Support Vector Machines

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Support Vector Regression using linear and non-linear kernels

Toy example of 1D regression using linear, polynomial and RBF kernels. print(__doc__)

2017-01-15 04:27:04

SVM Margins Example

The plots below illustrate the effect the parameter C has on the separation line. A large value of C basically tells our model that we do not have

2017-01-15 04:27:05

RBF SVM parameters

This example illustrates the effect of the parameters gamma and C of the Radial Basis Function (RBF) kernel SVM. Intuitively, the gamma

2017-01-15 04:25:19

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