Package com.rapidminer.operator.clustering

The base classes for clustering.

See:
Description

Interface Summary

ClusterModelInterface

This interface is needed only as a tag for cluster models and hierarchical cluster models for operators working on both classes.

Class Summary

Centroid	This class represents a single centroid used for centroid based clustering.
CentroidClusterModel	This is the superclass for all centroid based cluster models and supports assigning unseen examples to the nearest centroid.
Cluster	Represents an individual cluster, storing all examples by remembering their ids
ClusterModel	This class is the standard flat cluster model, using the example ids to remember which examples were assigned to which cluster.
ClusterModel2ExampleSet	This Operator clusters an exampleset given a cluster model.
ClusterToPrediction	This operator estimates a mapping between a given clustering and a prediction.
DendogramHierarchicalClusterModel	This class only indicates that this model is providing information for plotting a dendogram.
ExtractClusterPrototypes	This operator extracts the cluster prototypes from a flat clustermodel and builds an example set containing them.
FlatFuzzyClusterModel	This class represents a stadard implementation of a flat, fuzzy clustering.
FlattenClusterModel	Creates a flat cluster model from a hierarchical one by expanding nodes in the order of their distance until the desired number of clusters is reached.
HierarchicalClusterLeafNode	This class is an extension of the HierarchicalClusterNode, representing the leaf nodes of a hierarchical cluster tree.
HierarchicalClusterModel	This class provides the data of a generic hierarchical cluster model.
HierarchicalClusterNode	This class represents a not leaf node of a hierarchical cluster tree.

Package com.rapidminer.operator.clustering Description

The base classes for clustering.