Over 30 example datasets give you practice with a range of prediction, classification, time series forecasting, and affinity analysis problems.Īccess extensive online Help, or review our 400+ page XLMiner User Guide to get your questions answered. Use a Ribbon interface, with Wizard-style dialogs to guide you through model and option selections. Use market basket analyses and recommender systems with association rules. Use classical discriminant analysis and logistic regression, and data mining methods like k-nearest neighbors, naive Bayes, and ensembles of classification trees and neural networks. Use powerful multiple linear regression with variable selection, and data mining methods like k-nearest neighbors, and ensembles of regression trees and neural networks. Use principal components to reduce columns, and k-means clustering or hierarchical clustering to group data by rows.Įasily partition your data into training, validation, and test datasets, with no limits on dataset size - even "on the fly" as you build a predictive model.Īpply the most popular exponential smoothing and Box-Jenkins ( ARIMA) methods with seasonality to forecast time series, such as sales and inventory, from historical data. Use feature selection to automatically identify columns or variables with the greatest explanatory power for your desired classification or prediction task. Ĭlean and transform your data with a comprehensive set of data handling utilities including categorizing data and handling missing values. Use visualization aids from simple bar, line and histogram charts to multiple linked charts, instant axis changes, colors, panels, zooming, brushing and more.Īutomatically transform free-form text into structured data, identifying most frequent terms and extracting key concepts with latent semantic indexing. Sample data from spreadsheets, text files and SQL databases, including Microsoft's PowerPivot in-memory database handling 100 million rows or more. Advanced Data Mining and Text Mining, the Ease of Excel, and Competitive Pricing Analytic Solver Data Mining - "XLMiner's Big Brother" - Includes Everything You Need to Apply Predictive Analytics to Your Data
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