Inheritance diagram for kddml.Core.DataMining.Clustering.DistributionBasedCluster:
Public Member Functions | |
DistributionBasedCluster (String name, ClusterStatistic distribution) | |
boolean | isDistributionBased () |
boolean | isCentroidBased () |
Object | getSeedAsInstance () throws ClusteringModelException |
double[] | getSeedCoordinate () throws ClusteringModelException |
String | toString () |
Protected Member Functions | |
Element | toXML () |
Title: KDDML
Description: Knowledge Discovery in Database Environment
Copyright: Copyright (c) 2003-2005
Company: Universita' di Pisa - Dipartimento di Informatica
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Constructor given the cluster name and the statistic distribution.
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Returns true if the clustering is distribution-based.
Implements kddml.Core.DataMining.Clustering.ClusterManager. |
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Returns true if the clustering is center-based.
Implements kddml.Core.DataMining.Clustering.ClusterManager. |
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Returns the representative cluster seed as instance. Returns the mean value of the distribution for a continuous field. Returns the most probable category of the distribution for a discrete field.
Implements kddml.Core.DataMining.Clustering.ClusterManager. |
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Returns the seed coordinate as array of normalized doubles in respect on the ClusterDescription fields. Returns the normalized mean value of the distribution for a continuous field. Returns the normalized distribution for a discrete field.
Implements kddml.Core.DataMining.Clustering.ClusterManager. |
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Returns a representation of this cluster as string.
Reimplemented from kddml.Core.DataMining.Clustering.Cluster. |
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Returns a representation of this cluster as PMML element.
Reimplemented from kddml.Core.DataMining.Clustering.Cluster. |