Using decision boundary display to plot the relationship between any 2 features if model is fitted to more than 2 features

[ETTAN93]

Describe the workflow you want to enable

Currently, it seems like it is not possible to pass in a model that has been fitted to more than 2 features to the DecisionBoundaryDisplay.from_estimator method. Is it possible to allow that while only passing in the 2 features you are interested in looking at the relationship for?

Describe your proposed solution

Allowing users to use decision boundary display to plot the relationship between any 2 features in a model that is fitted for more than 2 features.

Describe alternatives you've considered, if relevant

No response

Additional context

No response

[glemaitre]

Is the 2D partial dependence not better suited for your analysis?