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This allows plotting a subset of the variables once the variable's importance has been computed.
submodels
can be a list or range or array. So it is easy for the user to plot not only the most important variables but other combinations too. Values are sorted to avoid changing the order of importance which could result in potentially confusing results. Thussubmodels=[0, 1]
will plot the two most important variables andsubmodels=[1, 0]
will have the same effect.