Datasets:
Add v4/evaluation/M1_summary.json
Browse files- v4/evaluation/M1_summary.json +2386 -0
v4/evaluation/M1_summary.json
ADDED
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@@ -0,0 +1,2386 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"liver": {
|
| 3 |
+
"gene": {
|
| 4 |
+
"elasticnet_lr": {
|
| 5 |
+
"auroc": 0.6718,
|
| 6 |
+
"std": 0.156,
|
| 7 |
+
"ci_lower": 0.4305,
|
| 8 |
+
"perm_p": 0.1778,
|
| 9 |
+
"n_folds": 6,
|
| 10 |
+
"cv": "LOMO",
|
| 11 |
+
"wall_time": 2337.5
|
| 12 |
+
},
|
| 13 |
+
"pca_lr": {
|
| 14 |
+
"auroc": 0.6827,
|
| 15 |
+
"std": 0.1925,
|
| 16 |
+
"ci_lower": 0.4581,
|
| 17 |
+
"perm_p": 0.2025,
|
| 18 |
+
"n_folds": 6,
|
| 19 |
+
"cv": "LOMO",
|
| 20 |
+
"wall_time": 46.6
|
| 21 |
+
},
|
| 22 |
+
"rf": {
|
| 23 |
+
"auroc": 0.5781,
|
| 24 |
+
"std": 0.2257,
|
| 25 |
+
"ci_lower": 0.3705,
|
| 26 |
+
"perm_p": 0.2892,
|
| 27 |
+
"n_folds": 6,
|
| 28 |
+
"cv": "LOMO",
|
| 29 |
+
"wall_time": 28.9
|
| 30 |
+
},
|
| 31 |
+
"xgb": {
|
| 32 |
+
"auroc": 0.6356,
|
| 33 |
+
"std": 0.2884,
|
| 34 |
+
"ci_lower": 0.4552,
|
| 35 |
+
"perm_p": 0.2065,
|
| 36 |
+
"n_folds": 6,
|
| 37 |
+
"cv": "LOMO",
|
| 38 |
+
"wall_time": 156.5
|
| 39 |
+
},
|
| 40 |
+
"svm_rbf": {
|
| 41 |
+
"auroc": 0.6856,
|
| 42 |
+
"std": 0.1744,
|
| 43 |
+
"ci_lower": 0.4493,
|
| 44 |
+
"perm_p": 0.1933,
|
| 45 |
+
"n_folds": 6,
|
| 46 |
+
"cv": "LOMO",
|
| 47 |
+
"wall_time": 38.3
|
| 48 |
+
},
|
| 49 |
+
"knn": {
|
| 50 |
+
"auroc": 0.6198,
|
| 51 |
+
"std": 0.1019,
|
| 52 |
+
"ci_lower": 0.3517,
|
| 53 |
+
"perm_p": 0.2126,
|
| 54 |
+
"n_folds": 6,
|
| 55 |
+
"cv": "LOMO",
|
| 56 |
+
"wall_time": 27.6
|
| 57 |
+
},
|
| 58 |
+
"mlp": {
|
| 59 |
+
"auroc": 0.6833,
|
| 60 |
+
"std": 0.1672,
|
| 61 |
+
"ci_lower": 0.4473,
|
| 62 |
+
"perm_p": 0.1658,
|
| 63 |
+
"n_folds": 6,
|
| 64 |
+
"cv": "LOMO",
|
| 65 |
+
"wall_time": 47.2
|
| 66 |
+
},
|
| 67 |
+
"tabnet": {
|
| 68 |
+
"auroc": 0.4216,
|
| 69 |
+
"std": 0.0992,
|
| 70 |
+
"ci_lower": 0.1671,
|
| 71 |
+
"perm_p": 0.6166,
|
| 72 |
+
"n_folds": 6,
|
| 73 |
+
"cv": "LOMO",
|
| 74 |
+
"wall_time": 107.1
|
| 75 |
+
}
|
| 76 |
+
},
|
| 77 |
+
"pathway_hallmark": {
|
| 78 |
+
"elasticnet_lr": {
|
| 79 |
+
"auroc": 0.6692,
|
| 80 |
+
"std": 0.1315,
|
| 81 |
+
"ci_lower": 0.4109,
|
| 82 |
+
"perm_p": 0.1652,
|
| 83 |
+
"n_folds": 6,
|
| 84 |
+
"cv": "LOMO",
|
| 85 |
+
"wall_time": 25.4
|
| 86 |
+
},
|
| 87 |
+
"pca_lr": {
|
| 88 |
+
"auroc": 0.6521,
|
| 89 |
+
"std": 0.1336,
|
| 90 |
+
"ci_lower": 0.394,
|
| 91 |
+
"perm_p": 0.1898,
|
| 92 |
+
"n_folds": 6,
|
| 93 |
+
"cv": "LOMO",
|
| 94 |
+
"wall_time": 22.3
|
| 95 |
+
},
|
| 96 |
+
"rf": {
|
| 97 |
+
"auroc": 0.4481,
|
| 98 |
+
"std": 0.1443,
|
| 99 |
+
"ci_lower": 0.2217,
|
| 100 |
+
"perm_p": 0.5177,
|
| 101 |
+
"n_folds": 6,
|
| 102 |
+
"cv": "LOMO",
|
| 103 |
+
"wall_time": 24.4
|
| 104 |
+
},
|
| 105 |
+
"xgb": {
|
| 106 |
+
"auroc": 0.4366,
|
| 107 |
+
"std": 0.2349,
|
| 108 |
+
"ci_lower": 0.2389,
|
| 109 |
+
"perm_p": 0.4525,
|
| 110 |
+
"n_folds": 6,
|
| 111 |
+
"cv": "LOMO",
|
| 112 |
+
"wall_time": 22.7
|
| 113 |
+
},
|
| 114 |
+
"svm_rbf": {
|
| 115 |
+
"auroc": 0.5766,
|
| 116 |
+
"std": 0.1653,
|
| 117 |
+
"ci_lower": 0.305,
|
| 118 |
+
"perm_p": 0.4192,
|
| 119 |
+
"n_folds": 6,
|
| 120 |
+
"cv": "LOMO",
|
| 121 |
+
"wall_time": 20.1
|
| 122 |
+
},
|
| 123 |
+
"knn": {
|
| 124 |
+
"auroc": 0.5743,
|
| 125 |
+
"std": 0.1449,
|
| 126 |
+
"ci_lower": 0.2821,
|
| 127 |
+
"perm_p": 0.4146,
|
| 128 |
+
"n_folds": 6,
|
| 129 |
+
"cv": "LOMO",
|
| 130 |
+
"wall_time": 19.9
|
| 131 |
+
},
|
| 132 |
+
"mlp": {
|
| 133 |
+
"auroc": 0.5023,
|
| 134 |
+
"std": 0.1016,
|
| 135 |
+
"ci_lower": 0.1981,
|
| 136 |
+
"perm_p": 0.5508,
|
| 137 |
+
"n_folds": 6,
|
| 138 |
+
"cv": "LOMO",
|
| 139 |
+
"wall_time": 20.2
|
| 140 |
+
},
|
| 141 |
+
"tabnet": {
|
| 142 |
+
"auroc": 0.4378,
|
| 143 |
+
"std": 0.1586,
|
| 144 |
+
"ci_lower": 0.1969,
|
| 145 |
+
"perm_p": 0.7101,
|
| 146 |
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| 1696 |
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| 1697 |
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| 1698 |
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| 1699 |
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| 1700 |
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| 1701 |
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| 1702 |
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| 1703 |
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| 1704 |
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| 1705 |
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| 1706 |
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| 1708 |
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| 1709 |
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| 1710 |
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| 1711 |
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| 1712 |
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| 1713 |
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| 1714 |
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| 1715 |
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| 1716 |
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| 1717 |
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| 1721 |
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| 1722 |
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| 1723 |
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| 1724 |
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| 1725 |
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| 1726 |
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| 1730 |
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| 1731 |
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| 1732 |
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| 1733 |
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| 1740 |
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| 1741 |
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| 1742 |
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| 1748 |
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| 1749 |
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| 1750 |
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| 1751 |
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| 1758 |
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| 1759 |
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| 1760 |
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| 1768 |
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| 1769 |
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| 1770 |
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| 1772 |
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| 1777 |
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| 1778 |
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| 1780 |
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| 1781 |
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| 1784 |
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| 1785 |
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| 1786 |
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| 1787 |
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| 1788 |
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| 1789 |
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| 1790 |
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| 1791 |
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| 1792 |
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| 1795 |
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| 1796 |
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| 1797 |
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| 1798 |
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| 1799 |
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| 1800 |
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| 1801 |
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| 1806 |
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| 1807 |
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| 1808 |
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| 1809 |
