Span error bound for weighted SVM with applications in hyperparameter selection

Ioannis Sarafis, Christos Diou, Anastasios Delopoulos

Weighted SVM (or fuzzy SVM) is the most widely used SVM variant owning its effectiveness to the use of instance weights. Proper selection of the instance weights can lead to increa…