Alternative Definitions of Complexity for Practical Applications of Model Selection Criteria

Figure 1

(a) Data generated by a fifth-order polynomial. (b) Fit with a high frequency sinusoidal function. (c) Zoom of the plot in the centre to show the quality of the fit of the sinusoid.

(a)

(b)

(c)