The Generalization Complexity Measure for Continuous Input Data

Figure 3

Approximation of two Walsh functions (𝑊₁(𝑥) and 𝑊₂(𝑥)) using hyperbolic tangent functions combined with constant ones (𝐺₁(𝑥) and 𝐺₂(𝑥)).

(a)

(b)