I think it's perfectly fair she kicks you out and marks you as not attending, just simply learn to turn off your phone before going into the class. It's fucking college man, stop acting like it's kindergarden, and stop complaining about it. You got fucked over, and now you know what to do next time: Turn it off before class.
When I went to college, we could get marked as absent simply if our teacher felt like it. You can go and report her for it, but well, as soon as your phone is brought into it, you will get a "Your own damn fault" right in your face. You've got a lesson, deal with it, get over it.