How To Fix ACE_ML018 - Data training requires at least 10,000 records.

ACE_ML018 - Overview

• Message type: E = Error

• Message class: ACE_ML -

• Message number: 018

• Message text: Data training requires at least 10,000 records.

What causes this issue?

A periodic accrual that has been posted can be regarded as a record for
training.

System Response

The system issues an error message and will not allow you to continue with this transaction until the error is resolved.

How to fix this error?

Procedure for System Administrators

Error message extract from SAP system. Copyright SAP SE.

Smart SAP Assistant

• What is the cause and solution for SAP error message ACE_ML018 - Data training requires at least 10,000 records. ?

  The SAP error message ACE_ML018 indicates that the data training process for a machine learning model requires a minimum of 10,000 records to proceed. This error typically arises when the dataset provided for training is insufficient in size, which can hinder the model's ability to learn effectively and produce reliable predictions.
  
  Cause:
  
  Insufficient Data: The primary cause of this error is that the dataset being used for training the machine learning model contains fewer than 10,000 records.
  Data Filtering: If any filtering or preprocessing steps have been applied to the dataset, they may have reduced the number of records below the required threshold.
  Data Source Issues: The data source may not have enough records due to limitations in data collection or extraction processes.
  
  
  Solution:
  
  
  Increase Dataset Size: 
  
  Collect More Data: Try to gather additional records to meet or exceed the 10,000 record requirement. This could involve collecting more data from existing sources or integrating new data