Nonlinear Data, Nonlinear Regression, Polynomial Regression, Data Transformation, Multivariate Regression.
try SVR(), KNeighborsRegressor() or DecisionTreeRegression() from sklearn library, and compare the model performance. Here, we will develop our non-linear model using the sklearn SVR() technique for demonstration purposes. SVR supports a variety of Kernels. Kernels enable the linear SVM model to