STATISTICA Neural Networks

Product catalog summary

Overview: The Intelligent Problem Solver Wizard is a comprehensive tool designed to automate the selection of network architecture and input variables for data analysis. It integrates various methods, architectures, and algorithms to provide solutions for regression, classification, time series, cluster analysis, and feature selection.

Key Features:

Methods and Algorithms: Includes MLP, RBF, PNN, GRNN, SOFM, Linear, PCA, Cluster Networks, and Ensembles. Utilizes algorithms such as Back Propagation, Conjugate Gradient Descent, Quasi-Newton, Levenberg-Marquardt, and Genetic Algorithms.
Resampling and Ensembles: Supports cross-validation, bootstrapping, random sampling, voting, and averaging techniques.
Statistics and Visualization: Offers 2D graphs, what-if analyses, real-time training graphs, topological maps, sensitivity analysis, and ROC curves.
Automation and Integration: Allows recording of analyses as Visual Basic macros, embedding within C++, VB, or Excel programs, and generating C source code for custom applications.
STATISTICA Environment: Provides full integration with the STATISTICA system, including web enablement and data mining capabilities.

Additional Products:

STATISTICA Base: A standalone product offering essential statistics in a user-friendly package.
STATISTICA Advanced Models: Add-ons for advanced modeling and forecasting tools.
STATISTICA Enterprise Systems: Includes data analysis and business intelligence applications, SPC systems, and web-enabled server applications.

Conclusion: The Intelligent Problem Solver Wizard is a powerful tool for data mining, exploration, and modeling, offering a wide range of features and integration options to enhance data analysis processes.

STATISTICA Neural Networks

STATISTICA Neural Networks

All STATSOFT catalogs and technical brochures