hyperparameter tuning in SVM

How to find the value of C and gamma parameter in SVM, the dataset we used is wokload dataset for prediction purpose. how to evaluate the affect of different value of parameters.

Answer 1

[Shreeya]

Hello

Hyperparameter tuning can be implemented using bayesian optimization technique. You can refer to the link below which implements bayesian optimization for SVMs.

https://www.mathworks.com/help/stats/optimize-an-svm-classifier-fit-using-bayesian-optimization.html