I found it confusing that the parallel plot only shows the changes in the numeric features. In some cases, also categorical features need to be changed in order to receive a desired prediction. Since these are omitted in the plot, the user does not know about them (only when the person has a look at the very lengthy table of the counterfactuals).
I found it confusing that the parallel plot only shows the changes in the numeric features. In some cases, also categorical features need to be changed in order to receive a desired prediction. Since these are omitted in the plot, the user does not know about them (only when the person has a look at the very lengthy table of the counterfactuals).