How To Fix FVD_ML029 - No data available for training

SAP Error Message - Details

• Message type: E = Error

• Message class: FVD_ML - Machine Learning

• Message number: 029

• Message text: No data available for 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 FVD_ML029 - No data available for training ?

  The SAP error message FVD_ML029: No data available for training typically occurs in the context of machine learning or predictive analytics within the SAP environment. This error indicates that the system is unable to find any relevant data to train the model you are trying to create or use.
  Causes:
  
  Insufficient Data: There may not be enough historical data available in the dataset that meets the criteria for training the model.
  Data Filtering: The data might be filtered out due to specific conditions or parameters set in the training configuration.
  Incorrect Data Source: The data source specified for training may be incorrect or not properly configured.
  Data Quality Issues: The data might be present but could have quality issues (e.g., missing values, incorrect formats) that prevent it from being used for training.
  Time Frame Issues: The time frame for the data might not align with the requirements of the model, leading to no available data for the specified period.
  
  Solutions:
  
  Check Data Availability: Verify that there is sufficient data in the source tables or datasets that meet the criteria for training.
  Review Filters and Parameters: Examine any filters or parameters applied to the dataset to ensure they are not overly restrictive.
  Validate Data Source Configuration: Ensure that the data source is correctly configured and pointing to the right tables or datasets.
  Data Quality Assessment: Conduct a data quality assessment to identify and rectify any issues such as missing values or incorrect data types.
  Adjust Time Frame: If applicable, adjust the time frame for the data to ensure it aligns with the model's requirements.
  Consult Documentation: Refer to SAP documentation or help resources for specific guidelines on data requirements for the machine learning model you are using.
  
  Related Information:
  
  SAP Help Portal: Check the SAP Help Portal for detailed documentation on machine learning and predictive analytics.
  SAP Community: Engage with the SAP Community forums to seek advice from other users who may have encountered similar issues.
  SAP Notes: Look for relevant SAP Notes that may address this specific error or provide additional troubleshooting steps.
  
  If the problem persists after trying the above solutions, consider reaching out to your SAP support team for further assistance.