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2071 1006 2181 1086 n86 1823 1006 1933 1086 n87 2056 1006 2166 1086 n88 2178 1006 2288 1086 n89 2300 1006 2410 1086 n90 2422 1006 2532 1086 n91 2544 1006 2654 1086 n92 2666 1006 2776 1086 n93 1378 1751 1488 1831 n94 2910 1006 3020 1086 n95 3032 1006 3142 1086 n96 3154 1006 3264 1086 n97 3276 1006 3386 1086 n98 3398 1006 3508 1086 n99 3520 1006 3630 1086 n100 2777 1006 2887 1086 n101 3764 1006 3874 1086 n102 3886 1006 3996 1086 n103 4008 1006 4118 1086 n104 4130 1006 4240 1086 n105 4252 1006 4362 1086 n106 134 1406 244 1486 n107 256 1406 366 1486 n108 3208 1750 3318 1830 n109 3740 1006 3850 1086 n110 622 1406 732 1486 n111 744 1406 854 1486 n112 866 1406 976 1486 n113 988 1406 1098 1486 n114 1110 1406 1220 1486 n115 2857 1900 2967 1980 n116 1354 1406 1464 1486 n117 1476 1406 1586 1486 n118 1598 1406 1708 1486 n119 1720 1406 1830 1486 n120 1842 1406 1952 1486 n121 1964 1406 2074 1486 n122 2086 1406 2196 1486 n123 2208 1406 2318 1486 n124 2330 1406 2440 1486 n125 2452 1406 2562 1486 n126 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n2122 1929 3816 2039 3896 n2123 2051 3816 2161 3896 n2124 2132 3816 2242 3896 n2125 2257 3816 2367 3896 n2126 2417 3816 2527 3896 n522 2539 3816 2649 3896 n523 2661 3816 2771 3896 n535 2783 3816 2893 3896 n536 2905 3816 3015 3896 n538 3027 3816 3137 3896 n539 3149 3816 3259 3896 n541 3271 3816 3381 3896 n542 3393 3816 3503 3896 n544 3515 3816 3625 3896 n545 3637 3816 3747 3896 n547 3759 3816 3869 3896 n548 3881 3816 3991 3896 n549 4003 3816 4113 3896 n551 4125 3816 4235 3896 n552 4247 3816 4357 3896 n553 4369 3816 4479 3896 n555 4491 3816 4601 3896 n556 4613 3816 4723 3896 n558 4735 3816 4845 3896 n559 4857 3816 4967 3896 n561 4979 3816 5089 3896 n562 5101 3816 5211 3896 n566 5223 3816 5333 3896 n567 5345 3816 5455 3896 n568 5467 3816 5577 3896 n571 5589 3816 5699 3896 n572 5711 3816 5821 3896 n573 5833 3816 5943 3896 n576 5955 3816 6065 3896 n577 516 3916 626 3996 n578 638 3916 748 3996 n581 760 3916 870 3996 n582 882 3916 992 3996 n583 1004 3916 1114 3996 n586 1126 3916 1236 3996 n587 1248 3916 1358 3996 n588 1370 3916 1480 3996 n591 1492 3916 1602 3996 n592 1614 3916 1724 3996 n593 1736 3916 1846 3996 n596 1858 3916 1968 3996 n597 1980 3916 2090 3996 n599 2102 3916 2212 3996 n600 2224 3916 2334 3996 n602 2346 3916 2456 3996 n603 2468 3916 2578 3996 n605 2590 3916 2700 3996 n606 2712 3916 2822 3996 n611 2834 3916 2944 3996 n612 2956 3916 3066 3996 n617 3078 3916 3188 3996 n618 3200 3916 3310 3996 n630 3322 3916 3432 3996 n631 3444 3916 3554 3996 n680 3566 3916 3676 3996 n681 4783 1949 4893 2029 n683 3688 3916 3798 3996 n684 3810 3916 3920 3996 n685 4334 479 4444 559 n689 3932 3916 4042 3996 n690 4054 3916 4164 3996 n719 4176 3916 4286 3996 n720 4298 3916 4408 3996 n723 4420 3916 4530 3996 n724 4542 3916 4652 3996 n725 4664 3916 4774 3996 n727 4786 3916 4896 3996 n728 4908 3916 5018 3996 n729 5030 3916 5140 3996 n754 5152 3916 5262 3996 n755 5274 3916 5384 3996 n758 5396 3916 5506 3996 n759 5518 3916 5628 3996 n761 5640 3916 5750 3996 n762 5762 