mirror of
https://github.com/Doctorado-ML/Stree_datasets.git
synced 2025-08-19 01:16:01 +00:00
Commit Inicial
This commit is contained in:
2
data/tanveer/wine/conxuntos.dat
Executable file
2
data/tanveer/wine/conxuntos.dat
Executable file
@@ -0,0 +1,2 @@
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27 29 45 37 36 53 0 56 22 48 46 4 51 57 3 38 10 12 40 20 47 41 30 16 39 5 31 7 58 9 60 118 69 125 117 84 96 120 71 76 102 65 98 95 100 61 112 87 113 127 115 68 88 82 80 103 124 94 74 99 62 101 77 123 66 135 131 144 149 159 136 172 137 143 134 168 176 162 170 132 150 154 147 146 171 152 157 167 148
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11 25 6 19 55 2 34 24 28 42 33 1 15 13 43 21 32 18 49 50 23 54 52 8 14 44 17 26 35 108 97 104 106 89 83 93 128 64 59 91 70 81 116 90 122 78 86 119 67 72 109 107 121 75 126 63 105 114 73 111 92 85 129 110 79 133 156 158 145 140 164 161 151 142 160 163 139 175 130 155 141 173 169 153 174 165 138 166 177
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8
data/tanveer/wine/conxuntos_kfold.dat
Executable file
8
data/tanveer/wine/conxuntos_kfold.dat
Executable file
@@ -0,0 +1,8 @@
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55 46 14 26 54 25 35 3 6 29 33 15 36 11 24 58 43 40 37 38 5 31 41 48 18 7 19 4 2 42 8 44 17 16 50 30 22 52 45 23 20 53 12 13 9 116 107 127 66 88 90 95 122 78 109 59 73 97 100 106 69 86 128 84 111 99 91 115 103 87 104 129 71 94 80 93 126 65 112 61 120 64 117 62 105 121 83 96 123 60 67 68 113 72 118 98 75 124 149 165 164 131 173 135 133 156 130 146 163 147 143 134 160 154 142 148 168 136 140 176 171 151 162 174 158 170 145 161 150 167 153 139 169 155
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1 47 0 51 56 57 21 28 10 27 49 39 34 32 82 108 79 125 92 102 77 114 101 63 74 85 81 70 89 119 76 110 157 144 132 152 138 175 172 159 141 166 137 177
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||||
57 0 20 45 39 50 22 8 7 26 24 34 58 40 1 27 12 33 32 31 25 21 37 52 14 55 53 2 43 48 19 11 29 4 46 5 30 18 44 35 16 28 10 36 23 108 119 122 123 66 71 80 103 77 107 117 59 105 101 74 84 70 92 104 98 120 100 85 95 93 73 81 90 94 113 96 91 125 111 60 82 62 86 121 102 97 89 127 115 126 72 109 68 83 112 118 128 65 153 168 151 147 172 159 137 163 146 155 156 173 161 135 162 136 134 175 144 166 145 152 141 150 132 176 133 171 157 160 138 130 140 174 170 149
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13 47 51 6 56 38 9 41 15 49 17 42 3 54 106 78 114 116 67 110 129 69 79 99 88 64 76 75 61 87 63 124 148 164 165 167 169 154 158 131 143 142 177 139
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47 3 14 53 48 18 24 40 35 46 38 26 32 43 29 57 30 9 37 13 42 20 44 54 16 8 34 50 2 6 39 5 25 10 7 28 45 51 36 11 49 31 21 55 41 122 103 68 121 69 102 77 72 100 127 129 93 78 62 109 73 128 81 84 94 111 119 64 83 112 79 98 74 123 92 124 63 107 70 76 99 115 104 120 89 105 66 108 110 65 88 85 126 61 96 113 116 91 143 131 165 161 155 171 174 137 170 146 145 151 142 136 138 167 176 144 169 148 168 175 160 166 147 150 135 141 132 163 154 149 156 162 134 172
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1 4 56 22 23 33 15 58 12 27 52 17 19 0 95 75 60 101 82 106 97 86 114 90 59 125 118 117 67 71 80 87 158 159 153 157 152 173 139 164 140 130 133 177
|
||||
21 48 31 11 54 44 9 37 2 10 45 49 38 51 47 57 4 32 56 23 6 19 8 28 20 16 0 50 27 3 15 1 42 58 26 24 35 12 18 5 52 17 14 22 41 78 86 77 64 63 82 80 122 91 120 121 119 108 107 84 68 65 129 70 72 71 96 85 69 89 111 110 92 60 102 59 117 116 101 126 128 76 123 90 87 113 109 118 105 73 67 127 124 61 74 103 112 125 157 143 171 173 165 169 170 132 148 163 158 168 154 144 130 140 176 162 139 152 133 174 155 167 150 175 137 159 172 141 136 138 156 146 149 161
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33 7 13 46 39 29 30 34 55 43 53 25 40 36 99 75 81 62 104 98 114 66 115 93 83 106 95 79 88 94 97 100 160 131 147 164 153 142 151 166 134 145 135 177
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||||
22
data/tanveer/wine/le_datos.m
Executable file
22
data/tanveer/wine/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= 13; n_clases= 3; n_fich= 1; fich{1}= 'wine.data'; n_patrons(1)= 178;
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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 da clase
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for j = 1:n_entradas
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x(i_fich,i,j) = fscanf(f,'%g',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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194
data/tanveer/wine/wine.arff
Executable file
194
data/tanveer/wine/wine.arff
Executable file
@@ -0,0 +1,194 @@
|
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@relation wine
|
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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
|
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@attribute 'clase' {0,1,2}
|
||||
@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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||||
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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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|
||||
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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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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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1.39116,1.57871,1.36137,1.49872,-0.261969,-0.391646,-1.27072,1.59213,-0.420888,1.78663,-1.52009,-1.42493,-0.593486,2
|
||||
6
data/tanveer/wine/wine.cost
Executable file
6
data/tanveer/wine/wine.cost
