Top: completeness (green squares) and contamination (red triangles) for sources of different magnitudes classified with the kNN technique. One hundred separate trials were averaged to produce this plot. The filled symbols and solid lines show the results using the 2d prior. The open symbols and dashed lines show the results using the simple prior only. Bottom: standard deviations of completeness and contamination at each point.