Uses of Interface
de.lmu.ifi.dbs.elki.algorithm.projection.AffinityMatrixBuilder

Packages that use AffinityMatrixBuilder

Package	Description
de.lmu.ifi.dbs.elki.algorithm.projection	Data projections (see also preprocessing filters for basic projections).

Uses of AffinityMatrixBuilder in de.lmu.ifi.dbs.elki.algorithm.projection

Classes in de.lmu.ifi.dbs.elki.algorithm.projection that implement AffinityMatrixBuilder

Modifier and Type	Class and 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 de.lmu.ifi.dbs.elki.algorithm.projection declared as AffinityMatrixBuilder

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

Constructors in de.lmu.ifi.dbs.elki.algorithm.projection with parameters of type AffinityMatrixBuilder

Constructor and 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.