Cross-classification matrix AGN Cluster Galaxy Star WDwarf XRB+CV AGN 0 37 646 18 0 7 Cluster 16 115 52 3 0 2 Galaxy 85 104 572 156 1 27 Star 60 5 63 4543 0 4 WDwarf 1 0 27 35 11 1 XRB+CV 0 9 42 39 2 82 Affinity matrix AGN Cluster Galaxy Star WDwarf XRB+CV AGN 0.0000 0.1370 0.4608 0.0038 0.0000 0.0569 Cluster 0.0988 0.4259 0.0371 0.0006 0.0000 0.0163 Galaxy 0.5247 0.3852 0.4080 0.0325 0.0714 0.2195 Star 0.3704 0.0185 0.0449 0.9476 0.0000 0.0325 WDwarf 0.0062 0.0000 0.0193 0.0073 0.7857 0.0081 XRB+CV 0.0000 0.0333 0.0300 0.0081 0.1429 0.6667 Preference matrix AGN Cluster Galaxy Star WDwarf XRB+CV AGN 0.0000 0.0523 0.9124 0.0254 0.0000 0.0099 Cluster 0.0851 0.6117 0.2766 0.0160 0.0000 0.0106 Galaxy 0.0899 0.1101 0.6053 0.1651 0.0011 0.0286 Star 0.0128 0.0011 0.0135 0.9718 0.0000 0.0009 WDwarf 0.0133 0.0000 0.3600 0.4667 0.1467 0.0133 XRB+CV 0.0000 0.0517 0.2414 0.2241 0.0115 0.4713