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R - can I stop the rattle package from starting up X11 on Mac OS X 10.11 (El Capitan)

I am wondering if there is a way to load the rattle package in R without having to start up X11 - specifically on Mac OS X 10.11 (running R 3.2.3 / RStudio 0.99.486).

Right now, X11 starts up whenever I load the rattle package and destroys the battery on my laptop. Manually, shutting down X11 while RStudio is running crashes RStudio.

rattle needs XQuartz in order to run. It uses GTK to draw the windows which in turn uses X11/XQuartz.

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