I want the augmentation to be able to select from a different range of tables. How do I do that?

Answer: In the recipe section “Which Core Features do you want to use to predict (your target variable)?”, you can select from the following scope options, which can be edited later as well:

  • Narrow
    • Examines everything from the table from which your population is being pulled 
    • This is a good place to start as it is less complicated and produces more easily understood models, EDA reports, and results summaries
  • Balanced
    • Pulls tables that are directly joined to the table where the population is being pulled from
    • An advantage of using Balanced is that it incorporates user friendly dimension labels as opposed to the ID values that fact tables often contain for various attributes
  • Broad
    • Pulls tables that are directly or indirectly joined to the table where the population is being pulled from
    • We do not recommend immediately using Broad, but rather trying after you’ve tried Balanced and Narrow without getting desired results as it can produce complicated models that can be tricky to interpret

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