Executable file
@@ -0,0 +1,6 @@
|
||||
% Rows Columns
|
||||
3 3
|
||||
% Matrix elements
|
||||
0.0 1.0 1.0
|
||||
1.0 0.0 1.0
|
||||
1.0 1.0 0.0
|
||||
178
data/tanveer/wine/wine.data
Executable file
178
data/tanveer/wine/wine.data
Executable file
@@ -0,0 +1,178 @@
|
||||
1 14.23 1.71 2.43 15.6 127 2.8 3.06 .28 2.29 5.64 1.04 3.92 1065
|
||||
1 13.2 1.78 2.14 11.2 100 2.65 2.76 .26 1.28 4.38 1.05 3.4 1050
|
||||
1 13.16 2.36 2.67 18.6 101 2.8 3.24 .3 2.81 5.68 1.03 3.17 1185
|
||||
1 14.37 1.95 2.5 16.8 113 3.85 3.49 .24 2.18 7.8 .86 3.45 1480
|
||||
1 13.24 2.59 2.87 21 118 2.8 2.69 .39 1.82 4.32 1.04 2.93 735
|
||||
1 14.2 1.76 2.45 15.2 112 3.27 3.39 .34 1.97 6.75 1.05 2.85 1450
|
||||
1 14.39 1.87 2.45 14.6 96 2.5 2.52 .3 1.98 5.25 1.02 3.58 1290
|
||||
1 14.06 2.15 2.61 17.6 121 2.6 2.51 .31 1.25 5.05 1.06 3.58 1295
|
||||
1 14.83 1.64 2.17 14 97 2.8 2.98 .29 1.98 5.2 1.08 2.85 1045
|
||||
1 13.86 1.35 2.27 16 98 2.98 3.15 .22 1.85 7.22 1.01 3.55 1045
|
||||
1 14.1 2.16 2.3 18 105 2.95 3.32 .22 2.38 5.75 1.25 3.17 1510
|
||||
1 14.12 1.48 2.32 16.8 95 2.2 2.43 .26 1.57 5 1.17 2.82 1280
|
||||
1 13.75 1.73 2.41 16 89 2.6 2.76 .29 1.81 5.6 1.15 2.9 1320
|
||||
1 14.75 1.73 2.39 11.4 91 3.1 3.69 .43 2.81 5.4 1.25 2.73 1150
|
||||
1 14.38 1.87 2.38 12 102 3.3 3.64 .29 2.96 7.5 1.2 3 1547
|
||||
1 13.63 1.81 2.7 17.2 112 2.85 2.91 .3 1.46 7.3 1.28 2.88 1310
|
||||
1 14.3 1.92 2.72 20 120 2.8 3.14 .33 1.97 6.2 1.07 2.65 1280
|
||||
1 13.83 1.57 2.62 20 115 2.95 3.4 .4 1.72 6.6 1.13 2.57 1130
|
||||
1 14.19 1.59 2.48 16.5 108 3.3 3.93 .32 1.86 8.7 1.23 2.82 1680
|
||||
1 13.64 3.1 2.56 15.2 116 2.7 3.03 .17 1.66 5.1 .96 3.36 845
|
||||
1 14.06 1.63 2.28 16 126 3 3.17 .24 2.1 5.65 1.09 3.71 780
|
||||
1 12.93 3.8 2.65 18.6 102 2.41 2.41 .25 1.98 4.5 1.03 3.52 770
|
||||
1 13.71 1.86 2.36 16.6 101 2.61 2.88 .27 1.69 3.8 1.11 4 1035
|
||||
1 12.85 1.6 2.52 17.8 95 2.48 2.37 .26 1.46 3.93 1.09 3.63 1015
|
||||
1 13.5 1.81 2.61 20 96 2.53 2.61 .28 1.66 3.52 1.12 3.82 845
|
||||
1 13.05 2.05 3.22 25 124 2.63 2.68 .47 1.92 3.58 1.13 3.2 830
|
||||
1 13.39 1.77 2.62 16.1 93 2.85 2.94 .34 1.45 4.8 .92 3.22 1195
|
||||
1 13.3 1.72 2.14 17 94 2.4 2.19 .27 1.35 3.95 1.02 2.77 1285
|
||||
1 13.87 1.9 2.8 19.4 107 2.95 2.97 .37 1.76 4.5 1.25 3.4 915
|
||||
1 14.02 1.68 2.21 16 96 2.65 2.33 .26 1.98 4.7 1.04 3.59 1035
|
||||
1 13.73 1.5 2.7 22.5 101 3 3.25 .29 2.38 5.7 1.19 2.71 1285
|
||||
1 13.58 1.66 2.36 19.1 106 2.86 3.19 .22 1.95 6.9 1.09 2.88 1515
|
||||
1 13.68 1.83 2.36 17.2 104 2.42 2.69 .42 1.97 3.84 1.23 2.87 990
|
||||
1 13.76 1.53 2.7 19.5 132 2.95 2.74 .5 1.35 5.4 1.25 3 1235
|
||||
1 13.51 1.8 2.65 19 110 2.35 2.53 .29 1.54 4.2 1.1 2.87 1095
|
||||
1 13.48 1.81 2.41 20.5 100 2.7 2.98 .26 1.86 5.1 1.04 3.47 920
|
||||
1 13.28 1.64 2.84 15.5 110 2.6 2.68 .34 1.36 4.6 1.09 2.78 880
|
||||
1 13.05 1.65 2.55 18 98 2.45 2.43 .29 1.44 4.25 1.12 2.51 1105
|
||||
1 13.07 1.5 2.1 15.5 98 2.4 2.64 .28 1.37 3.7 1.18 2.69 1020
|
||||
1 14.22 3.99 2.51 13.2 128 3 3.04 .2 2.08 5.1 .89 3.53 760
|
||||
1 13.56 1.71 2.31 16.2 117 3.15 3.29 .34 2.34 6.13 .95 3.38 795
|
||||
1 13.41 3.84 2.12 18.8 90 2.45 2.68 .27 1.48 4.28 .91 3 1035
|
||||
1 13.88 1.89 2.59 15 101 3.25 3.56 .17 1.7 5.43 .88 3.56 1095
|
||||
1 13.24 3.98 2.29 17.5 103 2.64 2.63 .32 1.66 4.36 .82 3 680
|
||||
1 13.05 1.77 2.1 17 107 3 3 .28 2.03 5.04 .88 3.35 885
|
||||
1 14.21 4.04 2.44 18.9 111 2.85 2.65 .3 1.25 5.24 .87 3.33 1080
|
||||
1 14.38 3.59 2.28 16 102 3.25 3.17 .27 2.19 4.9 1.04 3.44 1065
|
||||
1 13.9 1.68 2.12 16 101 3.1 3.39 .21 2.14 6.1 .91 3.33 985
|
||||
1 14.1 2.02 2.4 18.8 103 2.75 2.92 .32 2.38 6.2 1.07 2.75 1060
|
||||
1 13.94 1.73 2.27 17.4 108 2.88 3.54 .32 2.08 8.90 1.12 3.1 1260
|
||||
1 13.05 1.73 2.04 12.4 92 2.72 3.27 .17 2.91 7.2 1.12 2.91 1150
|
||||
1 13.83 1.65 2.6 17.2 94 2.45 2.99 .22 2.29 5.6 1.24 3.37 1265
|
||||
1 13.82 1.75 2.42 14 111 3.88 3.74 .32 1.87 7.05 1.01 3.26 1190
|
||||
1 13.77 1.9 2.68 17.1 115 3 2.79 .39 1.68 6.3 1.13 2.93 1375
|
||||
1 13.74 1.67 2.25 16.4 118 2.6 2.9 .21 1.62 5.85 .92 3.2 1060
|
||||
1 13.56 1.73 2.46 20.5 116 2.96 2.78 .2 2.45 6.25 .98 3.03 1120
|
||||
1 14.22 1.7 2.3 16.3 118 3.2 3 .26 2.03 6.38 .94 3.31 970
|
||||
1 13.29 1.97 2.68 16.8 102 3 3.23 .31 1.66 6 1.07 2.84 1270
|
||||
1 13.72 1.43 2.5 16.7 108 3.4 3.67 .19 2.04 6.8 .89 2.87 1285
|
||||
2 12.37 .94 1.36 10.6 88 1.98 .57 .28 .42 1.95 1.05 1.82 520
|
||||
2 12.33 1.1 2.28 16 101 2.05 1.09 .63 .41 3.27 1.25 1.67 680
|
||||
2 12.64 1.36 2.02 16.8 100 2.02 1.41 .53 .62 5.75 .98 1.59 450
|
||||
2 13.67 1.25 1.92 18 94 2.1 1.79 .32 .73 3.8 1.23 2.46 630
|
||||
2 12.37 1.13 2.16 19 87 3.5 3.1 .19 1.87 4.45 1.22 2.87 420
|
||||
2 12.17 1.45 2.53 19 104 1.89 1.75 .45 1.03 2.95 1.45 2.23 355
|
||||
2 12.37 1.21 2.56 18.1 98 2.42 2.65 .37 2.08 4.6 1.19 2.3 678
|
||||
2 13.11 1.01 1.7 15 78 2.98 3.18 .26 2.28 5.3 1.12 3.18 502
|
||||
2 12.37 1.17 1.92 19.6 78 2.11 2 .27 1.04 4.68 1.12 3.48 510
|
||||
2 13.34 .94 2.36 17 110 2.53 1.3 .55 .42 3.17 1.02 1.93 750
|
||||
2 12.21 1.19 1.75 16.8 151 1.85 1.28 .14 2.5 2.85 1.28 3.07 718
|
||||
2 12.29 1.61 2.21 20.4 103 1.1 1.02 .37 1.46 3.05 .906 1.82 870
|
||||
2 13.86 1.51 2.67 25 86 2.95 2.86 .21 1.87 3.38 1.36 3.16 410
|
||||
2 13.49 1.66 2.24 24 87 1.88 1.84 .27 1.03 3.74 .98 2.78 472
|
||||
2 12.99 1.67 2.6 30 139 3.3 2.89 .21 1.96 3.35 1.31 3.5 985
|
||||
2 11.96 1.09 2.3 21 101 3.38 2.14 .13 1.65 3.21 .99 3.13 886
|
||||
2 11.66 1.88 1.92 16 97 1.61 1.57 .34 1.15 3.8 1.23 2.14 428
|
||||
2 13.03 .9 1.71 16 86 1.95 2.03 .24 1.46 4.6 1.19 2.48 392
|
||||
2 11.84 2.89 2.23 18 112 1.72 1.32 .43 .95 2.65 .96 2.52 500
|
||||
2 12.33 .99 1.95 14.8 136 1.9 1.85 .35 2.76 3.4 1.06 2.31 750
