What is GMDH Shell?

GMDH Shell is an open-source software application for data mining and machine learning tasks. It provides a user-friendly graphical interface for building predictive models using GMDH-type neural networks.

Some key features and capabilities of GMDH Shell include:

• Intuitive visual interface for working with datasets and building GMDH models
• Wide range of data visualization tools including scatter plots, histograms, box plots
• Automated feature selection and model optimization processes
• Support for both regression and classification predictive modeling
• Model validation tools for testing accuracy on new datasets
• Model export to PMML, Java, C++ and other formats
• Can handle large complex datasets with thousands of variables
• Free and open-source software written in Java

GMDH Shell enables data analysts, data scientists, and researchers to quickly create high-performance predictive models from their data, without needing specialized knowledge of machine learning algorithms and programming. The automated model building makes it easy to experiment with different inputs and parameters. Models can be exported and integrated into custom applications.

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