3916 5872 3996 n764 5884 3916 5994 3996 n765 6067 3906 6177 3986 n770 628 4066 738 4146 n771 750 4066 860 4146 n772 872 4066 982 4146 n773 994 4066 1104 4146 n775 1116 4066 1226 4146 n776 1238 4066 1348 4146 n777 1934 368 2044 448 n774 1650 1928 1760 2008 n778 226 457 336 537 n780 1360 4066 1470 4146 n781 1482 4066 1592 4146 n783 1604 4066 1714 4146 n784 1726 4066 1836 4146 n785 1848 4066 1958 4146 n786 1970 4066 2080 4146 n788 2092 4066 2202 4146 n789 2214 4066 2324 4146 n791 2336 4066 2446 4146 n792 2458 4066 2568 4146 n793 2580 4066 2690 4146 n795 2702 4066 2812 4146 n796 2824 4066 2934 4146 n797 2946 4066 3056 4146 n798 3068 4066 3178 4146 n800 3190 4066 3300 4146 n801 3312 4066 3422 4146 n802 3434 4066 3544 4146 n803 3556 4066 3666 4146 n799 1772 1928 1882 2008 n804 1894 1928 2004 2008 n807 3678 4066 3788 4146 n808 3800 4066 3910 4146 n809 3922 4066 4032 4146 n810 4044 4066 4154 4146 n812 4166 4066 4276 4146 n813 4288 4066 4398 4146 n814 2056 368 2166 448 n811 2016 1928 2126 2008 n815 348 457 458 537 n818 4410 4066 4520 4146 n819 4532 4066 4642 4146 n820 4654 4066 4764 4146 n821 4776 4066 4886 4146 n823 4898 4066 5008 4146 n824 5020 4066 5130 4146 n826 5142 4066 5252 4146 n827 5264 4066 5374 4146 n828 5386 4066 5496 4146 n830 5508 4066 5618 4146 n831 5630 4066 5740 4146 n832 5752 4066 5862 4146 n833 5874 4066 5984 4146 n835 5996 4066 6106 4146 n836 572 2061 682 2141 n837 694 2061 804 2141 n838 816 2061 926 2141 n834 2138 1928 2248 2008 n839 2260 1928 2370 2008 n841 938 2061 1048 2141 n842 1060 2061 1170 2141 n845 1182 2061 1292 2141 n846 1304 2061 1414 2141 n849 1426 2061 1536 2141 n850 1548 2061 1658 2141 n852 1670 2061 1780 2141 n853 1792 2061 1902 2141 n856 1914 2061 2024 2141 n857 2036 2061 2146 2141 n858 2158 2061 2268 2141 n866 2280 2061 2390 2141 n867 2402 2061 2512 2141 n870 2524 2061 2634 2141 n871 2646 2061 2756 2141 n874 2768 2061 2878 2141 n875 2890 2061 3000 2141 n876 3012 2061 3122 2141 n878 3134 2061 3244 2141 n879 3256 2061 3366 2141 n882 3378 2061 3488 2141 n883 3500 2061 3610 2141 n887 3622 2061 3732 2141 n888 3744 2061 3854 2141 n890 3866 2061 3976 2141 n891 3988 2061 4098 2141 n893 4110 2061 4220 2141 n894 4232 2061 4342 2141 n896 4354 2061 4464 2141 n897 4476 2061 4586 2141 n908 4598 2061 4708 2141 n909 4720 2061 4830 2141 n910 4842 2061 4952 2141 n916 4964 2061 5074 2141 n917 5086 2061 5196 2141 n919 5208 2061 5318 2141 n920 5330 2061 5440 2141 n924 5452 2061 5562 2141 n925 5574 2061 5684 2141 n929 5696 2061 5806 2141 n930 5818 2061 5928 2141 n932 5940 2061 6050 2141 n933 542 2191 652 2271 n936 664 2191 774 2271 n937 786 2191 896 2271 n938 908 2191 1018 2271 n940 1030 2191 1140 2271 n941 1152 2191 1262 2271 n947 1274 2191 1384 2271 n948 1396 2191 1506 2271 n950 1518 2191 1628 2271 n951 1640 2191 1750 2271 n953 1762 2191 1872 2271 n954 1884 2191 1994 2271 n955 2006 2191 2116 2271 n956 2128 2191 2238 2271 n958 2250 2191 2360 2271 n959 2372 2191 2482 2271 n960 2494 2191 2604 2271 n961 2616 2191 2726 2271 n963 2738 2191 2848 2271 n964 2860 2191 2970 2271 n965 2982 2191 3092 2271 n968 3104 2191 3214 2271 n969 3226 