Package elki.clustering.onedimensional

Class KNNKernelDensityMinimaClustering.Par

java.lang.Object

elki.clustering.onedimensional.KNNKernelDensityMinimaClustering.Par

All Implemented Interfaces:

Parameterizer

Enclosing class:

KNNKernelDensityMinimaClustering

public static class KNNKernelDensityMinimaClustering.Par
extends java.lang.Object
implements Parameterizer

Parameterization class.

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field	Description
protected int	dim	Dimension to use for clustering.
static OptionID	DIM_ID	Dimension to use for clustering.
protected int	k	Number of neighbors to use for bandwidth.
static OptionID	K_ID	Number of neighbors for bandwidth estimation.
protected KernelDensityFunction	kernel	Kernel density function.
static OptionID	KERNEL_ID	Kernel function.
protected int	minwindow	Window width, for local minima criterions.
protected KNNKernelDensityMinimaClustering.Mode	mode	Estimation modes.
static OptionID	MODE_ID	KDE mode.
static OptionID	WINDOW_ID	Half window width to find local minima.

Constructor Summary

Constructors

Constructor	Description
Par()

Method Summary

Modifier and Type	Method	Description
void	configure(Parameterization config)	Configure the class.
KNNKernelDensityMinimaClustering	make()	Make an instance after successful configuration.

Methods inherited from class java.lang.Object

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

Field Detail

DIM_ID

public static final OptionID DIM_ID

Dimension to use for clustering.

KERNEL_ID

public static final OptionID KERNEL_ID

Kernel function.

MODE_ID

public static final OptionID MODE_ID

KDE mode.

K_ID

public static final OptionID K_ID

Number of neighbors for bandwidth estimation.

WINDOW_ID

public static final OptionID WINDOW_ID

Half window width to find local minima.

dim

protected int dim

Dimension to use for clustering.

kernel

protected KernelDensityFunction kernel

Kernel density function.

mode

protected KNNKernelDensityMinimaClustering.Mode mode

Estimation modes.

k

protected int k

Number of neighbors to use for bandwidth.

minwindow

protected int minwindow

Window width, for local minima criterions.

Constructor Detail

Par

public Par()

Method Detail

configure

public void configure(Parameterization config)

Description copied from interface: Parameterizer

Configure the class.

Note: the status is collected by the parameterization object, so that multiple errors may arise and be reported in one run.

Specified by:

configure in interface Parameterizer

Parameters:

config - Parameterization

make

public KNNKernelDensityMinimaClustering make()

Description copied from interface: Parameterizer

Make an instance after successful configuration.

Note: your class should return the exact type, only this very broad interface should use Object as return type.

Specified by:

make in interface Parameterizer

Returns:

a new instance