# On the Need of Class Ratio Insensitive Drift Tests for Data Streams

> Research article (Learning with Imbalanced Domains: Theory and Applications, 2018) · cited 10× · AI/ML

**Wikidata**: [openalex:W2942104254](https://www.wikidata.org/wiki/openalex:W2942104254)  
**Source**: https://4ort.xyz/entity/on-the-need-of-class-ratio-insensitive-drift-tests-for-data-streams