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| 1815 |
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| 1816 |
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| 1817 |
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| 1818 |
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| 1819 |
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| 1820 |
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| 1821 |
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| 1822 |
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| 1824 |
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| 1825 |
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| 1826 |
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| 1827 |
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| 1828 |
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| 1829 |
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| 1830 |
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| 1831 |
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| 1832 |
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| 1833 |
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| 1834 |
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| 1835 |
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| 1836 |
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| 1837 |
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| 1839 |
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| 1840 |
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| 1841 |
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| 1842 |
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| 1843 |
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| 1844 |
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| 1845 |
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| 1846 |
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| 1847 |
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| 1848 |
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| 1849 |
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| 1850 |
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| 1851 |
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| 1852 |
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| 1853 |
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| 1854 |
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| 1855 |
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| 1857 |
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| 1858 |
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| 1859 |
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| 1860 |
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| 1861 |
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| 1862 |
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| 1863 |
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| 1864 |
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| 1865 |
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| 1866 |
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| 1867 |
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| 1868 |
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| 1869 |
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| 1870 |
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| 1871 |
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| 1872 |
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| 1873 |
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| 1874 |
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| 1875 |
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| 1876 |
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| 1877 |
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| 1878 |
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| 1879 |
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| 1880 |
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| 1881 |
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| 1882 |
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| 1883 |
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| 1884 |
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| 1885 |
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| 1886 |
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| 1887 |
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| 1888 |
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| 1889 |
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| 1890 |
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| 1891 |
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|
| 1892 |
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|
| 1893 |
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| 1894 |
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| 1895 |
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| 1896 |
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| 1897 |
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| 1898 |
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|
| 1899 |
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|
| 1900 |
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| 1901 |
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| 1902 |
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| 1903 |
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| 1904 |
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| 1905 |
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| 1906 |
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| 1907 |
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| 1908 |
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|
| 1909 |
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|
| 1910 |
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| 1911 |
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| 1912 |
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| 1913 |
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| 1914 |
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| 1915 |
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| 1916 |
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| 1917 |
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|
| 1918 |
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| 1919 |
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|
| 1920 |
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| 1921 |
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| 1922 |
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| 1923 |
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|
| 1924 |
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|
| 1925 |
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|
| 1926 |
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|
| 1927 |
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|
| 1928 |
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|
| 1929 |
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|
| 1930 |
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| 1931 |
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| 1932 |
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|
| 1933 |
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|
| 1934 |
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|
| 1935 |
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|
| 1936 |
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|
| 1937 |
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|
| 1938 |
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|
| 1939 |
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| 1940 |
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| 1941 |
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|
| 1942 |
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| 1943 |
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|
| 1944 |
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|
| 1945 |
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|
| 1946 |
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|
| 1947 |
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|
| 1948 |
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|
| 1949 |
