Summary of What's New in The Latest Version of AroniSmartIntelligence™
- A cutting edge data mining and analytical module for unstructured text. The text may be coming from several sources, including business, markets, investment, economic and general news and RSS feeds, social media, web reviews and others.
- Using advanced string to word processing or Naïve Bayes Multinomial text mining algorithms, evaluators and search algorithms, AroniSmartIntelligence has now full capabilities to mine text, identify most predictive words and make perform regressions.
- The evaluators implemented include: CFS Evaluator, Correlation , Gain Ratio Attribute , Info Gain Attribute , One R Attribute Principal Component Analysis (PCA), and Relief Attribute. The search algorithms include Best First, Greedy Stepwise, and Ranker.
- On top of regression and Bayesian analytics, the Test Analysis output includes a cloud of tags or words that highlights in a intuitive,