org.apache.ignite.ml.math.distances

Class ManhattanDistance

java.lang.Object

org.apache.ignite.ml.math.distances.ManhattanDistance

All Implemented Interfaces:

Externalizable, Serializable, DistanceMeasure

public class ManhattanDistance
extends Object
implements DistanceMeasure

Calculates the L₁ (sum of abs) distance between two points.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
ManhattanDistance()

Method Summary

Modifier and Type	Method and Description
double	compute(Vector a, double[] b) Compute the distance between n-dimensional vector and n-dimensional array.
double	compute(Vector a, Vector b) Compute the distance between two n-dimensional vectors.
boolean	equals(Object obj)
int	hashCode()
void	readExternal(ObjectInput in)
void	writeExternal(ObjectOutput out)

Methods inherited from class java.lang.Object

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

Constructor Detail

ManhattanDistance

public ManhattanDistance()

Method Detail

compute

public double compute(Vector a,
                      Vector b)
               throws CardinalityException

Compute the distance between two n-dimensional vectors.

The two vectors are required to have the same dimension.

Specified by:

compute in interface DistanceMeasure

Parameters:

a - The first vector.

b - The second vector.

Returns:

The distance between the two vectors.

Throws:

CardinalityException - if the array lengths differ.

compute

public double compute(Vector a,
                      double[] b)
               throws CardinalityException

Compute the distance between n-dimensional vector and n-dimensional array.

The two data structures are required to have the same dimension.

Specified by:

compute in interface DistanceMeasure

Parameters:

a - The vector.

b - The array.

Returns:

The distance between vector and array.

Throws:

CardinalityException - if the data structures lengths differ.

writeExternal

public void writeExternal(ObjectOutput out)
                   throws IOException

Specified by:

writeExternal in interface Externalizable

Throws:

IOException

readExternal

public void readExternal(ObjectInput in)
                  throws IOException,
                         ClassNotFoundException

Specified by:

readExternal in interface Externalizable

Throws:

IOException

ClassNotFoundException

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object