Uses of Interface
de.lmu.ifi.dbs.elki.math.statistics.kernelfunctions.KernelDensityFunction

Packages that use KernelDensityFunction

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

Uses of KernelDensityFunction in de.lmu.ifi.dbs.elki.algorithm.clustering

Fields in de.lmu.ifi.dbs.elki.algorithm.clustering declared as KernelDensityFunction

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

Constructors in de.lmu.ifi.dbs.elki.algorithm.clustering with parameters of type KernelDensityFunction

Constructor and Description
NaiveMeanShiftClustering(DistanceFunction<? super V> distanceFunction, KernelDensityFunction kernel, double range) Constructor.

Uses of KernelDensityFunction in de.lmu.ifi.dbs.elki.algorithm.clustering.onedimensional

Fields in de.lmu.ifi.dbs.elki.algorithm.clustering.onedimensional declared as KernelDensityFunction

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

Constructors in de.lmu.ifi.dbs.elki.algorithm.clustering.onedimensional with parameters of type KernelDensityFunction

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

Uses of KernelDensityFunction in de.lmu.ifi.dbs.elki.algorithm.outlier.lof

Fields in de.lmu.ifi.dbs.elki.algorithm.outlier.lof declared as KernelDensityFunction

Modifier and Type	Field and Description
private KernelDensityFunction	SimpleKernelDensityLOF.kernel Kernel density function
(package private) KernelDensityFunction	SimpleKernelDensityLOF.Parameterizer.kernel Kernel density function parameter
private KernelDensityFunction	LDF.kernel Kernel density function
(package private) KernelDensityFunction	LDF.Parameterizer.kernel Kernel density function parameter
(package private) KernelDensityFunction	KDEOS.kernel Kernel function to use for density estimation.
(package private) KernelDensityFunction	KDEOS.Parameterizer.kernel Kernel function to use for density estimation.

Constructors in de.lmu.ifi.dbs.elki.algorithm.outlier.lof with parameters of type KernelDensityFunction

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

Uses of KernelDensityFunction in de.lmu.ifi.dbs.elki.algorithm.outlier.subspace

Fields in de.lmu.ifi.dbs.elki.algorithm.outlier.subspace declared as KernelDensityFunction

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

Uses of KernelDensityFunction in de.lmu.ifi.dbs.elki.math.statistics

Methods in de.lmu.ifi.dbs.elki.math.statistics with parameters of type KernelDensityFunction

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

Constructors in de.lmu.ifi.dbs.elki.math.statistics with parameters of type KernelDensityFunction

Constructor and 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 de.lmu.ifi.dbs.elki.math.statistics.kernelfunctions

Classes in de.lmu.ifi.dbs.elki.math.statistics.kernelfunctions that implement KernelDensityFunction

Modifier and Type	Class and 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.