org.apache.ignite.ml.knn.ann

Class KNNModelFormat

java.lang.Object

org.apache.ignite.ml.knn.ann.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 boolean	weighted Weighted or not.

Constructor Summary

Constructors

Constructor and Description
KNNModelFormat()
KNNModelFormat(int k, DistanceMeasure measure, boolean weighted) 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.
int	hashCode()
boolean	isWeighted() Weighted or not.

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.

weighted

protected boolean weighted

Weighted or not.

Constructor Detail

KNNModelFormat

public KNNModelFormat()

KNNModelFormat

public KNNModelFormat(int k,
                      DistanceMeasure measure,
                      boolean weighted)

Creates an instance.

Parameters:

k - Amount of nearest neighbors.

measure - Distance measure.

weighted - Weighted or not.

Method Detail

getK

public int getK()

Gets amount of nearest neighbors.

getDistanceMeasure

public DistanceMeasure getDistanceMeasure()

Gets distance measure.

isWeighted

public boolean isWeighted()

Weighted or not.

hashCode

public int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object