Recipes
Ready-to-use config files for common tasks, located in recipes/.
Each recipe corresponds directly to a YAML file in the
AutoMAX repository.
Recipe |
Loss / Optimizer |
When to use |
|---|---|---|
|
AUROC maximization — standard imbalanced binary classification |
|
|
AUPRC / AP maximization — when precision-recall tradeoff matters |
|
|
One-way pAUC — restrict FPR to a specific range |
|
|
Two-way pAUC — restrict both FPR and TPR ranges |
|
|
Two-way pAUC with CVaR surrogate — robust tail-aware optimization |