Uses of Interface
elki.math.statistics.kernelfunctions.KernelDensityFunction

Packages that use KernelDensityFunction

Package	Description
elki.clustering	Clustering algorithms.
elki.clustering.onedimensional	Clustering algorithms for one-dimensional data.
elki.math.statistics	Statistical tests and methods.
elki.math.statistics.kernelfunctions	Kernel functions from statistics.
elki.outlier.lof	LOF family of outlier detection algorithms.
elki.outlier.subspace	Subspace outlier detection methods.

Uses of KernelDensityFunction in elki.clustering

Fields in elki.clustering declared as KernelDensityFunction

Modifier and Type	Field	Description
protected KernelDensityFunction	NaiveMeanShiftClustering.kernel	Density estimation kernel.
(package private) KernelDensityFunction	NaiveMeanShiftClustering.Par.kernel	Kernel function.

Constructors in elki.clustering with parameters of type KernelDensityFunction

Constructor	Description
NaiveMeanShiftClustering(NumberVectorDistance<? super V> distance, KernelDensityFunction kernel, double range)	Constructor.

Uses of KernelDensityFunction in elki.clustering.onedimensional

Fields in elki.clustering.onedimensional declared as KernelDensityFunction

Modifier and Type	Field	Description
protected KernelDensityFunction	KNNKernelDensityMinimaClustering.kernel	Kernel density function.
protected KernelDensityFunction	KNNKernelDensityMinimaClustering.Par.kernel	Kernel density function.

Constructors in elki.clustering.onedimensional with parameters of type KernelDensityFunction

Constructor	Description
KNNKernelDensityMinimaClustering(int dim, KernelDensityFunction kernel, KNNKernelDensityMinimaClustering.Mode mode, int k, int minwindow)	Constructor.

Uses of KernelDensityFunction in elki.math.statistics

Methods in elki.math.statistics with parameters of type KernelDensityFunction

Modifier and Type	Method	Description
private void	KernelDensityEstimator.process(double[] data, double min, double max, KernelDensityFunction kernel, int window, double epsilon)	Process a new array

Constructors in elki.math.statistics with parameters of type KernelDensityFunction

Constructor	Description
KernelDensityEstimator(double[] data, double min, double max, KernelDensityFunction kernel, int window, double epsilon)	Initialize and execute kernel density estimation.
KernelDensityEstimator(double[] data, KernelDensityFunction kernel, double epsilon)	Process an array of data

Uses of KernelDensityFunction in elki.math.statistics.kernelfunctions

Classes in elki.math.statistics.kernelfunctions that implement KernelDensityFunction

Modifier and Type	Class	Description
class	BiweightKernelDensityFunction	Biweight (Quartic) kernel density estimator.
class	CosineKernelDensityFunction	Cosine kernel density estimator.
class	EpanechnikovKernelDensityFunction	Epanechnikov kernel density estimator.
class	GaussianKernelDensityFunction	Gaussian kernel density estimator.
class	TriangularKernelDensityFunction	Triangular kernel density estimator.
class	TricubeKernelDensityFunction	Tricube kernel density estimator.
class	TriweightKernelDensityFunction	Triweight kernel density estimator.
class	UniformKernelDensityFunction	Uniform / Rectangular kernel density estimator.

Uses of KernelDensityFunction in elki.outlier.lof

Fields in elki.outlier.lof declared as KernelDensityFunction

Modifier and Type	Field	Description
protected KernelDensityFunction	KDEOS.kernel	Kernel function to use for density estimation.
protected KernelDensityFunction	KDEOS.Par.kernel	Kernel function to use for density estimation.
protected KernelDensityFunction	LDF.kernel	Kernel density function
protected KernelDensityFunction	LDF.Par.kernel	Kernel density function parameter
protected KernelDensityFunction	SimpleKernelDensityLOF.kernel	Kernel density function
protected KernelDensityFunction	SimpleKernelDensityLOF.Par.kernel	Kernel density function parameter

Constructors in elki.outlier.lof with parameters of type KernelDensityFunction

Constructor	Description
KDEOS(Distance<? super O> distance, int kmin, int kmax, KernelDensityFunction kernel, double minBandwidth, double scale, int idim)	Constructor.
LDF(int k, Distance<? super O> distance, KernelDensityFunction kernel, double h, double c)	Constructor.
SimpleKernelDensityLOF(int k, Distance<? super O> distance, KernelDensityFunction kernel)	Constructor.

Uses of KernelDensityFunction in elki.outlier.subspace

Fields in elki.outlier.subspace declared as KernelDensityFunction

Modifier and Type	Field	Description
(package private) KernelDensityFunction	OUTRES.KernelDensityEstimator.kernel	Actual kernel in use