Use Cases & Recipes
Ready-to-use target function examples for common BaseModel workflows. Each recipe includes both Python App and GUI App code styles via inline tabs — pick the tab that matches your workflow.
Start Here
Choose the entry point that matches what you are trying to do:
- Core Recipes — Canonical task-first navigation for standard use cases. Pick a task type, then open the recipe you need.
- Advanced Use Cases — More complex patterns using multi-source joins, rolling windows, pandas integration, calendar arithmetic, and other advanced logic.
- By Industry — Browse all recipes grouped by industry (retail, banking, telecom, etc.).
Every recipe is designed to:
- Align model behavior with a specific business objective
- Showcase best practices for defining and applying target functions
- Help translate business requirements into effective optimization strategies
New to target functions?
Start with Binary Classification, then open the Customer Churn Prediction recipe. It is still the most detailed walkthrough of the core patterns.
Core Recipes By Task Type
| Task Type | When to use it | Recipes |
|---|---|---|
| Binary Classification | Predict a yes/no outcome per customer or entity | 3 |
| Multilabel Classification | Predict multiple independent yes/no outcomes | 3 |
| Multiclass Classification | Predict one label from a fixed set of classes | 2 |
| Regression | Predict a continuous value, amount, or count | 2 |
| Recommendation | Produce a ranked list of likely next items | 2 |
Advanced Use Cases
Advanced recipes showcase a different class of problems: multi-source joins, rolling windows, pandas logic, exclusion sets, and more complex temporal conditions. Browse them from Advanced Use Cases.
By Industry
All 40 recipes (core and advanced) grouped by industry. Browse from By Industry.