Multiclass Classification Recipes
Predict which single class (among several) best describes the customer — their favorite brand, preferred color, or spending tier.
Common use cases
- Category prediction — which product category will the customer buy from next?
- Segment classification — which spend tier does the customer belong to?
- Channel affinity — which channel will drive the next purchase?
- Brand preference — which brand will the customer favor?
- Color preference — which color will the customer choose?
Ready-to-run solutions
| Recipe | Industry | Description |
|---|---|---|
| Favorite Brand | Retail | Identify customer's most preferred brand |
| Favorite Color | Retail | Identify customer's preferred product color |
See also: Practical guide
For the full training script, API reference, and default metrics, see the Multi-Class Classifier implementation guide.