Nonlinear Data, Nonlinear Regression, Polynomial Regression, Data Transformation, Multivariate Regression.
using sklearn LinearRegression() model. I defined a function to calculate various metrics for the model. and when I called this function for my model, I got the below output. R2-Square Value: 0.94 RSS: 1211.696 MSE: 12.117 EMSE: 3.481 94% r2-score is not bad, but we will shortly see that this can