How To Fix ICA02187 - Machine learning only supports methods with the org. dimension company.

SAP Error Message - Details

• Message type: E = Error

• Message class: ICA02 - ICA Matching Engine Message Class

• Message number: 187

• Message text: Machine learning only supports methods with the org. dimension company.

Self-Explanatory Message

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Smart SAP Assistant

• What is the cause and solution for SAP error message ICA02187 - Machine learning only supports methods with the org. dimension company. ?

  The SAP error message ICA02187 indicates that a machine learning model or algorithm you are trying to use is restricted to methods that include the organizational dimension of "company." This typically arises in the context of SAP Analytics Cloud (SAC) or SAP Business Technology Platform (BTP) when working with predictive analytics or machine learning functionalities.
  Cause:
  
  Organizational Structure: The machine learning model you are attempting to use requires data to be structured by the company dimension. If your dataset does not include this dimension or if it is not properly configured, you will encounter this error.
  Data Model Configuration: The data model you are using may not be set up to include the necessary organizational dimensions, or the data source may not support the required structure.
  Model Type: Certain machine learning methods in SAP are designed to work specifically with data that includes company-level granularity. If your data is at a different level (e.g., product level, region level), it may not be compatible.
  
  Solution:
  
  Check Data Source: Ensure that your data source includes the company dimension. You may need to modify your data model or source to include this dimension.
  Adjust Data Model: If you are using a data model in SAP Analytics Cloud, make sure that the model includes the company dimension as part of its structure. You may need to create a new model or adjust the existing one.
  Use Compatible Methods: If the method you are trying to use does not support the company dimension, consider using a different method that is compatible with your data structure.
  Consult Documentation: Review the SAP documentation for the specific machine learning functionality you are using to understand the requirements and limitations regarding organizational dimensions.
  Seek Support: If you are unable to resolve the issue, consider reaching out to SAP support or your internal IT team for assistance.
  
  Related Information:
  
  SAP Analytics Cloud Documentation: Check the official SAP documentation for detailed information on machine learning capabilities and requirements.
  Data Modeling Best Practices: Familiarize yourself with best practices for data modeling in SAP to ensure that your datasets are structured correctly for machine learning applications.
  Community Forums: Engage with the SAP community forums or user groups where you can find discussions related to similar issues and solutions shared by other users.
  
  By ensuring that your data includes the necessary organizational dimensions and is structured correctly, you should be able to resolve the ICA02187 error and successfully utilize machine learning methods in SAP.