An overview of free software tools for general data mining (CROSBI ID 611165)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Jović, Alan ; Brkić, Karla ; Bogunović, Nikola
engleski
An overview of free software tools for general data mining
This expert paper describes the characteristics of six most used free software tools for general data mining that are available today: RapidMiner, R, Weka, KNIME, Orange, and scikit- learn. The goal is to provide the interested researcher with all the important pros and cons regarding the use of a particular tool. A comparison of the implemented algorithms covering all areas of data mining (classification, regression, clustering, associative rules, feature selection, evaluation criteria, visualization, etc.) is provided. In addition, the tools' support for the more advanced and specialized research topics (big data, data streams, text mining, etc.) is outlined, where applicable. The tools are also compared with respect to the community support, based on the available sources. This multidimensional overview in the form of expert paper on data mining tools emphasizes the quality of RapidMiner, R, Weka, and KNIME platforms, but also acknowledges the significant advancements made in the other tools.
data mining ; data mining tool ; free software ; RapidMiner ; Weka ; R
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Podaci o prilogu
1362-1367.
2014.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of MIPRO 2014
Biljanović, Petar
Rijeka: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO
978-953-233-078-6
Podaci o skupu
MIPRO 2014
predavanje
25.05.2014-29.05.2014
Opatija, Hrvatska