|
||||
2 12.7 3.87 2.4 23 101 2.83 2.55 .43 1.95 2.57 1.19 3.13 463
|
||||
2 12 .92 2 19 86 2.42 2.26 .3 1.43 2.5 1.38 3.12 278
|
||||
2 12.72 1.81 2.2 18.8 86 2.2 2.53 .26 1.77 3.9 1.16 3.14 714
|
||||
2 12.08 1.13 2.51 24 78 2 1.58 .4 1.4 2.2 1.31 2.72 630
|
||||
2 13.05 3.86 2.32 22.5 85 1.65 1.59 .61 1.62 4.8 .84 2.01 515
|
||||
2 11.84 .89 2.58 18 94 2.2 2.21 .22 2.35 3.05 .79 3.08 520
|
||||
2 12.67 .98 2.24 18 99 2.2 1.94 .3 1.46 2.62 1.23 3.16 450
|
||||
2 12.16 1.61 2.31 22.8 90 1.78 1.69 .43 1.56 2.45 1.33 2.26 495
|
||||
2 11.65 1.67 2.62 26 88 1.92 1.61 .4 1.34 2.6 1.36 3.21 562
|
||||
2 11.64 2.06 2.46 21.6 84 1.95 1.69 .48 1.35 2.8 1 2.75 680
|
||||
2 12.08 1.33 2.3 23.6 70 2.2 1.59 .42 1.38 1.74 1.07 3.21 625
|
||||
2 12.08 1.83 2.32 18.5 81 1.6 1.5 .52 1.64 2.4 1.08 2.27 480
|
||||
2 12 1.51 2.42 22 86 1.45 1.25 .5 1.63 3.6 1.05 2.65 450
|
||||
2 12.69 1.53 2.26 20.7 80 1.38 1.46 .58 1.62 3.05 .96 2.06 495
|
||||
2 12.29 2.83 2.22 18 88 2.45 2.25 .25 1.99 2.15 1.15 3.3 290
|
||||
2 11.62 1.99 2.28 18 98 3.02 2.26 .17 1.35 3.25 1.16 2.96 345
|
||||
2 12.47 1.52 2.2 19 162 2.5 2.27 .32 3.28 2.6 1.16 2.63 937
|
||||
2 11.81 2.12 2.74 21.5 134 1.6 .99 .14 1.56 2.5 .95 2.26 625
|
||||
2 12.29 1.41 1.98 16 85 2.55 2.5 .29 1.77 2.9 1.23 2.74 428
|
||||
2 12.37 1.07 2.1 18.5 88 3.52 3.75 .24 1.95 4.5 1.04 2.77 660
|
||||
2 12.29 3.17 2.21 18 88 2.85 2.99 .45 2.81 2.3 1.42 2.83 406
|
||||
2 12.08 2.08 1.7 17.5 97 2.23 2.17 .26 1.4 3.3 1.27 2.96 710
|
||||
2 12.6 1.34 1.9 18.5 88 1.45 1.36 .29 1.35 2.45 1.04 2.77 562
|
||||
2 12.34 2.45 2.46 21 98 2.56 2.11 .34 1.31 2.8 .8 3.38 438
|
||||
2 11.82 1.72 1.88 19.5 86 2.5 1.64 .37 1.42 2.06 .94 2.44 415
|
||||
2 12.51 1.73 1.98 20.5 85 2.2 1.92 .32 1.48 2.94 1.04 3.57 672
|
||||
2 12.42 2.55 2.27 22 90 1.68 1.84 .66 1.42 2.7 .86 3.3 315
|
||||
2 12.25 1.73 2.12 19 80 1.65 2.03 .37 1.63 3.4 1 3.17 510
|
||||
2 12.72 1.75 2.28 22.5 84 1.38 1.76 .48 1.63 3.3 .88 2.42 488
|
||||
2 12.22 1.29 1.94 19 92 2.36 2.04 .39 2.08 2.7 .86 3.02 312
|
||||
2 11.61 1.35 2.7 20 94 2.74 2.92 .29 2.49 2.65 .96 3.26 680
|
||||
2 11.46 3.74 1.82 19.5 107 3.18 2.58 .24 3.58 2.9 .75 2.81 562
|
||||
2 12.52 2.43 2.17 21 88 2.55 2.27 .26 1.22 2 .9 2.78 325
|
||||
2 11.76 2.68 2.92 20 103 1.75 2.03 .6 1.05 3.8 1.23 2.5 607
|
||||
2 11.41 .74 2.5 21 88 2.48 2.01 .42 1.44 3.08 1.1 2.31 434
|
||||
2 12.08 1.39 2.5 22.5 84 2.56 2.29 .43 1.04 2.9 .93 3.19 385
|
||||
2 11.03 1.51 2.2 21.5 85 2.46 2.17 .52 2.01 1.9 1.71 2.87 407
|
||||
2 11.82 1.47 1.99 20.8 86 1.98 1.6 .3 1.53 1.95 .95 3.33 495
|
||||
2 12.42 1.61 2.19 22.5 108 2 2.09 .34 1.61 2.06 1.06 2.96 345
|
||||
2 12.77 3.43 1.98 16 80 1.63 1.25 .43 .83 3.4 .7 2.12 372
|
||||
2 12 3.43 2 19 87 2 1.64 .37 1.87 1.28 .93 3.05 564
|
||||
2 11.45 2.4 2.42 20 96 2.9 2.79 .32 1.83 3.25 .8 3.39 625
|
||||
2 11.56 2.05 3.23 28.5 119 3.18 5.08 .47 1.87 6 .93 3.69 465
|
||||
2 12.42 4.43 2.73 26.5 102 2.2 2.13 .43 1.71 2.08 .92 3.12 365
|
||||
2 13.05 5.8 2.13 21.5 86 2.62 2.65 .3 2.01 2.6 .73 3.1 380
|
||||
2 11.87 4.31 2.39 21 82 2.86 3.03 .21 2.91 2.8 .75 3.64 380
|
||||
2 12.07 2.16 2.17 21 85 2.6 2.65 .37 1.35 2.76 .86 3.28 378
|
||||
2 12.43 1.53 2.29 21.5 86 2.74 3.15 .39 1.77 3.94 .69 2.84 352
|
||||
2 11.79 2.13 2.78 28.5 92 2.13 2.24 .58 1.76 3 .97 2.44 466
|
||||
2 12.37 1.63 2.3 24.5 88 2.22 2.45 .4 1.9 2.12 .89 2.78 342
|
||||
2 12.04 4.3 2.38 22 80 2.1 1.75 .42 1.35 2.6 .79 2.57 580
|
||||
3 12.86 1.35 2.32 18 122 1.51 1.25 .21 .94 4.1 .76 1.29 630
|
||||
3 12.88 2.99 2.4 20 104 1.3 1.22 .24 .83 5.4 .74 1.42 530
|
||||
3 12.81 2.31 2.4 24 98 1.15 1.09 .27 .83 5.7 .66 1.36 560
|
||||
3 12.7 3.55 2.36 21.5 106 1.7 1.2 .17 .84 5 .78 1.29 600
|
||||
3 12.51 1.24 2.25 17.5 85 2 .58 .6 1.25 5.45 .75 1.51 650
|
||||
3 12.6 2.46 2.2 18.5 94 1.62 .66 .63 .94 7.1 .73 1.58 695
|
||||
3 12.25 4.72 2.54 21 89 1.38 .47 .53 .8 3.85 .75 1.27 720
|
||||
3 12.53 5.51 2.64 25 96 1.79 .6 .63 1.1 5 .82 1.69 515
|
||||
3 13.49 3.59 2.19 19.5 88 1.62 .48 .58 .88 5.7 .81 1.82 580
|
||||
3 12.84 2.96 2.61 24 101 2.32 .6 .53 .81 4.92 .89 2.15 590
|
||||
3 12.93 2.81 2.7 21 96 1.54 .5 .53 .75 4.6 .77 2.31 600
|
||||
3 13.36 2.56 2.35 20 89 1.4 .5 .37 .64 5.6 .7 2.47 780
|
||||
3 13.52 3.17 2.72 23.5 97 1.55 .52 .5 .55 4.35 .89 2.06 520
|
||||
3 13.62 4.95 2.35 20 92 2 .8 .47 1.02 4.4 .91 2.05 550
|
||||
3 12.25 3.88 2.2 18.5 112 1.38 .78 .29 1.14 8.21 .65 2 855
|
||||
3 13.16 3.57 2.15 21 102 1.5 .55 .43 1.3 4 .6 1.68 830
|
||||
3 13.88 5.04 2.23 20 80 .98 .34 .4 .68 4.9 .58 1.33 415
|
||||
3 12.87 4.61 2.48 21.5 86 1.7 .65 .47 .86 7.65 .54 1.86 625
|
||||
3 13.32 3.24 2.38 21.5 92 1.93 .76 .45 1.25 8.42 .55 1.62 650
|
||||
3 13.08 3.9 2.36 21.5 113 1.41 1.39 .34 1.14 9.40 .57 1.33 550
|
||||
3 13.5 3.12 2.62 24 123 1.4 1.57 .22 1.25 8.60 .59 1.3 500
|
||||
3 12.79 2.67 2.48 22 112 1.48 1.36 .24 1.26 10.8 .48 1.47 480
|
||||
3 13.11 1.9 2.75 25.5 116 2.2 1.28 .26 1.56 7.1 .61 1.33 425
|
||||
3 13.23 3.3 2.28 18.5 98 1.8 .83 .61 1.87 10.52 .56 1.51 675
|
||||
3 12.58 1.29 2.1 20 103 1.48 .58 .53 1.4 7.6 .58 1.55 640
|
||||
3 13.17 5.19 2.32 22 93 1.74 .63 .61 1.55 7.9 .6 1.48 725
|
||||
3 13.84 4.12 2.38 19.5 89 1.8 .83 .48 1.56 9.01 .57 1.64 480
|
||||
3 12.45 3.03 2.64 27 97 1.9 .58 .63 1.14 7.5 .67 1.73 880
|
||||
3 14.34 1.68 2.7 25 98 2.8 1.31 .53 2.7 13 .57 1.96 660
|
||||
3 13.48 1.67 2.64 22.5 89 2.6 1.1 .52 2.29 11.75 .57 1.78 620
|
||||
3 12.36 3.83 2.38 21 88 2.3 .92 .5 1.04 7.65 .56 1.58 520
|
||||
3 13.69 3.26 2.54 20 107 1.83 .56 .5 .8 5.88 .96 1.82 680
|
||||
3 12.85 3.27 2.58 22 106 1.65 .6 .6 .96 5.58 .87 2.11 570
|
||||
3 12.96 3.45 2.35 18.5 106 1.39 .7 .4 .94 5.28 .68 1.75 675
|
||||
