PERFORMANCE ANALYSIS OF CLASSIFICATION ALGORITHMS OF SEVERAL DATA MINING SOFTWARES

Data mining is to find correlations and rules which ensure meaningful and potentially useful estimations to be carried out for future among vast amount of existing data through computer programs. Today, many commercial or open source software tools are used regarding this matter. In this study, Classfication Analysis comparisons were carried out over the car evaluation data set consisting of 1728 registers especially on Weka, Orange, KNIME and Tanagra as open source software tools.

Keywords:

Data Mining Classfication Analysis, Open Source Data Mining Tools,

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[1] K. Fogel, Producing Open Source Software: How to Run a Successful Free Software Project (O’Reilly Media, Inc., (2005), ISBN 0596007590.
[2] Internet : https://archive.ics.uci.edu/ml/datasets/Car+Evaluation
[3] David Goulden, https://www.emc.com/leadership/digital-universe/2014iview/executive-summary.htm, Dell EMC World Conference May 4-7 2014 ,Las Vegas
[4] Goebel, M., Gruenwald, L., A survey of data mining and knowledge discovery software tools, ACM SIGKDD Explorations Newsletter, v.1 n.1, p.20-33, June 1999
[5] J. Alcala-Fdez, A. Fern´andez, J. Luengo, J. Derrac, and S. Garc´ıa, Multiple-Valued Logic and Soft Computing 17, 255 (2011)
[6] I. Mierswa, M. Wurst, R. Klinkenberg, M. Scholz, and T. Euler, in Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (ACM, New York, NY, USA, 2006), KDD ’06, pp. 935–940, ISBN 1-59593-339-5
[7] Internet : http://www.junauza.com/2010/11/free-data-mining-software.html
[8] Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann P., Witten, I., H., The WEKA data mining software: an update, ACM SIGKDD Explorations Newsletter, v.11 n.1, June 2009
[9] Tekerek A, “Veri Madenciliği Süreçleri ve Açık Kaynak Kodlu Veri Madenciliği Araçları” Akademik Bilişim Konferansı 2011, İnönü Üniversitesi, Malatya
[10] J. Demsar, T. Curk, A. Erjavec, C. Gorup, T. Hocevar, M. Milutinoviˇc, M. Moˇzina, M. Polajnar, M. Toplak, A. Staric, et al., Journal of Machine Learning Research 14, 2349 (2013), ISSN 1532-4435
[11] S. Beisken, T. Meinl, B. Wiswedel, L. F. de Figueiredo, M. Berthold, and C. Steinbeck, BMC Bioinformatics 14 (2013), ISSN 1471-2105
[12] Tanagra, http://eric.univ-lyon2.fr/~ricco/tanagra/en/tanagra.html

ISSN: 2618-6136
Yayın Aralığı: Yılda 2 Sayı
Başlangıç: 2015
Yayıncı: INESEG Yayıncılık

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