Package ai.libs.jaicore.ml.activelearning
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Interface Summary Interface Description IActiveLearningPoolProvider<I extends ILabeledInstance> Provides a sample pool for pool-based active learning.ISelectiveSamplingStrategy<I> A strategy for selective sampling. -
Class Summary Class Description PoolBasedUncertaintySamplingStrategy<T,I extends ILabeledInstance,D extends IDataset<I>> A simple pool-based uncertainty sampling strategy, which assesses certainty for all instances in the pool and picks the instance with least certainty for the next query.