Fast model selection by limiting SVM training times

Aydin Demircioglu, Daniel Horn, Tobias Glasmachers +2

Kernelized Support Vector Machines (SVMs) are among the best performing supervised learning methods. But for optimal predictive performance, time-consuming parameter tuning is cruc…