org.openimaj.ml.clustering.assignment.hard

Enum HierarchicalDoubleHardAssigner.ScoringScheme

java.lang.Object

java.lang.Enum<HierarchicalDoubleHardAssigner.ScoringScheme>

org.openimaj.ml.clustering.assignment.hard.HierarchicalDoubleHardAssigner.ScoringScheme

All Implemented Interfaces:

Serializable, Comparable<HierarchicalDoubleHardAssigner.ScoringScheme>

Enclosing class:

HierarchicalDoubleHardAssigner

public static enum HierarchicalDoubleHardAssigner.ScoringScheme
extends Enum<HierarchicalDoubleHardAssigner.ScoringScheme>

The HierarchicalDoubleHardAssigner.ScoringScheme determines how the distance to a cluster is estimated from the hierarchy of k-means generated clusters.

Author:

Jonathon Hare (jsh2@ecs.soton.ac.uk)

Enum Constant Summary

Enum Constants

Enum Constant and Description
FIRST The distance in the root cluster
LAST The distance in the leaf cluster
MEAN The mean distance down the tree
PRODUCT Product of distances down the tree.
SUM Sum distances down the tree.

Method Summary

Modifier and Type	Method and Description
protected abstract double	computeScore(double[] weights)
static HierarchicalDoubleHardAssigner.ScoringScheme	valueOf(String name) Returns the enum constant of this type with the specified name.
static HierarchicalDoubleHardAssigner.ScoringScheme[]	values() Returns an array containing the constants of this enum type, in the order they are declared.

Methods inherited from class java.lang.Enum

clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Detail

SUM

public static final HierarchicalDoubleHardAssigner.ScoringScheme SUM

Sum distances down the tree.

PRODUCT

public static final HierarchicalDoubleHardAssigner.ScoringScheme PRODUCT

Product of distances down the tree.

FIRST

public static final HierarchicalDoubleHardAssigner.ScoringScheme FIRST

The distance in the root cluster

LAST

public static final HierarchicalDoubleHardAssigner.ScoringScheme LAST

The distance in the leaf cluster

MEAN

public static final HierarchicalDoubleHardAssigner.ScoringScheme MEAN

The mean distance down the tree

Method Detail

values

public static HierarchicalDoubleHardAssigner.ScoringScheme[] values()

Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:

for (HierarchicalDoubleHardAssigner.ScoringScheme c : HierarchicalDoubleHardAssigner.ScoringScheme.values())
    System.out.println(c);

Returns:

an array containing the constants of this enum type, in the order they are declared

valueOf

public static HierarchicalDoubleHardAssigner.ScoringScheme valueOf(String name)

Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)

Parameters:

name - the name of the enum constant to be returned.

Returns:

the enum constant with the specified name

Throws:

IllegalArgumentException - if this enum type has no constant with the specified name

NullPointerException - if the argument is null

computeScore

protected abstract double computeScore(double[] weights)