How To Fix RSDME314 - Training data is insufficient to conduct training

RSDME314 - Overview

• Message type: E = Error

• Message class: RSDME -

• Message number: 314

• Message text: Training data is insufficient to conduct training

What causes this issue?

The mining source specified for training has either no records or the
number of records is less than the minimum leaf size (as specified in
the model parameters).

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?

If you have specified a larger minimum leaf case, reduce the number
sufficiently to match the number of records in the mining source.

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 RSDME314 - Training data is insufficient to conduct training ?

  The SAP error message RSDME314, which states "Training data is insufficient to conduct training," typically occurs in the context of SAP BW (Business Warehouse) or SAP BW/4HANA when you are trying to execute a data mining or predictive analysis model. This error indicates that the dataset you are using to train your model does not contain enough data points or relevant features to perform the training process effectively.
  Causes:
  
  Insufficient Data Volume: The dataset may not have enough records. Many algorithms require a minimum number of instances to learn effectively.
  Lack of Relevant Features: The dataset may not contain enough relevant attributes or features that are necessary for the model to learn from.
  Data Quality Issues: The data may contain too many missing values, duplicates, or irrelevant information, which can hinder the training process.
  Incorrect Data Selection: The data selection criteria may be too restrictive, leading to a very small subset of data being used