Best Data Mining Solution for Business
Raise Forecast Accuracy with Powerful Data Mining Software
Data mining is a set of methods intended to discover hidden patterns in large volumes of data. This relatively new data analysis method allows obtaining knowledge simply by extracting it from existing data and re-structuring it to human-understandable form. In particular, data mining is an effective and perspective way to manage customer relations, perform marketing studies and in other business applications. It is also commonly used in biology, genetics, medicine, power engineering, sports and game analysis.
GMDH Shell is a data mining software developed for rapid detection of various data anomalies, information patterns, clusters and other dependencies in an input dataset. GMDH stands for Group Method of Data Handling; this mathematical method was developed by Ukrainian prof. Ivakhnenko in 1968. Since then, the method was repeatedly improved, and the GMDH Shell team has developed much more advanced version of this algorithm. The main idea behind the method is applying gradually complicating models for data analysis and trend prediction. Every consecutive model is built using one of the known approximation methods – linear, polynomial, Gaussian, neural networks, combinatorial search and others). The model is tested for predictive strength and is verified against historical data. If previously observed data do not fit the model it gets complicated and the process repeats until a model describing historical data best of all is found.
While many data mining software works using the classic combinatorial GMDH approach, the advanced algorithm carries out the same tasks much faster. For example, GMDH Shell analyzes a sample dataset of 200k rows and gives accurate forecasting based on these data in about 5 minutes.
Since the superb speed of data mining procedures is well-accompanied with simple and intuitive interface, mastering GMDH Shell is utterly easy, even for newcomers and the results are achieved very quickly.
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Benefits of GMDH Shell for Data Science
- Determines model structure automatically
- Drevents overfitting and works well with very small data sets
- Is fast even with 1,000 input variables
- Provides forecasting, classification, regression and clustering tools in one package
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The software is the best I have ever used. What is most impressive, besides the other algorithms, is especially the neural net and time-series forecasting capabilities and the ease with which the formulas can be generated and exported to a spreadsheet for customization.
You have managed to improved both accuracy and speed of neural-type algorithm. The optimization engine for regression/classification and time-series tasks was also very neat. Keep up the good work!
I have been teaching myself neural networks for a few months now on my own. I purchased a book on the subject and used a couple of open source software to learn. By good luck searching on the Internet I came across your software. It was extremely easy to use compared to the others. I feel with your software I would have an advantage.
GMDH Shell provides about the most user-friendly interface and one of the most powerful end-user oriented time series analysis software on the market.