mirror of
https://github.com/Doctorado-ML/Stree_datasets.git
synced 2025-08-18 17:06:02 +00:00
Commit Inicial
This commit is contained in:
2
data/tanveer/lymphography/conxuntos.dat
Executable file
2
data/tanveer/lymphography/conxuntos.dat
Executable file
@@ -0,0 +1,2 @@
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78 129 43 18 81 59 134 110 123 17 120 122 35 47 63 49 42 103 104 106 28 12 91 138 75 102 19 112 101 127 98 142 34 72 93 53 16 108 57 70 23 26 41 62 73 131 21 116 125 60 94 0 2 115 31 107 69 40 65 37 3 119 82 100 114 80 83 132 27 25 74 51 44 139
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136 32 117 85 1 130 124 87 135 11 97 77 67 48 99 4 33 22 96 86 146 10 109 7 92 140 121 52 15 61 5 54 126 50 144 133 76 89 64 6 46 147 88 137 30 8 45 143 58 68 9 24 84 141 55 90 39 95 56 113 66 20 111 71 105 38 145 128 118 13 29 79 36 14
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8
data/tanveer/lymphography/conxuntos_kfold.dat
Executable file
8
data/tanveer/lymphography/conxuntos_kfold.dat
Executable file
@@ -0,0 +1,8 @@
|
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78 136 122 48 28 17 127 32 42 52 75 144 81 129 76 87 99 91 124 146 59 106 61 4 23 6 93 104 134 50 33 96 72 133 140 63 46 35 120 5 89 102 135 98 1 49 92 110 11 142 101 77 64 67 15 57 130 47 103 112 16 138 94 71 118 3 27 45 40 0 145 39 26 84 119 55 56 73 131 105 82 74 128 68 90 88 141 95 21 51 13 116 113 69 100 58 8 107 125 24 83 2 137 80 132 9 114 143 44 36 14
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43 121 86 123 126 22 12 147 54 10 109 34 108 18 53 19 97 70 85 7 117 79 60 25 30 20 38 31 66 111 115 37 41 29 65 62 139
|
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136 78 126 5 86 140 48 104 134 18 85 46 123 112 49 33 32 121 54 99 110 81 101 1 63 135 12 16 129 146 117 70 53 35 76 103 106 34 130 23 52 102 144 22 59 50 97 91 11 28 61 108 98 122 138 93 89 87 15 43 120 67 79 2 71 69 119 56 30 100 51 3 62 0 128 29 38 24 95 111 145 74 68 94 137 90 25 41 31 45 114 107 9 58 115 73 27 55 13 141 118 131 132 84 8 26 105 37 36 44 14
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72 133 6 7 92 124 142 109 19 75 42 4 57 77 10 64 17 47 127 96 147 60 40 82 66 116 65 21 125 20 83 143 88 39 113 80 139
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78 136 122 109 77 110 72 4 85 97 43 54 11 142 35 47 49 10 18 59 42 52 28 33 101 50 16 53 67 12 6 57 133 112 64 87 138 91 22 144 89 75 48 134 106 15 120 98 127 126 129 135 23 108 32 123 7 146 92 46 19 81 55 29 71 66 114 41 84 107 3 26 0 125 115 60 25 2 65 37 51 113 88 116 38 100 74 73 119 118 90 40 9 128 105 79 27 111 24 94 31 83 21 13 137 30 132 62 139 44 14
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86 76 99 103 124 34 130 104 61 102 121 63 17 140 93 70 96 5 1 117 147 131 145 20 141 68 39 58 143 45 95 82 56 69 80 8 36
|
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136 78 22 48 6 28 11 99 97 110 5 75 93 135 32 16 87 112 43 108 42 18 64 34 23 133 103 47 57 140 134 109 61 146 85 117 17 122 10 33 126 124 54 52 19 81 120 101 50 67 72 7 96 138 53 147 98 106 35 127 86 49 137 9 25 116 29 13 80 24 113 131 132 79 125 40 88 141 84 41 26 8 39 27 145 0 66 60 2 114 3 83 74 128 30 115 62 55 105 111 118 38 37 100 51 82 58 71 44 36 14
|
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121 70 4 142 102 91 59 92 12 77 129 104 130 89 144 76 1 123 46 15 63 119 107 45 69 65 20 73 56 31 95 68 94 90 21 143 139
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||||
22
data/tanveer/lymphography/le_datos.m
Executable file
22
data/tanveer/lymphography/le_datos.m
Executable file
@@ -0,0 +1,22 @@
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printf('lendo problema %s ...\n', problema);
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n_entradas= 18; n_clases= 4; n_fich= 1; fich{1}= 'lymphography.data'; n_patrons(1)= 148;
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n_max= max(n_patrons);
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x = zeros(n_fich, n_max, n_entradas); cl= zeros(n_fich, n_max);
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n_patrons_total = sum(n_patrons); n_iter=0;
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for i_fich=1:n_fich
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f=fopen(fich{i_fich}, 'r');
