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

ICA02187 - Overview

• 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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ICA02187 - Details

• 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.,