What is training set in SAP CEC-MKT-ML-PRE - Predictive Studio?

SAP Term: training set

• Component: CEC-MKT-ML-PRE

• Component Name: Predictive Studio

• Description: The members of a target group resulting from a segmentation process.

Smart SAP Assistant

• Key Concepts: 
  A training set is a collection of data used to train a machine learning model. It is used to teach the model how to recognize patterns and make predictions. The training set consists of input data and the expected output. The input data is used to create a model that can accurately predict the output. In the case of SAP CEC-MKT-ML-PRE Predictive Studio, the training set is used to create a predictive model that can be used to make predictions about customer behavior. 
  
  How to use it: 
  In order to use the training set in SAP CEC-MKT-ML-PRE Predictive Studio, you must first create a dataset. This dataset should contain all of the relevant input data that you want to use for training your model. Once you have created your dataset, you can then upload it into the Predictive Studio and use it as your training set. You can then use the Predictive Studio to create a predictive model based on the data in your training set. 
  
  Tips & Tricks: 
  When creating your training set, it is important to make sure that it contains enough data points so that your model can accurately learn from it. Additionally, it is important to ensure that your dataset is balanced and contains both positive and negative examples so that your model can learn from both types of data. Finally, it is important to ensure that your dataset is clean and free from any errors or inconsistencies so that your model can learn from it accurately. 
  
  Related Information: 
  For more information on how to use the training set in SAP CEC-MKT-ML-PRE Predictive Studio, please refer to the official documentation provided by SAP. Additionally, there are many online tutorials and resources available that provide step-by-step instructions on how to use the Predictive Studio for machine learning tasks.