3 13.78 2.76 2.3 22 90 1.35 .68 .41 1.03 9.58 .7 1.68 615
|
||||
3 13.73 4.36 2.26 22.5 88 1.28 .47 .52 1.15 6.62 .78 1.75 520
|
||||
3 13.45 3.7 2.6 23 111 1.7 .92 .43 1.46 10.68 .85 1.56 695
|
||||
3 12.82 3.37 2.3 19.5 88 1.48 .66 .4 .97 10.26 .72 1.75 685
|
||||
3 13.58 2.58 2.69 24.5 105 1.55 .84 .39 1.54 8.66 .74 1.8 750
|
||||
3 13.4 4.6 2.86 25 112 1.98 .96 .27 1.11 8.5 .67 1.92 630
|
||||
3 12.2 3.03 2.32 19 96 1.25 .49 .4 .73 5.5 .66 1.83 510
|
||||
3 12.77 2.39 2.28 19.5 86 1.39 .51 .48 .64 9.899999 .57 1.63 470
|
||||
3 14.16 2.51 2.48 20 91 1.68 .7 .44 1.24 9.7 .62 1.71 660
|
||||
3 13.71 5.65 2.45 20.5 95 1.68 .61 .52 1.06 7.7 .64 1.74 740
|
||||
3 13.4 3.91 2.48 23 102 1.8 .75 .43 1.41 7.3 .7 1.56 750
|
||||
3 13.27 4.28 2.26 20 120 1.59 .69 .43 1.35 10.2 .59 1.56 835
|
||||
3 13.17 2.59 2.37 20 120 1.65 .68 .53 1.46 9.3 .6 1.62 840
|
||||
3 14.13 4.1 2.74 24.5 96 2.05 .76 .56 1.35 9.2 .61 1.6 560
|
||||
100
data/tanveer/wine/wine.names
Executable file
100
data/tanveer/wine/wine.names
Executable file
@@ -0,0 +1,100 @@
|
||||
1. Title of Database: Wine recognition data
|
||||
Updated Sept 21, 1998 by C.Blake : Added attribute information
|
||||
|
||||
2. Sources:
|
||||
(a) Forina, M. et al, PARVUS - An Extendible Package for Data
|
||||
Exploration, Classification and Correlation. Institute of Pharmaceutical
|
||||
and Food Analysis and Technologies, Via Brigata Salerno,
|
||||
16147 Genoa, Italy.
|
||||
|
||||
(b) Stefan Aeberhard, email: stefan@coral.cs.jcu.edu.au
|
||||
(c) July 1991
|
||||
3. Past Usage:
|
||||
|
||||
(1)
|
||||
S. Aeberhard, D. Coomans and O. de Vel,
|
||||
Comparison of Classifiers in High Dimensional Settings,
|
||||
Tech. Rep. no. 92-02, (1992), Dept. of Computer Science and Dept. of
|
||||
Mathematics and Statistics, James Cook University of North Queensland.
|
||||
(Also submitted to Technometrics).
|
||||
|
||||
The data was used with many others for comparing various
|
||||
classifiers. The classes are separable, though only RDA
|
||||
has achieved 100% correct classification.
|
||||
(RDA : 100%, QDA 99.4%, LDA 98.9%, 1NN 96.1% (z-transformed data))
|
||||
(All results using the leave-one-out technique)
|
||||
|
||||
In a classification context, this is a well posed problem
|
||||
with "well behaved" class structures. A good data set
|
||||
for first testing of a new classifier, but not very
|
||||
challenging.
|
||||
|
||||
(2)
|
||||
S. Aeberhard, D. Coomans and O. de Vel,
|
||||
"THE CLASSIFICATION PERFORMANCE OF RDA"
|
||||
Tech. Rep. no. 92-01, (1992), Dept. of Computer Science and Dept. of
|
||||
Mathematics and Statistics, James Cook University of North Queensland.
|
||||
(Also submitted to Journal of Chemometrics).
|
||||
|
||||
Here, the data was used to illustrate the superior performance of
|
||||
the use of a new appreciation function with RDA.
|
||||
|
||||
4. Relevant Information:
|
||||
|
||||
-- These data are the results of a chemical analysis of
|
||||
wines grown in the same region in Italy but derived from three
|
||||
different cultivars.
|
||||
The analysis determined the quantities of 13 constituents
|
||||
found in each of the three types of wines.
|
||||
|
||||
-- I think that the initial data set had around 30 variables, but
|
||||
for some reason I only have the 13 dimensional version.
|
||||
I had a list of what the 30 or so variables were, but a.)
|
||||
I lost it, and b.), I would not know which 13 variables
|
||||
are included in the set.
|
||||
|
||||
-- The attributes are (dontated by Riccardo Leardi,
|
||||
riclea@anchem.unige.it )
|
||||
1) Alcohol
|
||||
2) Malic acid
|
||||
3) Ash
|
||||
4) Alcalinity of ash
|
||||
5) Magnesium
|
||||
6) Total phenols
|
||||
7) Flavanoids
|
||||
8) Nonflavanoid phenols
|
||||
9) Proanthocyanins
|
||||
10)Color intensity
|
||||
11)Hue
|
||||
12)OD280/OD315 of diluted wines
|
||||
13)Proline
|
||||
|
||||
5. Number of Instances
|
||||
|
||||
class 1 59
|
||||
class 2 71
|
||||
class 3 48
|
||||
|
||||
6. Number of Attributes
|
||||
|
||||
13
|
||||
|
||||
7. For Each Attribute:
|
||||
|
||||
All attributes are continuous
|
||||
|
||||
No statistics available, but suggest to standardise
|
||||
variables for certain uses (e.g. for us with classifiers
|
||||
which are NOT scale invariant)
|
||||
|
||||
NOTE: 1st attribute is class identifier (1-3)
|
||||
|
||||
8. Missing Attribute Values:
|
||||
|
||||
None
|
||||
|
||||
9. Class Distribution: number of instances per class
|
||||
|
||||
class 1 59
|
||||
class 2 71
|
||||
class 3 48
|
||||
8
data/tanveer/wine/wine.txt
Executable file
8
data/tanveer/wine/wine.txt
Executable file
@@ -0,0 +1,8 @@
|
||||
n_entradas= 13
|
||||
n_clases= 3
|
||||
n_arquivos= 1
|
||||
fich1= wine_R.dat
|
||||
n_patrons1= 178
|
||||
n_patrons_entrena= 89
|
||||
n_patrons_valida= 89
|
||||
n_conxuntos= 1
|
||||
179
data/tanveer/wine/wine_R.dat
Executable file
179
data/tanveer/wine/wine_R.dat
Executable file
@@ -0,0 +1,179 @@
|
||||
f1 f2 f3 f4 f5 f6 f7 f8 f9 f10 f11 f12 f13 clase
|
||||
1 1.51434 -0.560668 0.2314 -1.1663 1.90852 0.806722 1.03191 -0.657708 1.22144 0.251009 0.361158 1.84272 1.01016 0
|
||||
2 0.245597 -0.498009 -0.825667 -2.48384 0.018094 0.567048 0.731565 -0.818411 -0.543189 -0.292496 0.404908 1.11032 0.962526 0
|
||||
3 0.196325 0.0211715 1.10621 -0.267982 0.0881098 0.806722 1.21211 -0.497005 2.12996 0.268263 0.317409 0.786369 1.39122 0
|
||||
4 1.68679 -0.345835 0.486554 -0.806975 0.9283 2.48444 1.4624 -0.979113 1.02925 1.18273 -0.426341 1.18074 2.32801 0
|
||||
5 0.294868 0.227053 1.83523 0.450674 1.27838 0.806722 0.661485 0.226158 0.400275 -0.318377 0.361158 0.448336 -0.0377675 0
|
||||
