| Interface | Description |
|---|---|
| CentroidsProvider<DATATYPE> |
Interface for clusterers capable of providing the centroids
of the clusters.
|
| Clusters |
Interface to represent the result of a clustering operation
|
| DataClusterer<DATA,CLUSTER extends IndexClusters> |
Clusterers can extract clusters from data types and return
the data in a clustered form
|
| DistanceClusterer<CLUSTERS extends IndexClusters> |
A
DistanceClusterer clusters data that can be represented as a distance
matrix. |
| MultiviewSimilarityClusterer<CLUSTERS extends IndexClusters> |
A
MultiviewSimilarityClusterer clusters data that can be represented
as multiple similarity matrices. |
| SimilarityClusterer<CLUSTERS extends IndexClusters> |
A
SimilarityClusterer clusters data that can be represented as a similarity
matrix. |
| SparseMatrixClusterer<CLUSTERS extends IndexClusters> |
A matrix clusterer can cluster a matrix of data in some way
|
| SpatialClusterer<CLUSTERTYPE extends SpatialClusters<DATATYPE>,DATATYPE> |
A
SpatialClusterer clusters data that can be represented as points in
a space. |
| SpatialClusters<DATATYPE> |
Interface to describe objects that are the result of the clustering performed
by a
SpatialClusterer. |
| Class | Description |
|---|---|
| ByteCentroidsResult |
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| DoubleCentroidsResult |
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| FeatureVectorCentroidsResult<T extends FeatureVector> |
The result of a
SpatialClusterer that just produces a flat set of
centroids in the form of FeatureVectors. |
| FloatCentroidsResult |
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| IndexClusters |
Class to describe objects that are the result of the clustering where the
training data is implicitly clustered
|
| IntCentroidsResult |
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| LongCentroidsResult |
The result of a
SpatialClusterer that just produces a flat set of centroids. |
| ShortCentroidsResult |
The result of a
SpatialClusterer that just produces a flat set of centroids. |