Cloud AI Platform v1 API - Class SampleConfig (3.1.0)

Version 3.1.0

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

Reference documentation and code samples for the Cloud AI Platform v1 API class SampleConfig.

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

IMessageSampleConfig, IEquatableSampleConfig, IDeepCloneableSampleConfig, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

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
int

FollowingBatchSampleSizeCase

public SampleConfig.FollowingBatchSampleSizeOneofCase FollowingBatchSampleSizeCase { get; }

Property Value
Type	Description
SampleConfigFollowingBatchSampleSizeOneofCase

HasFollowingBatchSamplePercentage

public bool HasFollowingBatchSamplePercentage { get; }

Gets whether the "following_batch_sample_percentage" field is set

Property Value
Type	Description
bool

HasInitialBatchSamplePercentage

public bool HasInitialBatchSamplePercentage { get; }

Gets whether the "initial_batch_sample_percentage" field is set

Property Value
Type	Description
bool

InitialBatchSamplePercentage

public int InitialBatchSamplePercentage { get; set; }

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

Property Value
Type	Description
int

InitialBatchSampleSizeCase

public SampleConfig.InitialBatchSampleSizeOneofCase InitialBatchSampleSizeCase { get; }

Property Value
Type	Description
SampleConfigInitialBatchSampleSizeOneofCase

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
SampleConfigTypesSampleStrategy