# The role of hyperparameters in machine learning models and how to tune them

> Research article (Political Science Research and Methods, 2024) · cited 93× · AI/ML

**Wikidata**: [openalex:W4391537632](https://www.wikidata.org/wiki/openalex:W4391537632)  
**Source**: https://4ort.xyz/entity/the-role-of-hyperparameters-in-machine-learning-models-and-how-to-tune-them