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 ...

Abstract: Support Vector Machine (SVM) is a new machine learning technology developed based on statistical learning theory. It has a solid theoretical foundation, superior learning ability and good ...

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 ...