Why was the Nobel Peace Prize never awarded to Mahatma Gandhi? Could there've been a more qualified candidate?

I was reading some articles and found it very surprising that a Nobel Peace Prize was never awarded to Mahatma Gandhi even though he was nominated five times. They even gave one out to Yer Arafat. Is the Nobel voting like the Oscars?