Uses of Interface
elki.projection.AffinityMatrixBuilder

Packages that use AffinityMatrixBuilder

Package	Description
elki.projection	Data projections (see also preprocessing filters for basic projections).

Uses of AffinityMatrixBuilder in elki.projection

Classes in elki.projection that implement AffinityMatrixBuilder

Modifier and Type	Class	Description
class	GaussianAffinityMatrixBuilder<O>	Compute the affinity matrix for SNE and tSNE using a Gaussian distribution with a constant sigma.
class	IntrinsicNearestNeighborAffinityMatrixBuilder<O>	Build sparse affinity matrix using the nearest neighbors only, adjusting for intrinsic dimensionality.
class	NearestNeighborAffinityMatrixBuilder<O>	Build sparse affinity matrix using the nearest neighbors only.
class	PerplexityAffinityMatrixBuilder<O>	Compute the affinity matrix for SNE and tSNE.

Fields in elki.projection declared as AffinityMatrixBuilder

Modifier and Type	Field	Description
protected AffinityMatrixBuilder<? super O>	SNE.affinity	Affinity matrix builder.
protected AffinityMatrixBuilder<? super O>	SNE.Par.affinity	Affinity matrix builder.
protected AffinityMatrixBuilder<? super O>	TSNE.affinity	Affinity matrix builder.
protected AffinityMatrixBuilder<? super O>	TSNE.Par.affinity	Affinity matrix builder.

Constructors in elki.projection with parameters of type AffinityMatrixBuilder

Constructor	Description
BarnesHutTSNE(AffinityMatrixBuilder<? super O> affinity, int dim, double finalMomentum, double learningRate, int maxIterations, RandomFactory random, boolean keep, double theta)	Constructor.
SNE(AffinityMatrixBuilder<? super O> affinity, int dim, double finalMomentum, double learningRate, int iterations, RandomFactory random, boolean keep)	Constructor.
SNE(AffinityMatrixBuilder<? super O> affinity, int dim, RandomFactory random)	Constructor with default values.
TSNE(AffinityMatrixBuilder<? super O> affinity, int dim, double finalMomentum, double learningRate, int iterations, RandomFactory random, boolean keep)	Constructor.
TSNE(AffinityMatrixBuilder<? super O> affinity, int dim, RandomFactory random)	Constructor with default values.