CLUTO CLUTO is a software package for clustering low- and high-dimensional datasets.
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Clustering CLUTO high-dimensional datasets clustering datasets clusters analyzer high-dimensional

CLUTO Description

CLUTO is a software package for clustering low- and high-dimensional datasets. CLUTO is a software package for clustering low- and high-dimensional datasets and for analyzing the characteristics of the various clusters. The project is well-suited for clustering data sets arising in many diverse application areas including information retrieval, customer purchasing transactions, web, GIS, science, and biology.CLUTO's distribution consists of both stand-alone programs and a library via which an application program can access directly the various clustering and analysis algorithms implemented in CLUTO. Here are some key features of "CLUTO":· Multiple classes of clustering algorithms: partitional, agglomerative, & graph-partitioning based.· Multiple similarity/distance functions: Euclidean distance, cosine, correlation coefficient, extended Jaccard, user-defined.· Numerous novel clustering criterion functions and agglomerative merging schemes. · Traditional agglomerative merging schemes: single-link, complete-link, UPGMA· Extensive cluster visualization capabilities and output options: postscript, SVG, gif, xfig, etc.· Multiple methods for effectively summarizing the clusters: most descriptive and discriminating dimensions, cliques, and frequent itemsets.· Can scale to very large datasets containing hundreds of thousands of objects and tens of thousands of dimensions.What's New in This Release:· Support for Windows X86_64 was added.

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