Plot in nb_ch02_01.ipynb has incorrect legend

In cell#8 of nb_ch02_01.ipynb for the plot visualize the data in a 2D feature space : 
the legend sequence should be : ("real","faked") since "real" banknotes are indicated by "triangles" and "faked" by "circles".

Or need to swap the symbols in plot.