The report noted that RapidMiner provides deep and broad modeling capabilities for automated end-to-end model development. In 2019, Gartner placed RapidMiner in the leader quadrant of its Magic Quadrant for Data Science & Machine Learning Platforms for the sixth year in a row.
RAPIDMINER STUDIO PREDICTION FREE
The RapidMiner Studio Free Edition, which is limited to one logical processor and 10,000 data rows, is available under the AGPL license, Products The RapidMiner Marketplace provides a platform for developers to create data analysis algorithms and publish them to the community. RapidMiner functionality can be extended with additional plugins which are made available via RapidMiner Marketplace. RapidMiner provides learning schemes, models and algorithms and can be extended using R and Python scripts.
Individual functions can be called from the command line. Alternatively, the engine can be called from other programs or used as an API. Each operator performs a single task within the process, and the output of each operator forms the input of the next one. Those workflows are called “Processes” in RapidMiner and they consist of multiple “Operators”. RapidMiner provides a GUI to design and execute analytical workflows. RapidMiner is written in the Java programming language. RapidMiner provides data mining and machine learning procedures including: data loading and transformation (ETL), data preprocessing and visualization, predictive analytics and statistical modeling, evaluation, and deployment. RapidMiner uses a client/server model with the server offered either on-premises or in public or private cloud infrastructures.Īccording to Bloor Research, RapidMiner provides 99% of an advanced analytical solution through template-based frameworks that speed delivery and reduce errors by nearly eliminating the need to write code. In 2013, the company rebranded from Rapid-I to RapidMiner.
RAPIDMINER STUDIO PREDICTION SOFTWARE
In 2007, the name of the software was changed from YALE to RapidMiner.
Starting in 2006, its development was driven by Rapid-I, a company founded by Ingo Mierswa and Ralf Klinkenberg in the same year. RapidMiner, formerly known as YALE (Yet Another Learning Environment), was developed starting in 2001 by Ralf Klingenberg, Ingo Mierswa, and Simon Fischer at the Artificial Intelligence Unit of the Technical University of Dortmund.
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