Banking & Finance Recipes
Covers banking, financial services, and fintech use cases. Advanced recipes are marked with .
Binary Classification
| Recipe | Sub-industry | Description |
|---|---|---|
| Mortgage Refinancing | Banking | Predict likelihood of refinancing application |
| App Channel Shift | Banking | Detect a shift to 80%+ app-based transactions |
| Biometric Login | Banking | Predict if a customer enables biometric login by month-end |
| Mobile Payment Adoption | Fintech | Identify new users who adopt mobile payments within 14 days |
| Installment Defaults | Finance | Predict if a customer misses more than three installment deadlines |
Multilabel Classification
| Recipe | Sub-industry | Description |
|---|---|---|
| Loan Application Propensity | Banking | Score propensity to apply for various loan types |
Multiclass Classification
| Recipe | Sub-industry | Description |
|---|---|---|
| Weekend Card Channel | Banking | Predict the dominant weekend transaction channel |
Regression
| Recipe | Sub-industry | Description |
|---|---|---|
| Credit Card Spend | Banking | Forecast total card expenditure in a period |