# Machine learning models for predicting the residual value of heavy construction equipment: An evaluation of modified decision tree, LightGBM, and XGBoost regression

> Research article (Automation in Construction, 2021) · cited 397× · AI/ML

**Wikidata**: [openalex:W3183637089](https://www.wikidata.org/wiki/openalex:W3183637089)  
**Source**: https://4ort.xyz/entity/machine-learning-models-for-predicting-the-residual-value-of-heavy-construction-equipment-an-evaluation-of-modified-deci