Introduction

Intelligence provides support for custom machine learning (ML) models. This support enables you to import trained ML models into Intelligence. Intelligence can then use these models to run analytics on the incoming data, that is, detect anomalies and generate risk scores for the associated entities, and display the analytics results in the Intelligence dashboard.

The introduction of this feature enables you to enhance Intelligence with models that provide analytics tailored to your unique environments. It also provides a method for extending Intelligence analytics to address new use cases such as the detection of new patterns of unusual behavior.

Important: Intelligence accepts only those custom models that are in the Predictive Model Markup Language (PMML) format and are based on the data types supported by Intelligence.