Lake Creek is a stream located in Elmore County, Idaho. It appears on the House Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,214.98 feet (1,284.73 m) above sea level. The nearest populated place is Pine, approximately 6.4 miles to the NE.