Package elki.application.experiments

Enum EvaluateIntrinsicDimensionalityEstimators.Aggregate

java.lang.Object

java.lang.Enum<EvaluateIntrinsicDimensionalityEstimators.Aggregate>

elki.application.experiments.EvaluateIntrinsicDimensionalityEstimators.Aggregate

All Implemented Interfaces:

java.io.Serializable, java.lang.Comparable<EvaluateIntrinsicDimensionalityEstimators.Aggregate>

Enclosing class:

EvaluateIntrinsicDimensionalityEstimators

static enum EvaluateIntrinsicDimensionalityEstimators.Aggregate
extends java.lang.Enum<EvaluateIntrinsicDimensionalityEstimators.Aggregate>

Aggregation methods.

Author:

Erich Schubert

Enum Constant Summary

Enum Constants

Enum Constant	Description
HMEAN	Harmonic mean.
MEAN	Aggregate using the mean only.
MEAN_STDDEV	Aggregate as mean and standard deviation.
MEAN_STDDEV_MIN_MAX	Aggregate as mean and standard deviation.
MED_MAD	Aggregate using median and MAD.
MED_MAD_MIN_MAX	Aggregate using median and MAD.
MEDIAN	Aggregate using median.
QUANTILES	Selected quantiles.

Constructor Summary

Constructors

Modifier	Constructor	Description
private	Aggregate()

Method Summary

Modifier and Type	Method	Description
(package private) abstract double[]	aggregate(double[] data)	Aggregate values.
(package private) abstract java.lang.String[]	description()	Descriptions of the aggregate values.
static EvaluateIntrinsicDimensionalityEstimators.Aggregate	valueOf(java.lang.String name)	Returns the enum constant of this type with the specified name.
static EvaluateIntrinsicDimensionalityEstimators.Aggregate[]	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

MEAN

public static final EvaluateIntrinsicDimensionalityEstimators.Aggregate MEAN

Aggregate using the mean only.

MEAN_STDDEV

public static final EvaluateIntrinsicDimensionalityEstimators.Aggregate MEAN_STDDEV

Aggregate as mean and standard deviation.

MEAN_STDDEV_MIN_MAX

public static final EvaluateIntrinsicDimensionalityEstimators.Aggregate MEAN_STDDEV_MIN_MAX

Aggregate as mean and standard deviation.

HMEAN

public static final EvaluateIntrinsicDimensionalityEstimators.Aggregate HMEAN

Harmonic mean.

MEDIAN

public static final EvaluateIntrinsicDimensionalityEstimators.Aggregate MEDIAN

Aggregate using median.

MED_MAD

public static final EvaluateIntrinsicDimensionalityEstimators.Aggregate MED_MAD

Aggregate using median and MAD.

MED_MAD_MIN_MAX

public static final EvaluateIntrinsicDimensionalityEstimators.Aggregate MED_MAD_MIN_MAX

Aggregate using median and MAD.

QUANTILES

public static final EvaluateIntrinsicDimensionalityEstimators.Aggregate QUANTILES

Selected quantiles.

Constructor Detail

Aggregate

private Aggregate()

Method Detail

values

public static EvaluateIntrinsicDimensionalityEstimators.Aggregate[] 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 (EvaluateIntrinsicDimensionalityEstimators.Aggregate c : EvaluateIntrinsicDimensionalityEstimators.Aggregate.values())
    System.out.println(c);

Returns:

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

valueOf

public static EvaluateIntrinsicDimensionalityEstimators.Aggregate valueOf(java.lang.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:

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

java.lang.NullPointerException - if the argument is null

aggregate

abstract double[] aggregate(double[] data)

Aggregate values.

Parameters:

data - Data to aggregate.

Returns:

Aggregated values.

description

abstract java.lang.String[] description()

Descriptions of the aggregate values.

Returns:

Descriptions