What is model template in SAP CA-ML-DAR - ?

SAP Term: model template

• Component: CA-ML-DAR

• Component Name:

• Description: Data Attribute Recommendation Each model template consists of a machine learning pipeline, where specific data preprocessing rules and model architectures are defined. The model templates for Data Attribute Recommendation are generic technical components that can be used in a variety of use cases, covering classification and regression scenarios. Different model templates may provide different prediction performance for the same dataset.

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• Key Concepts: 
  A model template is a predefined structure used to create a model in SAP. It is part of the Component CA-ML-DAR (Data Analysis and Reporting). The model template contains the basic structure of the model, including the data sources, calculations, and visualizations. It can be used to quickly create a model without having to manually configure each element. 
  
  How to use it: 
  To use a model template, open the Component CA-ML-DAR and select the “Create Model” option. Select the desired model template from the list of available templates. Once selected, you can customize the model by adding or removing data sources, calculations, and visualizations. 
  
  Tips & Tricks: 
  When creating a model using a template, it is important to review all of the elements included in the template before making any changes. This will ensure that all of the necessary elements are included in the model and that any changes made are appropriate for the desired outcome. 
  
  Related Information: 
  For more information on using model templates in SAP, please refer to the SAP Help Portal or contact your local SAP support team.