6 1.47739 -0.515911 0.304301 -1.28608 0.858284 1.5577 1.36229 -0.175599 0.662349 0.729811 0.404908 0.335659 2.23274 0
|
||||
7 1.71143 -0.417446 0.304301 -1.46574 -0.261969 0.327374 0.491291 -0.497005 0.67982 0.082781 0.273659 1.36384 1.72465 0
|
||||
8 1.30494 -0.166807 0.88751 -0.567423 1.48843 0.487157 0.48128 -0.416654 -0.595603 -0.0034896 0.448658 1.36384 1.74053 0
|
||||
9 2.25341 -0.623328 -0.716315 -1.64541 -0.191954 0.806722 0.951817 -0.577356 0.67982 0.0612134 0.536158 0.335659 0.946649 0
|
||||
10 1.05858 -0.882918 -0.35181 -1.04653 -0.121938 1.09433 1.12201 -1.13982 0.45269 0.932547 0.229909 1.32159 0.946649 0
|
||||
11 1.35421 -0.157856 -0.242458 -0.447646 0.368173 1.0464 1.29221 -1.13982 1.37868 0.298458 1.27991 0.786369 2.42327 0
|
||||
12 1.37884 -0.76655 -0.169557 -0.806975 -0.331985 -0.151973 0.401188 -0.818411 -0.0365136 -0.0250573 0.929908 0.293405 1.6929 0
|
||||
13 0.923081 -0.542765 0.158499 -1.04653 -0.75208 0.487157 0.731565 -0.577356 0.382804 0.233755 0.842408 0.406082 1.81992 0
|
||||
14 2.15487 -0.542765 0.0855974 -2.42395 -0.612049 1.28607 1.66263 0.547563 2.12996 0.147484 1.27991 0.166643 1.28008 0
|
||||
15 1.69911 -0.417446 0.0491469 -2.24429 0.158126 1.60563 1.61257 -0.577356 2.39203 1.05333 1.06116 0.546929 2.54077 0
|
||||
16 0.775267 -0.471154 1.21557 -0.687199 0.858284 0.886613 0.881737 -0.497005 -0.228701 0.967055 1.41116 0.377913 1.78817 0
|
||||
17 1.60057 -0.372689 1.28847 0.151234 1.41841 0.806722 1.112 -0.255951 0.662349 0.492567 0.492408 0.053965 1.6929 0
|
||||
18 1.02162 -0.685988 0.923961 0.151234 1.06833 1.0464 1.3723 0.306509 0.22556 0.665108 0.754908 -0.0587126 1.21657 0
|
||||
19 1.46507 -0.668085 0.413653 -0.896807 0.578221 1.60563 1.9029 -0.336302 0.470162 1.57095 1.19241 0.293405 2.96311 0
|
||||
20 0.787585 0.683574 0.705257 -1.28608 1.13835 0.646939 1.00187 -1.54157 0.12073 0.0180781 0.0111587 1.05398 0.311541 0
|
||||
21 1.30494 -0.632279 -0.315359 -1.04653 1.83851 1.12629 1.14203 -0.979113 0.889479 0.255322 0.579908 1.54694 0.105132 0
|
||||
22 -0.0869865 1.31017 1.03331 -0.267982 0.158126 0.18357 0.381165 -0.898762 0.67982 -0.240734 0.317409 1.27933 0.0733763 0
|
||||
23 0.87381 -0.426398 -0.0237543 -0.866863 0.0881098 0.503135 0.851702 -0.738059 0.173145 -0.542681 0.667408 1.9554 0.914893 0
|
||||
24 -0.18553 -0.659133 0.559455 -0.507534 -0.331985 0.295418 0.34112 -0.818411 -0.228701 -0.486605 0.579908 1.43427 0.851383 0
|
||||
25 0.615134 -0.471154 0.88751 0.151234 -0.261969 0.375309 0.581394 -0.657708 0.12073 -0.66346 0.711158 1.70187 0.311541 0
|
||||
26 0.0608283 -0.256321 3.111 1.64844 1.69847 0.535092 0.651474 0.868969 0.574991 -0.637579 0.754908 0.828623 0.263908 0
|
||||
27 0.479637 -0.50696 0.923961 -1.01658 -0.472017 0.886613 0.911771 -0.175599 -0.246172 -0.111328 -0.163841 0.856793 1.42298 0
|
||||
28 0.368776 -0.551717 -0.825667 -0.747087 -0.402001 0.167592 0.160914 -0.738059 -0.420888 -0.477978 0.273659 0.222981 1.70878 0
|
||||
29 1.0709 -0.390592 1.58007 -0.02843 0.508205 1.0464 0.941805 0.0654548 0.295446 -0.240734 1.27991 1.11032 0.533829 0
|
||||
30 1.25566 -0.587522 -0.570513 -1.04653 -0.261969 0.567048 0.301074 -0.818411 0.67982 -0.154463 0.361158 1.37793 0.914893 0
|
||||
31 0.898446 -0.748647 1.21557 0.899835 0.0881098 1.12629 1.22213 -0.577356 1.37868 0.27689 1.01741 0.138473 1.70878 0
|
||||
32 0.713677 -0.605425 -0.0237543 -0.118262 0.438189 0.902591 1.16206 -1.13982 0.627406 0.794514 0.579908 0.377913 2.43915 0
|
||||
33 0.836856 -0.453252 -0.0237543 -0.687199 0.298157 0.199549 0.661485 0.467212 0.662349 -0.525427 1.19241 0.363828 0.771994 0
|
||||
34 0.935399 -0.721793 1.21557 0.00151402 2.2586 1.0464 0.711542 1.11002 -0.420888 0.147484 1.27991 0.546929 1.55 0
|
||||
35 0.627452 -0.480106 1.03331 -0.148206 0.718252 0.0877008 0.501302 -0.577356 -0.0889283 -0.37014 0.623658 0.363828 1.10543 0
|
||||
36 0.590498 -0.471154 0.158499 0.300954 0.018094 0.646939 0.951817 -0.818411 0.470162 0.0180781 0.361158 1.20891 0.549707 0
|
||||
37 0.34414 -0.623328 1.72587 -1.19625 0.718252 0.487157 0.651474 -0.175599 -0.403416 -0.197599 0.579908 0.237066 0.422685 0
|
||||
38 0.0608283 -0.614377 0.668807 -0.447646 -0.121938 0.247483 0.401188 -0.577356 -0.263644 -0.348572 0.711158 -0.143221 1.13718 0
|
||||
39 0.0854641 -0.748647 -0.97147 -1.19625 -0.121938 0.167592 0.611428 -0.657708 -0.385945 -0.585816 0.973658 0.110304 0.86726 0
|
||||
40 1.50202 1.48025 0.523004 -1.88496 1.97854 1.12629 1.01189 -1.30052 0.854536 0.0180781 -0.295091 1.29342 0.0416209 0
|
||||
41 0.689041 -0.560668 -0.206007 -0.986639 1.20836 1.36596 1.26217 -0.175599 1.3088 0.462372 -0.0325913 1.08215 0.152765 0
|
||||
42 0.504273 1.34598 -0.898568 -0.208094 -0.682064 0.247483 0.651474 -0.738059 -0.193758 -0.335632 -0.207591 0.546929 0.914893 0
|
||||
43 1.08321 -0.399543 0.814609 -1.34597 0.0881098 1.52574 1.53248 -1.54157 0.190617 0.160425 -0.338841 1.33567 1.10543 0
|
||||
44 0.294868 1.4713 -0.278908 -0.597367 0.228141 0.55107 0.601417 -0.336302 0.12073 -0.301123 -0.601341 0.546929 -0.212422 0
|
||||
45 0.0608283 -0.50696 -0.97147 -0.747087 0.508205 1.12629 0.97184 -0.657708 0.767178 -0.00780313 -0.338841 1.03989 0.438563 0
|
||||
46 1.4897 1.525 0.26785 -0.17815 0.788268 0.886613 0.62144 -0.497005 -0.595603 0.0784675 -0.382591 1.01172 1.05779 0
|
||||
47 1.69911 1.12219 -0.315359 -1.04653 0.158126 1.52574 1.14203 -0.738059 1.04672 -0.0681926 0.361158 1.16666 1.01016 0
|
||||
48 1.10785 -0.587522 -0.898568 -1.04653 0.0881098 1.28607 1.36229 -1.22017 0.959365 0.449431 -0.207591 1.01172 0.756117 0
|
||||
49 1.35421 -0.283175 0.122048 -0.208094 0.228141 0.726831 0.891748 -0.336302 1.37868 0.492567 0.492408 0.194812 0.994282 0
|
||||
50 1.15712 -0.542765 -0.35181 -0.627311 0.578221 0.934548 1.51246 -0.336302 0.854536 1.65722 0.711158 0.687776 1.62939 0
