So I think that makes around 125-130 unarmed people killed by police. [1] says that there were 1,134 people killed that year by police.
125/1134 = 11%
[1] https://www.theguardian.com/us-news/2015/dec/31/the-counted-...
Also that's still "only" 25% that are unarmed.