Uses of Interface
elki.math.statistics.kernelfunctions.KernelDensityFunction
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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. -
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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 arrayConstructors 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 functionprotected KernelDensityFunction
LDF.Par. kernel
Kernel density function parameterprotected KernelDensityFunction
SimpleKernelDensityLOF. kernel
Kernel density functionprotected KernelDensityFunction
SimpleKernelDensityLOF.Par. kernel
Kernel density function parameterConstructors 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
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