Year 2018, Volume 4, Issue 2, Pages 104 - 112 2018-12-27

PERFORMANCE ANALYSIS OF CLASSIFICATION ALGORITHMS OF SEVERAL DATA MINING SOFTWARES

Abdullah BAYKAL [1] , Cengiz COŞKUN [2]

25 133

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.

Data Mining, Classfication Analysis, Open Source Data Mining Tools
  • [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
Primary Language en
Subjects Mathematics
Journal Section Article
Authors

Author: Abdullah BAYKAL (Primary Author)
Institution: Dicle University
Country: Turkey


Orcid: 0000-0001-8552-1363
Author: Cengiz COŞKUN
Institution: Dicle University
Country: Turkey


Dates

Publication Date: December 27, 2018

Bibtex @research article { mejs497401, journal = {Middle East Journal of Science}, issn = {}, eissn = {2618-6136}, address = {INESEG YAYINCILIK}, year = {2018}, volume = {4}, pages = {104 - 112}, doi = {10.23884/mejs.2018.4.2.06}, title = {PERFORMANCE ANALYSIS OF CLASSIFICATION ALGORITHMS OF SEVERAL DATA MINING SOFTWARES}, key = {cite}, author = {BAYKAL, Abdullah and COŞKUN, Cengiz} }
APA BAYKAL, A , COŞKUN, C . (2018). PERFORMANCE ANALYSIS OF CLASSIFICATION ALGORITHMS OF SEVERAL DATA MINING SOFTWARES. Middle East Journal of Science, 4 (2), 104-112. DOI: 10.23884/mejs.2018.4.2.06
MLA BAYKAL, A , COŞKUN, C . "PERFORMANCE ANALYSIS OF CLASSIFICATION ALGORITHMS OF SEVERAL DATA MINING SOFTWARES". Middle East Journal of Science 4 (2018): 104-112 <http://dergipark.org.tr/mejs/issue/41457/497401>
Chicago BAYKAL, A , COŞKUN, C . "PERFORMANCE ANALYSIS OF CLASSIFICATION ALGORITHMS OF SEVERAL DATA MINING SOFTWARES". Middle East Journal of Science 4 (2018): 104-112
RIS TY - JOUR T1 - PERFORMANCE ANALYSIS OF CLASSIFICATION ALGORITHMS OF SEVERAL DATA MINING SOFTWARES AU - Abdullah BAYKAL , Cengiz COŞKUN Y1 - 2018 PY - 2018 N1 - doi: 10.23884/mejs.2018.4.2.06 DO - 10.23884/mejs.2018.4.2.06 T2 - Middle East Journal of Science JF - Journal JO - JOR SP - 104 EP - 112 VL - 4 IS - 2 SN - -2618-6136 M3 - doi: 10.23884/mejs.2018.4.2.06 UR - https://doi.org/10.23884/mejs.2018.4.2.06 Y2 - 2018 ER -
EndNote %0 Middle East Journal of Science PERFORMANCE ANALYSIS OF CLASSIFICATION ALGORITHMS OF SEVERAL DATA MINING SOFTWARES %A Abdullah BAYKAL , Cengiz COŞKUN %T PERFORMANCE ANALYSIS OF CLASSIFICATION ALGORITHMS OF SEVERAL DATA MINING SOFTWARES %D 2018 %J Middle East Journal of Science %P -2618-6136 %V 4 %N 2 %R doi: 10.23884/mejs.2018.4.2.06 %U 10.23884/mejs.2018.4.2.06
ISNAD BAYKAL, Abdullah , COŞKUN, Cengiz . "PERFORMANCE ANALYSIS OF CLASSIFICATION ALGORITHMS OF SEVERAL DATA MINING SOFTWARES". Middle East Journal of Science 4 / 2 (December 2018): 104-112. https://doi.org/10.23884/mejs.2018.4.2.06
AMA BAYKAL A , COŞKUN C . PERFORMANCE ANALYSIS OF CLASSIFICATION ALGORITHMS OF SEVERAL DATA MINING SOFTWARES. MEJS. 2018; 4(2): 104-112.
Vancouver BAYKAL A , COŞKUN C . PERFORMANCE ANALYSIS OF CLASSIFICATION ALGORITHMS OF SEVERAL DATA MINING SOFTWARES. Middle East Journal of Science. 2018; 4(2): 112-104.