CART (Classification And Regression Trees)
CART® is a robust, easy-to-use decision tree tool that automatically sifts large, complex databases, searching for and isolating significant patterns and relationships. This discovered knowledge is then used to generate reliable, easy-to-grasp predictive models for applications such as profiling customers, targeting direct mailings, detecting telecommunications and credit card fraud as well as managing credit risk.
FastStats
FastStats systems provide massive data analysis capacity that can be deployed on your PC, across your network or across the Internet. FastStats enables marketers to analyse and visualise their data quickly and easily, providing users with access to powerful data insights without technical complexity.
Using FastStats to select target groups for marketing campaigns enables marketers to measure and report on the results. From these results a more sophisticated understanding of customer their behaviour is developed.
FastStats offers the funcationality and performance that marketers need with an architecture that is easy for IT to adopt and support.
MARS (Multivariate Adaptive Regression Splines)
An essential component of any comprehensive data mining solution, MARS automates the development and deployment of accurate and easy to understand regression models. Use MARS to build business intelligence solutions for problems such as predicting credit card holder balances, insurance claim losses, customer catalogue orders, and cell phone usage.
TreeNet
TreeNet® is Jerome Friedman's latest contribution to data mining and it promises to inaugurate a new era of exceptionally accurate predictive models.
TreeNet® is a breakthrough technology that can offer high accuracy while remaining remarkably robust in the presence of common data problems such as missing values and misrecorded training data. The technology is currently available for a variety of regression and classification problems.
Contact us to find out more information about the above software.