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if -1==f
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error('erro en fopen abrindo %s\n', fich{i_fich});
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end
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for i=1:n_patrons(i_fich)
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fprintf(2,'%5.1f%%\r', 100*n_iter++/n_patrons_total);
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cl(i_fich,i) = fscanf(f,'%i',1) - 1; % lectura de clase
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for j = 1:n_entradas
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x(i_fich,i,j) = fscanf(f,'%i',1);
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end
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end
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fclose(f);
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end
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169
data/tanveer/lymphography/lymphography.arff
Executable file
169
data/tanveer/lymphography/lymphography.arff
Executable file
@@ -0,0 +1,169 @@
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@relation lymphography
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@attribute 'f1' real
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@attribute 'f2' real
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@attribute 'f3' real
|
||||
@attribute 'f4' real
|
||||
@attribute 'f5' real
|
||||
@attribute 'f6' real
|
||||
@attribute 'f7' real
|
||||
@attribute 'f8' real
|
||||
@attribute 'f9' real
|
||||
@attribute 'f10' real
|
||||
@attribute 'f11' real
|
||||
@attribute 'f12' real
|
||||
@attribute 'f13' real
|
||||
@attribute 'f14' real
|
||||
@attribute 'f15' real
|
||||
@attribute 'f16' real
|
||||
@attribute 'f17' real
|
||||
@attribute 'f18' real
|
||||
@attribute 'clase' {0,1,2,3}
|
||||
@data
|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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0.314072,0.894114,2.15884,4.47289,1.75787,0.983238,-0.26828,0.648242,-0.193939,-0.565333,1.05811,0.0389078,0.257203,-0.560115,0.86076,0.711868,0.512998,2.30897,1
|
||||
-2.13238,-1.11087,-0.460081,-0.222058,-0.565028,0.983238,-0.26828,0.648242,-0.193939,-0.565333,-0.701447,-2.26443,-2.36804,-1.48119,-1.71282,-1.39526,-1.93615,-0.315666,0
|
||||
-0.909156,-1.11087,-0.460081,-0.222058,-0.565028,0.983238,-0.26828,0.648242,-0.193939,0.629943,1.05811,-1.11276,-1.05542,-0.560115,0.86076,0.711868,0.512998,1.78405,2
|
||||
-0.909156,0.894114,-0.460081,-0.222058,-0.565028,-1.01018,-0.26828,-1.53221,-0.193939,-0.565333,1.05811,0.0389078,0.257203,-1.02065,0.86076,-1.39526,0.512998,-0.840594,1
|
||||
0.314072,-1.11087,-0.460081,-0.222058,1.75787,0.983238,3.70226,-1.53221,6.1845,-1.76061,-2.46101,-1.11276,-2.36804,-0.0995761,0.86076,-1.39526,-1.93615,2.30897,3
|
||||
-0.909156,0.894114,-0.460081,-0.222058,-0.565028,-1.01018,-0.26828,-1.53221,-0.193939,-0.565333,1.05811,0.0389078,0.257203,-1.48119,-0.426033,0.711868,0.512998,-0.840594,1
|
||||
-0.909156,-1.11087,-0.460081,-0.222058,-0.565028,-1.01018,-0.26828,0.648242,-0.193939,-0.565333,-0.701447,1.19058,1.56982,1.28204,-0.426033,-1.39526,0.512998,-0.315666,2
|
||||
-0.909156,0.894114,-0.460081,-0.222058,-0.565028,0.983238,-0.26828,0.648242,-0.193939,-0.565333,1.05811,0.0389078,0.257203,-0.0995761,0.86076,0.711868,0.512998,-0.840594,1
|
||||
0.314072,0.894114,-0.460081,-0.222058,1.75787,0.983238,-0.26828,0.648242,-0.193939,-0.565333,-0.701447,1.19058,0.257203,-0.0995761,-0.426033,0.711868,0.512998,0.73419,2
|
||||
-0.909156,-1.11087,-0.460081,-0.222058,-0.565028,-1.01018,-0.26828,-1.53221,-0.193939,-1.76061,-2.46101,-2.26443,-2.36804,-1.02065,-1.71282,0.711868,0.512998,-0.840594,1
|
||||
-0.909156,0.894114,-0.460081,-0.222058,-0.565028,0.983238,-0.26828,0.648242,-0.193939,0.629943,1.05811,0.0389078,0.257203,1.28204,0.86076,0.711868,0.512998,0.73419,2
|
||||
-0.909156,-1.11087,-0.460081,-0.222058,-0.565028,-1.01018,-0.26828,0.648242,-0.193939,-0.565333,-0.701447,1.19058,-1.05542,-1.48119,-1.71282,0.711868,0.512998,-0.840594,1
|
||||
-0.909156,0.894114,2.15884,-0.222058,1.75787,0.983238,-0.26828,0.648242,-0.193939,0.629943,1.05811,1.19058,0.257203,-0.560115,0.86076,0.711868,0.512998,1.78405,1
