Package | Description |
---|---|
org.openimaj.ml.clustering.spectral |
Modifier and Type | Class and Description |
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static class |
GraphLaplacian.Normalised
The inverted symmetric normalised Laplacian is defined as:
L = D^-1/2 A D^-1/2
|
static class |
GraphLaplacian.Unnormalised
The symmetric normalised Laplacian is defined as:
L = D - W
|
static class |
GraphLaplacian.Warped
The inverted symmetric normalised Laplacian is defined as:
L = D^-1 .
|
Modifier and Type | Field and Description |
---|---|
GraphLaplacian |
SpectralClusteringConf.laplacian
The graph laplacian creator
|
Constructor and Description |
---|
MultiviewSpectralClusteringConf(double lambda,
SpatialClusterer<? extends SpatialClusters<DATATYPE>,DATATYPE> internal,
GraphLaplacian laplacian) |
SpectralClusteringConf(SpatialClusterer<? extends SpatialClusters<DATATYPE>,DATATYPE> internal,
GraphLaplacian laplacian)
The underlying
EigenChooser is set to an
ChangeDetectingEigenChooser which looks for a 100x gap between
eigen vectors to select number of clusters. |
SpectralClusteringConf(SpatialClusterer<? extends SpatialClusters<DATATYPE>,DATATYPE> internal,
GraphLaplacian lap,
int top) |