How To Fix FVD_ML104 - Model Version &1: No Attribute selected for Preprocessing

SAP Error Message - Details

• Message type: E = Error

• Message class: FVD_ML - Machine Learning

• Message number: 104

• Message text: Model Version &1: No Attribute selected for Preprocessing

Self-Explanatory Message

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Smart SAP Assistant

• What is the cause and solution for SAP error message FVD_ML104 - Model Version &1: No Attribute selected for Preprocessing ?

  The SAP error message FVD_ML104 indicates that there is an issue with the model version in the context of machine learning or predictive analytics within SAP. Specifically, the message states that no attribute has been selected for preprocessing, which is a crucial step in preparing data for model training or evaluation.
  Cause:
  
  No Attributes Selected: The primary cause of this error is that when defining the model version, no attributes (features) have been selected for preprocessing. This means that the model does not have any input data to work with.
  Configuration Issues: There may be issues in the configuration of the model or the data source that prevent attributes from being recognized or selected.
  Data Source Problems: The data source might not contain any valid attributes, or the attributes may not be properly defined in the system.
  
  Solution:
  
  Select Attributes: Go to the model version configuration and ensure that you select the appropriate attributes for preprocessing. This can usually be done in the model definition or data preparation steps.
  Check Data Source: Verify that the data source you are using contains valid attributes. Ensure that the data is correctly loaded and that the attributes are defined properly.
  Review Model Configuration: Check the overall configuration of the model version to ensure that all necessary settings are correctly defined.
  Consult Documentation: Refer to the SAP documentation for the specific module you are using (e.g., SAP Predictive Analytics, SAP HANA) for detailed steps on how to select attributes and configure models.
  Testing: After making changes, test the model again to see if the error persists.
  
  Related Information:
  
  SAP Notes and Documentation: Check SAP Notes for any known issues or patches related to this error message. The SAP Help Portal may also provide additional guidance on model configuration and preprocessing.
  Community Forums: Engage with the SAP Community or forums where other users may have encountered similar issues. They can provide insights or solutions based on their experiences.
  Training and Tutorials: If you are new to SAP machine learning or predictive analytics, consider going through training materials or tutorials that cover the basics of model creation and data preprocessing.
  
  By addressing the attribute selection and ensuring that your data source is correctly configured, you should be able to resolve the FVD_ML104 error.