Rat House Lake is a lake located in Aitkin County, Minnesota. It appears on the Balsam USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,275.79 feet (388.86 m) above sea level. The nearest populated place is Ball Bluff, approximately 6.4 miles to the NNW.