Script Software has released , its software application that employs a set of unique inductive learning and self-organizing modeling technologies: GMDH Neural Networks, Fuzzy Rule Induction, and Analog Complexing pattern recognition for time series prediction, classification, modeling, clustering, and diagnosis of complex ill-defined systems. It can generate reliable individual and hybrid models and also provides an explanation component in form of algebraic or difference equations, fuzzy rules, or a set of similar patterns. The new version implements a two stage model validation approach for parametric GMDH models.

Version 5.0 Platinum Features offers

• integrated noise filtering characteristics for a second level, on-the-fly model validation;
  
• supports evaluation if a model reflects a causal relationship or if it just models noise;
  
• allows for explicit definition of exogenous variables for creation of systems of equations;
  
• has two new data mining algorithms: Analog Complexing based clustering and
  classification (n classes);
  
• supports extended table dimension for up to 30,000 rows;
  
• offers program-to-program communication via AppleScript (Mac only);
  
• can create and predict GMDH, Fuzzy, and AC models from within a script;
  
• allows for knowledge discovery workflow processing;
  
• includes an executable sample script for demand prediction: importing data
  from databases (FileMaker or AppleWorks) or spreadsheets (MS Excel), data
  preprocessing, data mining using different technologies, prediction of new
  data, combining of predictions, and returning a final prediction (high,
  mean, low) to the initial data source;
  
• offers ROC analysis to measure classification power of a model;
  
• includes 5 hours data mining consulting;
  

Pricing starts at $35 for the Copper Student Edition, while the Platinum Editin is $1,800.

by MacNN Staff