Uses of Interface
elki.projection.AffinityMatrixBuilder
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Packages that use AffinityMatrixBuilder Package Description elki.projection Data projections (see also preprocessing filters for basic projections). -
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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.
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