Nonlinear Data, Nonlinear Regression, Polynomial Regression, Data Transformation, Multivariate Regression.
model. R2-Square Value: 0.9982 RSS: 4053558.081 MSE: 0.363 EMSE: 0.602 A quick check on the error term distribution also seems to be OK. Error term distribution for SVR model with rbf kernel (Author Image) ii. SVR() using linear kernel And here is the model metrics when we used the linear kernel: