Google Cloud Ai Platform V1 Client - Class SampleConfig (0.17.0)

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
NameDescription
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.

Returns
TypeDescription
int

hasInitialBatchSamplePercentage

setInitialBatchSamplePercentage

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

Parameter
NameDescription
var int
Returns
TypeDescription
$this

getFollowingBatchSamplePercentage

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

Returns
TypeDescription
int

hasFollowingBatchSamplePercentage

setFollowingBatchSamplePercentage

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

Parameter
NameDescription
var int
Returns
TypeDescription
$this

getSampleStrategy

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

Returns
TypeDescription
int

setSampleStrategy

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

Parameter
NameDescription
var int
Returns
TypeDescription
$this

getInitialBatchSampleSize

Returns
TypeDescription
string

getFollowingBatchSampleSize

Returns
TypeDescription
string