Cross-classification matrix AGN Cluster Galaxy Star WDwarf XRB+CV AGN+QSO 1343 142 2355 159 0 9 Cluster 187 69 1165 73 0 3 Galaxy 60 23 681 400 0 7 Star 146 85 1370 3652 3 10 WDwarf 3 4 25 9 92 2 XRB+CV 79 9 169 62 12 102 Affinity matrix AGN Cluster Galaxy Star WDwarf XRB+CV AGN+QSO 0.7387 0.4277 0.4085 0.0365 0.0000 0.0677 Cluster 0.1029 0.2078 0.2021 0.0168 0.0000 0.0226 Galaxy 0.0330 0.0693 0.1181 0.0918 0.0000 0.0526 Star 0.0803 0.2560 0.2376 0.8386 0.0280 0.0752 WDwarf 0.0017 0.0120 0.0043 0.0021 0.8598 0.0150 XRB+CV 0.0435 0.0271 0.0293 0.0142 0.1121 0.7669 Preference matrix AGN Cluster Galaxy Star WDwarf XRB+CV AGN+QSO 0.3351 0.0354 0.5876 0.0397 0.0000 0.0022 Cluster 0.1249 0.0461 0.7782 0.0488 0.0000 0.0020 Galaxy 0.0512 0.0196 0.5816 0.3416 0.0000 0.0060 Star 0.0277 0.0161 0.2602 0.6935 0.0006 0.0019 WDwarf 0.0222 0.0296 0.1852 0.0667 0.6815 0.0148 XRB+CV 0.1824 0.0208 0.3903 0.1432 0.0277 0.2356