Machine Learning, Nonlinear Regression, Football Analytics, Python.
Regression: MSE: 6.59e+12 R2: 0.78 Nonlinear Regression: MSE: 2.03e+12 R2: 0.93 These metrics demonstrate that we’ve achieved a better model, the nonlinear regression model reduces the MSE and also improves the R2 score (which, remember, quantifies how well the model fits the data). Great! But How