How To Fix RSANA_UMM_API096 - Error occurred during Specified Model training

SAP Error Message - Details

• Message type: E = Error

• Message class: RSANA_UMM_API - UMM API Messages

• Message number: 096

• Message text: Error occurred during Specified Model training

Self-Explanatory Message

Since SAP believes that this specific error message is 'self-explanatory,' no more information has been given.The majority of messages in the SAP system have a message text, however this is frequently insufficient to comprehend or resolve the problem.

To make things easier, more detailed information is frequently added to describe the issue, how to fix it, and the necessary steps or configuration modifications.

Unfortunately, there isn't any extra information in this error notice.

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Smart SAP Assistant

• What is the cause and solution for SAP error message RSANA_UMM_API096 - Error occurred during Specified Model training ?

  The SAP error message RSANA_UMM_API096 typically indicates that there was an issue during the training of a specified model in the SAP Analytics Cloud (SAC) or SAP BW/4HANA environment. This error can arise from various causes, and understanding the context is crucial for troubleshooting.
  Possible Causes:
  
  Data Quality Issues: The data used for training the model may contain inconsistencies, missing values, or outliers that prevent the model from being trained successfully.
  Configuration Errors: Incorrect settings or parameters in the model configuration can lead to training failures.
  Resource Limitations: Insufficient system resources (CPU, memory) can cause the training process to fail.
  Version Compatibility: There may be compatibility issues between different versions of SAP components or between the model and the data source.
  Model Complexity: The model may be too complex for the available data or the system's processing capabilities.
  
  Solutions:
  
  Check Data Quality: Review the dataset for any missing values, duplicates, or outliers. Clean the data as necessary to ensure it meets the requirements for model training.
  Review Configuration Settings: Double-check the model configuration settings to ensure they are correctly set up. This includes parameters like target variable, features, and any other relevant settings.
  Monitor System Resources: Check the system's resource usage during the training process. If resources are low, consider optimizing the model or increasing the available resources.
  Update Software: Ensure that all relevant SAP components are up to date. Check for any patches or updates that may address known issues.
  Simplify the Model: If the model is too complex, consider simplifying it or reducing the number of features to see if that resolves the issue.
  Consult Logs: Review the logs generated during the training process for more detailed error messages that can provide insights into the specific cause of the failure.
  
  Related Information:
  
  SAP Notes and Documentation: Check SAP's official documentation and support notes for any specific guidance related to the RSANA_UMM_API096 error. SAP frequently updates its knowledge base with solutions to common issues.
  Community Forums: Engage with the SAP community forums or user groups where similar issues may have been discussed. Other users may have encountered the same error and can provide insights or solutions.
  SAP Support: If the issue persists after trying the above solutions, consider reaching out to SAP support for assistance. Provide them with detailed information about the error, including any logs and the context in which it occurred.
  
  By following these steps, you should be able to identify and resolve the underlying cause of the RSANA_UMM_API096 error during model training in SAP.