Nonlinear Data, Nonlinear Regression, Polynomial Regression, Data Transformation, Multivariate Regression.
separate nonlinearly separable data points. We will test three alternative kernels with the SVR algorithm and observe how they affect model accuracy: rbf (default kernal for SVR) linear poly i. SVR() using rbf kernal And here is the model metrics: Still a better R2-squared compare to our first SLR