Nonlinear Data, Nonlinear Regression, Polynomial Regression, Data Transformation, Multivariate Regression.
performance of each model, so will check r2 score. r2-score for various degree of polynomial regression (Author Image) So, we built polynomial equations up to degree 7 using sklearn pipeline method and found that degree 2 and above yielded 99.9% accuracy (as compared to ~ 94% by SLR). On the same