Syncfusion WPF Predictive Analytics

SyncfusionData Analysis & OLAP Tools.NET

Predictive analytics components for data driven WPF applications.

  • Deploy predictive models from any PMML-compliant statistical software.
  • Supports real-time scoring with diverse model types including regression and neural networks.
  • Supports classification, regression, clustering and advanced models.
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Syncfusion WPF Predictive Analytics provides a comprehensive .NET library to execute predictive models defined in Predictive Model Markup Language (PMML). It enables developers to integrate advanced machine learning models from tools like R or SPSS directly into .NET applications, delivering real-time predictive insights without additional dependencies.

PMML Model Execution Engine

Evaluates PMML models within .NET applications to provide accurate, real-time predictive scores without relying on third-party components.

Broad Model Support

Supports various predictive models including regression, classification trees, neural networks, support vector machines, random forests, gradient boosting machines, clustering, association rules, and k-nearest neighbors.

Integration Flexibility

Deploy predictive analytics solutions in rich client apps, web applications, web services, or on big data platforms like Microsoft HDInsight Hadoop.

Real-Time Predictive Scoring

Delivers fast and precise scoring for incoming data, enabling data-driven decisions such as targeted marketing or customer churn prediction.

Statistical Software Compatibility

Accepts models developed and serialized in PMML format from popular statistical software such as R, SAS, and SPSS.

Visualization Friendly Outputs

Produces results that can be presented alongside WPF charts, grids, and dashboards, helping users interpret predictive outputs in context.

Sample Applications Included

Provides starter samples demonstrating real-world scenarios to help developers quickly create predictive analytics solutions.

Product Compatibility

Review the details below to ensure this product is supported within your environment.

Component Type

  • .NET

.NET Version

  • .NET 10 LTS
  • .NET 9 STS
  • .NET 8 LTS
  • .NET 4.8 or earlier

.NET Platform

  • .NET WPF

IDE Support

  • Visual Studio