Description: 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
- [FUZZCLUST2] - then this is the last time some people m
- [breastcancerju] - K-MEANS clustering algorithm, and the PS
- [KMEANS] - Matlab-based K-means clustering procedur
- [ARMASA_1_7] - ARMASA 1.7 version requires Matlab versi
- [Face] - Face Recognition System, Face Detection
- [matlab] - MATLAB genetic algorithm source code I a
- [lms_1] - A practical LMS, NLMS four MATLAB algori
- [GML_AdaBoost_Matlab_Toolbox] - GML AdaBoost Matlab Toolbox
- [elim] - EA=R factorization in matlabn
- [pso] - Example particle cluster-like algorithm
File list (Check if you may need any files):
ClusterPack-V1.0
................\ceevalmutual.m
................\checkcl.m
................\checks.m
................\clagglmin.m
................\clbtocl.m
................\clcgraph.m
................\clgraph.m
................\clhgraph.m
................\clkmeans.m
................\clrand.m
................\clstoclbs.m
................\cltoclb.m
................\clucent.m
................\clusion.m
................\ClusterBasicsTest.m
................\clusterensemble.m
................\ClusterEnsembleTest.m
................\ClusterVisualTest.m
................\cmetis.m
................\cspa.m
................\evalbalance.m
................\evalf.m
................\evalmse.m
................\evalmutual.m
................\fastchangem.m
................\hgpa.m
................\hmetis.m
................\imageshq.m
................\ints.m
................\kmeans.m
................\mapasc.m
................\mapdense.m
................\mcla.m
................\metis.m
................\norml.m
................\onetomax.m
................\perminv.m
................\pmetis
................\pmetis.exe
................\README_ClusterBasics.txt
................\README_ClusterEnsemble.txt
................\README_ClusterVisual.txt
................\renumtick.m
................\retick.m
................\sgraph.m
................\shmetis
................\shmetis.exe
................\simbjac.m
................\simcorr.m
................\simcosi.m
................\simeucl.m
................\simxjac.m
................\wgraph.m
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