FIGURE 10.

Test Case 1: overall L ² relative prediction errors for different values of σ _online obtained by employing the original model (left) and the learned models (center), by setting σ _offline = σ _online (we use the same conventions of Figure 9(B)). Finally, we show a comparison of the arithmetic and the geometric means of the prediction errors, for the original and the learned models (right)