Reference documentation and code samples for the Google Cloud Ai Platform V1 Client 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.
Generated from protobuf message google.cloud.aiplatform.v1.SampleConfig
Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ initial_batch_sample_percentage |
int
The percentage of data needed to be labeled in the first batch. |
↳ following_batch_sample_percentage |
int
The percentage of data needed to be labeled in each following batch (except the first batch). |
↳ sample_strategy |
int
Field to choose sampling strategy. Sampling strategy will decide which data should be selected for human labeling in every batch. |
getInitialBatchSamplePercentage
The percentage of data needed to be labeled in the first batch.
Generated from protobuf field int32 initial_batch_sample_percentage = 1;
| Returns | |
|---|---|
| Type | Description |
int | |
hasInitialBatchSamplePercentage
setInitialBatchSamplePercentage
The percentage of data needed to be labeled in the first batch.
Generated from protobuf field int32 initial_batch_sample_percentage = 1;
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getFollowingBatchSamplePercentage
The percentage of data needed to be labeled in each following batch (except the first batch).
Generated from protobuf field int32 following_batch_sample_percentage = 3;
| Returns | |
|---|---|
| Type | Description |
int | |
hasFollowingBatchSamplePercentage
setFollowingBatchSamplePercentage
The percentage of data needed to be labeled in each following batch (except the first batch).
Generated from protobuf field int32 following_batch_sample_percentage = 3;
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getSampleStrategy
Field to choose sampling strategy. Sampling strategy will decide which data should be selected for human labeling in every batch.
Generated from protobuf field .google.cloud.aiplatform.v1.SampleConfig.SampleStrategy sample_strategy = 5;
| Returns | |
|---|---|
| Type | Description |
int | |
setSampleStrategy
Field to choose sampling strategy. Sampling strategy will decide which data should be selected for human labeling in every batch.
Generated from protobuf field .google.cloud.aiplatform.v1.SampleConfig.SampleStrategy sample_strategy = 5;
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getInitialBatchSampleSize
| Returns | |
|---|---|
| Type | Description |
string | |
getFollowingBatchSampleSize
| Returns | |
|---|---|
| Type | Description |
string | |