# Forecasting with gradient boosted trees: augmentation, tuning, and cross-validation strategies

> Research article (International Journal of Forecasting, 2022) · cited 29× · AI/ML

**Wikidata**: [openalex:W4206350367](https://www.wikidata.org/wiki/openalex:W4206350367)  
**Source**: https://4ort.xyz/entity/forecasting-with-gradient-boosted-trees-augmentation-tuning-and-cross-validation-strategies