A comparison study between data mining tools over regression methods: Recommendation for SMEs

The purpose of this paper is to present comparison dimension methodology and the results of a comparison study of three data mining tools (WEKA, RapidMiner and IBM SPSS). Today, a vast amount of data mining tools supports different algorithms and business objectives with free or paid. This paper attempt to compare three selected data mining tools and the regression algorithms to provide the review information by considering different dimensions like data management tasks, functionality and model type, process-dependent features and system requirements and vendor information for SMEs to choose effective and efficient data mining tools.