Design Of Experiments, Response Surface, Spline, Box Behnken, Central Composite Design.
comparing to the polynomial model. There is nothing worse than overfitting and this is exactly what the plot to the left looks like. Spline model vs polynomial model Spline effects are a safer choice then polynomials if you have more than three levels and want to step outside the boundaries of the