How to tune the RBF SVM hyperparameters?: An empirical evaluation of 18 search algorithms

Jacques Wainer, Pablo Fonseca

SVM with an RBF kernel is usually one of the best classification algorithms for most data sets, but it is important to tune the two hyperparameters $C$ and $\gamma$ to the data itself.…