mirror of
https://github.com/Doctorado-ML/Stree_datasets.git
synced 2025-08-17 16:36:02 +00:00
Commit Inicial
This commit is contained in:
2
data/tanveer/lung-cancer/conxuntos.dat
Executable file
2
data/tanveer/lung-cancer/conxuntos.dat
Executable file
@@ -0,0 +1,2 @@
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6 5 4 8 1 16 17 19 9 12 18 24 30 27 25 28
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7 3 0 2 11 21 10 15 13 14 20 26 22 23 29 31
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8
data/tanveer/lung-cancer/conxuntos_kfold.dat
Executable file
8
data/tanveer/lung-cancer/conxuntos_kfold.dat
Executable file
@@ -0,0 +1,8 @@
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6 0 8 3 4 5 2 20 9 10 18 14 13 17 19 16 27 25 23 26 30 28 24 22
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7 1 21 15 12 11 29 31
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4 3 8 2 6 5 0 20 17 14 18 19 11 10 16 15 22 26 30 29 25 24 27 23
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7 1 12 21 13 9 28 31
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6 1 4 3 7 8 2 18 12 9 20 21 16 11 10 15 31 29 24 30 28 23 26 25
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5 0 13 17 14 19 27 22
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8 4 0 3 5 6 1 9 12 13 18 19 16 17 21 11 26 24 30 23 28 27 22 25
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2 7 15 10 20 14 29 31
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32
data/tanveer/lung-cancer/le_datos.m
Executable file
32
data/tanveer/lung-cancer/le_datos.m
Executable file
@@ -0,0 +1,32 @@
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printf('lendo problema %s ...\n', problema);
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n_entradas= 56; n_clases= 3; n_fich= 1; fich{1}= 'lung-cancer.data'; n_patrons(1)= 32;
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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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% printf('cl= %i: ', cl(i_fich,i))
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for j = 1:n_entradas
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t = fscanf(f,'%s',1);
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if t ~= '?'
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fseek(f,-1,SEEK_CUR); x(i_fich,i,j) = fscanf(f, '%i',1);
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else
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x(i_fich,i,j) = 0;
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end
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% printf('%g ', x(i_fich,i,j))
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end
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% printf('\n')
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% if i==2 exit end
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end
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fclose(f);
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end
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91
data/tanveer/lung-cancer/lung-cancer.arff
Executable file
91
data/tanveer/lung-cancer/lung-cancer.arff
Executable file
@@ -0,0 +1,91 @@
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@relation lung-cancer
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@attribute 'f1' real
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@attribute 'f2' real
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@attribute 'f3' real
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@attribute 'f4' real
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@attribute 'f5' real
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@attribute 'f6' real
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@attribute 'f7' real
|
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@attribute 'f8' real
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@attribute 'f9' real
