Nonlinear Data, Nonlinear Regression, Polynomial Regression, Data Transformation, Multivariate Regression.
kernel (Author Image) So, In this section, we created a non-linear model using sklearn SVR Model with 3 different kernels. We got the best R2-squared value whith rbf kernel. r2-score with rbf kernel = 99.82% r2-score with linear kernel = 93.50 % r2-score with poly kernel = 97.98 % Conclusion: In