Support Vector Machine Nonlinear Regression

This MATLAB source code provides a generic implementation of Support Vector Machine (SVM) nonlinear regression, applicable for linear regression, nonlinear regression, nonlinear function fitting, data modeling, prediction, and classification scenarios. The implementation utilizes kernel functions for handling nonlinear relationships and includes optimization algorithms for efficient parameter tuning.