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AroniSmartIntelligence™: New Features in Upcoming Version 5.0.6

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AroniSmartIntelligence in App Storeb2ap3_thumbnail_AroniSmartIntelligence506_BayesianNetwork640.pngAroniSmartIntelligence™, arguably the most advanced Statistical and Data Mining built exclusively for Mac OS X, keeps getting better and better.  AroniSmartIntelligence™ fans around the World will continue to access  new and improved capabilities to be able to harness the opportunities offered by new technologies, using the power of AroniSmart™ tools.

 

WHAT IS New In The Upcoming AronismartIntelligence ™ version 5.0.6?

AroniSmartIntelligence™  5.0.5 included BigData and Bayesian Network Models

AroniSmartIntelligence™ version 5.0.6, now available in AppStore™, has a module dedicated to BigData: Bayesian Network Models and Unstructured Data and Text mining. The

module is  dedicated to analyzing text data and discovering network relationships among different variables and attributes. The module  includes several Bayesian Network models, estimators, and algorithms to deal with unstructured data. AroniSmartIntelligence™ models have been optimized for the needs of BigData analytics. 

To support text and unstructured data mining, a Text processing capability  has been added in the Descriptive Analysis module. The new AroniSmartIntelligence™ allows the analyst to load plain text from various sources, organized in folders and sub-folders and create a dataset  in “Aroni” format, to be processed in the Bayesian Models, Regression Analytics, or Segmentation modules 

AroniSmartIntelligence ™ 5.0.6 has expanded the capabilities with the following

  • Ability to redraw and animate the Bayesian network graph using a mouse or a magic trackpad 
  • From the Descriptive Analysis module, ability to transform numeric attributes (variables) into nominal attributes using binning, Kononenko's MDL criterion, Fayyad's MDL method, numeric to nominal, etc. In the earlier version, the option was only available in Bayesian Models module. 
  • Optimizion of Bayesian Network estimators and search algorithms. 
  • Ability to automatically import datasets in "CSV" format into "Aroni" format.

Unleash the power of AroniSmartIntelligence™

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