The Salford Predictive Modeler (SPM) software suite includes CART, MARS, TreeNet and Random Forests, as well as powerful automation and modeling capabilities. The software is designed to be a highly accurate and ultra-fast analytics and data mining platform for creating predictive, descriptive and analytical models from databases of any size, complexity or organization. The suite’s automation accelerates the process of model building by conducting substantial portions of the model exploration and refinement process for the analyst. While the analyst is always in full control, the software optionally anticipates the analyst’s next best steps and packages a complete set of results from alternative modeling strategies for easy review. Fifty-six pre-packaged scenarios are inspired by how model analysts structure their work. Regression and logistic regression incorporate key concepts of modern data mining approaches specifically geared toward massive datasets.