|
||||
7
data/tanveer/lymphography/lymphography.cost
Executable file
7
data/tanveer/lymphography/lymphography.cost
Executable file
@@ -0,0 +1,7 @@
|
||||
% Rows Columns
|
||||
4 4
|
||||
% Matrix elements
|
||||
0.0 1.0 1.0 1.0
|
||||
1.0 0.0 1.0 1.0
|
||||
1.0 1.0 0.0 1.0
|
||||
1.0 1.0 1.0 0.0
|
||||
148
data/tanveer/lymphography/lymphography.data
Executable file
148
data/tanveer/lymphography/lymphography.data
Executable file
@@ -0,0 +1,148 @@
|
||||
3 4 2 1 1 1 1 1 2 1 2 2 2 4 8 1 1 2 2
|
||||
2 3 2 1 1 2 2 1 2 1 3 3 2 3 4 2 2 2 2
|
||||
3 3 2 2 2 2 2 2 2 1 4 3 3 4 8 3 2 2 7
|
||||
3 3 1 1 1 1 2 1 2 1 3 3 4 4 4 3 1 2 6
|
||||
2 3 1 1 1 1 1 1 1 1 2 2 4 3 5 1 2 2 1
|
||||
2 2 1 1 1 1 1 1 2 1 3 3 3 3 6 3 1 2 4
|
||||
2 2 2 1 1 1 1 1 2 1 2 3 2 3 8 2 1 1 1
|
||||
2 3 2 1 1 1 2 1 2 1 2 2 2 2 1 3 1 1 1
|
||||
3 2 2 1 1 1 1 1 2 1 3 2 2 2 8 3 1 2 5
|
||||
3 2 1 1 1 1 1 1 2 1 2 2 3 3 5 3 1 1 2
|
||||
2 2 2 2 1 2 2 1 2 1 3 2 4 3 5 1 2 2 3
|
||||
2 4 2 1 1 1 2 1 1 1 3 3 4 3 8 3 2 2 2
|
||||
2 4 2 1 1 1 1 1 2 1 2 2 2 2 3 2 1 1 1
|
||||
3 4 1 1 1 1 2 1 2 1 4 2 2 4 7 3 2 2 2
|
||||
4 3 2 2 2 2 2 2 2 3 1 1 2 2 8 1 2 2 4
|
||||
2 2 2 1 1 1 2 1 2 1 2 3 3 3 5 3 2 2 2
|
||||
2 3 2 1 1 1 2 1 2 1 2 3 3 3 2 2 2 2 3
|
||||
2 2 2 1 1 1 2 1 1 1 2 2 2 3 5 2 1 2 2
|
||||
2 3 1 1 1 1 1 1 2 1 2 2 2 3 2 1 2 2 1
|
||||
2 2 2 1 1 1 1 1 2 1 3 3 3 3 2 2 2 1 1
|
||||
3 3 1 1 1 1 1 1 2 1 2 2 4 2 4 3 2 2 3
|
||||
3 4 1 1 1 2 2 1 2 1 3 3 3 4 5 3 2 2 4
|
||||
2 4 2 1 1 2 2 1 2 1 4 3 4 3 4 2 2 2 2
|
||||
2 3 2 1 1 1 1 1 2 1 2 2 2 2 5 1 1 1 1
|
||||
3 3 1 1 1 1 1 1 2 2 1 2 2 2 8 3 1 2 8
|
||||
3 3 1 1 1 1 2 1 1 1 3 2 3 3 8 3 2 2 2
|
||||
3 4 1 1 1 1 2 1 2 1 3 3 4 2 4 3 2 2 4
|
||||
3 4 1 1 1 1 1 1 2 1 3 2 4 4 8 3 2 2 1
|
||||
2 4 2 1 1 1 1 1 2 1 2 2 2 3 3 2 2 2 1
|
||||
3 3 1 1 1 1 1 1 1 1 2 2 4 2 8 2 2 2 1
|
||||
3 4 2 1 1 1 2 1 2 1 4 3 3 3 7 3 2 2 3
|
||||
3 2 1 1 1 1 1 1 2 1 3 2 3 3 8 3 2 2 3
|
||||
2 2 1 1 1 1 1 1 1 1 2 3 2 2 8 1 2 1 1
|
||||
2 2 2 1 1 1 1 1 1 1 1 2 2 3 3 1 1 1 1
|
||||
2 4 2 1 1 2 2 1 2 1 3 3 4 3 4 3 2 2 2
|
||||
2 2 2 2 1 2 2 1 2 1 3 3 3 3 8 3 1 2 2
|
||||
4 3 1 1 1 2 2 2 1 3 1 1 4 2 5 3 1 2 4
|
||||
3 3 1 1 1 1 2 1 2 1 4 3 4 2 4 3 2 2 6
|
||||
3 2 1 1 1 1 1 1 2 1 3 3 2 3 4 3 2 2 2
|
||||
3 2 1 1 1 1 1 1 2 1 2 2 2 1 7 1 2 2 2
|
||||
3 2 1 1 1 1 2 1 2 1 2 2 3 3 3 3 1 2 1
|
||||
3 2 2 2 1 2 2 2 2 1 4 2 2 2 4 3 2 2 6
|
||||
2 3 2 2 1 1 2 1 1 1 3 2 3 3 4 3 1 2 2
|
||||
2 4 2 1 1 2 1 1 2 1 3 3 3 3 2 2 2 2 3
|
||||
4 3 2 2 2 2 2 2 1 2 2 2 4 2 4 3 2 2 7
|
||||
3 2 1 1 1 1 1 1 2 1 2 2 2 2 8 2 2 2 1
|
||||
2 3 2 2 1 2 1 1 2 1 2 2 3 3 8 3 1 2 1
|
||||
2 4 1 1 1 1 1 1 1 2 1 3 4 2 8 1 2 2 1
|
||||
2 3 2 2 1 1 2 1 1 1 2 3 3 3 5 2 1 2 2
|
||||
2 2 2 2 1 1 1 1 2 1 2 2 4 3 8 2 2 2 2
|
||||
2 2 1 1 1 1 1 1 1 1 1 1 2 2 3 1 2 2 1
|
||||
3 3 2 1 1 1 2 1 2 1 2 2 2 4 8 3 1 2 3
|
||||
2 3 1 1 1 1 1 2 1 1 2 2 4 3 5 2 1 2 1
|
||||
2 2 2 1 1 2 2 1 1 1 3 3 4 3 4 3 1 1 1
|
||||
2 2 2 2 1 2 2 1 1 1 2 2 3 3 4 2 1 2 1
|
||||
3 4 1 1 1 1 1 1 2 1 2 2 3 3 3 3 2 1 1
|
||||
3 2 1 1 1 1 1 1 2 1 3 2 4 2 8 3 2 2 4
|
||||
2 4 2 1 1 2 2 1 2 1 2 3 2 3 2 3 2 2 4
|
||||
3 4 2 2 2 2 2 2 2 1 4 3 4 4 7 3 2 2 8
|
||||
2 2 2 2 1 2 2 1 2 1 3 3 3 3 8 3 2 2 2
|
||||
3 4 1 1 1 1 1 1 2 1 4 2 2 4 7 3 2 2 7
|
||||
2 3 2 2 1 2 2 1 2 1 3 2 2 3 4 1 2 2 1
|
||||
3 3 1 1 1 1 2 1 2 1 4 2 4 4 2 3 2 2 3
|
||||
2 4 2 1 1 1 2 1 1 1 2 3 2 3 2 2 1 1 1
|
||||
2 2 2 1 1 1 1 1 1 1 2 2 3 3 5 2 2 2 1
|
||||
3 4 1 1 1 2 1 2 2 1 3 2 3 4 5 3 2 2 7
|
||||
3 2 1 1 1 1 1 1 2 1 4 3 4 4 5 3 2 2 5
|
||||
2 3 2 2 1 2 2 1 1 1 3 3 4 3 4 2 2 2 3
|
||||
3 2 1 1 1 1 1 1 1 1 2 3 2 3 3 2 2 1 1
|
||||
3 2 1 1 1 1 1 1 2 1 3 2 2 2 6 3 2 2 6
|
||||
2 3 2 1 1 1 2 1 2 1 3 3 3 3 4 3 2 2 1
|
||||
3 3 1 1 1 1 1 1 1 1 2 2 2 2 5 1 1 2 2
|
||||
2 4 2 1 1 2 2 1 1 1 1 3 3 3 3 3 2 2 3
|
||||
3 3 1 1 1 1 1 1 2 1 4 3 3 4 5 3 2 2 3
|
||||
3 2 1 1 1 1 2 1 1 1 2 2 2 2 3 1 1 1 1
|
||||
2 4 2 2 1 2 2 1 2 1 3 3 4 3 8 2 2 2 3
|
||||
2 4 2 2 1 1 1 1 2 1 2 2 2 3 3 2 2 2 2
|
||||
2 3 1 1 1 2 1 1 2 1 2 3 3 3 5 3 1 1 1
|
||||
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
|
||||
3 3 2 1 1 1 1 1 2 1 3 2 2 4 8 3 2 2 3
|
||||
3 2 2 1 1 1 2 1 2 1 3 3 3 4 8 3 2 2 2
|
||||
2 4 2 1 1 1 1 1 1 1 4 3 3 3 4 2 2 1 1
|
||||
3 2 1 1 1 1 1 1 2 1 3 2 2 2 8 3 2 2 5
|
||||
