New in Expert Analytics 3.0

Learn about the new features in Expert Analytics for Predictive Analytics 3.0.

What's New in 3.0 Video Tutorial

Consume Expert Model Chains via SAP HANA

New to Expert Analytics is the ability to export a chain of trained models as a stored procedure toSAP HANA.

Benefits

The new feature enables you to do the following:

  • Export an entire model chain after training from Expert Analytics to SAP HANA where it can be consumed directly as a single stored procedure or view.

  • Apply the entire model chain on new data sets without using the desktop application. This way, end users can integrate Expert Analytics models into business processes.

  • Include different types of algorithms in the chain such as Predictive Analytics Library (PAL), Automated Predictive Library (APL), and R Extensions.

Workflow

Construct a model chain in Expert Analytics in Predictive Analytics 3.0 with a data set from SAP HANA. When you are ready to export, choose an applicable Model Statistics or Model Compare component in the chain and select the Export Model Chain option. After which, enter the information to generate artefacts on SAP HANA, and then export the entire model chain as a single stored procedure. In SAP HANA end users can work with the trained model chain as a procedure or View.

For a step guide to using the new feature, see Exporting a Chain of Trained Models for Consumption via SAP HANA.