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RapidMiner Community Edition x64 9.9.0

RapidMiner Community Edition x64 9.9.0

RapidMiner Community Edition x64 Full Download Summary

User Rating: 3.2 (40 votes)

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  • File size: 273.00 MB
  • Platform: Windows Vista x64, Windows 7 x64, Windows 8 x64, Windows 10 x64
  • License: Freeware
  • Price: FREE
  • Downloads: Total: 7516 | This Month: 67
  • Released: Mar 24, 2021
  • Publisher: Rapid-I GmbH
  • Publisher URL: https://rapidminer.com/

RapidMiner Community Edition x64 9.9.0 Full Description

RapidMiner x64 is the world-wide leading data mining solution due to the combination of its functional range and its leading-edge technologies. Applications of RapidMiner have a wide spread in data mining all over the world.

Use RapidMiner and explore your data! Simplify the construction of experiments and the evaluation of different approaches. Try to find the best combination of preprocessing and learning steps or let RapidMiner do that automatically for you.

FEATURES:

· 100% pure Java (runs on every major platform and operating system)
· KD processes are modeled as simple operator trees which is both intuitive and powerful
· operator trees or subtrees can be saved as building blocks for later re-use
· internal XML representation ensures standardized interchange format of data mining experiments
· simple scripting language allowing for automatic large-scale experiments
· multi-layered data view concept ensures efficient and transparent data handling

Flexibility in using RapidMiner:
· graphical user interface (GUI) for interactive prototyping
· command line mode (batch mode) for automated large-scale applications
· Java API (application programming interface) to ease usage of RapidMiner from your own programs
· simple plugin and extension mechanisms, a broad variety of plugins already exists and you can easily add your own
· powerful plotting facility offering a large set of sophisticated high-dimensional visualization techniques for data and models
· more than 400 machine learning, evaluation, in- and output, pre- and post-processing, and visualization operators plus numerous meta optimization schemes
· machine learning library WEKA fully integrated (WEKA web page)

· RapidMiner was successfully applied on a wide range of applications where its rapid prototyping abilities demonstrated their usefulness, including text mining, multimedia mining, feature engineering, data stream mining and tracking drifting concepts, development of ensemble methods, and distributed data mining.

Release notes:

New Release
New Features:
Data is the central piece in any RapidMiner process. The way RapidMiner internally deals with data has fundamentally changed in this release with the new Data Core (codename Belt). Its new columnar table representation provides a quantum leap in processing speed and memory efficiency for RapidMiner processes. Multiple operators already use it internally and it becomes fully available now for extension developers to create fast and efficient operators.
Added a Set Positive Value operator for the new Data Core which can make nominal attributes binominal or change the positive value of binominal attributes
Enhancements:
Replaced the Rename by Example Values operator by a new and improved version
Replaced the Rename operator by a new one that can additionally handle a renaming dictionary
Replaced the Sort operator by one that can sort by multiple attributes (currently already part of the Operator Toolbox extension)
[ RapidMiner Community Edition x64 full changelog ]
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RapidMiner Community Edition x64 9.9.0 Free Download Notice

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