3 2 2 2 1 2 2 2 2 1 3 3 4 4 5 3 2 2 5
|
||||
3 4 1 1 1 1 2 1 2 1 4 3 4 2 5 3 2 2 2
|
||||
2 2 2 1 1 2 2 1 1 1 2 2 4 2 8 3 2 2 1
|
||||
2 2 2 1 1 1 1 1 2 1 2 3 3 3 5 2 1 2 1
|
||||
2 2 2 1 1 1 1 1 2 1 2 2 2 3 8 3 1 2 1
|
||||
3 2 2 1 1 1 2 1 2 1 3 3 4 2 8 3 2 2 2
|
||||
2 3 1 1 1 1 1 1 2 1 3 2 2 2 8 1 1 1 1
|
||||
3 4 2 2 1 2 2 1 2 1 1 2 2 1 3 1 2 2 2
|
||||
2 2 2 2 1 1 2 1 1 1 2 3 2 3 3 2 1 1 1
|
||||
2 3 2 2 1 2 2 1 2 1 2 3 3 4 2 2 2 1 1
|
||||
2 2 1 1 1 1 1 1 1 1 1 2 2 3 3 1 2 2 1
|
||||
3 2 1 1 1 1 1 1 2 1 3 2 4 4 4 3 2 2 5
|
||||
3 2 1 1 1 1 1 1 2 1 2 2 4 2 8 3 2 2 3
|
||||
2 3 2 1 1 1 1 1 1 1 2 2 3 3 3 3 1 1 2
|
||||
2 2 2 1 1 1 2 1 2 1 2 3 2 2 4 2 1 1 2
|
||||
2 3 2 1 1 1 1 1 1 1 2 2 3 3 5 1 1 1 1
|
||||
2 3 2 1 1 1 2 1 1 1 2 2 4 3 4 1 2 2 2
|
||||
3 2 1 1 1 1 2 1 2 1 3 3 4 2 8 3 2 2 3
|
||||
2 2 2 1 1 1 1 1 2 1 2 2 3 3 2 3 2 2 2
|
||||
2 2 1 1 1 1 1 1 2 1 2 2 2 2 4 1 2 1 2
|
||||
2 3 2 1 1 2 2 1 1 1 2 2 4 3 2 1 2 2 3
|
||||
2 4 1 1 1 1 1 1 2 1 3 3 2 2 4 2 2 2 2
|
||||
3 2 2 1 1 1 1 1 2 1 4 3 4 2 7 3 2 2 5
|
||||
2 3 2 1 1 1 1 1 2 1 2 3 3 3 8 2 2 2 1
|
||||
3 2 2 1 1 1 2 1 2 1 4 3 4 4 8 3 2 2 7
|
||||
2 3 2 1 1 1 2 1 1 1 2 3 4 2 4 1 1 1 1
|
||||
2 2 2 1 1 1 1 1 2 1 2 3 3 3 5 3 1 2 1
|
||||
2 2 1 1 1 1 1 1 1 1 2 3 3 3 8 3 1 1 1
|
||||
3 4 1 1 1 1 2 1 2 1 4 3 4 3 3 3 2 2 5
|
||||
2 2 1 1 1 1 1 1 1 1 2 2 2 2 8 1 1 1 1
|
||||
3 2 1 1 1 1 2 1 2 1 2 2 2 2 8 2 1 2 2
|
||||
3 3 1 1 1 1 1 1 2 1 2 2 4 4 2 3 2 1 1
|
||||
3 3 1 1 1 1 2 1 2 1 2 2 4 3 8 2 2 2 1
|
||||
3 4 1 1 1 1 1 1 2 1 3 2 2 4 3 2 2 1 1
|
||||
2 4 2 2 1 1 2 1 2 1 2 2 3 3 8 3 2 2 2
|
||||
3 2 1 1 1 1 2 1 2 1 3 2 2 2 4 3 1 2 5
|
||||
3 4 2 1 1 2 2 1 2 1 3 3 4 2 5 3 2 2 3
|
||||
2 2 1 1 1 1 1 1 1 1 1 2 4 3 8 2 2 2 2
|
||||
2 2 1 1 1 1 1 1 1 1 2 2 2 3 8 2 1 2 1
|
||||
2 2 2 2 2 2 2 1 1 1 2 2 4 3 8 2 2 2 3
|
||||
2 3 1 1 1 1 1 1 1 1 2 3 3 3 4 3 1 2 2
|
||||
2 4 2 1 1 1 2 1 1 1 2 2 3 3 5 2 1 2 1
|
||||
3 3 1 1 1 1 2 1 2 1 4 2 2 2 4 3 2 2 7
|
||||
2 2 2 1 1 1 1 1 2 1 3 3 3 3 3 2 1 2 1
|
||||
2 2 2 1 1 1 2 1 2 1 2 2 3 3 4 2 1 2 1
|
||||
3 2 1 1 1 1 2 1 2 1 2 2 2 4 8 1 2 2 2
|
||||
2 3 2 1 1 1 2 1 2 1 3 2 4 3 4 2 2 2 2
|
||||
2 2 2 1 1 1 1 1 2 1 4 3 4 2 8 2 1 2 4
|
||||
3 4 2 2 2 2 2 1 2 1 4 3 4 4 7 3 2 2 6
|
||||
3 4 1 1 1 1 1 1 2 1 4 2 4 2 8 3 2 2 6
|
||||
2 3 2 1 1 1 1 1 2 1 2 3 3 3 5 2 2 1 1
|
||||
2 2 2 1 1 1 2 1 2 1 2 2 4 4 5 3 2 2 1
|
||||
2 3 2 2 2 2 2 1 2 1 2 3 3 3 4 3 2 2 7
|
||||
1 1 1 1 1 1 2 1 2 1 2 2 1 1 2 1 1 1 2
|
||||
3 2 1 1 1 1 2 1 2 1 3 3 2 2 4 3 2 2 6
|
||||
2 2 2 1 1 1 1 1 1 1 2 3 3 3 3 3 1 2 1
|
||||
4 3 1 1 1 2 2 2 1 3 1 1 2 1 5 3 1 1 7
|
||||
2 2 2 1 1 1 1 1 1 1 2 3 3 3 2 2 2 2 1
|
||||
3 2 1 1 1 1 1 1 2 1 2 2 4 4 8 2 1 2 2
|
||||
2 2 2 1 1 1 2 1 2 1 2 3 3 3 5 3 2 2 1
|
||||
3 3 2 1 1 2 2 1 2 1 2 2 4 3 5 2 2 2 4
|
||||
2 2 1 1 1 1 1 1 1 1 1 1 1 1 3 1 2 2 1
|
||||
3 2 2 1 1 1 2 1 2 1 3 3 3 3 8 3 2 2 4
|
||||
2 2 1 1 1 1 1 1 2 1 2 2 4 2 2 1 2 2 1
|
||||
2 2 2 2 1 2 2 1 2 1 3 3 4 3 4 3 2 2 6
|
||||
82
data/tanveer/lymphography/lymphography.names
Executable file
82
data/tanveer/lymphography/lymphography.names
Executable file
@@ -0,0 +1,82 @@
|
||||
Citation Request:
|
||||
This lymphography domain was obtained from the University Medical Centre,
|
||||
Institute of Oncology, Ljubljana, Yugoslavia. Thanks go to M. Zwitter and
|
||||
M. Soklic for providing the data. Please include this citation if you plan
|
||||
to use this database.
|
||||
|
||||
1. Title: Lymphography Domain
|
||||
|
||||
2. Sources:
|
||||
(a) See Above.
|
||||
(b) Donors: Igor Kononenko,
|
||||
University E.Kardelj
|
||||
Faculty for electrical engineering
|
||||
Trzaska 25
|
||||
61000 Ljubljana (tel.: (38)(+61) 265-161
|
||||
|
||||
Bojan Cestnik
|
||||
Jozef Stefan Institute
|
||||
Jamova 39
|
||||
61000 Ljubljana
|
||||
Yugoslavia (tel.: (38)(+61) 214-399 ext.287)
|
||||
(c) Date: November 1988
|
||||
|
||||
3. Past Usage: (sveral)
|
||||
1. Cestnik,G., Konenenko,I, & Bratko,I. (1987). Assistant-86: A
|
||||
Knowledge-Elicitation Tool for Sophisticated Users. In I.Bratko
|
||||
& N.Lavrac (Eds.) Progress in Machine Learning, 31-45, Sigma Press.
|
||||
-- Assistant-86: 76% accuracy
|
||||
2. Clark,P. & Niblett,T. (1987). Induction in Noisy Domains. In
|
||||
I.Bratko & N.Lavrac (Eds.) Progress in Machine Learning, 11-30,
|
||||
Sigma Press.
