Nonlinear Data, Nonlinear Regression, Polynomial Regression, Data Transformation, Multivariate Regression.
distinct methods for modelling a nonlinear dataset: Polynomial Regression, Data Transformations, and a nonlinear regression model (SVR). We discovered that polynomial degrees of 2 and higher resulted in a 99.9% r2-score, whereas SVR with a rbf kernel resulted in a 99.82% r2-score. In general,