The WEKA data mining software
Программное обеспечение WEKA для интеллектуального анализа данных
2009-11-16
SCID: 54.1/d3pxxqk3
Discuss with AI
SourceForgeWEKA workbenchdata mining communitydata mining softwaremachine learning algorithms
Figures from the paper
Abstract (AI)
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.
Key Findings
1
The paper introduces the WEKA workbench, reviews the project’s history, and summarizes additions in the 3.6 stable release compared with Weka 3.4.
2
The software achieved widespread acceptance in academia and industry, supported by an active user and developer community.
3
WEKA became associated with a data-mining textbook, extending its role as both software and educational resource.
4
WEKA had been downloaded more than 1.4 million times from SourceForge since April 2000.
5
WEKA was completely rewritten after its initial release and evolved substantially over more than twelve years of development.
Research Object
WEKA data mining software (the WEKA workbench)
Research Subject
the software’s development history, widespread adoption, and functionality added in the 3.6 stable release
Publication Details
Publication Date
2009-11-16
Journal
Publisher
ISSN
Open access PDF
Access Type
Author Information
Download PDF
Subscribe to digest