# Corporate ESG rating prediction based on XGBoost-SHAP interpretable machine learning model

> Research article (Expert Systems with Applications, 2025) · cited 15× · AI/ML

**Wikidata**: [openalex:W4412069734](https://www.wikidata.org/wiki/openalex:W4412069734)  
**Source**: https://4ort.xyz/entity/corporate-esg-rating-prediction-based-on-xgboost-shap-interpretable-machine-learning-model