GMDH Shell

Software Description

GMDH Shell is an advanced but easy to use tool for predictive modeling and data mining. The software 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.

Key features:

- Time series forecasting, classification and continuous value prediction.

- Linear and non-linear multiparametric GMDH models.

- Estimation of variables' importance. Feature selection.

- 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.

- Support for HPC systems.

GMDH Shell lets you deal with any forecasting or data mining task with minimum efforts. Thanks to the GMDH forecasting method and state-of-the-art parallel processing technology underlying the program it is capable to deliver the most accurate time series forecasting, and it does this much faster than common artificial neural networks.

GMDH Shell is based on the GMDH forecasting method which is the advanced version of a classic regression analysis method developed in 60’s. We have further improved and perfected the algorithm making it a truly cutting-edge technology that still suits for wide range of applications.

Powered by advanced math, GMDH Shell is a versatile solution ideal for “turnkey” forecasting and easy time series analysis. At the same time, a full spectrum of parametric customization and free choice of forecast methods plus a load of industry-unique options allow to adjust the program to any specific task from biology and chemistry analysis to financial forecasting, sales forecasting, demand forecasting, business forecasting, stock market forecasting, forex forecasting, inventory forecasting, demand planning, demand forecasting, economic forecasting, electricity load forecasting, market forecasting and financial forecasting.

GMDH Shell utilizes your computer capabilities in full. It uses all cores and all CPUs it founds to perform calculations in parallel so to deliver results as fast as possible. GMDH Shell provides enterprise-class reliability so you can set it up to operate as a stand-alone and fully-automatic forecast server. The lightweight and easy-to-use interface doesn’t take long to master all that power.

Soft-Go is not responsible for the content of GMDH Shell publisher's description. We encourage you to determine whether this product or your intended use is legal. We do not encourage or condone the use of any software in violation of applicable laws.

Any form of support or technical problems regarding GMDH Shell must be addressed to its developer/publisher. Please be aware that we do NOT provide GMDH Shell cracks, serial numbers, registration codes or any forms of pirated software downloads.

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Related Searches

classification data, predictive modeling, data mining, what is data mining, predictive model

Download Note

GMDH Shell is periodically updated by our editors team but sometimes you may find out that software informations are outdated, please note that the publisher of GMDH Shell can update the software without notifying us. Current version of GMDH Shell is 2.6.2.

Note: Soft-Go doesn't provide any form of technical support regarding GMDH Shell, however, you may find answer to your problem by reading user reviews or directly contacting Geos Research Group which's the publisher/developer of this software.

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