Litcius/Paper detail

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

Sanjay Dhanka, Surita Maini

2024International Journal of Cardiology73 citationsDOI

Topics & Concepts

HyperparameterMedicineMachine learningSuiteOutlierArtificial intelligenceDiseaseInternal medicineComputer scienceArchaeologyHistoryArtificial Intelligence in HealthcareECG Monitoring and AnalysisImbalanced Data Classification Techniques
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 | Litcius