|
||||
51 0.0608283 -0.542765 -1.19017 -2.12451 -0.542033 0.678896 1.24215 -1.54157 2.30467 0.92392 0.711158 0.420167 1.28008 0
|
||||
52 1.02162 -0.614377 0.85106 -0.687199 -0.402001 0.247483 0.961828 -1.13982 1.22144 0.233755 1.23616 1.06806 1.64527 0
|
||||
53 1.00931 -0.524863 0.194949 -1.64541 0.788268 2.53237 1.71269 -0.336302 0.487633 0.859217 0.229909 0.913131 1.4071 0
|
||||
54 0.947717 -0.390592 1.14266 -0.717143 1.06833 1.12629 0.7616 0.226158 0.155674 0.535702 0.754908 0.448336 1.99458 0
|
||||
55 0.910764 -0.596474 -0.424711 -0.926751 1.27838 0.487157 0.871725 -1.22017 0.0508442 0.341593 -0.163841 0.828623 0.994282 0
|
||||
56 0.689041 -0.542765 0.340752 0.300954 1.13835 1.06237 0.751588 -1.30052 1.50098 0.514134 0.0986586 0.589183 1.18481 0
|
||||
57 1.50202 -0.56962 -0.242458 -0.956695 1.27838 1.44585 0.97184 -0.818411 0.767178 0.57021 -0.0763412 0.983555 0.708483 0
|
||||
58 0.356458 -0.327932 1.14266 -0.806975 0.158126 1.12629 1.2021 -0.416654 0.12073 0.406296 0.492408 0.321574 1.66114 0
|
||||
59 0.886128 -0.811307 0.486554 -0.836919 0.578221 1.76542 1.64261 -1.38087 0.78465 0.751378 -0.295091 0.363828 1.70878 0
|
||||
60 -0.776789 -1.24992 -3.66881 -2.6635 -0.822096 -0.503494 -1.46094 -0.657708 -2.04574 -1.34068 0.404908 -1.11506 -0.720508 1
|
||||
61 -0.826061 -1.1067 -0.315359 -1.04653 0.0881098 -0.391646 -0.940343 2.15459 -2.06321 -0.771298 1.27991 -1.32634 -0.212422 1
|
||||
62 -0.444206 -0.873967 -1.26307 -0.806975 0.018094 -0.439581 -0.619977 1.35108 -1.69631 0.298458 0.0986586 -1.43901 -0.942795 1
|
||||
63 0.824538 -0.972432 -1.62758 -0.447646 -0.402001 -0.311755 -0.239543 -0.336302 -1.50412 -0.542681 1.19241 -0.213644 -0.371199 1
|
||||
64 -0.776789 -1.07985 -0.752766 -0.148206 -0.892112 1.9252 1.07195 -1.38087 0.487633 -0.262302 1.14866 0.363828 -1.03806 1
|
||||
65 -1.02315 -0.793404 0.595906 -0.148206 0.298157 -0.647298 -0.279589 0.708266 -0.979978 -0.909331 2.15491 -0.537592 -1.24447 1
|
||||
66 -0.776789 -1.00824 0.705257 -0.417702 -0.121938 0.199549 0.62144 0.0654548 0.854536 -0.197599 1.01741 -0.438999 -0.218773 1
|
||||
67 0.134736 -1.18726 -2.42949 -1.34597 -1.52225 1.09433 1.15205 -0.818411 1.20397 0.104349 0.711158 0.800454 -0.777667 1
|
||||
68 -0.776789 -1.04404 -1.62758 0.0314581 -1.52225 -0.295777 -0.0293031 -0.738059 -0.962506 -0.16309 0.711158 1.22299 -0.752263 1
|
||||
69 0.418047 -1.24992 -0.0237543 -0.747087 0.718252 0.375309 -0.730103 1.51178 -2.04574 -0.814434 0.273659 -0.960133 0.00986557 1
|
||||
70 -0.973876 -1.02614 -2.24724 -0.806975 3.5889 -0.711211 -0.750126 -1.78263 1.58834 -0.952467 1.41116 0.645522 -0.0917516 1
|
||||
71 -0.875332 -0.650182 -0.570513 0.27101 0.228141 -1.90958 -1.01042 0.0654548 -0.228701 -0.866196 -0.225091 -1.11506 0.39093 1
|
||||
72 1.05858 -0.739696 1.10621 1.64844 -0.962128 1.0464 0.83168 -1.22017 0.487633 -0.723849 1.76116 0.772285 -1.06982 1
|
||||
73 0.602816 -0.605425 -0.461161 1.349 -0.892112 -0.663277 -0.189486 -0.738059 -0.979978 -0.568562 0.0986586 0.237066 -0.872933 1
|
||||
74 -0.0130791 -0.596474 0.85106 3.14564 2.74871 1.60563 0.861714 -1.22017 0.644877 -0.73679 1.54241 1.25116 0.756117 1
|
||||
75 -1.28182 -1.11565 -0.242458 0.450674 0.0881098 1.73346 0.110857 -1.86298 0.103259 -0.797179 0.142409 0.73003 0.441738 1
|
||||
76 -1.65136 -0.408495 -1.62758 -1.04653 -0.191954 -1.09469 -0.459794 -0.175599 -0.770319 -0.542681 1.19241 -0.664355 -1.01266 1
|
||||
77 0.0361925 -1.28573 -2.39304 -1.04653 -0.962128 -0.551429 0.000731172 -0.979113 -0.228701 -0.197599 1.01741 -0.185475 -1.12698 1
|
||||
78 -1.42964 0.495595 -0.497612 -0.447646 0.858284 -0.918928 -0.71008 0.547563 -1.11975 -1.03874 0.0111587 -0.129136 -0.784018 1
|
||||
79 -0.826061 -1.20517 -1.51823 -1.40586 2.53866 -0.63132 -0.179474 -0.095248 2.0426 -0.715222 0.448658 -0.424915 0.00986557 1
|
||||
80 -0.370298 1.37283 0.122048 1.04956 0.0881098 0.854656 0.521325 0.547563 0.627406 -1.07325 1.01741 0.73003 -0.901513 1
|
||||
81 -1.23255 -1.26783 -1.33598 -0.148206 -0.962128 0.199549 0.230994 -0.497005 -0.281115 -1.10344 1.84866 0.715946 -1.48899 1
|
||||
82 -0.345662 -0.471154 -0.606964 -0.208094 -0.962128 -0.151973 0.501302 -0.818411 0.312918 -0.499546 0.886158 0.744115 -0.104454 1
|
||||
83 -1.13401 -1.07985 0.523004 1.349 -1.52225 -0.471538 -0.449783 0.306509 -0.33353 -1.23285 1.54241 0.152558 -0.371199 1
|
||||
84 0.0608283 1.36388 -0.169557 0.899835 -1.03214 -1.03078 -0.439772 1.99389 0.0508442 -0.111328 -0.513841 -0.847456 -0.736385 1
|
||||
85 -1.42964 -1.29468 0.778159 -0.447646 -0.402001 -0.151973 0.180937 -1.13982 1.32627 -0.866196 -0.732591 0.659607 -0.720508 1
|
||||
86 -0.407252 -1.21412 -0.461161 -0.447646 -0.0519219 -0.151973 -0.0893717 -0.497005 -0.228701 -1.05168 1.19241 0.772285 -0.942795 1
|
||||
87 -1.03547 -0.650182 -0.206007 0.989667 -0.682064 -0.823059 -0.339657 0.547563 -0.0539851 -1.12501 1.62991 -0.495338 -0.799896 1
|
||||
88 -1.66368 -0.596474 0.923961 1.94788 -0.822096 -0.599364 -0.419749 0.306509 -0.438359 -1.0603 1.76116 0.842708 -0.587135 1
|
||||
89 -1.676 -0.24737 0.340752 0.630339 -1.10216 -0.551429 -0.339657 0.94932 -0.420888 -0.974034 0.186159 0.194812 -0.212422 1
|
||||
90 -1.13401 -0.900821 -0.242458 1.22922 -2.08238 -0.151973 -0.439772 0.467212 -0.368473 -1.43127 0.492408 0.842708 -0.387076 1
|
||||
91 -1.13401 -0.453252 -0.169557 -0.297926 -1.31221 -1.11067 -0.529874 1.27073 0.0857873 -1.14658 0.536158 -0.481254 -0.847529 1
|
||||
92 -1.23255 -0.739696 0.194949 0.750115 -0.962128 -1.35034 -0.78016 1.11002 0.0683157 -0.628952 0.404908 0.053965 -0.942795 1
|
||||
93 -0.382616 -0.721793 -0.38826 0.360842 -1.38222 -1.46219 -0.56992 1.75283 0.0508442 -0.866196 0.0111587 -0.777032 -0.799896 1
