16.1. Remedies for Severe Class Imbalance#

16.1.1. Case Study: Predicting Caravan Policy Ownership#

16.1.2. The Effect of Class Imbalance#

16.1.3. ModelTuning#

16.1.4. Alternate Cutoffs#

16.1.5. Adjusting Prior Probabilities#

16.1.6. Unequal Case Weights#

16.1.7. Sampling Methods#

16.1.8. Cost-Sensitive Training#

16.1.9. Computing#

16.1.10. Exercises#