|
||||
-- Simple Bayes: 83% accuracy
|
||||
-- CN2 (99% threshold): 82%
|
||||
3. Michalski,R., Mozetic,I. Hong,J., & Lavrac,N. (1986). The Multi-Purpose
|
||||
Incremental Learning System AQ15 and its Testing Applications to Three
|
||||
Medical Domains. In Proceedings of the Fifth National Conference on
|
||||
Artificial Intelligence, 1041-1045. Philadelphia, PA: Morgan Kaufmann.
|
||||
-- Experts: 85% accuracy (estimate)
|
||||
-- AQ15: 80-82%
|
||||
|
||||
4. Relevant Information:
|
||||
This is one of three domains provided by the Oncology Institute
|
||||
that has repeatedly appeared in the machine learning literature.
|
||||
(See also breast-cancer and primary-tumor.)
|
||||
|
||||
5. Number of Instances: 148
|
||||
|
||||
6. Number of Attributes: 19 including the class attribute
|
||||
|
||||
7. Attribute information:
|
||||
--- NOTE: All attribute values in the database have been entered as
|
||||
numeric values corresponding to their index in the list
|
||||
of attribute values for that attribute domain as given below.
|
||||
1. class: normal find, metastases, malign lymph, fibrosis
|
||||
2. lymphatics: normal, arched, deformed, displaced
|
||||
3. block of affere: no, yes
|
||||
4. bl. of lymph. c: no, yes
|
||||
5. bl. of lymph. s: no, yes
|
||||
6. by pass: no, yes
|
||||
7. extravasates: no, yes
|
||||
8. regeneration of: no, yes
|
||||
9. early uptake in: no, yes
|
||||
10. lym.nodes dimin: 0-3
|
||||
11. lym.nodes enlar: 1-4
|
||||
12. changes in lym.: bean, oval, round
|
||||
13. defect in node: no, lacunar, lac. marginal, lac. central
|
||||
14. changes in node: no, lacunar, lac. margin, lac. central
|
||||
15. changes in stru: no, grainy, drop-like, coarse, diluted, reticular,
|
||||
stripped, faint,
|
||||
16. special forms: no, chalices, vesicles
|
||||
17. dislocation of: no, yes
|
||||
18. exclusion of no: no, yes
|
||||
19. no. of nodes in: 0-9, 10-19, 20-29, 30-39, 40-49, 50-59, 60-69, >=70
|
||||
|
||||
8. Missing Attribute Values: None
|
||||
|
||||
9. Class Distribution:
|
||||
Class: Number of Instances:
|
||||
normal find: 2
|
||||
metastases: 81
|
||||
malign lymph: 61
|
||||
fibrosis: 4
|
||||
8
data/tanveer/lymphography/lymphography.txt
Executable file
8
data/tanveer/lymphography/lymphography.txt
Executable file
@@ -0,0 +1,8 @@
|
||||
n_entradas= 18
|
||||
n_clases= 4
|
||||
n_arquivos= 1
|
||||
fich1= lymphography_R.dat
|
||||
n_patrons1= 148
|
||||
n_patrons_entrena= 74
|
||||
n_patrons_valida= 74
|
||||
n_conxuntos= 1
|
||||
BIN
data/tanveer/lymphography/lymphography.zip
Executable file
BIN
data/tanveer/lymphography/lymphography.zip
Executable file
Binary file not shown.
149
data/tanveer/lymphography/lymphography_R.dat
Executable file
149
data/tanveer/lymphography/lymphography_R.dat
Executable file
@@ -0,0 +1,149 @@
|
||||
f1 f2 f3 f4 f5 f6 f7 f8 f9 f10 f11 f12 f13 f14 f15 f16 f17 f18 clase
|
||||
1 1.5373 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -1.11276 1.56982 1.28204 -1.71282 -1.39526 0.512998 -0.315666 2
|
||||
2 0.314072 0.894114 -0.460081 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 -1.11276 0.257203 -0.560115 -0.426033 0.711868 0.512998 -0.315666 1
|
||||
3 0.314072 0.894114 2.15884 4.47289 1.75787 0.983238 3.70226 0.648242 -0.193939 1.82522 1.05811 0.0389078 1.56982 1.28204 0.86076 0.711868 0.512998 2.30897 2
|
||||
4 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 1.19058 1.56982 -0.560115 0.86076 -1.39526 0.512998 1.78405 2
|
||||
5 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 1.19058 0.257203 -0.0995761 -1.71282 0.711868 0.512998 -0.840594 1
|
||||
6 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 1.05811 0.0389078 0.257203 0.360963 0.86076 -1.39526 0.512998 0.73419 1
|
||||
7 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 1.05811 -1.11276 0.257203 1.28204 -0.426033 -1.39526 -1.93615 -0.840594 1
|
||||
8 0.314072 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -1.11276 -1.05542 -1.94173 0.86076 -1.39526 -1.93615 -0.840594 1
|
||||
9 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 -0.701447 -1.11276 -1.05542 1.28204 0.86076 -1.39526 0.512998 1.25912 2
|
||||
10 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 0.0389078 0.257203 -0.0995761 0.86076 -1.39526 -1.93615 -0.315666 2
|
||||
11 -0.909156 0.894114 2.15884 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 0.629943 -0.701447 1.19058 0.257203 -0.0995761 -1.71282 0.711868 0.512998 0.209262 1
|
||||
12 1.5373 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 -1.53221 -0.193939 0.629943 1.05811 1.19058 0.257203 1.28204 0.86076 0.711868 0.512998 -0.315666 1
|
||||
13 1.5373 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -1.11276 -1.05542 -1.02065 -0.426033 -1.39526 -1.93615 -0.840594 1
|
||||
14 1.5373 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 1.82522 -0.701447 -1.11276 1.56982 0.821502 0.86076 0.711868 0.512998 -0.315666 2
|
||||
15 0.314072 0.894114 2.15884 4.47289 1.75787 0.983238 3.70226 0.648242 6.1845 -1.76061 -2.46101 -1.11276 -1.05542 1.28204 -1.71282 0.711868 0.512998 0.73419 3
|
||||
16 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 -0.565333 1.05811 0.0389078 0.257203 -0.0995761 0.86076 0.711868 0.512998 -0.315666 1
|
||||
17 0.314072 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 -0.565333 1.05811 0.0389078 0.257203 -1.48119 -0.426033 0.711868 0.512998 0.209262 1
|
||||
18 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 -1.11276 0.257203 -0.0995761 -0.426033 -1.39526 0.512998 -0.315666 1
|
||||
19 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -1.11276 0.257203 -1.48119 -1.71282 0.711868 0.512998 -0.840594 1
|
||||
20 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 1.05811 0.0389078 0.257203 -1.48119 -0.426033 0.711868 -1.93615 -0.840594 1
|
||||
21 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 1.19058 -1.05542 -0.560115 0.86076 0.711868 0.512998 0.209262 2
|
||||
22 1.5373 -1.11087 -0.460081 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 0.0389078 1.56982 -0.0995761 0.86076 0.711868 0.512998 0.73419 2
|
||||
23 1.5373 0.894114 -0.460081 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 1.82522 1.05811 1.19058 0.257203 -0.560115 -0.426033 0.711868 0.512998 -0.315666 1
|
||||
