machine learning framework

machine learning framework is a complete solution for business and financial engineers, process and manufacturing engineers, quality assurance professionals, and all experts who want to extract computational models from data. Knowledge engineers and machine learning experts, who search for a framework to develop customized solutions, will also benefit from its future-looking fuzzy variants of machine learning algorithms in an open architecture.

Optimized future-looking, fuzzy-logic-based machine learning methods and algorithms implemented in C++ are integrated into Mathematica's high-level symbolic computation, visualization, and programming environment. machine learning framework can be a powerful tool for all types of data mining and machine learning applications, including:

• Extraction of features from images and/or signals
• Modeling of chemical, metallurgical, or other continuous processes
• Control of complex discrete manufacturing machines
• Modeling of business and financial systems

Key Features

• Reporter, the new higher-level user interface, makes it possible to run a large number of model-training tasks and then get an overview and comparison of the performance of the different models that were created.
  
• With Reporter, you can test all permutations and combinations of different data sets, algorithms and algorithm options. There are various options for structuring and formatting the output.
  
• Incremental saving makes it possible to continue with the calculations after an interruption without having to complete tasks again.
  
• To take advantage of the multicore revolution, it has parallelization built in, parallelizing model generation and cross model validation.

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The high-end architecture and machine learning approaches are not so different. Select the right methods, and combine them intelligently in a framework with mathematical and knowledge-based technologies. machine learning framework has successfully delivered this combined knowledge in a fast and robust solution for industry leaders.

Developed and supported by Software Competence Center Hagenberg (SCCH) GmbH. Owned and licensed by uni software plus GmbH.

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