Abstract: In this paper, the Genetic Algorithm and Particle Swarm Optimization are used to obtain the kernel parameters of the radial basis function of the Support Vector Machine (SVM), and the ...
The optimal algorithm, referred to as the OPTIVAN algorithm, was selected and validated using an external cohort (n=268). We evaluated the performance of 4 ML models: gradient boosting machine, random ...
Abstract: Heart disease is a global health problem and the main cause of death worldwide. In Indonesia, the prevalence of heart disease is still on the rise, accounting for 6.1% of the total ...