How To Fix ISLM_API456 - Keys of training dataset &1 must match keys of Intelligent Scenario.

SAP Error Message - Details

• Message type: E = Error

• Message class: ISLM_API - API Messages

• Message number: 456

• Message text: Keys of training dataset &1 must match keys of Intelligent Scenario.

Self-Explanatory Message

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Smart SAP Assistant

• What is the cause and solution for SAP error message ISLM_API456 - Keys of training dataset &1 must match keys of Intelligent Scenario. ?

  The SAP error message ISLM_API456 indicates that there is a mismatch between the keys of the training dataset you are trying to use and the keys expected by the Intelligent Scenario in SAP. This error typically occurs in the context of machine learning or predictive analytics within the SAP environment, particularly when using the SAP Business Technology Platform or SAP Analytics Cloud.
  Cause:
  
  
  Key Mismatch: The keys (usually identifiers or attributes) in your training dataset do not match the keys defined in the Intelligent Scenario. This could be due to:
  
  Missing keys in the training dataset.
  Extra keys in the training dataset that are not defined in the Intelligent Scenario.
  Differences in the data types or formats of the keys.
  
  
  
  Data Preparation Issues: The training dataset may not have been prepared correctly, leading to discrepancies in the expected structure.
  
  
  Versioning Issues: If the Intelligent Scenario has been updated or modified, the keys may have changed, leading to a mismatch with the existing training dataset.
  
  
  Solution:
  
  
  Check Key Definitions: Review the key definitions in the Intelligent Scenario and ensure that your training dataset includes all the required keys. Make sure that the names and data types match exactly.
  
  
  Data Validation: Validate your training dataset to ensure that it contains the correct keys and that there are no additional or missing keys. You can use data profiling tools to help with this.
  
  
  Update Training Dataset: If there are discrepancies, update your training dataset to align with the keys defined in the Intelligent Scenario. This may involve:
  
  Adding missing keys.
  Removing extra keys.
  Ensuring that the data types are consistent.
  
  
  
  Recreate the Intelligent Scenario: If the Intelligent Scenario has changed, you may need to recreate it or adjust it to match the current structure of your training dataset.
  
  
  Consult Documentation: Refer to the SAP documentation for the specific Intelligent Scenario you are working with to understand the expected structure and requirements for the training dataset.
  
  
  Testing: After making the necessary adjustments, test the integration again to ensure that the error is resolved.
  
  
  Related Information:
  
  SAP Help Portal: Check the SAP Help Portal for detailed documentation on Intelligent Scenarios and data preparation guidelines.
  SAP Community: Engage with the SAP Community forums to seek advice from other users who may have encountered similar issues.
  SAP Notes: Look for any relevant SAP Notes that may address known issues or provide additional guidance on this error message.
  
  By following these steps, you should be able to resolve the ISLM_API456 error and successfully align your training dataset with the Intelligent Scenario.