StarProbe
Data Miner for Enterprise Applications
Enterprise data mining and intelligent analytic tools!
Corporate and government databases contain huge data
(say, in tens or hundreds of millions of objects) that may consist
of many variables, say, hundreds of variables including both
categorical variables and numerical variables, with noisy information.
Mining such data efficiently and effectively is always a serious
challenge. StarProbe was specially designed to take on these challenging problems.
It can help you to improve your performance on data mining and
statistical analysis with exceptional leading-edge tools;
- Rule-based Modeling and Rule-based Predictive Model Evaluation (NEW)
Rule-based Modeling Environment (RME) is a latest feature of StarProbe. It incorporates
control rules and mathematical formulas with predictive modeling, providing most powerful
modeling environment. RME is a unique platform which will
definitely revolutionize your predictive modeling practice!
For more, read the sections that follow!
- Exclusively featured tools
Add these tools to your current data mining tool ranges!
These tools can complement limitations of your
current data mining tools!
Hotspot profiling & drill-down analysis, Cramer decision tree,
Neural clustering, Cross table deviation analysis, Rule induction & class profiling, ...
- Categorical dimensional modeling using star schema
Instead of simple single tables, star schema provides means to model
input data in a way similar to corporate data warehouses and databases,
combining multiple tables as single input data, which can lead to
better data mining outcomes. For more, read
star schema.
- High performance on big enterprise data
Mining large enterprise data requires specially developed system for that end.
StarProbe star schema supports complex categorical information very efficiently and
reduces data file sizes, which in turn leads to greater performance. See our
benchmark results.
- 64-bit precision
Both integers and reals are processed using 64-bit representation, allowing
extremely large or small numbers can be computed with extreme-high accuracy.
- Intuitive interfaces with color-enhanced graphical visualization
This makes StarProbe very easy to understand and to use for otherwise very complex
advanced tools!
- Smooth database/data warehouse integration
StarProbe works with databases seamlessly. It allows users to model and prepare
star schema data interactively with databases. In addition, models can be developed
and applied directly to database tables on the fly or later.
- Multiple platforms and Multi-mode installation
The same copy of StarProbe runs on Windows, Mac OS X, Solaris, Linux, and so on.
It can be deployed over the Internet or Intranet using HTTP web-servers and web-browsers.
Alternatively, it can be installed as standalone application on desktops, giving greater
flexibility in deployment.
- Internet, Web Services, SOA ready!
Predictive models
developed with StarProbe can be deployed over the Internet and Intranet easily
using web services tools.
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Data Mining - Full Range Algorithms
Data mining discovers hidden patterns in transactions and in objects (such as customers).
StarProbe data miner supports full-range of data mining algorithms,
including many exclusive pioneering features such as rule-based
modeling, hotspot analysis, Cramer decision tree, and so on;
- Rule-based predictive modeling and model evaluation (RME).
- Gene (DNA) code pattern matching.
- Neural network.
- Decision tree and drill-down segmentation.
- Hotspot analysis and profiling.
- Rule induction.
- Regression: General linear, logistic, and exponential.
- Neural clustering / Self organizing maps (SOM).
- Marketing segmentation.
- Variable correlation link analysis.
- Product association analysis.
- Cross table & Deviation analysis.
- Group-by summarization.
- Visualization: Bar, pie, scatter plot, area, combo, ...
- Statistics.
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