Approaches for target metric optimization
- Optimize another metric, postprocess
- Write custom loss function
- Any, if you can
Early stopping
- Optimize metric M1, monitor metric M2
- Stop when M2 score is the best
Conclusion
- Loss vs metric
- Approaches in general:
- Just run the right model