![]() ![]() ![]() ![]() Wisdom of Crowds is an innovative feature that guides users by proposing what most RapidMiner users would do as the next step in a specific analysis. In order to support novices in advanced analytics, RapidMiner includes an integrated recommendation feature (“Wisdom of Crowds”). RapidMiner targets data scientists and advanced business analysts, and has a strong focus on machine learning methods for classification and clustering algorithms. Recently RapidMiner has added functionality for business-user-friendly data preparation and automated machine learning. The tool also offers possibilities to integrate with business intelligence software tools including Qlik, Tableau and Jaspersoft. The RapidMiner portfolio also offers functionality for web-based reports and the code-free creation of interactive web apps. The RapidMiner Extensions Marketplace provides a platform for developers to create data analysis algorithms and publish them to the user community. RapidMiner functionality can be extended with additional plugins, which are made available via the RapidMiner Marketplace. Due to its large user base and its continued investment in the usability and productivity of the tool, RapidMiner seems to be managing this transition well.Ĭurrent investment is being directed at enhancing the user interface, upgrades to the community website, further extension of the RapidMiner Marketplace and integration with Hadoop, Spark, TensorFlow and H2O. The commercial version offers extended access to different common databases, processing of unlimited rows of data, as well as professional technical support. RapidMiner has undergone a shift in strategy, limiting the capabilities of the open source version in recent years. If you are unsure, check the setting on the Administration > System Information > System settings page. By default it is the resources/extensions/ folder in the RapidMiner Server home folder. The vendor provides the source code of the tool under the AGPL open source license and has made a limited version of the tool available as an open source version in the past. To install an extension on RapidMiner Server, follow these steps: Locate RapidMiner Server's extension folder. has taken charge of further development of the software. RapidMiner is a predictive analytics and machine learning platform originally developed at the faculty for artificial intelligence at the Technische Universität Dortmund, Germany. ![]()
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