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SAS® Enterpris e Miner™ ·Margo Scharer, SAS Institute Inc. Abstract This presentation will provide an overview of Enterprise Miner, an integrated software product that is an end-to-end business solution for data mining. A graphical user interface (GUI) provides a user-friendly process flow that empowers you to define your data mining process (sample, explore, Enterprise Miner modify, model, and assess). contains a collection of sophisticated analysis tools having a common user-friendly interface that enables you to create and compare multiple Statistical and mining tools include models. clustering, variable selection, decision trees, linear and logistic regression, and neural networks. Data preparation tools include outlier detection, variable transformations , missing value imputation, random sampling, and the partitioning of data sets (into train, test, and validate data sets). Advanced visualization tools enable you to quickly and easily examine large amounts of data in multidimensiona l histograms, and to graphically compare modeling Enterprise Miner also allows you to results. manage, edit, export, and execute scoring code In that is generated from a trained model. addition, you can bring other SAS models or outside models into the Enterprise Miner environment via a modeling API. Finally, you can incorporate new or existing SAS code directly into the process flow. 319