Presenting our high-performance and feature-rich .NET Predictive Analytics library for working with predictive models (PMML). This library provides a PMML execution engine that can evaluate the PMML model and provide real-time predictive scores from within any .NET application without any third-party dependencies.
In today’s data-driven world, the most successful companies will be those that utilize available data to make timely, data-driven decisions. A common example would be to analyze the purchasing habits of shoppers and provide relevant coupons to entice them to buy related products. Another example—what if you could accurately predict which of your customers are likely to stop using your product or service? You already have information on customers who stopped using your service in the past. What if you could build a model that learns from past data and can then be put to work to stop future cases before they happen? With Essential Predictive Analytics, you can.
Easily develop powerful models to predict the future based on past data using any statistical software like R, SAS, SPSS, etc. The developed model can then be serialized in Predictive Model Markup Language (PMML) format. Our .NET Predictive Analytics library can then execute the PMML model and provide real-time results from within your .NET applications.
Essential Predictive Analytics is included with Syncfusion Essential Studio. As with the rest of Essential Studio, there are absolutely no runtime fees or royalties, whether you deliver to a small group of users or to millions around the planet. Also, because there is no third-party dependency once the modeling is done, you pay no runtime fees to any other vendors. You simply produce the model (PMML) using the environment of your choice and Essential Predictive Analytics will take it from there.
Companies that use predictive modeling are smarter than those that don’t. They know the right answers based on data. They make smarter decisions. R is completely free and can produce excellent models that can be deployed with ease using our .NET Predictive Analytics library.
Our .NET Predictive Analytics library supports the evaluation of the following models:
Our predictive analytics solution can be deployed in any environment in which there is a .NET runtime present. You can even deploy to the Microsoft HDInsight Hadoop platform and evaluate millions of data points.
Several samples demonstrating real-world usage have been included in the installation. The first step in developing your own predictive analytics solutions can be simplified by starting with one of our samples.
At Syncfusion, we have deep experience with R. We can build end-to-end predictive modeling solutions for you better and faster than anyone else. If you are looking for assistance building your predictive modeling solution, contact us today.