org.apache.ignite.ml.knn.classification

Class KNNModelFormat

java.lang.Object

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

All Implemented Interfaces:

Serializable

Direct Known Subclasses:

ANNModelFormat

public class KNNModelFormat
extends Object
implements Serializable

kNN model representation.

See Also:

KNNClassificationModel, Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
protected DistanceMeasure	distanceMeasure Distance measure.
protected int	k Amount of nearest neighbors.
protected NNStrategy	stgy kNN strategy.

Constructor Summary

Constructors

Constructor and Description
KNNModelFormat()
KNNModelFormat(int k, DistanceMeasure measure, NNStrategy stgy) Creates an instance.

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
DistanceMeasure	getDistanceMeasure() Gets distance measure.
int	getK() Gets amount of nearest neighbors.
NNStrategy	getStgy() Gets kNN strategy.
int	hashCode()

Methods inherited from class java.lang.Object

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

Field Detail

k

protected int k

Amount of nearest neighbors.

distanceMeasure

protected DistanceMeasure distanceMeasure

Distance measure.

stgy

protected NNStrategy stgy

kNN strategy.

Constructor Detail

KNNModelFormat

public KNNModelFormat()

KNNModelFormat

public KNNModelFormat(int k,
                      DistanceMeasure measure,
                      NNStrategy stgy)

Creates an instance.

Parameters:

k - Amount of nearest neighbors.

measure - Distance measure.

stgy - kNN strategy.

Method Detail

getK

public int getK()

Gets amount of nearest neighbors.

getDistanceMeasure

public DistanceMeasure getDistanceMeasure()

Gets distance measure.

getStgy

public NNStrategy getStgy()

Gets kNN strategy.

hashCode

public int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object