Core Recipes
Use the core recipes when you want a standard business use case and need to choose the right target function shape quickly.
The navigation is now task-first:
- Pick the task type that matches the prediction you want.
- Open the recipe you need.
- Choose the format that matches your workflow: Python App or GUI App.
| Task Type | Best for | Recipes |
|---|---|---|
| Binary Classification | Yes/no outcomes such as churn, conversion, and threshold detection | 3 |
| Multilabel Classification | Multiple independent yes/no outcomes | 3 |
| Multiclass Classification | One label chosen from a fixed set | 2 |
| Regression | Continuous values, counts, and magnitudes | 2 |
| Recommendation | Ranked product or item suggestions | 2 |
Need more complexity?
See Advanced Use Cases for patterns involving multi-source joins, rolling windows, pandas logic, and more complex temporal conditions.