What is Execution State Repository in SAP BI-RA-PA - SAP Predictive Analytics?

SAP Term: Execution State Repository

• Component: BI-RA-PA

• Component Name: SAP Predictive Analytics

• Description: Stores transient data during the execution of an analysis.

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• Key Concepts: 
  The Execution State Repository (ESR) is a component of SAP Predictive Analytics that stores the execution state of predictive models. It is used to store the results of model executions, such as the model parameters, input data, and output data. The ESR also stores the execution history of models, allowing users to track changes in model performance over time. 
  
  How to use it: 
  The ESR can be accessed through the SAP Predictive Analytics user interface. Once a model has been executed, the results can be viewed in the ESR. The ESR also allows users to compare different versions of a model and view the execution history of each version. 
  
  Tips & Tricks: 
  When using the ESR, it is important to ensure that all versions of a model are properly labeled and tracked. This will make it easier to compare different versions and track changes in model performance over time. 
  
  Related Information: 
  The Execution State Repository is part of SAP Predictive Analytics, which is a suite of tools for building and deploying predictive models. It includes features such as automated machine learning, data preparation, and model deployment.