ai.libs.jaicore.ml.core.dataset.sampling.inmemory

Interface ISamplingAlgorithm<D extends IDataset<?>>

All Superinterfaces:

java.util.concurrent.Callable<D>, ai.libs.jaicore.basic.Cancelable, ai.libs.jaicore.basic.algorithm.IAlgorithm<D,D>, java.lang.Iterable<ai.libs.jaicore.basic.algorithm.events.AlgorithmEvent>, java.util.Iterator<ai.libs.jaicore.basic.algorithm.events.AlgorithmEvent>

All Known Implementing Classes:

ASamplingAlgorithm, CaseControlLikeSampling, CaseControlSampling, ClassifierWeightedSampling, ClusterSampling, GmeansSampling, KmeansSampling, LocalCaseControlSampling, OSMAC, PilotEstimateSampling, SimpleRandomSampling, StratifiedSampling, SystematicSampling

public interface ISamplingAlgorithm<D extends IDataset<?>>
extends ai.libs.jaicore.basic.algorithm.IAlgorithm<D,D>

Interface for sampling algorithms. Sampling algorithms take a dataset as input and return a (reduced) dataset as their output.

Method Summary

Methods inherited from interface ai.libs.jaicore.basic.algorithm.IAlgorithm

call, getConfig, getId, getInput, getNumCPUs, getTimeout, nextWithException, registerListener, setMaxNumThreads, setNumCPUs, setTimeout, setTimeout

Methods inherited from interface java.lang.Iterable

forEach, iterator, spliterator

Methods inherited from interface java.util.Iterator

forEachRemaining, hasNext, next, remove

Methods inherited from interface ai.libs.jaicore.basic.Cancelable

cancel