|Op. System:||Windoows All|
|File size:||4.5 MB|
Publisher description for GMDH Shell
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: 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.