What is predictive pipeline in SAP BI-RA-PA - SAP Predictive Analytics?

SAP Term: predictive pipeline

• Component: BI-RA-PA

• Component Name: SAP Predictive Analytics

• Description: A chain of trained models created in Expert Analytics and exported to either SAP HANA as a procedure or view, or to a .ZIP file. It is available for import to Predictive Factory where it is retrained as a single model.

Smart SAP Assistant

• Key Concepts: 
  Predictive pipeline is a feature of SAP Predictive Analytics that allows users to quickly and easily create predictive models. It provides a graphical interface for creating and managing predictive models, as well as for visualizing the results. The predictive pipeline consists of a series of steps that guide users through the process of creating and deploying predictive models. 
  
  How to use it: 
  To use the predictive pipeline, users first need to select the data set they want to use for their model. Then, they can select the type of model they want to create, such as a linear regression or a decision tree. After selecting the model type, users can configure the parameters of the model and then run it. Once the model is created, users can visualize the results and deploy it to production. 
  
  Tips & Tricks: 
  When using the predictive pipeline, it is important to understand the different types of models available and how they work. It is also important to understand how to configure the parameters of each model in order to get the best results. Additionally, it is important to understand how to interpret the results of each model in order to make informed decisions about deploying them in production. 
  
  Related Information: 
  SAP Predictive Analytics is a powerful tool for creating and deploying predictive models. It provides an intuitive graphical interface for creating and managing predictive models, as well as for visualizing the results. Additionally, SAP Predictive Analytics provides a variety of other features such as data exploration, data preparation, and machine learning algorithms.