Cross-classification matrix AGN Cluster Galaxy Star WDwarf XRB+CV AGN 0 16 328 12 0 6 Cluster 16 93 33 3 0 2 Galaxy 28 46 216 58 0 16 Star 14 0 48 2109 0 4 WDwarf 0 0 17 29 8 1 XRB+CV 0 7 28 21 2 67 Affinity matrix AGN Cluster Galaxy Star WDwarf XRB+CV AGN 0.0000 0.0988 0.4896 0.0054 0.0000 0.0625 Cluster 0.2759 0.5741 0.0493 0.0013 0.0000 0.0208 Galaxy 0.4828 0.2840 0.3224 0.0260 0.0000 0.1667 Star 0.2414 0.0000 0.0716 0.9449 0.0000 0.0417 WDwarf 0.0000 0.0000 0.0254 0.0130 0.8000 0.0104 XRB+CV 0.0000 0.0432 0.0418 0.0094 0.2000 0.6979 Preference matrix AGN Cluster Galaxy Star WDwarf XRB+CV AGN 0.0000 0.0442 0.9061 0.0331 0.0000 0.0166 Cluster 0.1088 0.6327 0.2245 0.0204 0.0000 0.0136 Galaxy 0.0769 0.1264 0.5934 0.1593 0.0000 0.0440 Star 0.0064 0.0000 0.0221 0.9697 0.0000 0.0018 WDwarf 0.0000 0.0000 0.3091 0.5273 0.1455 0.0182 XRB+CV 0.0000 0.0560 0.2240 0.1680 0.0160 0.5360