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GMDH Streamline (formerly 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 Streamline (formerly 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:

· Processing of CSV and XLS files including sets of files.
· Handling of missing values.
· Text variable detection.
· Encoding and binary decomposition of text variables.
· One-click result recalculation for dynamically updated data files.
· Background execution mode via command line.
· Support for muti-core processors.