I've tried doing this in the past, but have wondered if it works as desired. There is some clever chicanery goes on with mixing to get colours. How do you know that you're using specific colours and that they're not being mixed from others?
Bring them as close as possible to the colors of your printed calibration target patches. Or simpler, every week/fortnight calibrate a matte media choice you never use. If you want to activate the GE head part too then print also a gloss media choice you never use. You can also stop the calibrations on the printer panel before the scanning of the patches start, in that case you can select a media choice you normally use, paper on the machine does not matter, your media choice matters for what inks are fired.
Met vriendelijke groet, Ernst
http://www.pigment-print.com/spectralplots/spectrumviz_1.htmMarch 2017 update, 750+ inkjet media white spectral plots