See: Description
| Interface | Description |
|---|---|
| Cluster<ClusterType> |
The Cluster interface defines the general functionality of a cluster, which
is just the ability to get the members of the cluster.
|
| ClusterCreator<ClusterType extends Cluster<DataType>,DataType> |
The ClusterCreator defines the functionality of a class that can create a
new cluster from a given collection of members of that cluster.
|
| IncrementalClusterCreator<ClusterType extends Cluster<DataType>,DataType> |
An interface for a
ClusterCreator that can incrementally add and
remove members from a cluster. |
| Class | Description |
|---|---|
| CentroidCluster<ClusterType> |
The CentroidCluster class extends the default cluster to contain a central
element.
|
| DefaultCluster<ClusterType> |
The DefaultCluster class implements a default cluster which contains a
list of members in an ArrayList along with an index that identifies the
cluster.
|
| DefaultClusterCreator<DataType> |
The
DefaultClusterCreator class implements a default
ClusterCreator that just creates a DefaultCluster from the
given list of members. |
| DefaultIncrementalClusterCreator<DataType> |
A default implementation of the
IncrementalClusterCreator interface
that just creates a cluster as having a collection of members. |
| GaussianCluster |
The
GaussianCluster class implements a cluster of Vector
objects that has a MultivariateGaussian object representing the
cluster. |
| GaussianClusterCreator |
The
GaussianClusterCreator class implements a ClusterCreator
for creating GaussianClusters by fitting a MultivariateGaussian to the
given set of example vectors. |
| MedoidClusterCreator<DataType> |
The
MedoidClusterCreator class creates a
CentroidCluster at the sample that minimizes the sum
of the divergence to the objects assigned to the cluster. |
| MiniBatchCentroidCluster | |
| NormalizedCentroidCluster<ClusterType> |
Add the ability to store the centroid of the normalized vectors belonging to
a centroid cluster.
|
| NormalizedCentroidClusterCreator |
A cluster creator for
NormalizedCentroidClusters which are clusters
that have a normalized centroid in addition to the usual centroid. |
| VectorMeanCentroidClusterCreator |
The
VectorMeanCentroidClusterCreator class implements
a cluster creator for centroid clusters where the centroid is the
mean of the vectors that are members of the cluster. |
| VectorMeanMiniBatchCentroidClusterCreator |
Implementation of
VectorMeanCentroidClusterCreator for mini-batch
clustering. |