description
other	SampleConfig

Properties

FollowingBatchSamplePercentage

public int FollowingBatchSamplePercentage { get; set; }

The percentage of data needed to be labeled in each following batch (except the first batch).

Property Value
Type	Description
Int32

FollowingBatchSampleSizeCase

public SampleConfig.FollowingBatchSampleSizeOneofCase FollowingBatchSampleSizeCase { get; }

Property Value
Type	Description
SampleConfig.FollowingBatchSampleSizeOneofCase

InitialBatchSamplePercentage

public int InitialBatchSamplePercentage { get; set; }

The percentage of data needed to be labeled in the first batch.

Property Value
Type	Description
Int32

InitialBatchSampleSizeCase

public SampleConfig.InitialBatchSampleSizeOneofCase InitialBatchSampleSizeCase { get; }

Property Value
Type	Description
SampleConfig.InitialBatchSampleSizeOneofCase

SampleStrategy

public SampleConfig.Types.SampleStrategy SampleStrategy { get; set; }

Field to choose sampling strategy. Sampling strategy will decide which data should be selected for human labeling in every batch.

Property Value
Type	Description
SampleConfig.Types.SampleStrategy