Data Mining - Mehmed Kantardzic [272]
Optimus RP
Vendor: Golden Helix Inc. (www.goldenhelix.com)
Optimus RP, uses Formal Inference-based Recursive Modeling (recursive partitioning based on dynamic programming) to find complex relationships in data and to build highly accurate predictive and segmentation models.
Partek Software
Vendor: Partek Inc. (www.partek.com)
Partek Software is a multiple-strategy data-mining product. It is based on several methodologies including statistical techniques, neural networks, fuzzy logic, genetic algorithms, and data visualization. It runs on UNIX platforms.
Rialto™
Vendor: Exeura (www.exeura.com)
Exeura Rialto™ provides comprehensive support for the entire data mining and analytics lifecycle at an affordable price in a single, easy-to-use tool.
Salford Predictive Miner
Vendor: Salford Systems (http://salford-systems.com)
Salford Predictive Miner (SPM) includes CART®, MARS, TreeNet, and RandomForests, and powerful new automation and modeling capabilities. CART® is a robust, easy-to-use decision tree that automatically sifts large, complex databases, searching for and isolating significant patterns and relationships. Multivariate Adaptive Regression Splines (MARS) focuses on the development and deployment of accurate and easy-to-understand regression models. TreeNet demonstrates remarkable performance for both regression and classification and can work with varying sizes of data sets, from small to huge, while readily managing a large number of columns. RandomForests is best suited for the analysis of complex data structures embedded in small to moderate data sets containing typically less than 10,000 rows but allowing for more than 1 million columns. RandomForests has therefore been enthusiastically endorsed by many biomedical and pharmaceutical researchers.
STATISTICA Data Miner
Vendor: Statsoft (www.statsoft.com)
STATISTICA Data Miner contains the most comprehensive selection of data-mining methods available on the market, for example, by far the most comprehensive selection of clustering techniques, neural networks architectures, classification/regression trees (also called recursive partitioning methods), multivariate modeling (including MARSplines, Support Vector Machines), association and sequence analysis (an optional add-on), and many other predictive techniques, even methods for advanced/true simulation and optimization of models are provided. It also provides the largest selection of graphics and visualization procedures of any competing products, to enable effective data exploration and visual data mining.
Synapse
Vendor: Peltarion (www.peltarion.com)
Synapse, a development environment for neural networks and other adaptive systems, supporting the entire development cycle from data import and preprocessing via model construction and training to evaluation and deployment; allows deployment as. NET components.
SOMine
Vendor: Viscovery (www.viscovery.net)
This single-strategy data-mining tool is based on self-organizing maps and is uniquely capable of visualizing multidimensional data. SOMine supports clustering, classification, and visualization processes. It works on all Windows platforms.
TIBCO Spotfire® Professional
Vendor: TIBCO Software Inc. (www.spotfire.tibco.com)
TIBCO Spotfire® Professional makes it easy to build and deploy reusable analytic applications over the Web, or perform pure ad hoc analytics, driven on-the-fly by your own knowledge, intuition, and desire to answer the next question. Spotfire analytics does all this by letting you interactively query, visualize, aggregate, filter, and drill into data sets of virtually any size. Ultimately you will reach faster insights with Spotfire and bring clarity to business