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Document Type

Article

Publication Date

2011

Journal or Book Title

Journal of Machine Learning Research

Volume

12

First Page

69

Last Page

73

Abstract

This paper presents the CLUSTERING ALGORITHMS’ REFEREE PACKAGE or CARP, an open source GNU GPL-licensed C package for evaluating clustering algorithms. Calibrating performance of such algorithms is important and CARP addresses this need by generating datasets of different clustering complexity and by assessing the performance of the concerned algorithm in terms of its ability to classify each dataset relative to the true grouping. This paper briefly describes the software and its capabilities.

Comments

This is an article from Journal of Machine Learning Research 12 (2011): 69.

Copyright Owner

Volodymyr Melnykov and Ranjan Maitra

Language

en

File Format

application/pdf

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