IEEE

Enhancing XGBoost and CatBoost Methods for Diagnosing Parkinson's Disease Through the Integration of SMOTE and Feature Selection Techniques

Abstract: Parkinson's disease is a neurodegenerative condition affecting movement, requires early detection for effective treatment. The main symptoms of this disease include tremors, muscle stiffness ...
qualitysafety.bmj

Using implementation science to define the model and outcomes for improving quality in NEST360, a multicountry alliance for reducing newborn mortality in sub-Saharan Africa

Background Improving small and sick newborn care (SSNC) is crucial in resource-limited settings. Newborn Essential Solutions and Technologies (NEST360), a multicountry alliance, aims to reduce newborn ...
IEEE

Hyperparameter Optimization for Stress Level Classification in University Students: A Comparative Analysis of GridSearchCV and RandomizedSearchCV

Abstract: Academic stress is a common mental health problem experienced by university students, which can affect their academic performance and quality of life. With the development of machine ...