Bayesware Discoverer is first commercial Knowledge Discovery program based on Bayesian networks. Bayesware Discoverer is a powerful tool for automated data modeling, case prediction and model validation. Take the Visual Tour or download the fully functional 30 Days Trial Version. Download the Printable Brochure and the Printable Demo Sheet. Prices and order information is available from our Prices and Conditions page.
 
 

Bayesware Discoverer is the first Data Mining and Knowledge Discovery product based on the revolutionary technology of Bayesian networks, one of the most exciting results of the past decade of Artificial Intelligence research, currently powering large scale applications around the globe. Bayesian networks offer a unified and intuitive framework to represent models of your data. Their unified character makes it possible to compare different hypothesis on your data and the intuitive nature of the graphical formalism of Bayesian networks makes the most sophisticated analytic methods available to decision makers.

Bayesware Discoverer is an automated modeling tool able to transform a database into a Bayesian network, by searching for the most probable model responsible for the observed data. Bayesware Discoverer does not use conditional-independence tests but the most recent advances in automated Bayesian methods. Bayesware Discoverer is the result of over two year of intensive research and development. Built upon the experience of a research prototype distributed to over 3,000 users - including some of the foremost financial, pharmaceutical, and electronic companies in the world - Bayesware Discoverer deploys a brand new way of analyzing your data. Blending together advanced Artificial Intelligence technology and sound statistical methods, Bayesware Discoverer automatically extracts the causal probabilistic model underlying your data and displays it to you as a network of dependencies.

You can use Bayesware Discoverer to verify your intuitions and discover unforeseen evolutions. Wizard-like interfaces will guide your through the most common tasks and, as you grow familiar with the program, you will have a wide range of options to get the flexibility your will require. With Bayesware Discoverer, your knowledge of your business is all you need to get a deep understanding of how your business is doing and how to improve its performance.

 
 
a Automated discovery of Bayesian networks from data.
a Simultaneous multiple models comparison.
a Conditional probability estimation from data of predefined models.
a Handling of categorical data.
a Unsupervised discretization of continuous data.
a Handling of missing data using Bound and Collapse.
a Prediction and classification using state-of-the-art clustering algorithm propagation.
a Naïve Bayes and Bayesian Network Classifiers.
a Batch prediction from large databases.
a Cross validation of generated models.
a Database editing, import and export facilities.
a Import and export to the Bayesian Network Interchange Format (BNF).
a Point-and-click window user interface.
a Wizard dialog interface to most common tasks.
a OpenGL 3D plotting.
a Dynamic Data Exchange (DDE) on-line connection with Microsoft Access 97/2000, Microsoft Excel 97/2000, Mathsoft S-Plus 2000.
a On-line help and context-sensitive mouse helpline.
 
 
Component
Required
Recommended
Processor
Pentium II 300Mhz
Pentium III 600Mhz
RAM Memory
128MB
256MB
Free Hard Disk Space
30MB
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Operating System
Microsoft Windows 95/98/NT/2000