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| 1950 |
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|
| 1951 |
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|
| 1952 |
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|
| 1953 |
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|
| 1954 |
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|
| 1955 |
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|
| 1956 |
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|
| 1957 |
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|
| 1958 |
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| 1959 |
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|
| 1960 |
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|
| 1961 |
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|
| 1962 |
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|
| 1963 |
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|
| 1964 |
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|
| 1965 |
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|
| 1966 |
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|
| 1967 |
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|
| 1968 |
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|
| 1969 |
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|
| 1970 |
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|
| 1971 |
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|
| 1972 |
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|
| 1973 |
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|
| 1974 |
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|
| 1975 |
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|
| 1976 |
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| 1977 |
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|
| 1978 |
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|
| 1979 |
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|
| 1980 |
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|
| 1981 |
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|
| 1982 |
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|
| 1983 |
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|
| 1984 |
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|
| 1985 |
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|
| 1986 |
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|
| 1987 |
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|
| 1988 |
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|
| 1989 |
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|
| 1990 |
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|
| 1991 |
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|
| 1992 |
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|
| 1993 |
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},
|
| 1994 |
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| 1995 |
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|
| 1996 |
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|
| 1997 |
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|
| 1998 |
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|
| 1999 |
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|
| 2000 |
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|
| 2001 |
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|
| 2002 |
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|
| 2003 |
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|
| 2004 |
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|
| 2005 |
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|
| 2006 |
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|
| 2007 |
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|
| 2008 |
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|
| 2009 |
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|
| 2010 |
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|
| 2011 |
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}
|
| 2012 |
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},
|
| 2013 |
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|
| 2014 |
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| 2015 |
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|
| 2016 |
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|
| 2017 |
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|
| 2018 |
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|
| 2019 |
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|
| 2020 |
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|
| 2021 |
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|
| 2022 |
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|
| 2023 |
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| 2024 |
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|
| 2025 |
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|
| 2026 |
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|
| 2027 |
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|
| 2028 |
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|
| 2029 |
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|
| 2030 |
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|
| 2031 |
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|
| 2032 |
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| 2033 |
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|
| 2034 |
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| 2035 |
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|
| 2036 |
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|
| 2037 |
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|
| 2038 |
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|
| 2039 |
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|
| 2040 |
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|
| 2041 |
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| 2042 |
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|
| 2043 |
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|
| 2044 |
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|
| 2045 |
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|
| 2046 |
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|
| 2047 |
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|
| 2048 |
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|
| 2049 |
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|
| 2050 |
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| 2051 |
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|
| 2052 |
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| 2053 |
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|
| 2054 |
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|
| 2055 |
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|
| 2056 |
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|
| 2057 |
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|
| 2058 |
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|
| 2059 |
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| 2060 |
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| 2061 |
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|
| 2062 |
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| 2063 |
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|
| 2064 |
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|
| 2065 |
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|
| 2066 |
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| 2067 |
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|
| 2068 |
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| 2069 |
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| 2070 |
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| 2071 |
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| 2072 |
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| 2073 |
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| 2074 |
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|
| 2075 |
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| 2076 |
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|
| 2077 |
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| 2078 |
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