Package | Description |
---|---|
moa.cluster | |
moa.clusterers.clustream | |
moa.clusterers.clustree | |
moa.clusterers.denstream | |
moa.clusterers.dstream | |
moa.clusterers.macro | |
moa.clusterers.macro.dbscan |
Modifier and Type | Method and Description |
---|---|
abstract CFCluster |
CFCluster.getCF() |
Modifier and Type | Method and Description |
---|---|
void |
CFCluster.add(CFCluster cluster) |
Constructor and Description |
---|
CFCluster(CFCluster cluster) |
Modifier and Type | Class and Description |
---|---|
class |
ClustreamKernel |
Modifier and Type | Method and Description |
---|---|
CFCluster |
ClustreamKernel.getCF() |
Modifier and Type | Method and Description |
---|---|
void |
ClustreamKernel.add(CFCluster other2) |
Modifier and Type | Method and Description |
---|---|
protected static Clustering |
WithKmeans.cleanUpKMeans(Clustering kMeansResult,
ArrayList<CFCluster> microclusters)
Rearrange the k-means result into a set of CFClusters, cleaning up the redundancies.
|
Modifier and Type | Class and Description |
---|---|
class |
ClusKernel
Representation of an Entry in the tree
|
Modifier and Type | Method and Description |
---|---|
CFCluster |
ClusKernel.getCF() |
Modifier and Type | Class and Description |
---|---|
class |
MicroCluster |
Modifier and Type | Method and Description |
---|---|
CFCluster |
MicroCluster.getCF() |
Modifier and Type | Class and Description |
---|---|
class |
DensityGrid
Density Grids are defined in equation 3 (section 3.1) of Chen and Tu 2007 as:
In D-Stream, we partition the d−dimensional space S into density grids.
|
class |
GridCluster
Grid Clusters are defined in Definition 3.6 of Chen and Tu 2007 as:
Let G =(g1, ·· · ,gm) be a grid group, if every inside grid of G is
a dense grid and every outside grid is either a dense grid or a
transitional grid, then G is a grid cluster.
|
Modifier and Type | Method and Description |
---|---|
CFCluster |
DensityGrid.getCF()
Returns a reference to the DensityGrid.
|
Constructor and Description |
---|
GridCluster(CFCluster cluster,
List<CFCluster> microclusters,
HashMap<DensityGrid,Boolean> hashMap,
int label) |
GridCluster(CFCluster cluster,
List<CFCluster> microclusters,
int label) |
Constructor and Description |
---|
GridCluster(CFCluster cluster,
List<CFCluster> microclusters,
HashMap<DensityGrid,Boolean> hashMap,
int label) |
GridCluster(CFCluster cluster,
List<CFCluster> microclusters,
int label) |
Modifier and Type | Class and Description |
---|---|
class |
NonConvexCluster |
Modifier and Type | Method and Description |
---|---|
CFCluster |
NonConvexCluster.getCF() |
Modifier and Type | Method and Description |
---|---|
List<CFCluster> |
NonConvexCluster.getMicroClusters() |
List<CFCluster> |
IDenseMacroCluster.getMicroClusters() |
Modifier and Type | Method and Description |
---|---|
void |
NonConvexCluster.insert(CFCluster cf) |
void |
NonConvexCluster.remove(CFCluster cf) |
Constructor and Description |
---|
NonConvexCluster(CFCluster cluster,
List<CFCluster> microclusters) |
Constructor and Description |
---|
NonConvexCluster(CFCluster cluster,
List<CFCluster> microclusters) |
Modifier and Type | Method and Description |
---|---|
CFCluster |
DenseMicroCluster.getCFCluster() |
Constructor and Description |
---|
DenseMicroCluster(CFCluster mc) |
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