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Powerful predictive analytics software which allows you to create better and faster predictive results, deliver machine learning at scale using a factory approach and bring predictive insights where people interact – in business processes and applications. With SAP BusinessObjects Predictive Analytics you can:
- Automate data prep, predictive modeling, and deployment – and easily retrain models
- Harness in-database predictive scoring for a wide variety of target systems
- Leverage advanced visualization capabilities to quickly reveal insights
- Integrate with R to enable a large number of algorithms and custom R scripts
- Deploy SAP BusinessObjects Predictive Analytics stand-alone or with SAP HANA
- Automated analytics - Let business analysts and data scientists use automated technique to build sophisticated predictive models that can be embedded in business processes – in days, not weeks or months.
- Expert analytics - Provide a modeling environment for open-source R-based algorithms, SAP HANA PAL, and SAP Automated Predictive Library (APL). Build predictive models with a powerful drag-and-drop interface, and allow users to use their own R scripts.
- Model management - Provide end-to-end model management, maintain peak performance for thousands of predictive models, and schedule updates as needed.
- Data Manager - Data Manager provides a framework to facilitate automated data preparation. Users can define a broad set of reusable components, which can be applied to automatically create modeling data sets.
- Predictive scoring - Get individual variable contributions for every predictive model. Simulate, and score of a specific business question – in real time. Generate predictive scoring for a wide variety of target systems and directly embed the results.
- Social and recommendation - Run powerful network and link analysis to understand the connections and relationships between your customers – and discover which customers have a strong social influence. This capability can help you better manage churn, risk, and fraud.
- Advanced Visualization - Advanced Visualization provides an intuitive way to explore your data. Transform the results of applied predictive modeling into stunning, advanced visualizations that reveal actionable insights.