Binary Classification Recipes
Predict a yes/no outcome per customer — will they churn, refinance, or exceed a spend threshold?
Common use cases
- Churn — will the customer stop purchasing?
- Conversion — will a visitor make their first purchase?
- Fraud — is this transaction fraudulent?
- Renewal — will the subscriber renew?
- High-value propensity — will spend exceed a threshold?
Ready-to-run solutions
| Recipe | Industry | Description |
|---|---|---|
| Customer Churn Prediction | Retail | Predict customer attrition within a time window |
| Mortgage Refinancing | Finance | Predict likelihood of refinancing application |
| High-Spending Shoppers | Retail | Predict if customer exceeds spend threshold in specific categories |
See also: Practical guide
For the full training script, API reference, and default metrics, see the Binary Classifier implementation guide.