24 0.314072 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -1.11276 -1.05542 -0.0995761 -1.71282 -1.39526 -1.93615 -0.840594 1
|
||||
25 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 2.99528 -1.76061 -0.701447 -1.11276 -1.05542 1.28204 0.86076 -1.39526 0.512998 2.8339 2
|
||||
26 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 -1.53221 -0.193939 0.629943 -0.701447 0.0389078 0.257203 1.28204 0.86076 0.711868 0.512998 -0.315666 2
|
||||
27 1.5373 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 1.19058 -1.05542 -0.560115 0.86076 0.711868 0.512998 0.73419 2
|
||||
28 1.5373 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 -0.701447 1.19058 1.56982 1.28204 0.86076 0.711868 0.512998 -0.840594 2
|
||||
29 1.5373 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -1.11276 0.257203 -1.02065 -0.426033 0.711868 0.512998 -0.840594 1
|
||||
30 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 1.19058 -1.05542 1.28204 -0.426033 0.711868 0.512998 -0.840594 2
|
||||
31 1.5373 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 1.82522 1.05811 0.0389078 0.257203 0.821502 0.86076 0.711868 0.512998 0.209262 2
|
||||
32 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 -0.701447 0.0389078 0.257203 1.28204 0.86076 0.711868 0.512998 0.209262 2
|
||||
33 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -0.565333 1.05811 -1.11276 -1.05542 1.28204 -1.71282 0.711868 -1.93615 -0.840594 1
|
||||
34 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -1.76061 -0.701447 -1.11276 0.257203 -1.02065 -1.71282 -1.39526 -1.93615 -0.840594 1
|
||||
35 1.5373 0.894114 -0.460081 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 1.19058 0.257203 -0.560115 0.86076 0.711868 0.512998 -0.315666 1
|
||||
36 -0.909156 0.894114 2.15884 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 0.0389078 0.257203 1.28204 0.86076 -1.39526 0.512998 -0.315666 1
|
||||
37 0.314072 -1.11087 -0.460081 -0.222058 1.75787 0.983238 3.70226 -1.53221 6.1845 -1.76061 -2.46101 1.19058 -1.05542 -0.0995761 0.86076 -1.39526 0.512998 0.73419 3
|
||||
38 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 1.82522 1.05811 1.19058 -1.05542 -0.560115 0.86076 0.711868 0.512998 1.78405 2
|
||||
39 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 1.05811 -1.11276 0.257203 -0.560115 0.86076 0.711868 0.512998 -0.315666 2
|
||||
40 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -1.11276 -2.36804 0.821502 -1.71282 0.711868 0.512998 -0.315666 2
|
||||
41 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 0.0389078 0.257203 -1.02065 0.86076 -1.39526 0.512998 -0.840594 2
|
||||
42 -0.909156 0.894114 2.15884 -0.222058 1.75787 0.983238 3.70226 0.648242 -0.193939 1.82522 -0.701447 -1.11276 -1.05542 -0.560115 0.86076 0.711868 0.512998 1.78405 2
|
||||
43 0.314072 0.894114 2.15884 -0.222058 -0.565028 0.983238 -0.26828 -1.53221 -0.193939 0.629943 -0.701447 0.0389078 0.257203 -0.560115 0.86076 -1.39526 0.512998 -0.315666 1
|
||||
44 1.5373 0.894114 -0.460081 -0.222058 1.75787 -1.01018 -0.26828 0.648242 -0.193939 0.629943 1.05811 0.0389078 0.257203 -1.48119 -0.426033 0.711868 0.512998 0.209262 1
|
||||
45 0.314072 0.894114 2.15884 4.47289 1.75787 0.983238 3.70226 -1.53221 2.99528 -0.565333 -0.701447 1.19058 -1.05542 -0.560115 0.86076 0.711868 0.512998 2.30897 3
|
||||
46 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -1.11276 -1.05542 1.28204 -0.426033 0.711868 0.512998 -0.840594 2
|
||||
47 0.314072 0.894114 2.15884 -0.222058 1.75787 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 0.0389078 0.257203 1.28204 0.86076 -1.39526 0.512998 -0.840594 1
|
||||
48 1.5373 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 2.99528 -1.76061 1.05811 1.19058 -1.05542 1.28204 -1.71282 0.711868 0.512998 -0.840594 1
|
||||
49 0.314072 0.894114 2.15884 -0.222058 -0.565028 0.983238 -0.26828 -1.53221 -0.193939 -0.565333 1.05811 0.0389078 0.257203 -0.0995761 -0.426033 -1.39526 0.512998 -0.315666 1
|
||||
50 -0.909156 0.894114 2.15884 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 1.19058 0.257203 1.28204 -0.426033 0.711868 0.512998 -0.315666 1
|
||||
51 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -1.76061 -2.46101 -1.11276 -1.05542 -1.02065 -1.71282 0.711868 0.512998 -0.840594 1
|
||||
52 0.314072 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -1.11276 1.56982 1.28204 0.86076 -1.39526 0.512998 0.209262 2
|
||||
53 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 3.70226 -1.53221 -0.193939 -0.565333 -0.701447 1.19058 0.257203 -0.0995761 -0.426033 -1.39526 0.512998 -0.840594 1
|
||||
54 -0.909156 0.894114 -0.460081 -0.222058 1.75787 0.983238 -0.26828 -1.53221 -0.193939 0.629943 1.05811 1.19058 0.257203 -0.560115 0.86076 -1.39526 -1.93615 -0.840594 1
|
||||
55 -0.909156 0.894114 2.15884 -0.222058 1.75787 0.983238 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 0.0389078 0.257203 -0.560115 -0.426033 -1.39526 0.512998 -0.840594 1
|
||||
56 1.5373 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 0.0389078 0.257203 -1.02065 0.86076 0.711868 -1.93615 -0.840594 2
|
||||
57 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 -0.701447 1.19058 -1.05542 1.28204 0.86076 0.711868 0.512998 0.73419 2
|
||||
58 1.5373 0.894114 -0.460081 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 -0.565333 1.05811 -1.11276 0.257203 -1.48119 0.86076 0.711868 0.512998 0.73419 1
|
||||
59 1.5373 0.894114 2.15884 4.47289 1.75787 0.983238 3.70226 0.648242 -0.193939 1.82522 1.05811 1.19058 1.56982 0.821502 0.86076 0.711868 0.512998 2.8339 2
|
||||
60 -0.909156 0.894114 2.15884 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 0.0389078 0.257203 1.28204 0.86076 0.711868 0.512998 -0.315666 1
|
||||
61 1.5373 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 1.82522 -0.701447 -1.11276 1.56982 0.821502 0.86076 0.711868 0.512998 2.30897 2
|
||||
62 0.314072 0.894114 2.15884 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 0.629943 -0.701447 -1.11276 0.257203 -0.560115 -1.71282 0.711868 0.512998 -0.840594 1
|
||||
63 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 1.82522 -0.701447 1.19058 1.56982 -1.48119 0.86076 0.711868 0.512998 0.209262 2
|
||||
64 1.5373 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 -1.53221 -0.193939 -0.565333 1.05811 -1.11276 0.257203 -1.48119 -0.426033 -1.39526 -1.93615 -0.840594 1
|
||||
