Under and Overfitting example picture does not match code results

[clementinodemendonca]

In article Underfitting vs. Overfitting, the current picture is different from version 1.8, and does not match the picture generated when the corresponding notebook is run.

The current picture does not convey the proper idea about overfitting, making it an attractive option.