ClusterPackV10
所属分类：matlab编程
开发工具：matlab
文件大小：233KB
下载次数：124
上传日期：2009-04-11 15:46:17
上 传 者：
拉格
说明： 聚类分析工具箱 亚历山大博士写的，用于聚类分析，功能比较全
(Cluster Analysis and Cluster Ensemble Software
ClusterPack is a collection of Matlab functions for cluster analysis. It consists of the three modules ClusterVisual, ClusterBasics, and ClusterEnsemble as described in the following. They are a selection out of my personal codebase for machine learning research. They contain general clustering algorithms as well as special algorithms developed in my research as indicated in the README files)
文件列表:
ClusterPack-V1.0 (0, 2002-08-11)
ClusterPack-V1.0\clusion.m (3570, 2002-08-11)
ClusterPack-V1.0\ClusterVisualTest.m (2048, 2002-08-11)
ClusterPack-V1.0\imageshq.m (979, 2002-08-11)
ClusterPack-V1.0\perminv.m (183, 2002-08-11)
ClusterPack-V1.0\renumtick.m (330, 2002-08-11)
ClusterPack-V1.0\retick.m (466, 2002-08-11)
ClusterPack-V1.0\checkcl.m (616, 2002-08-11)
ClusterPack-V1.0\checks.m (1649, 2002-08-11)
ClusterPack-V1.0\clagglmin.m (1224, 2002-08-11)
ClusterPack-V1.0\clcgraph.m (364, 2002-08-11)
ClusterPack-V1.0\clgraph.m (256, 2002-08-11)
ClusterPack-V1.0\clhgraph.m (250, 2002-08-11)
ClusterPack-V1.0\clkmeans.m (1088, 2002-08-11)
ClusterPack-V1.0\clrand.m (584, 2002-08-11)
ClusterPack-V1.0\clucent.m (217, 2002-08-11)
ClusterPack-V1.0\ClusterBasicsTest.m (3781, 2002-08-11)
ClusterPack-V1.0\cmetis.m (197, 2002-08-11)
ClusterPack-V1.0\evalbalance.m (355, 2002-08-11)
ClusterPack-V1.0\evalf.m (771, 2002-08-11)
ClusterPack-V1.0\evalmse.m (460, 2002-08-11)
ClusterPack-V1.0\evalmutual.m (1078, 2002-08-11)
ClusterPack-V1.0\fastchangem.m (252, 2002-08-11)
ClusterPack-V1.0\hmetis.m (258, 2002-08-11)
ClusterPack-V1.0\ints.m (275, 2002-08-11)
ClusterPack-V1.0\kmeans.m (2191, 2002-08-11)
ClusterPack-V1.0\mapasc.m (351, 2002-08-11)
ClusterPack-V1.0\mapdense.m (222, 2002-08-11)
ClusterPack-V1.0\metis.m (190, 2002-08-11)
ClusterPack-V1.0\onetomax.m (189, 2002-08-11)
ClusterPack-V1.0\pmetis (135367, 2002-08-11)
ClusterPack-V1.0\pmetis.exe (79872, 2002-08-11)
ClusterPack-V1.0\sgraph.m (1920, 2002-08-11)
ClusterPack-V1.0\shmetis (78900, 2002-08-11)
ClusterPack-V1.0\shmetis.exe (116736, 2002-08-11)
ClusterPack-V1.0\simbjac.m (245, 2002-08-11)
ClusterPack-V1.0\simcorr.m (620, 2002-08-11)
ClusterPack-V1.0\simcosi.m (491, 2002-08-11)
... ...
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CLUSION README Alexander Strehl Version 1.0 2002-02-26
----------------------------------------------------------------------
This package contains a MATLAB implementation of the cluster
visualization tool CLUSION as described in
A. Strehl and J. Ghosh, "Relationship-based Clustering and
Visualization for High-dimensional Data Mining", Special
Issue on Mining Web-based Data for E-Business Applications
of the INFORMS Journal on Computing, 2002
and
A. Strehl and J. Ghosh, "Relationship-based Visualization of
High-dimensional Data Clusters", Proc. of Workshop on Visual
Data Mining (KDD 2001), Aug. 2001, pp. 90-99
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To use it copy all seven files
ClusterVisualTest.m
README_ClusterVisual.txt
clusion.m
imageshq.m
perminv.m
renumtick.m
retick.m
to a directory in your MATLAB path or the current directory in
your MATLAB environment. Then, in MATLAB just type
clusion;
to get an illustrative example or
help clusion
to get help on the usage of the function.
It has been tested on LNX86 5.2.0.3084 and PCWIN 5.3.0.14912a (R11).
----------------------------------------------------------------------
For questions, comments & services please contact
alexander@strehl.com
This package and potential updates are available from
http://strehl.com
----------------------------------------------------------------------
Finally, copyright (c) 19***-2002 by Alexander Strehl. All rights
reserved. License is granted to copy, to use, and to make and to use
derivative works for research purposes, provided that the Alexander
Strehl copyright notice and this license notice is included in all
copies and any derivatives works and in all related
documentation. Alexander Strehl grants no other licenses expressed or
implied and the licensee acknowleges that Alexander Strehl has no
liability for licensee's use or for any derivative works made by
licensee. This software is provided as is. Alexander Strehl disclaims
and licensee agrees that all warranties, express or implied, including
without limitation the implied warranties of merchantability and
fitness for a particular purpose. Notwithstanding any other provision
contained herein, any liability for damages resulting from the
software or its use is expressly disclaimed, including consequential
or any other indirect damages, whether arising in contract, tort
(including negligence) or strict liability, even if Alexander Strehl
is advised of the possibility of such damages. Enjoy!
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