# A hybridization of XGBoost machine learning model by Optuna hyperparameter tuning suite for cardiovascular disease classification with significant effect of outliers and heterogeneous training datasets

> Research article (International Journal of Cardiology, 2024) · cited 70× · AI/ML

**Wikidata**: [openalex:W4404797146](https://www.wikidata.org/wiki/openalex:W4404797146)  
**Source**: https://4ort.xyz/entity/a-hybridization-of-xgboost-machine-learning-model-by-optuna-hyperparameter-tuning-suite-for-cardiovascular-disease-class