Cross-classification matrix AGN Cluster Galaxy Star WDwarf XRB+CV AGN 152 0 77 497 0 0 Cluster 0 125 25 60 0 0 Galaxy 33 23 383 569 6 1 Star 21 1 76 4581 15 0 WDwarf 0 0 0 2 76 0 XRB+CV 1 0 7 115 13 56 Affinity matrix AGN Cluster Galaxy Star WDwarf XRB+CV AGN 0.7343 0.0000 0.1356 0.0853 0.0000 0.0000 Cluster 0.0000 0.8389 0.0440 0.0103 0.0000 0.0000 Galaxy 0.1594 0.1544 0.6743 0.0977 0.0545 0.0175 Star 0.1014 0.0067 0.1338 0.7866 0.1364 0.0000 WDwarf 0.0000 0.0000 0.0000 0.0003 0.6909 0.0000 XRB+CV 0.0048 0.0000 0.0123 0.0197 0.1182 0.9825 Preference matrix AGN Cluster Galaxy Star WDwarf XRB+CV AGN 0.2094 0.0000 0.1061 0.6846 0.0000 0.0000 Cluster 0.0000 0.5952 0.1190 0.2857 0.0000 0.0000 Galaxy 0.0325 0.0227 0.3773 0.5606 0.0059 0.0010 Star 0.0045 0.0002 0.0162 0.9759 0.0032 0.0000 WDwarf 0.0000 0.0000 0.0000 0.0256 0.9744 0.0000 XRB+CV 0.0052 0.0000 0.0365 0.5990 0.0677 0.2917