What is smart variable contribution in SAP BI-RA-PA - SAP Predictive Analytics?

SAP Term: smart variable contribution

• Component: BI-RA-PA

• Component Name: SAP Predictive Analytics

• Description: Variable contribution in a model that takes into account the variable correlation.

Smart SAP Assistant

• Key Concepts: 
  Smart Variable Contribution is a feature of SAP Predictive Analytics that allows users to quickly identify the most influential variables in a predictive model. It uses a combination of statistical techniques to measure the impact of each variable on the model’s accuracy. This helps users to better understand the relationships between variables and make more informed decisions.
  
  How to use it: 
  To use Smart Variable Contribution, users must first create a predictive model using SAP Predictive Analytics. Once the model is created, users can select the “Smart Variable Contribution” option from the menu. This will generate a report that shows the impact of each variable on the model’s accuracy. 
  
  Tips & Tricks: 
  When using Smart Variable Contribution, it is important to remember that the results are only as accurate as the data used to create the model. Therefore, it is important to ensure that the data is accurate and up-to-date before running Smart Variable Contribution. Additionally, it is important to remember that Smart Variable Contribution only measures the impact of each variable on the model’s accuracy; it does not measure how important each variable is in terms of business decisions. 
  
  Related Information: 
  For more information about Smart Variable Contribution, please refer to SAP’s documentation on Predictive Analytics. Additionally, there are several online tutorials and videos available that provide step-by-step instructions for using Smart Variable Contribution.