Probability distributions for the CPz sample for six different r magnitude bins are shown. The classification probability of each object is obtained using the “highest-probability” method (see Sect. 5.3). The left panel is for when just colours were used as attributes, and the right panel is for when both colour and HLR information were used as attributes. The objects are in classes according to their “highest-probability” final label.