org.apache.ignite.ml.knn.ann

Class ANNModelFormat

java.lang.Object

org.apache.ignite.ml.knn.ann.KNNModelFormat

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

All Implemented Interfaces:

Serializable

public class ANNModelFormat
extends KNNModelFormat

ANN model representation.

See Also:

ANNClassificationModel, Serialized Form

Field Summary

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

distanceMeasure, k, weighted

Constructor Summary

Constructors

Constructor and Description
ANNModelFormat(int k, DistanceMeasure distanceMeasure, boolean weighted, LabeledVectorSet<LabeledVector> candidates, ANNClassificationTrainer.CentroidStat candidatesStat) Creates an instance.

Method Summary

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

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

getDistanceMeasure, getK, isWeighted

Methods inherited from class java.lang.Object

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

Constructor Detail

ANNModelFormat

public ANNModelFormat(int k,
                      DistanceMeasure distanceMeasure,
                      boolean weighted,
                      LabeledVectorSet<LabeledVector> candidates,
                      ANNClassificationTrainer.CentroidStat candidatesStat)

Creates an instance.

Parameters:

k - Amount of nearest neighbors.

distanceMeasure - Distance measure.

weighted - Weighted or not.

candidatesStat - The stat about candidates.

Method Detail

getCandidates

public LabeledVectorSet<LabeledVector> getCandidates()

hashCode

public int hashCode()

Overrides:

hashCode in class KNNModelFormat

equals

public boolean equals(Object obj)

Overrides:

equals in class KNNModelFormat