The Generalization Complexity Measure for
Continuous Input Data
Figure 4
The model constructed for input dimensions and its application to estimate an adequate size neural network for three test benchmark functions. The continuous line represents the model estimated from a set of trigonometric functions of variable complexity and the blue dashed line indicates the size estimated by the model (using the -axis values), while the red dashed line is the best size obtained from exhaustive numerical simulations.