|
||||
94 -0.875332 0.441886 -0.534063 -0.447646 -0.822096 0.247483 0.220983 -0.898762 0.697292 -1.25441 0.842408 0.96947 -1.45088 1
|
||||
95 -1.70063 -0.31003 -0.315359 -0.447646 -0.121938 1.15824 0.230994 -1.54157 -0.420888 -0.779925 0.886158 0.490591 -1.27623 1
|
||||
96 -0.65361 -0.730744 -0.606964 -0.148206 4.35908 0.327374 0.241005 -0.336302 2.95112 -1.0603 0.886158 0.0257956 0.603691 1
|
||||
97 -1.46659 -0.193662 1.36137 0.600395 2.39863 -1.11067 -1.04046 -1.78263 -0.0539851 -1.10344 -0.0325913 -0.495338 -0.387076 1
|
||||
98 -0.875332 -0.82921 -1.40888 -1.04653 -1.03214 0.407266 0.471268 -0.577356 0.312918 -0.930899 1.19241 0.180727 -1.01266 1
|
||||
99 -0.776789 -1.13356 -0.97147 -0.297926 -0.822096 1.95716 1.7227 -0.979113 0.627406 -0.240734 0.361158 0.222981 -0.275933 1
|
||||
100 -0.875332 0.746233 -0.570513 -0.447646 -0.822096 0.886613 0.961828 0.708266 2.12996 -1.18971 2.02366 0.30749 -1.08252 1
|
||||
101 -1.13401 -0.229467 -2.42949 -0.597367 -0.191954 -0.104038 0.140891 -0.818411 -0.33353 -0.758358 1.36741 0.490591 -0.117156 1
|
||||
102 -0.493477 -0.891869 -1.70048 -0.297926 -0.822096 -1.35034 -0.670034 -0.577356 -0.420888 -1.12501 0.361158 0.222981 -0.587135 1
|
||||
103 -0.813743 0.101734 0.340752 0.450674 -0.121938 0.423244 0.0808226 -0.175599 -0.490774 -0.974034 -0.688841 1.08215 -0.980902 1
|
||||
104 -1.45427 -0.551717 -1.77338 0.00151402 -0.962128 0.327374 -0.389714 0.0654548 -0.298587 -1.29324 -0.0763412 -0.241814 -1.05394 1
|
||||
105 -0.604338 -0.542765 -1.40888 0.300954 -1.03214 -0.151973 -0.109395 -0.336302 -0.193758 -0.913645 0.361158 1.34976 -0.237826 1
|
||||
106 -0.7152 0.191248 -0.35181 0.750115 -0.682064 -0.982841 -0.189486 2.39565 -0.298587 -1.01717 -0.426341 0.96947 -1.37149 1
|
||||
107 -0.924604 -0.542765 -0.898568 -0.148206 -1.38222 -1.03078 0.000731172 0.0654548 0.0683157 -0.715222 0.186159 0.786369 -0.752263 1
|
||||
108 -0.345662 -0.524863 -0.315359 0.899835 -1.10216 -1.46219 -0.269577 0.94932 0.0683157 -0.758358 -0.338841 -0.269983 -0.822125 1
|
||||
109 -0.961558 -0.936626 -1.55468 -0.148206 -0.542033 0.103679 0.0107426 0.226158 0.854536 -1.01717 -0.426341 0.575099 -1.38102 1
|
||||
110 -1.71295 -0.882918 1.21557 0.151234 -0.402001 0.710852 0.891748 -0.577356 1.57087 -1.03874 0.0111587 0.913131 -0.212422 1
|
||||
111 -1.89772 1.25646 -1.99209 0.00151402 0.508205 1.41389 0.55136 -0.979113 3.47527 -0.930899 -0.907591 0.27932 -0.587135 1
|
||||
112 -0.592021 0.0838312 -0.716315 0.450674 -0.822096 0.407266 0.241005 -0.818411 -0.648018 -1.31912 -0.251341 0.237066 -1.33974 1
|
||||
113 -1.52818 0.307616 2.01748 0.151234 0.228141 -0.870994 0.000731172 1.91354 -0.945035 -0.542681 1.19241 -0.157305 -0.444236 1
|
||||
114 -1.95931 -1.42895 0.486554 0.450674 -0.822096 0.295418 -0.0192917 0.467212 -0.263644 -0.853255 0.623658 -0.424915 -0.993604 1
|
||||
115 -1.13401 -0.847112 0.486554 0.899835 -1.10216 0.423244 0.261028 0.547563 -0.962506 -0.930899 -0.120091 0.814539 -1.14921 1
|
||||
116 -2.42739 -0.739696 -0.606964 0.600395 -1.03214 0.263461 0.140891 1.27073 0.732235 -1.36225 3.29241 0.363828 -1.07934 1
|
||||
117 -1.45427 -0.775501 -1.37243 0.390786 -0.962128 -0.503494 -0.42976 -0.497005 -0.1064 -1.34068 -0.0325913 1.01172 -0.799896 1
|
||||
118 -0.7152 -0.650182 -0.643414 0.899835 0.578221 -0.471538 0.0607997 -0.175599 0.0333726 -1.29324 0.448658 0.490591 -1.27623 1
|
||||
119 -0.284073 0.978969 -1.40888 -1.04653 -1.38222 -1.06273 -0.78016 0.547563 -1.32941 -0.715222 -1.12634 -0.692524 -1.19049 1
|
||||
120 -1.23255 0.978969 -1.33598 -0.148206 -0.892112 -0.471538 -0.389714 0.0654548 0.487633 -1.62969 -0.120091 0.617353 -0.580784 1
|
||||
121 -1.91004 0.056977 0.194949 0.151234 -0.261969 0.966504 0.7616 -0.336302 0.417747 -0.779925 -0.688841 1.09623 -0.387076 1
|
||||
122 -1.77454 -0.256321 3.14745 2.69648 1.34839 1.41389 3.05422 0.868969 0.487633 0.406296 -0.120091 1.51877 -0.895162 1
|
||||
123 -0.7152 1.87411 1.32492 2.0976 0.158126 -0.151973 0.100845 0.547563 0.208088 -1.28461 -0.163841 0.715946 -1.21272 1
|
||||
124 0.0608283 3.10045 -0.862118 0.600395 -0.962128 0.519113 0.62144 -0.497005 0.732235 -1.0603 -0.995091 0.687776 -1.16508 1
|
||||
125 -1.39268 1.76669 0.0855974 0.450674 -1.24219 0.902591 1.00187 -1.22017 2.30467 -0.974034 -0.907591 1.44835 -1.16508 1
|
||||
126 -1.14633 -0.157856 -0.716315 0.450674 -1.03214 0.487157 0.62144 0.0654548 -0.420888 -0.991288 -0.426341 0.941301 -1.17143 1
|
||||
127 -0.702882 -0.721793 -0.278908 0.600395 -0.962128 0.710852 1.12201 0.226158 0.312918 -0.482292 -1.17009 0.321574 -1.254 1
|
||||
128 -1.49123 -0.18471 1.50717 2.69648 -0.542033 -0.263821 0.210971 1.75283 0.295446 -0.887764 0.0549087 -0.241814 -0.891987 1
|
||||
129 -0.776789 -0.632279 -0.242458 1.49872 -0.822096 -0.120016 0.421211 0.306509 0.540048 -1.26735 -0.295091 0.237066 -1.28575 1
|
||||
130 -1.18328 1.75774 0.0491469 0.750115 -1.38222 -0.311755 -0.279589 0.467212 -0.420888 -1.0603 -0.732591 -0.0587126 -0.529976 1
|
||||
131 -0.173212 -0.882918 -0.169557 -0.447646 1.55844 -1.25447 -0.78016 -1.22017 -1.13722 -0.413275 -0.863841 -1.86155 -0.371199 2
|
||||
132 -0.148576 0.585109 0.122048 0.151234 0.298157 -1.59001 -0.810194 -0.979113 -1.32941 0.147484 -0.951341 -1.67845 -0.688752 2
|
||||
133 -0.234801 -0.0235854 0.122048 1.349 -0.121938 -1.82969 -0.940343 -0.738059 -1.32941 0.27689 -1.30134 -1.76296 -0.593486 2
|
||||
134 -0.370298 1.08639 -0.0237543 0.600395 0.438189 -0.950885 -0.830217 -1.54157 -1.31194 -0.0250573 -0.776341 -1.86155 -0.466465 2
|
||||
135 -0.604338 -0.981383 -0.424711 -0.597367 -1.03214 -0.471538 -1.45093 1.91354 -0.595603 0.169052 -0.907591 -1.55169 -0.307688 2
|
||||
