SAP InfiniteInsight

SAP InfiniteInsight : SAP InfiniteInsight (formerly KXEN Modeler) automates most of the predictive analytics effort so that users can gain unprecedented customer insight and make forward looking decisions with ease. KXEN was acquired by SAP on October, 2013. SAP InfiniteInsight Explorer prepares and transform the input data in to a format which the analytical engines can use. Modeler predict the possible business outcomes. Scorer deploy optimized scoring equations. KXEN’s predictive analytics solution is used by many companies especially in the areas of marketing management in telecoms, financial services, retail and e business. SAP InfiniteInsight components are SAP InfiniteInsight Explorer, SAP InfiniteInsight Modeler , SAP InfiniteInsight Scorer , SAP InfiniteInsight Social, SAP InfiniteInsight Recommendation , and SAP InfiniteInsight Factory.

SAP InfiniteInsight features include ability to build reusable analytical records for unlimited analytical data sets, one time definition of aggregates and attributes with time dependencies, provides all data mining functions: classification, regression, attribute importance, segmentation/clustering, forecasting, and association rules, scoring integration in a variety of formats: SAS, Java, C, PMML, integration to many database such as Teradata, Oracle, Sybase IQ, Sybase ASE, Vertica, Microsoft SQL Server, IBM DB2, Netezza, PostGres, MySQL, Microsoft Access, etc., statistics probability, confidence interval, input variables contributions, outlier flags.

SAP InfiniteInsight

SAP InfiniteInsight provides a browser-based, authenticated environment, user-friendly scheduling interface designed for business analysts, social network analysis capabilities and good visualization capabilities and graph exploration. It integrates social attributes into predictive models, quick installation. short training and better analytics, export to MS Excel, MS Powerpoint, MS Word, and PDF and classification, regression, segmentation, clustering reports.

SAP InfiniteInsight

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SAP InfiniteInsight Explorer

SAP InfiniteInsight Explorer is a semantic layer used to facilitate data preparation.

SAP InfiniteInsight Modeler

SAP InfiniteInsight Modeler allows you to create models as varied as classification, regression, clustering, time series, association rules.

SAP InfiniteInsight

SAP InfiniteInsight Scorer

SAP InfiniteInsight Scorer exports your classification, regression and clustering models in different formats allowing you to apply easily them in your production environment.

SAP InfiniteInsight

SAP InfiniteInsight Social

SAP InfiniteInsight Social improves decision and prediction capacities of your models by extracting and using implicit structural relational information stored in different kinds of data sets.

SAP InfiniteInsight

SAP InfiniteInsight Recommendation

SAP InfiniteInsight Recommendation generates product recommendations for your customers based on the social network analysis provided by InfiniteInsight.

SAP InfiniteInsight

SAP InfiniteInsight Factory

SAP InfiniteInsight Factory allows you to manage models throughout time by scheduling model training and data set deviation detection tasks.

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More Information on Predictive Analysis Process

Predictive Analytics Process Flow

For more information of predictive analytics process, please review the overview of each components in the predictive analytics process: data collection (data mining), data analysis, statistical analysis, predictive modeling and predictive model deployment.