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XLMiner Pro is the only comprehensive data mining and forecasting add-in for Excel, with neural nets, classification and regression trees, logistic regression, linear regression, Bayes classifier, K-nearest neighbors, discriminant analysis, association rules, clustering, principal components, exponential smoothing and ARIMA models, and more.  It also offers rich charting facilities for rapid data exploration and visualization.  XLMiner has special features to sample data from external SQL databases and the Microsoft PowerPivot in-memory database.  It also includes utilities for data partitioning, missing data handling, binning, categorical data transformation.  And XLMiner® Pro is upgradeable to XLMiner® Platform.