How To Fix /SAPAPO/ESPP_PR474 - Negative values in outlier correction set to zero


SAP Error Message - Details

  • Message type: E = Error

  • Message class: /SAPAPO/ESPP_PR -

  • Message number: 474

  • Message text: Negative values in outlier correction set to zero

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  • Self-Explanatory Message

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Smart SAP Assistant

  • What is the cause and solution for SAP error message /SAPAPO/ESPP_PR474 - Negative values in outlier correction set to zero ?

    The SAP error message /SAPAPO/ESPP_PR474 indicates that there are negative values in the outlier correction process within the SAP Advanced Planning and Optimization (APO) module. This typically occurs during the planning process when the system encounters negative values that are not valid for certain calculations, particularly in the context of demand planning or forecasting.

    Cause:

    1. Negative Historical Data: The most common cause is that the historical data being used for forecasting contains negative values. This can happen if there are returns, cancellations, or adjustments that result in negative demand.
    2. Data Quality Issues: Poor data quality or incorrect data entries can lead to negative values in the dataset.
    3. Outlier Detection Settings: The settings for outlier detection may not be configured correctly, leading to the identification of negative values as outliers.

    Solution:

    1. Data Review: Review the historical data for the relevant key figures to identify and correct any negative values. Ensure that the data reflects accurate demand figures.
    2. Adjust Outlier Correction Settings: If the negative values are valid (e.g., returns), consider adjusting the outlier correction settings to handle these cases appropriately.
    3. Data Cleansing: Implement data cleansing processes to ensure that negative values are addressed before they impact the forecasting process.
    4. Consult Documentation: Refer to SAP documentation for specific guidelines on handling outlier corrections and negative values in your version of SAP APO.
    5. Custom Logic: If necessary, implement custom logic in the planning book or use user exits to handle negative values according to your business requirements.

    Related Information:

    • SAP Notes: Check for any relevant SAP Notes that may address this specific error or provide additional guidance on handling negative values in APO.
    • APO Configuration: Review the configuration settings in the APO system related to forecasting and outlier detection.
    • Training and Support: Consider training for users involved in data entry and forecasting to minimize data quality issues in the future.

    By addressing the root cause of the negative values and ensuring data integrity, you can resolve the error and improve the accuracy of your forecasting processes in SAP APO.

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