Non-Linear Kernel Function
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A Non-Linear Kernel Function is a kernel function that ...
- See: Linear Kernel, Radial-Basis Kernel.
References
2010
- (Chang et al., 2010) ⇒ Yin-Wen Chang, Cho-Jui Hsieh, Kai-Wei Chang, Michael Ringgaard, and Chih-Jen Lin. (2010). “Training and Testing Low-degree Polynomial Data Mappings via Linear SVM.” In: The Journal of Machine Learning Research, 11.
- QUOTE: … In this work, we apply fast linear-SVM methods to the explicit form of polynomially mapped data and investigate implementation issues. The approach enjoys fast training and time, but may sometimes achieve accuracy close to that of using highly nonlinear kernels.