Nonlinear Data, Nonlinear Regression, Polynomial Regression, Data Transformation, Multivariate Regression.
this post, we started with a dataset that was not linearly dependent on the target variable. Before we could investigate alternative strategies for building a regression model on a non-linear dataset, we constructed a simple linear regression model with a r2-score of 94%. We then investigated three