Fillet Issue

I'm new to Solidworks and I'm having a hard time putting a fillet around the edges of this particular part. Depending on where I click, I can get a radius on the edge, but the fillet won't go all the way around. I'd appreciate any insight I could get.

SolidworksParts And Features