# Investigating the use of gradient boosting machine, random forest and their ensemble to predict skin flavonoid content from berry physical–mechanical characteristics in wine grapes

> Research article (Computers and Electronics in Agriculture, 2015) · cited 54× · AI/ML

**Wikidata**: [openalex:W1166721952](https://www.wikidata.org/wiki/openalex:W1166721952)  
**Source**: https://4ort.xyz/entity/investigating-the-use-of-gradient-boosting-machine-random-forest-and-their-ensemble-to-predict-skin-flavonoid-content-fr