2191 3336 2271 n971 3348 2191 3458 2271 n972 3470 2191 3580 2271 n974 3592 2191 3702 2271 n975 3714 2191 3824 2271 n976 3836 2191 3946 2271 n977 3958 2191 4068 2271 n979 4080 2191 4190 2271 n980 4202 2191 4312 2271 n978 2382 1928 2492 2008 n981 2504 1928 2614 2008 n983 4324 2191 4434 2271 n984 4446 2191 4556 2271 n985 4568 2191 4678 2271 n986 4690 2191 4800 2271 n988 2178 368 2288 448 n987 2626 1928 2736 2008 n989 1496 965 1606 1045 n991 4812 2191 4922 2271 n992 4934 2191 5044 2271 n993 5056 2191 5166 2271 n994 5178 2191 5288 2271 n996 2300 368 2410 448 n995 2748 1928 2858 2008 n997 1638 972 1748 1052 n1000 5300 2191 5410 2271 n1001 5422 2191 5532 2271 n1017 5544 2191 5654 2271 n1018 5666 2191 5776 2271 n1019 5788 2191 5898 2271 n1020 5910 2191 6020 2271 n1022 4102 1273 4212 1353 n1021 2870 1928 2980 2008 n1023 2883 935 2993 1015 n1025 552 2311 662 2391 n1026 674 2311 784 2391 n1027 796 2311 906 2391 n1029 918 2311 1028 2391 n1030 1040 2311 1150 2391 n1031 1162 2311 1272 2391 n1032 1284 2311 1394 2391 n1034 2422 368 2532 448 n1033 2992 1928 3102 2008 n1035 4456 479 4566 559 n1037 1406 2311 1516 2391 n1038 1528 2311 1638 2391 n1039 1650 2311 1760 2391 n1059 1772 2311 1882 2391 n1060 1894 2311 2004 2391 n1062 2016 2311 2126 2391 n1063 2138 2311 2248 2391 n1066 2260 2311 2370 2391 n1067 2382 2311 2492 2391 n1070 2504 2311 2614 2391 n1071 2626 2311 2736 2391 n1076 2748 2311 2858 2391 n1077 2870 2311 2980 2391 n1079 2992 2311 3102 2391 n1080 3114 2311 3224 2391 n1082 3236 2311 3346 2391 n1083 3358 2311 3468 2391 n1085 3480 2311 3590 2391 n1086 3602 2311 3712 2391 n1088 3724 2311 3834 2391 n1089 3846 2311 3956 2391 n1092 3968 2311 4078 2391 n1093 4090 2311 4200 2391 n1096 4212 2311 4322 2391 n1097 4334 2311 4444 2391 n1099 4456 2311 4566 2391 n1100 4578 2311 4688 2391 n1101 4700 2311 4810 2391 n1102 4905 1949 5015 2029 n1195 4822 2311 4932 2391 n1196 4944 2311 5054 2391 n1200 5066 2311 5176 2391 n1201 5188 2311 5298 2391 n1214 5310 2311 5420 2391 n1215 5432 2311 5542 2391 n1218 5554 2311 5664 2391 n1219 5676 2311 5786 2391 n1221 5798 2311 5908 2391 n1222 5920 2311 6030 2391 n1235 5932 2331 6042 2411 n1236 564 2421 674 2501 n1256 686 2421 796 2501 n1257 808 2421 918 2501 n1259 930 2421 1040 2501 n1260 1052 2421 1162 2501 n1284 1174 2421 1284 2501 n1285 1296 2421 1406 2501 n1288 1418 2421 1528 2501 n1289 1540 2421 1650 2501 n1320 1662 2421 1772 2501 n1321 1784 2421 1894 2501 n1328 1906 2421 2016 2501 n1329 2028 2421 2138 2501 n1407 2150 2421 2260 2501 n1408 2272 2421 2382 2501 n1409 2394 2421 2504 2501 n1410 2516 2421 2626 2501 n1432 2638 2421 2748 2501 n1433 2760 2421 2870 2501 n1443 2882 2421 2992 2501 n1444 3004 2421 3114 2501 n1449 3126 2421 3236 2501 n1450 3248 2421 3358 2501 n1451 3370 2421 3480 2501 n1452 3492 2421 3602 2501 n1454 3614 2421 3724 2501 n1453 3114 1928 3224 2008 n1455 3236 1928 3346 2008 n1458 3736 2421 3846 2501 n1459 3858 2421 3968 2501 n1478 3980 2421 4090 2501 n1479 4102 2421 4212 2501 n1480 4224 2421 4334 2501 n1483 4346 2421 4456 2501 n1484 4468 2421 4578 2501 n1485 4590 2421 4700 2501 n1486 4712 2421 4822 2501 