# The importance of round-robin validation when assessing machine-learning-based vertical extrapolation of wind speeds

> Research article (Wind energy science, 2020) · cited 44× · AI/ML

**Wikidata**: [openalex:W2998928445](https://www.wikidata.org/wiki/openalex:W2998928445)  
**Source**: https://4ort.xyz/entity/the-importance-of-round-robin-validation-when-assessing-machine-learning-based-vertical-extrapolation-of-wind-speeds