An Experimental Study of the Hyper-parameters Distribution Region and Its Optimization Method for Support Vector Machine with Gaussian Kernel
An Experimental Study of the Hyper-parameters Distribution Region and Its Optimization Method for Support Vector Machine with Gaussian Kernel
Zhigang Yan,Yuanxuan Yang,Yun-jing Ding
2013 · DOI: 10.14257/IJSIP.2013.6.5.38
9 Citations
TLDR
Experimental results show that the new parameter selection method can not only avoid local optima, and thus excluding the cases in which C and σ are big and unstable, but also can be extremely fast in searching process.