|
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@attribute 'f10' real
|
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@attribute 'f11' real
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@attribute 'f12' real
|
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@attribute 'f13' real
|
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@attribute 'f14' real
|
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@attribute 'f15' real
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@attribute 'f16' real
|
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@attribute 'f17' real
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@attribute 'f18' real
|
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@attribute 'f19' real
|
||||
@attribute 'f20' real
|
||||
@attribute 'f21' real
|
||||
@attribute 'f22' real
|
||||
@attribute 'f23' real
|
||||
@attribute 'f24' real
|
||||
@attribute 'f25' real
|
||||
@attribute 'f26' real
|
||||
@attribute 'f27' real
|
||||
@attribute 'f28' real
|
||||
@attribute 'f29' real
|
||||
@attribute 'f30' real
|
||||
@attribute 'f31' real
|
||||
@attribute 'f32' real
|
||||
@attribute 'f33' real
|
||||
@attribute 'f34' real
|
||||
@attribute 'f35' real
|
||||
@attribute 'f36' real
|
||||
@attribute 'f37' real
|
||||
@attribute 'f38' real
|
||||
@attribute 'f39' real
|
||||
@attribute 'f40' real
|
||||
@attribute 'f41' real
|
||||
@attribute 'f42' real
|
||||
@attribute 'f43' real
|
||||
@attribute 'f44' real
|
||||
@attribute 'f45' real
|
||||
@attribute 'f46' real
|
||||
@attribute 'f47' real
|
||||
@attribute 'f48' real
|
||||
@attribute 'f49' real
|
||||
@attribute 'f50' real
|
||||
@attribute 'f51' real
|
||||
@attribute 'f52' real
|
||||
@attribute 'f53' real
|
||||
@attribute 'f54' real
|
||||
@attribute 'f55' real
|
||||
@attribute 'f56' real
|
||||
@attribute 'clase' {0,1,2}
|
||||
@data
|
||||
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|
||||
-0.176777,-2.48383,-0.0303026,-0.309672,-0.615692,1.10124,1.16458,0.785358,-0.303458,1.06042,0.744024,0.109512,-1.17084,1.10124,1.04073,-0.584046,0.372012,0.372012,-0.556826,-1.13636,0.568258,0.472819,0.568258,-0.526415,0.483978,-1.17084,1.45988,-0.110737,1.24584,-0.611367,-1.46521,-1.46521,0.443468,-0.986117,-0.883883,0.584046,0.451131,-1.00497,0.0659103,0,0.660745,-1.20546,-0.176777,0.254133,0.0780562,0.143568,-0.254133,-0.254133,0,0,0,-1.88384,-1.88384,0.868028,0.472819,-1.57343,1
|
||||
-0.176777,-0.677408,-1.96967,-1.72531,1.57343,1.10124,1.16458,0.785358,-0.303458,1.06042,-0.744024,0.109512,1.32696,1.10124,1.04073,-0.584046,0.372012,0.372012,-0.556826,-1.13636,0.568258,0.472819,0.568258,1.00497,-1.23683,-1.17084,-0.663582,1.66105,-0.230712,-0.611367,-1.46521,-1.46521,0.443468,-0.986117,1.94454,-1.2849,-0.992488,0.526415,0.0659103,0,-0.965704,0.401819,-0.176777,-1.77893,0.0780562,0.143568,-0.254133,-0.254133,0,0,-1.9685,0.348859,0.348859,-1.11604,0.472819,0.615692,1
|
||||
-0.176777,1.12901,0.93938,1.10597,-0.615692,-0.254133,-1.49732,0.785358,-0.303458,-0.725553,2.23207,2.44576,1.32696,1.10124,1.04073,-0.584046,0.372012,0.372012,-0.556826,-1.13636,0.568258,0.472819,-1.70477,-0.526415,0.483978,0.0780562,1.45988,1.66105,1.24584,2.18345,0.767489,0.767489,0.443468,0.385872,0.53033,0.584046,-0.992488,0.526415,-2.04322,0,-0.965704,0.401819,-0.176777,0.254133,0.0780562,0.143568,-0.254133,-0.254133,-2.78388,0,0,0.348859,0.348859,0.868028,-2.04888,0.615692,1
|
||||
-0.176777,-0.677408,0.93938,-0.309672,1.57343,-0.254133,-0.166369,-1.86006,-0.303458,-0.725553,-0.744024,0.109512,-1.17084,-0.254133,-0.291406,-0.584046,0.372012,0.372012,1.81896,0.941556,-1.70477,0.472819,-1.70477,-0.526415,-1.23683,-1.17084,-0.663582,-0.110737,1.24584,-0.611367,0.767489,0.767489,0.443468,-0.986117,-0.883883,-1.2849,1.89475,-1.00497,2.17504,2.27303,2.28719,2.00909,2.65165,2.28719,2.57585,2.44065,3.81199,3.81199,2.78388,2.78388,-1.9685,2.58155,2.58155,0.868028,0.472819,-1.57343,2