136 -0.493477 0.110685 -0.606964 -0.297926 -0.402001 -1.07871 -1.37083 2.15459 -1.13722 0.880784 -0.995091 -1.4531 -0.164789 2
|
||||
137 -0.924604 2.1337 0.632356 0.450674 -0.75208 -1.46219 -1.56105 1.35108 -1.38182 -0.521113 -0.907591 -1.88972 -0.0854005 2
|
||||
138 -0.579703 2.84086 0.996862 1.64844 -0.261969 -0.807081 -1.4309 2.15459 -0.857677 -0.0250573 -0.601341 -1.29817 -0.736385 2
|
||||
139 0.602816 1.12219 -0.643414 0.00151402 -0.822096 -1.07871 -1.55104 1.75283 -1.24205 0.27689 -0.645091 -1.11506 -0.529976 2
|
||||
140 -0.197848 0.558254 0.88751 1.349 0.0881098 0.0397661 -1.4309 1.35108 -1.36435 -0.0595655 -0.295091 -0.65027 -0.49822 2
|
||||
141 -0.0869865 0.423984 1.21557 0.450674 -0.261969 -1.20654 -1.53102 1.35108 -1.46918 -0.197599 -0.820091 -0.424915 -0.466465 2
|
||||
142 0.442683 0.200199 -0.0602049 0.151234 -0.75208 -1.43023 -1.53102 0.0654548 -1.66137 0.233755 -1.12634 -0.19956 0.105132 2
|
||||
143 0.63977 0.746233 1.28847 1.19928 -0.191954 -1.19056 -1.51099 1.11002 -1.81861 -0.305437 -0.295091 -0.777032 -0.720508 2
|
||||
144 0.762949 2.33958 -0.0602049 0.151234 -0.542033 -0.471538 -1.23067 0.868969 -0.997449 -0.283869 -0.207591 -0.791117 -0.625242 2
|
||||
145 -0.924604 1.38178 -0.606964 -0.297926 0.858284 -1.46219 -1.2507 -0.577356 -0.787791 1.35959 -1.34509 -0.86154 0.343297 2
|
||||
146 0.196325 1.10429 -0.789217 0.450674 0.158126 -1.27045 -1.48096 0.547563 -0.508246 -0.45641 -1.56384 -1.31225 0.263908 2
|
||||
147 1.08321 2.42014 -0.497612 0.151234 -1.38222 -2.10132 -1.6912 0.306509 -1.59148 -0.0681926 -1.65134 -1.80522 -1.05394 2
|
||||
148 -0.160894 2.03523 0.413653 0.600395 -0.962128 -0.950885 -1.38085 0.868969 -1.27699 1.11803 -1.82634 -1.05873 -0.387076 2
|
||||
149 0.393412 0.808893 0.0491469 0.600395 -0.542033 -0.583385 -1.27072 0.708266 -0.595603 1.45017 -1.78259 -1.39676 -0.307688 2
|
||||
150 0.097782 1.39968 -0.0237543 0.600395 0.9283 -1.41425 -0.64 -0.175599 -0.787791 1.8729 -1.69509 -1.80522 -0.625242 2
|
||||
151 0.615134 0.701476 0.923961 1.349 1.62846 -1.43023 -0.459794 -1.13982 -0.595603 1.52781 -1.60759 -1.84747 -0.784018 2
|
||||
152 -0.259437 0.298664 0.413653 0.750115 0.858284 -1.30241 -0.670034 -0.979113 -0.578132 2.47679 -2.08884 -1.60803 -0.847529 2
|
||||
153 0.134736 -0.390592 1.39782 1.79816 1.13835 -0.151973 -0.750126 -0.818411 -0.0539851 0.880784 -1.52009 -1.80522 -1.02218 2
|
||||
154 0.282551 0.862601 -0.315359 -0.297926 -0.121938 -0.791103 -1.20064 1.99389 0.487633 2.35601 -1.73884 -1.55169 -0.2283 2
|
||||
155 -0.518113 -0.936626 -0.97147 0.151234 0.228141 -1.30241 -1.45093 1.35108 -0.33353 1.09646 -1.65134 -1.49535 -0.339443 2
|
||||
156 0.208643 2.55441 -0.169557 0.750115 -0.472017 -0.886972 -1.40087 1.99389 -0.0714567 1.22587 -1.56384 -1.59394 -0.0695228 2
|
||||
157 1.03394 1.59661 0.0491469 0.00151402 -0.75208 -0.791103 -1.20064 0.94932 -0.0539851 1.70467 -1.69509 -1.36859 -0.847529 2
|
||||
158 -0.678246 0.620914 0.996862 2.24732 -0.191954 -0.63132 -1.45093 2.15459 -0.787791 1.05333 -1.25759 -1.24183 0.422685 2
|
||||
159 1.64984 -0.587522 1.21557 1.64844 -0.121938 0.806722 -0.720092 1.35108 1.93777 3.42577 -1.69509 -0.917879 -0.275933 2
|
||||
160 0.590498 -0.596474 0.996862 0.899835 -0.75208 0.487157 -0.930331 1.27073 1.22144 2.88658 -1.69509 -1.1714 -0.402954 2
|
||||
161 -0.789107 1.33702 0.0491469 0.450674 -0.822096 0.00780959 -1.11054 1.11002 -0.962506 1.11803 -1.73884 -1.4531 -0.720508 2
|
||||
162 0.849174 0.826796 0.632356 0.151234 0.508205 -0.743168 -1.47095 1.11002 -1.38182 0.354534 0.0111587 -1.11506 -0.212422 2
|
||||
163 -0.18553 0.835747 0.778159 0.750115 0.438189 -1.03078 -1.4309 1.91354 -1.10228 0.225128 -0.382591 -0.706609 -0.561731 2
|
||||
164 -0.0500328 0.996872 -0.0602049 -0.297926 0.438189 -1.44621 -1.33079 0.306509 -1.13722 0.0957216 -1.21384 -1.21366 -0.2283 2
|
||||
165 0.960035 0.379227 -0.242458 0.750115 -0.682064 -1.51012 -1.35081 0.38686 -0.979978 1.95054 -1.12634 -1.31225 -0.418832 2
|
||||
166 0.898446 1.81145 -0.38826 0.899835 -0.822096 -1.62197 -1.56105 1.27073 -0.770319 0.673735 -0.776341 -1.21366 -0.720508 2
|
||||
167 0.553544 1.22066 0.85106 1.04956 0.788268 -0.950885 -1.11054 0.547563 -0.228701 2.42503 -0.470091 -1.48127 -0.164789 2
|
||||
168 -0.222483 0.925261 -0.242458 0.00151402 -0.822096 -1.30241 -1.37083 0.306509 -1.08481 2.24386 -1.03884 -1.21366 -0.196544 2
|
||||
169 0.713677 0.218102 1.17912 1.49872 0.368173 -1.19056 -1.19063 0.226158 -0.0889283 1.5537 -0.951341 -1.14323 0.00986557 2
|
||||
170 0.491955 2.02628 1.79878 1.64844 0.858284 -0.503494 -1.07049 -0.738059 -0.840205 1.48468 -1.25759 -0.974218 -0.371199 2
|
||||
171 -0.986193 0.620914 -0.169557 -0.148206 -0.261969 -1.66991 -1.54103 0.306509 -1.50412 0.190619 -1.30134 -1.10098 -0.752263 2
|
||||
172 -0.284073 0.0480257 -0.315359 0.00151402 -0.962128 -1.44621 -1.52101 0.94932 -1.66137 2.08857 -1.69509 -1.38267 -0.879284 2
|
||||
173 1.42812 0.155442 0.413653 0.151234 -0.612049 -0.982841 -1.33079 0.627915 -0.613075 2.0023 -1.47634 -1.27 -0.275933 2
|
||||
174 0.87381 2.96618 0.304301 0.300954 -0.331985 -0.982841 -1.42089 1.27073 -0.927563 1.1396 -1.38884 -1.22774 -0.0218898 2
|
||||
175 0.491955 1.40864 0.413653 1.04956 0.158126 -0.791103 -1.28073 0.547563 -0.316058 0.967055 -1.12634 -1.48127 0.00986557 2
|
||||
176 0.331822 1.73984 -0.38826 0.151234 1.41841 -1.12665 -1.3408 0.547563 -0.420888 2.21798 -1.60759 -1.48127 0.279786 2
|
||||
177 0.208643 0.227053 0.0126963 0.151234 1.41841 -1.03078 -1.35081 1.35108 -0.228701 1.82976 -1.56384 -1.39676 0.295664 2
|
||||
178 1.39116 1.57871 1.36137 1.49872 -0.261969 -0.391646 -1.27072 1.59213 -0.420888 1.78663 -1.52009 -1.42493 -0.593486 2
|
||||
Reference in New Issue
Block a user