Package org.api4.java.ai.ml.core.learner.active

Interface IActiveLearningPoolProvider<I extends ILabeledInstance>

public interface IActiveLearningPoolProvider<I extends ILabeledInstance>

Provides a sample pool for pool-based active learning.

Method Summary

Modifier and Type	Method	Description
java.util.Collection<I>	getPool()	Returns the pool of unlabeled instances.
I	query(I queryInstance)	Labels the given instance.

Method Detail

getPool

java.util.Collection<I> getPool()

Returns the pool of unlabeled instances.

Returns:

Pool of unlabeled instances.

query

I query(I queryInstance)

Labels the given instance.

Parameters:

queryInstance - IInstance to be labeled.

Returns:

Labeled IInstance.