RapidMiner Extensions

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Text Mining-Rosette

 

Deepen your data insight with Rosette Text Analytics for RapidMiner Studio by Basis Technology.

With the Rosette extension for RapidMiner Studio, quickly and comprehensively process documents, social media posts, emails, name lists, and other unstructured text in over 55 Asian, European, and Middle Eastern languages.

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Text Processing

The Text Extension adds all operators necessary for statistical text analysis. You can load texts from many different data sources, transform them by a huge set of different filtering techniques, and finally analyze your text data.

The Text Extensions supports several text formats including plain text, HTML, or PDF as well as other data sources. It provides standard filters for tokenization, stemming, stopword filtering, or n-gram generation to provide everything necessary for preparing and analyzing texts.

Web Mining

The Web Mining Extension provides access to internet sources like web pages, RSS feeds, and web services. It is also capable of handling and transforming content from web pages.

The Web Extension provides access to various internet sources like web pages, RSS feeds, and web services. Besides operators for accessing those data sources, the extension also provides specific operators for handling and transforming the content of web pages to prepare it for further processing.

In order to further process the Web pages accessed through this extension, the Text Mining Extension needs to be installed seperately.

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Image Mining

MUMI is an extension integrated with RapidMiner Studio and RapidMiner Server, it’s a hi-tech product designed for enterprises, which enables advanced image processing, image analysis and image data mining. This extension integrates the most advanced image processing algorithms with the latest artificial intelligence algorithms. With the help of this extension you can automatise and improve industrial and business processes in order to increase the quality of your products, prevent and monitor failures, save costs, increase security, develop new added value products, and much more. MUMI offers plenty of cutting edge technologies, which are ready to solve a variety of your not only image-related problems.

Python Scripting

The Python scripting extension integrates RapidMiner with the data scientist-friendly and widely used programming language Python and allows to embed Python code into RapidMiner processes.

The Python scripting extension provides an operator “Execute Python” that allows to seamlessly execute Python code within a RapidMiner process. Data made available as input to the operator will be transferred to Python, the specified Python code will be executed, and any outputs specified in the Python script will be again made available in RapidMiner. Any Python object can be returned, stored within RapidMiner repositories and made available for later use by another “Execute Python” operator.

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R Scripting

The R scripting extension integrates RapidMiner with the well-known statistical language R and allows to embed R scripts into RapidMiner processes.Requires Studio 6.4 or newer!

The R scripting extension provides an operator “Execute R” that allows to execute an R script as part of a RapidMiner process. Data can be seamlessly transferred to R and R code can be used for data manipulation, model building and charting. Any specified output will be returned to RapidMiner for further processing within the RapidMiner process. Any R object can be returned, stored within RapidMiner repositories and made available for later use by another “Execute R” operator.

Find out more extensions, go to RapidMiner Marketplace