public sealed class SampleConfig : IMessage<SampleConfig>, IEquatable<SampleConfig>, IDeepCloneable<SampleConfig>, IBufferMessage, IMessageReference 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.
Implements
IMessageSampleConfig, IEquatableSampleConfig, IDeepCloneableSampleConfig, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Assembly
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 | |