In this SAS notebook, we will go through all the steps of developing a predictive model.
The Steps are:
1) Data Preparation
- Two different files are imported and then these files are joined. Next, a new variable is created.
- Identification of missing values and imputation
- Several descriptive analyzes are carried out on the data for a good understanding
2) Adjustment of the Predictive Model
- A Decision Tree model (CART) is adjusted with the BAD variable as target
- Some checks are made regarding the quality of the model
3) Model Registration in SAS Model Manager
- Proc Registermodel is used to register the adjusted model in SAS Model Manager
- This is done to allow the user excute the entire subsequent ModelOps in SAS Viya