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The WEKA data mining software

Mark Hall; Eibe Frank; Geoffrey Holmes; Bernhard Pfahringer; Peter Reutemann; Ian H. Witten · ACM SIGKDD Explorations Newsletter · 2009

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Author / responsible party
Mark Hall; Eibe Frank; Geoffrey Holmes; Bernhard Pfahringer; Peter Reutemann; Ian H. Witten
Publisher
ACM SIGKDD Explorations Newsletter
Year
2009
Language
English

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More than twelve years have elapsed since the first public release of WEKA. In that time, the software has been rewritten entirely from scratch, evolved substantially and now accompanies a text on data mining [35]. These days, WEKA enjoys widespread acceptance in both academia and business, has an active community, and has been downloaded more than 1.4 million times since being placed on Source-Forge in April 2000. This paper provides an introduction to the WEKA workbench, reviews the history of the project, and, in light of the recent 3.6 stable release, briefly discusses what has been added since the last stable version (Weka 3.4) released in 2003.

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APA 7

Hall, M, Frank, E, Holmes, G, Pfahringer, B, Reutemann, P, & Witten, I. H. (2009). The WEKA data mining software. https://doi.org/10.1145/1656274.1656278

MLA

Hall, Mark, et al. "The WEKA data mining software." 2009. https://doi.org/10.1145/1656274.1656278.

Chicago

Hall, Mark, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer, Peter Reutemann, and Ian H. Witten. 2009. "The WEKA data mining software.". https://doi.org/10.1145/1656274.1656278.

Harvard

Hall, M. et al. 2009, The WEKA data mining software, ACM SIGKDD Explorations Newsletter, available at: https://doi.org/10.1145/1656274.1656278 [Accessed 7 Aug. 2026].

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Title
The WEKA data mining software
Author / contributors
Mark Hall; Eibe Frank; Geoffrey Holmes; Bernhard Pfahringer; Peter Reutemann; Ian H. Witten
Publisher
ACM SIGKDD Explorations Newsletter
Publication year
2009
Language
English

Subjects

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Computer science; Workbench; Data science; Software; Data mining; Open source software; World Wide Web; Software engineering; Operating system; Visualization
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