Package ai.libs.jaicore.ml.classification.singlelabel.timeseries.learner.neighbors

Class NearestNeighborLearningAlgorithm

java.lang.Object

ai.libs.jaicore.basic.algorithm.AAlgorithm<TimeSeriesDataset2,C>

ai.libs.jaicore.ml.classification.singlelabel.timeseries.learner.ASimplifiedTSCLearningAlgorithm<java.lang.Integer,NearestNeighborClassifier>

ai.libs.jaicore.ml.classification.singlelabel.timeseries.learner.neighbors.NearestNeighborLearningAlgorithm

All Implemented Interfaces:

java.lang.Iterable<org.api4.java.algorithm.events.IAlgorithmEvent>, java.util.concurrent.Callable<NearestNeighborClassifier>, java.util.Iterator<org.api4.java.algorithm.events.IAlgorithmEvent>, org.api4.java.algorithm.IAlgorithm<TimeSeriesDataset2,NearestNeighborClassifier>, org.api4.java.common.control.ICancelable, org.api4.java.common.control.ILoggingCustomizable

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.

Field Summary

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

logger

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	NearestNeighborLearningAlgorithm(ai.libs.jaicore.basic.IOwnerBasedAlgorithmConfig config, NearestNeighborClassifier classifier, TimeSeriesDataset2 input)

Method Summary

Modifier and Type	Method	Description
NearestNeighborClassifier	call()
org.api4.java.algorithm.events.IAlgorithmEvent	nextWithException()

Methods inherited from class ai.libs.jaicore.ml.classification.singlelabel.timeseries.learner.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, setDeadline, 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.IOwnerBasedAlgorithmConfig config,
                                           NearestNeighborClassifier classifier,
                                           TimeSeriesDataset2 input)

Method Detail

call

public NearestNeighborClassifier call()
                               throws org.api4.java.algorithm.exceptions.AlgorithmException

Throws:

org.api4.java.algorithm.exceptions.AlgorithmException

nextWithException

public org.api4.java.algorithm.events.IAlgorithmEvent nextWithException()

Description copied from class: ASimplifiedTSCLearningAlgorithm

Specified by:

nextWithException in interface org.api4.java.algorithm.IAlgorithm<TimeSeriesDataset2,NearestNeighborClassifier>

Overrides:

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