org.apache.ignite.ml.knn.ann

Class ANNModelFormat

java.lang.Object

org.apache.ignite.ml.knn.classification.KNNModelFormat

org.apache.ignite.ml.knn.ann.ANNModelFormat

All Implemented Interfaces:

Serializable

public class ANNModelFormat
extends KNNModelFormat
implements Serializable

ANN model representation.

See Also:

ANNClassificationModel, Serialized Form

Field Summary

Fields inherited from class org.apache.ignite.ml.knn.classification.KNNModelFormat

distanceMeasure, k, stgy

Constructor Summary

Constructors

Constructor and Description
ANNModelFormat(int k, DistanceMeasure measure, NNStrategy stgy, LabeledVectorSet<ProbableLabel,LabeledVector> candidates, ANNClassificationTrainer.CentroidStat candidatesStat) Creates an instance.

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
LabeledVectorSet<ProbableLabel,LabeledVector>	getCandidates()
int	hashCode()

Methods inherited from class org.apache.ignite.ml.knn.classification.KNNModelFormat

getDistanceMeasure, getK, getStgy

Methods inherited from class java.lang.Object

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

Constructor Detail

ANNModelFormat

public ANNModelFormat(int k,
                      DistanceMeasure measure,
                      NNStrategy stgy,
                      LabeledVectorSet<ProbableLabel,LabeledVector> candidates,
                      ANNClassificationTrainer.CentroidStat candidatesStat)

Creates an instance.

Parameters:

k - Amount of nearest neighbors.

measure - Distance measure.

stgy - kNN strategy.

candidatesStat - The stat about candidates.

Method Detail

getCandidates

public LabeledVectorSet<ProbableLabel,LabeledVector> getCandidates()

hashCode

public int hashCode()

Overrides:

hashCode in class KNNModelFormat

equals

public boolean equals(Object obj)

Overrides:

equals in class KNNModelFormat