65 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 0.0389078 0.257203 -0.0995761 -0.426033 0.711868 0.512998 -0.840594 1
|
||||
66 1.5373 -1.11087 -0.460081 -0.222058 1.75787 -1.01018 3.70226 0.648242 -0.193939 0.629943 -0.701447 0.0389078 1.56982 -0.0995761 0.86076 0.711868 0.512998 2.30897 2
|
||||
67 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 1.82522 1.05811 1.19058 1.56982 -0.0995761 0.86076 0.711868 0.512998 1.25912 2
|
||||
68 0.314072 0.894114 2.15884 -0.222058 1.75787 0.983238 -0.26828 -1.53221 -0.193939 0.629943 1.05811 1.19058 0.257203 -0.560115 -0.426033 0.711868 0.512998 0.209262 1
|
||||
69 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -0.565333 1.05811 -1.11276 0.257203 -1.02065 -0.426033 0.711868 -1.93615 -0.840594 2
|
||||
70 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 -0.701447 -1.11276 -1.05542 0.360963 0.86076 0.711868 0.512998 1.78405 2
|
||||
71 0.314072 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 0.0389078 0.257203 -0.560115 0.86076 0.711868 0.512998 -0.840594 1
|
||||
72 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 -1.11276 -1.05542 -0.0995761 -1.71282 -1.39526 0.512998 -0.315666 2
|
||||
73 1.5373 0.894114 -0.460081 -0.222058 1.75787 0.983238 -0.26828 -1.53221 -0.193939 -1.76061 1.05811 0.0389078 0.257203 -1.02065 0.86076 0.711868 0.512998 0.209262 1
|
||||
74 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 1.82522 1.05811 0.0389078 1.56982 -0.0995761 0.86076 0.711868 0.512998 0.209262 2
|
||||
75 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 -1.11276 -1.05542 -1.02065 -1.71282 -1.39526 -1.93615 -0.840594 2
|
||||
76 1.5373 0.894114 2.15884 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 1.19058 0.257203 1.28204 -0.426033 0.711868 0.512998 0.209262 1
|
||||
77 1.5373 0.894114 2.15884 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -1.11276 0.257203 -1.02065 -0.426033 0.711868 0.512998 -0.315666 1
|
||||
78 0.314072 -1.11087 -0.460081 -0.222058 1.75787 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 1.05811 0.0389078 0.257203 -0.0995761 0.86076 -1.39526 -1.93615 -0.840594 1
|
||||
79 -2.13238 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -1.76061 -2.46101 -2.26443 -2.36804 -1.94173 -1.71282 -1.39526 -1.93615 -0.840594 0
|
||||
80 0.314072 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 -0.701447 -1.11276 1.56982 1.28204 0.86076 0.711868 0.512998 0.209262 2
|
||||
81 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 0.0389078 1.56982 1.28204 0.86076 0.711868 0.512998 -0.315666 2
|
||||
82 1.5373 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 1.82522 1.05811 0.0389078 0.257203 -0.560115 -0.426033 0.711868 -1.93615 -0.840594 1
|
||||
83 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 -0.701447 -1.11276 -1.05542 1.28204 0.86076 0.711868 0.512998 1.25912 2
|
||||
84 -0.909156 0.894114 2.15884 -0.222058 1.75787 0.983238 3.70226 0.648242 -0.193939 0.629943 1.05811 1.19058 1.56982 -0.0995761 0.86076 0.711868 0.512998 1.25912 2
|
||||
85 1.5373 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 1.82522 1.05811 1.19058 -1.05542 -0.0995761 0.86076 0.711868 0.512998 -0.315666 2
|
||||
86 -0.909156 0.894114 -0.460081 -0.222058 1.75787 0.983238 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 1.19058 -1.05542 1.28204 0.86076 0.711868 0.512998 -0.840594 1
|
||||
87 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 1.05811 0.0389078 0.257203 -0.0995761 -0.426033 -1.39526 0.512998 -0.840594 1
|
||||
88 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -1.11276 0.257203 1.28204 0.86076 -1.39526 0.512998 -0.840594 1
|
||||
89 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 1.19058 -1.05542 1.28204 0.86076 0.711868 0.512998 -0.315666 2
|
||||
90 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 -0.701447 -1.11276 -1.05542 1.28204 -1.71282 -1.39526 -1.93615 -0.840594 1
|
||||
91 1.5373 0.894114 2.15884 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 -1.76061 -0.701447 -1.11276 -2.36804 -1.02065 -1.71282 0.711868 0.512998 -0.315666 2
|
||||
92 -0.909156 0.894114 2.15884 -0.222058 -0.565028 0.983238 -0.26828 -1.53221 -0.193939 -0.565333 1.05811 -1.11276 0.257203 -1.02065 -0.426033 -1.39526 -1.93615 -0.840594 1
|
||||
93 0.314072 0.894114 2.15884 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 -0.565333 1.05811 0.0389078 1.56982 -1.48119 -0.426033 0.711868 -1.93615 -0.840594 1
|
||||
94 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -1.76061 -0.701447 -1.11276 0.257203 -1.02065 -1.71282 0.711868 0.512998 -0.840594 1
|
||||
95 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 -0.701447 1.19058 1.56982 -0.560115 0.86076 0.711868 0.512998 1.25912 2
|
||||
96 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 1.19058 -1.05542 1.28204 0.86076 0.711868 0.512998 0.209262 2
|
||||
97 0.314072 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 0.0389078 0.257203 -1.02065 0.86076 -1.39526 -1.93615 -0.315666 1
|
||||
98 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 -0.565333 1.05811 -1.11276 -1.05542 -0.560115 -0.426033 -1.39526 -1.93615 -0.315666 1
|
||||
99 0.314072 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 0.0389078 0.257203 -0.0995761 -1.71282 -1.39526 -1.93615 -0.840594 1
|
||||
100 0.314072 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 1.19058 0.257203 -0.560115 -1.71282 0.711868 0.512998 -0.315666 1
|
||||
101 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 1.19058 -1.05542 1.28204 0.86076 0.711868 0.512998 0.209262 2
|
||||
102 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 0.0389078 0.257203 -1.48119 0.86076 0.711868 0.512998 -0.315666 1
|
||||
103 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -1.11276 -1.05542 -0.560115 -1.71282 0.711868 -1.93615 -0.315666 1
|
||||
104 0.314072 0.894114 -0.460081 -0.222058 1.75787 0.983238 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 1.19058 0.257203 -1.48119 -1.71282 0.711868 0.512998 0.209262 1
|
||||
105 1.5373 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 1.05811 -1.11276 -1.05542 -0.560115 -0.426033 0.711868 0.512998 -0.315666 1
|
||||
106 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 1.82522 1.05811 1.19058 -1.05542 0.821502 0.86076 0.711868 0.512998 1.25912 2
|
||||
107 0.314072 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 1.05811 0.0389078 0.257203 1.28204 -0.426033 0.711868 0.512998 -0.840594 1
