Target Function Examples

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Check This First!

This article refers to BaseModel accessed via Docker container. Please refer to Snowflake Native App section if you are using BaseModel as SF GUI application.

We now know the inputs and transformations we can do in target functions. We also know from this article what kind of output types and values are suitable for various business scenarios. It is time to bring it together.

In the following subpages we will demonstrate all supported problem types with an example of a target function:

• Binary Classification Target Function for churn scenario,
• Multiclass Classification Target Function for favorite brand campaign,
• Multi-label Classification Target Function for personalized campaign,
• Regression Target Function for customer spend and purchase volume prediction,
• Recommendations Target Function for next basket recommendation.

You're also welcome to go through more recipes here.