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GMDH Shell 2.8.1

Description of GMDH Shell 2.8.1:
GMDH Shell is an easy-to-use yet comprehensive application designed for predictive modeling and data mining. The software combines well proven machine learning technology and extended capabilities for effective use of multi-core, multiprocessor and clustered computers. GMDH Shell makes processing of data much easier in many aspects. It is able to automatically detect usable data inside a file, transform data according to a problem type, drop irrelevant inputs and, finally, construct a set of predictive models at the base of optimal complexity detection and self-organization principals. Notable capabilities of the software environment: Time series forecasting, classification and continuous value prediction. Linear and non-linear multiparametric GMDH models. Estimation of variables' importance. FEATURES: TE Processing of CSV and XLS files including sets of files. TE Handling of missing values. TE Text variable detection. TE Encoding and binary decomposition of text variables. TE One-click result recalculation for dynamically updated data files. TE Background execution mode via command line. TE Support for muti-core processors.Release notes: New ReleaseTE Import of all files within the project directory now is an option.TE Minor GUI improvements.TE Bug-fixes. [ GMDH Shell full changelog ]

Supported OS: Windows XP

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