|
||||
108 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 1.82522 1.05811 1.19058 1.56982 1.28204 0.86076 0.711868 0.512998 2.30897 2
|
||||
109 0.314072 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 -1.53221 -0.193939 -0.565333 1.05811 1.19058 -1.05542 -0.560115 -1.71282 -1.39526 -1.93615 -0.840594 1
|
||||
110 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 1.05811 0.0389078 0.257203 -0.0995761 0.86076 -1.39526 0.512998 -0.840594 1
|
||||
111 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -0.565333 1.05811 0.0389078 0.257203 1.28204 0.86076 -1.39526 -1.93615 -0.840594 1
|
||||
112 1.5373 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 1.82522 1.05811 1.19058 0.257203 -1.02065 0.86076 0.711868 0.512998 1.25912 2
|
||||
113 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 -1.11276 -1.05542 1.28204 -1.71282 -1.39526 -1.93615 -0.840594 1
|
||||
114 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -1.11276 -1.05542 1.28204 -0.426033 -1.39526 0.512998 -0.315666 2
|
||||
115 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 1.19058 1.56982 -1.48119 0.86076 0.711868 -1.93615 -0.840594 2
|
||||
116 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 1.19058 0.257203 1.28204 -0.426033 0.711868 0.512998 -0.840594 2
|
||||
117 1.5373 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 -0.701447 -1.11276 1.56982 -1.02065 -0.426033 0.711868 -1.93615 -0.840594 2
|
||||
118 1.5373 0.894114 2.15884 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 0.0389078 0.257203 1.28204 0.86076 0.711868 0.512998 -0.315666 1
|
||||
119 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 0.629943 -0.701447 -1.11276 -1.05542 -0.560115 0.86076 -1.39526 0.512998 1.25912 2
|
||||
120 1.5373 0.894114 -0.460081 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 1.19058 -1.05542 -0.0995761 0.86076 0.711868 0.512998 0.209262 2
|
||||
121 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -1.76061 -0.701447 1.19058 0.257203 1.28204 -0.426033 0.711868 0.512998 -0.315666 1
|
||||
122 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 -1.11276 0.257203 1.28204 -0.426033 -1.39526 0.512998 -0.840594 1
|
||||
123 -0.909156 0.894114 2.15884 4.47289 1.75787 0.983238 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 1.19058 0.257203 1.28204 -0.426033 0.711868 0.512998 0.209262 1
|
||||
124 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -0.565333 1.05811 0.0389078 0.257203 -0.560115 0.86076 -1.39526 0.512998 -0.315666 1
|
||||
125 1.5373 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 -1.53221 -0.193939 -0.565333 -0.701447 0.0389078 0.257203 -0.0995761 -0.426033 -1.39526 0.512998 -0.840594 1
|
||||
126 0.314072 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 1.82522 -0.701447 -1.11276 -1.05542 -0.560115 0.86076 0.711868 0.512998 2.30897 2
|
||||
127 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 0.629943 1.05811 0.0389078 0.257203 -1.02065 -0.426033 -1.39526 0.512998 -0.840594 1
|
||||
128 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 0.0389078 0.257203 -0.560115 -0.426033 -1.39526 0.512998 -0.840594 1
|
||||
129 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -1.11276 1.56982 1.28204 -1.71282 0.711868 0.512998 -0.315666 2
|
||||
130 0.314072 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 0.629943 -0.701447 1.19058 0.257203 -0.560115 -0.426033 0.711868 0.512998 -0.315666 1
|
||||
131 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 1.82522 1.05811 1.19058 -1.05542 1.28204 -0.426033 -1.39526 0.512998 0.73419 1
|
||||
132 1.5373 0.894114 2.15884 4.47289 1.75787 0.983238 -0.26828 0.648242 -0.193939 1.82522 1.05811 1.19058 1.56982 0.821502 0.86076 0.711868 0.512998 1.78405 2
|
||||
133 1.5373 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 1.82522 -0.701447 1.19058 -1.05542 1.28204 0.86076 0.711868 0.512998 1.78405 2
|
||||
134 0.314072 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 1.05811 0.0389078 0.257203 -0.0995761 -0.426033 0.711868 -1.93615 -0.840594 1
|
||||
135 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 1.19058 1.56982 -0.0995761 0.86076 0.711868 0.512998 -0.840594 1
|
||||
136 0.314072 0.894114 2.15884 4.47289 1.75787 0.983238 -0.26828 0.648242 -0.193939 -0.565333 1.05811 0.0389078 0.257203 -0.560115 0.86076 0.711868 0.512998 2.30897 1
|
||||
137 -2.13238 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 -2.26443 -2.36804 -1.48119 -1.71282 -1.39526 -1.93615 -0.315666 0
|
||||
138 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 -1.11276 -1.05542 -0.560115 0.86076 0.711868 0.512998 1.78405 2
|
||||
139 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -0.565333 1.05811 0.0389078 0.257203 -1.02065 0.86076 -1.39526 0.512998 -0.840594 1
|
||||
140 0.314072 -1.11087 -0.460081 -0.222058 1.75787 0.983238 3.70226 -1.53221 6.1845 -1.76061 -2.46101 -1.11276 -2.36804 -0.0995761 0.86076 -1.39526 -1.93615 2.30897 3
|
||||
141 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -0.565333 1.05811 0.0389078 0.257203 -1.48119 -0.426033 0.711868 0.512998 -0.840594 1
|
||||
142 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 1.19058 1.56982 1.28204 -0.426033 -1.39526 0.512998 -0.315666 2
|
||||
143 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 -0.565333 1.05811 0.0389078 0.257203 -0.0995761 0.86076 0.711868 0.512998 -0.840594 1
|
||||
144 0.314072 0.894114 -0.460081 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 1.19058 0.257203 -0.0995761 -0.426033 0.711868 0.512998 0.73419 2
|
||||
145 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 -1.53221 -0.193939 -1.76061 -2.46101 -2.26443 -2.36804 -1.02065 -1.71282 0.711868 0.512998 -0.840594 1
|
||||
146 -0.909156 0.894114 -0.460081 -0.222058 -0.565028 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 0.0389078 0.257203 1.28204 0.86076 0.711868 0.512998 0.73419 2
|
||||
147 -0.909156 -1.11087 -0.460081 -0.222058 -0.565028 -1.01018 -0.26828 0.648242 -0.193939 -0.565333 -0.701447 1.19058 -1.05542 -1.48119 -1.71282 0.711868 0.512998 -0.840594 1
|
||||
148 -0.909156 0.894114 2.15884 -0.222058 1.75787 0.983238 -0.26828 0.648242 -0.193939 0.629943 1.05811 1.19058 0.257203 -0.560115 0.86076 0.711868 0.512998 1.78405 1
|
||||
Reference in New Issue
Block a user