I am trying to plot ALE plots using the IML package in R. I am looking to generate plots for over 70 attributes. The individual plots look fine when I use one feature within the Feature$new function. Is there a way to get clear plots when we pass a list of 70- 80 attributes?
This is what I tried :
plot(FeatureEffects$new(predictor, features=names(data),method = "ale"))
This seems to work for a list for a few variables, but the final plots are not clear when all 70 attributes are passed on. The function works fine when I check individual plots too. Is there a workaround for this in the iml package?
Thank you.
