Class BIRCHLeafClustering

  • All Implemented Interfaces:
    Algorithm, ClusteringAlgorithm<Clustering<MeanModel>>

    @Reference(authors="T. Zhang, R. Ramakrishnan, M. Livny",title="BIRCH: An Efficient Data Clustering Method for Very Large Databases",booktitle="Proc. 1996 ACM SIGMOD International Conference on Management of Data",url="https://doi.org/10.1145/233269.233324",bibkey="DBLP:conf/sigmod/ZhangRL96") @Reference(authors="T. Zhang, R. Ramakrishnan, M. Livny",title="BIRCH: A New Data Clustering Algorithm and Its Applications",booktitle="Data Min. Knowl. Discovery",url="https://doi.org/10.1023/A:1009783824328",bibkey="DBLP:journals/datamine/ZhangRL97")
    public class BIRCHLeafClustering
    extends java.lang.Object
    implements ClusteringAlgorithm<Clustering<MeanModel>>
    BIRCH-based clustering algorithm that simply treats the leafs of the CFTree as clusters.

    References:

    T. Zhang, R. Ramakrishnan, M. Livny
    BIRCH: An Efficient Data Clustering Method for Very Large Databases Proc. 1996 ACM SIGMOD International Conference on Management of Data

    T. Zhang, R. Ramakrishnan, M. Livny
    BIRCH: A New Data Clustering Algorithm and Its Applications Data. Min. Knowl. Discovery

    Since:
    0.7.5
    Author:
    Erich Schubert
    • Constructor Detail

      • BIRCHLeafClustering

        public BIRCHLeafClustering​(CFTree.Factory cffactory)
        Constructor.
        Parameters:
        cffactory - CFTree Factory