n1488 4834 2421 4944 2501 n1489 4956 2421 5066 2501 n1487 3358 1928 3468 2008 n1490 3480 1928 3590 2008 n1528 5078 2421 5188 2501 n1529 5200 2421 5310 2501 n1560 5322 2421 5432 2501 n1561 5444 2421 5554 2501 n1565 5566 2421 5676 2501 n1566 5688 2421 5798 2501 n1581 5810 2421 5920 2501 n1582 5932 2421 6042 2501 n1587 504 2551 614 2631 n1588 626 2551 736 2631 n1591 748 2551 858 2631 n1592 870 2551 980 2631 n1595 992 2551 1102 2631 n1596 1114 2551 1224 2631 n1624 1236 2551 1346 2631 n1625 1358 2551 1468 2631 n1627 1480 2551 1590 2631 n1628 1602 2551 1712 2631 n1631 1724 2551 1834 2631 n1632 1846 2551 1956 2631 n1633 1968 2551 2078 2631 n1635 2090 2551 2200 2631 n1636 2212 2551 2322 2631 n1647 2334 2551 2444 2631 n1648 2456 2551 2566 2631 n1651 2578 2551 2688 2631 n1652 2700 2551 2810 2631 n1653 2822 2551 2932 2631 n1657 2944 2551 3054 2631 n1658 3066 2551 3176 2631 n1659 3188 2551 3298 2631 n1711 3310 2551 3420 2631 n1712 3432 2551 3542 2631 n1715 3554 2551 3664 2631 n1716 3676 2551 3786 2631 n1722 3798 2551 3908 2631 n1723 3920 2551 4030 2631 n1724 4042 2551 4152 2631 n1725 4164 2551 4274 2631 n1730 4286 2551 4396 2631 n1731 4408 2551 4518 2631 n1733 4530 2551 4640 2631 n1734 4652 2551 4762 2631 n1736 4774 2551 4884 2631 n1737 4896 2551 5006 2631 n1741 5018 2551 5128 2631 n1742 5140 2551 5250 2631 n1744 5262 2551 5372 2631 n1745 5384 2551 5494 2631 n1748 5506 2551 5616 2631 n1749 5628 2551 5738 2631 n1750 5750 2551 5860 2631 n1751 5872 2551 5982 2631 n1757 514 2711 624 2791 n1758 636 2711 746 2791 n1759 758 2711 868 2791 n490 880 2711 990 2791 n491 1002 2711 1112 2791 n492 1124 2711 1234 2791 n1797 1246 2711 1356 2791 n1798 1368 2711 1478 2791 n1811 1490 2711 1600 2791 n1812 1612 2711 1722 2791 n1813 1734 2711 1844 2791 n1823 1856 2711 1966 2791 n1824 1978 2711 2088 2791 n1825 2100 2711 2210 2791 n1829 2222 2711 2332 2791 n1830 2344 2711 2454 2791 n1831 2466 2711 2576 2791 n1832 2588 2711 2698 2791 n1834 2710 2711 2820 2791 n1835 2832 2711 2942 2791 n1837 2954 2711 3064 2791 n1838 3076 2711 3186 2791 n1840 3198 2711 3308 2791 n1841 3320 2711 3430 2791 n1843 3442 2711 3552 2791 n1844 3564 2711 3674 2791 n1851 3686 2711 3796 2791 n1852 3808 2711 3918 2791 n1854 3930 2711 4040 2791 n1855 4052 2711 4162 2791 n1857 4174 2711 4284 2791 n1858 4296 2711 4406 2791 n1860 4418 2711 4528 2791 n1861 4540 2711 4650 2791 n1863 4662 2711 4772 2791 n1864 4784 2711 4894 2791 n1866 4906 2711 5016 2791 n1867 5028 2711 5138 2791 n1869 5150 2711 5260 2791 n1870 5272 2711 5382 2791 n1876 5394 2711 5504 2791 n1877 5516 2711 5626 2791 n1882 5638 2711 5748 2791 n1883 5760 2711 5870 2791 n1885 5882 2711 5992 2791 n1886 6004 2661 6114 2741 n1887 566 2881 676 2961 n1889 688 2881 798 2961 n1890 810 2881 920 2961 n1891 932 2881 1042 2961 n1893 1054 2881 1164 2961 n1894 1176 2881 1286 2961 n1895 1298 2881 1408 2961 n1897 1420 2881 1530 2961 n1898 1542 2881 1652 2961 n1900 1664 2881 1774 2961 n1901 1786 2881 1896 2961 n1903 1908 2881 2018 2961 n1904 2030 2881 2140 2961 n1905 2152 2881 2262 2961 n1907 2274 2881 2384 2961 n1908 2396 2881 2506 2961 n1909 2518 2881 2628 