Package ai.libs.jaicore.ml.tsc.classifier.neighbors

Class NearestNeighborLearningAlgorithm

java.lang.Object

ai.libs.jaicore.basic.algorithm.AAlgorithm<TimeSeriesDataset,C>

ai.libs.jaicore.ml.tsc.classifier.ASimplifiedTSCLearningAlgorithm<java.lang.Integer,NearestNeighborClassifier>

ai.libs.jaicore.ml.tsc.classifier.neighbors.NearestNeighborLearningAlgorithm

All Implemented Interfaces:

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

public class NearestNeighborLearningAlgorithm
extends ASimplifiedTSCLearningAlgorithm<java.lang.Integer,NearestNeighborClassifier>

Training algorithm for the nearest neighbors classifier. This algorithm just delegates the value matrix, timestamps and targets to the classifier.

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	NearestNeighborLearningAlgorithm(ai.libs.jaicore.basic.algorithm.IAlgorithmConfig config, NearestNeighborClassifier classifier, TimeSeriesDataset input)

Method Summary

Modifier and Type	Method	Description
NearestNeighborClassifier	call()
ai.libs.jaicore.basic.algorithm.events.AlgorithmEvent	nextWithException()

Methods inherited from class ai.libs.jaicore.ml.tsc.classifier.ASimplifiedTSCLearningAlgorithm

cancel, getClassifier, hasNext, iterator, next, registerListener

Methods inherited from class ai.libs.jaicore.basic.algorithm.AAlgorithm

activate, announceTimeoutDetected, avoidReinterruptionOnShutdownOnCurrentThread, checkAndConductTermination, checkTermination, computeTimeoutAware, getActivationTime, getConfig, getId, getInput, getLoggerName, getNumCPUs, getRemainingTimeToDeadline, getState, getTimeout, getTimeoutPrecautionOffset, hasThreadBeenInterruptedDuringShutdown, interruptThreadAsPartOfShutdown, isCanceled, isShutdownInitialized, isStopCriterionSatisfied, isTimeouted, post, registerActiveThread, resolveShutdownInterruptOnCurrentThread, setConfig, setLoggerName, setMaxNumThreads, setNumCPUs, setState, setTimeout, setTimeout, setTimeoutPrecautionOffset, shutdown, terminate, unregisterActiveThread, unregisterThreadAndShutdown

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface java.lang.Iterable

forEach, spliterator

Methods inherited from interface java.util.Iterator

forEachRemaining, remove

Constructor Detail

NearestNeighborLearningAlgorithm

protected NearestNeighborLearningAlgorithm(ai.libs.jaicore.basic.algorithm.IAlgorithmConfig config,
                                           NearestNeighborClassifier classifier,
                                           TimeSeriesDataset input)

Method Detail

call

public NearestNeighborClassifier call()
                               throws ai.libs.jaicore.basic.algorithm.exceptions.AlgorithmException

Throws:

ai.libs.jaicore.basic.algorithm.exceptions.AlgorithmException

nextWithException

public ai.libs.jaicore.basic.algorithm.events.AlgorithmEvent nextWithException()

Description copied from class: ASimplifiedTSCLearningAlgorithm

Specified by:

nextWithException in interface ai.libs.jaicore.basic.algorithm.IAlgorithm<TimeSeriesDataset,NearestNeighborClassifier>

Overrides:

nextWithException in class ASimplifiedTSCLearningAlgorithm<java.lang.Integer,NearestNeighborClassifier>