Advanced Multiclass Classification Recipes
Predict which single class (among several) best describes the entity — using probability distributions and fiscal-period logic.
Common advanced patterns
- Softmax probability output — return a probability distribution instead of a hard class label
- Fiscal quarter navigation — compute spending across consecutive quarters for tier classification
- One-hot encoding — map business-defined tiers to class vectors
Ready-to-run solutions
| Recipe | Industry | Advanced Pattern |
|---|---|---|
| Weekend Card Channel | Banking | Softmax probabilities, weekday filtering |
| Spending Tier | Retail | Fiscal quarter spending, one-hot encoding |
See also
For simpler multiclass classification examples, see the basic Multiclass Classification recipes.