Table of Contents

Approaches for target metric optimization
- Early stopping
- Conclusion

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