[5] Non-linear Troubleshooting with Kernel SVM

Algorithms such as linear SVMs and regression cannot distinguish classes that are distinguished by nonlinearity. Using kernel methods using the mapping function\(\phi\) can solve nonlinear problems. Using the mapping function, the nonlinear combination of the original characteristics can be projected into a linearly differentiated high-dimensional space, where the hyperplane is distinguished and..

2021.01.04