# Three approaches to supervised learning for compositional data with pairwise logratios

> Research article (Journal of Applied Statistics, 2022) · cited 13× · AI/ML

**Wikidata**: [openalex:W3213077261](https://www.wikidata.org/wiki/openalex:W3213077261)  
**Source**: https://4ort.xyz/entity/three-approaches-to-supervised-learning-for-compositional-data-with-pairwise-logratios
