Uses of Package
elki.clustering.em.models

Packages that use elki.clustering.em.models

Package	Description
elki.clustering.em	Expectation-Maximization clustering algorithm for Gaussian Mixture Modeling (GMM).
elki.clustering.em.models
elki.clustering.subspace	Axis-parallel subspace clustering algorithms.
elki.outlier.clustering	Clustering based outlier detection.

Classes in elki.clustering.em.models used by elki.clustering.em

Class	Description
BetulaClusterModel	Models usable in Betula EM clustering.
BetulaClusterModelFactory	Factory for initializing the EM models.
EMClusterModel	Models usable in EM clustering.
EMClusterModelFactory	Factory for initializing the EM models.
TextbookMultivariateGaussianModel	Numerically problematic implementation of the GMM model, using the textbook algorithm.
TextbookMultivariateGaussianModelFactory	Factory for EM with multivariate Gaussian model, using the textbook algorithm.

Classes in elki.clustering.em.models used by elki.clustering.em.models

Class	Description
BetulaClusterModel	Models usable in Betula EM clustering.
BetulaClusterModelFactory	Factory for initializing the EM models.
BetulaDiagonalGaussianModelFactory	Factory for EM with multivariate gaussian models using diagonal matrixes.
BetulaMultivariateGaussianModelFactory	Factory for EM with multivariate gaussian models using diagonal matrixes.
BetulaSphericalGaussianModelFactory	Factory for EM with multivariate gaussian models using a single variance.
DiagonalGaussianModel	Simpler model for a single Gaussian cluster, without covariances.
DiagonalGaussianModelFactory	Factory for EM with multivariate gaussian models using diagonal matrixes.
EMClusterModel	Models usable in EM clustering.
EMClusterModelFactory	Factory for initializing the EM models.
MultivariateGaussianModel	Model for a single multivariate Gaussian cluster with arbitrary rotation.
MultivariateGaussianModelFactory	Factory for EM with multivariate Gaussian models (with covariance; also known as Gaussian Mixture Modeling, GMM).
SphericalGaussianModel	Simple spherical Gaussian cluster (scaled identity matrixes).
SphericalGaussianModelFactory	Factory for EM with multivariate gaussian models using a single variance.
TextbookMultivariateGaussianModel	Numerically problematic implementation of the GMM model, using the textbook algorithm.
TextbookMultivariateGaussianModelFactory	Factory for EM with multivariate Gaussian model, using the textbook algorithm.
TextbookSphericalGaussianModel	Simple spherical Gaussian cluster.
TextbookSphericalGaussianModelFactory	Factory for EM with multivariate gaussian models using a single variance.
TwoPassMultivariateGaussianModel	Model for a single Gaussian cluster, using two-passes for slightly better numerics.
TwoPassMultivariateGaussianModelFactory	Factory for EM with multivariate Gaussian models (with covariance; also known as Gaussian Mixture Modeling, GMM).

Classes in elki.clustering.em.models used by elki.clustering.subspace

Class	Description
MultivariateGaussianModel	Model for a single multivariate Gaussian cluster with arbitrary rotation.

Classes in elki.clustering.em.models used by elki.outlier.clustering

Class	Description
EMClusterModelFactory	Factory for initializing the EM models.