2961 n1911 2640 2881 2750 2961 n1912 2762 2881 2872 2961 n1913 2884 2881 2994 2961 n1915 3006 2881 3116 2961 n1916 3128 2881 3238 2961 n1918 3250 2881 3360 2961 n1919 3372 2881 3482 2961 n1921 3494 2881 3604 2961 n1922 3616 2881 3726 2961 n1923 3738 2881 3848 2961 n1925 3860 2881 3970 2961 n1926 3982 2881 4092 2961 n1927 4104 2881 4214 2961 n1929 4226 2881 4336 2961 n1930 4348 2881 4458 2961 n1931 4470 2881 4580 2961 n1933 4592 2881 4702 2961 n1934 4714 2881 4824 2961 n1936 4836 2881 4946 2961 n1937 4958 2881 5068 2961 n1939 5080 2881 5190 2961 n1940 5202 2881 5312 2961 n1941 5324 2881 5434 2961 n1943 5446 2881 5556 2961 n1944 5568 2881 5678 2961 n1945 5690 2881 5800 2961 n1947 5812 2881 5922 2961 n1948 5994 2821 6104 2901 n1949 556 3041 666 3121 n1951 678 3041 788 3121 n1952 800 3041 910 3121 n1954 922 3041 1032 3121 n1955 1044 3041 1154 3121 n1957 1166 3041 1276 3121 n1958 1288 3041 1398 3121 n1960 1410 3041 1520 3121 n1961 1532 3041 1642 3121 n1963 1654 3041 1764 3121 n1964 1776 3041 1886 3121 n494 1898 3041 2008 3121 n495 2020 3041 2130 3121 n497 2142 3041 2252 3121 n498 2264 3041 2374 3121 n500 2386 3041 2496 3121 n501 2508 3041 2618 3121 n503 2630 3041 2740 3121 n504 2752 3041 2862 3121 n1968 2874 3041 2984 3121 n1969 2996 3041 3106 3121 n1970 3118 3041 3228 3121 n1971 4578 479 4688 559 n1975 3240 3041 3350 3121 n1976 3362 3041 3472 3121 n1977 2544 368 2654 448 n506 3484 3041 3594 3121 n507 3606 3041 3716 3121 n508 3728 3041 3838 3121 n509 3850 3041 3960 3121 n511 3972 3041 4082 3121 n510 3602 1928 3712 2008 n512 3724 1928 3834 2008 n514 4094 3041 4204 3121 n515 4216 3041 4326 3121 n516 4338 3041 4448 3121 n2076 4460 3041 4570 3121 n2077 4582 3041 4692 3121 n2078 4704 3041 4814 3121 n2079 4826 3041 4936 3121 n2081 4948 3041 5058 3121 n2082 5070 3041 5180 3121 n2083 5192 3041 5302 3121 n2084 5314 3041 5424 3121 n2087 5436 3041 5546 3121 n2088 5558 3041 5668 3121 n2086 5680 3041 5790 3121 n2080 3846 1928 3956 2008 n2085 3968 1928 4078 2008 n2089 4090 1928 4200 2008 n2119 5802 3041 5912 3121 n2120 5924 3041 6034 3121 This is an example diagnostic network donated to the community by one of the industrial GeNIe users, who preferred to remain anonymous.\nThis is one of the largest existing real diagnostic networks available and it was also used in the UAI-2006 and UAI-2008 inference speed competitions by the authors' permission.\nAll variable and state names have been obfuscated to protect the authors' IP.\nThe diagnostic role of each node has been preserved. 490 target (fault) nodes are colored blue, 1110 observations nodes are colored yellow, and 527 auxiliary nodes are colored white. 77 20 655 191 Here are the network's characteristics:\n\nNode count: 2127\nArc count: 3595\nAvg indegree: 1.69\nMax indegree: 4\nAvg outcomes: 2.053\nMax outcomes: 6\n\nThe network consists of 1596 Noisy-MAX nodes, 41 Noisy Adder nodes, and 490 parent-less chance nodes. The total number of independent numerical parameters is 12,866.\nThe diagnostic network consists of 490 target nodes, 1110 observation nodes, and 527 auxiliary nodes. 708 20 1675 248