|
||||
-0.176777,-0.677408,0.93938,-0.309672,1.57343,-1.60951,-0.166369,-1.86006,-0.303458,-0.725553,0.744024,0.109512,-1.17084,-1.60951,-0.291406,1.2849,-2.60408,-2.60408,0.631069,0.941556,-1.70477,0.472819,-1.70477,-0.526415,0.483978,0.0780562,-0.663582,-0.110737,-0.230712,-0.611367,0.767489,0.767489,0.443468,0.385872,0.53033,0.584046,1.89475,2.0578,-2.04322,-2.27303,0.660745,0.401819,2.65165,0.254133,0.0780562,0.143568,-0.254133,-0.254133,0,0,0,0.348859,0.348859,0.868028,0.472819,-1.57343,2
|
||||
-0.176777,1.12901,0.93938,-0.309672,-0.615692,1.10124,1.16458,-1.86006,-0.303458,-0.725553,0.744024,0.109512,-1.17084,-0.254133,-0.291406,1.2849,0.372012,0.372012,1.81896,0.941556,-1.70477,-2.04888,-1.70477,-0.526415,-1.23683,0.0780562,-0.663582,-0.110737,-0.230712,2.18345,0.767489,0.767489,0.443468,0.385872,-0.883883,0.584046,0.451131,0.526415,0.0659103,0,0.660745,0.401819,-0.176777,0.254133,0.0780562,0.143568,-0.254133,-0.254133,0,0,1.9685,0.348859,0.348859,0.868028,0.472819,-1.57343,2
|
||||
-0.176777,-0.677408,0.93938,1.10597,-0.615692,-1.60951,-0.166369,-0.537351,-0.303458,1.06042,-0.744024,1.27763,-1.17084,-1.60951,-1.62355,1.2849,-2.60408,0.372012,1.81896,-0.0974023,0.568258,-2.04888,0.568258,1.00497,-1.23683,1.32696,-0.663582,-1.88253,-1.70727,0.786043,-0.348859,-0.348859,-1.13331,-0.986117,-0.883883,0.584046,0.451131,-2.53636,0.0659103,-2.27303,-0.965704,-1.20546,-0.176777,0.254133,0.0780562,-2.15352,-0.254133,-0.254133,0,-2.78388,1.9685,-1.88384,0.348859,0.868028,-2.04888,0.615692,2
|
||||
-0.176777,-0.677408,-0.0303026,1.10597,-0.615692,-0.254133,-1.49732,-0.537351,-0.303458,-0.725553,-0.744024,-1.05861,0.0780562,-0.254133,1.04073,-0.584046,0.372012,0.372012,1.81896,0.941556,0.568258,0.472819,0.568258,2.53636,2.20479,1.32696,-0.663582,-0.110737,-1.70727,0.786043,-0.348859,-0.348859,-1.13331,1.75786,-0.883883,0.584046,0.451131,0.526415,0.0659103,-2.27303,0.660745,-1.20546,-3.0052,0.254133,0.0780562,-2.15352,-0.254133,-0.254133,0,0,0,0.348859,0.348859,-1.11604,0.472819,-1.57343,2
|
||||
-0.176777,-0.677408,-0.0303026,-0.309672,-0.615692,-0.254133,-0.166369,-0.537351,-0.303458,-0.725553,0.744024,-1.05861,0.0780562,-0.254133,-0.291406,-0.584046,0.372012,0.372012,1.81896,0.941556,0.568258,0.472819,0.568258,-0.526415,0.483978,-1.17084,1.45988,1.66105,1.24584,-0.611367,0.767489,0.767489,-1.13331,0.385872,1.94454,-1.2849,0.451131,-1.00497,2.17504,0,0.660745,2.00909,-0.176777,0.254133,0.0780562,2.44065,3.81199,3.81199,0,0,1.9685,0.348859,0.348859,0.868028,0.472819,-1.57343,2
|
||||
-0.176777,1.12901,-0.0303026,1.10597,-0.615692,-0.254133,-0.166369,-0.537351,-0.303458,-0.725553,0.744024,-1.05861,0.0780562,-0.254133,-0.291406,-0.584046,0.372012,0.372012,1.81896,0.941556,0.568258,0.472819,-1.70477,-0.526415,0.483978,0.0780562,-0.663582,-0.110737,-0.230712,0.786043,-1.46521,-1.46521,-2.71008,0.385872,-0.883883,-1.2849,1.89475,-1.00497,2.17504,2.27303,2.28719,0.401819,2.65165,0.254133,0.0780562,0.143568,-0.254133,-0.254133,0,2.78388,-1.9685,0.348859,0.348859,0.868028,0.472819,0.615692,2
|
||||
-0.176777,-0.677408,-0.999985,-0.309672,-0.615692,-0.254133,-0.166369,-1.86006,-0.303458,-0.725553,-0.744024,-1.05861,-1.17084,-1.60951,-1.62355,1.2849,-2.60408,0.372012,-0.556826,0.941556,-1.70477,-2.04888,-1.70477,-0.526415,-1.23683,0.0780562,-0.663582,-1.88253,-0.230712,-0.611367,0.767489,0.767489,0.443468,-0.986117,-0.883883,2.45299,1.89475,2.0578,0.0659103,2.27303,-0.965704,0.401819,-0.176777,2.28719,2.57585,0.143568,-0.254133,-0.254133,2.78388,0,0,0.348859,0.348859,0.868028,0.472819,-1.57343,2
|
||||
-0.176777,-0.677408,0.93938,1.10597,1.57343,-0.254133,-0.166369,0.785358,-0.303458,-0.725553,0.744024,0.109512,0.0780562,-0.254133,-0.291406,-0.584046,0.372012,0.372012,-0.556826,0.941556,0.568258,0.472819,-1.70477,-0.526415,0.483978,0.0780562,-0.663582,-0.110737,-0.230712,-0.611367,-0.348859,-0.348859,0.443468,0.385872,0.53033,0.584046,-0.992488,0.526415,0.0659103,0,-0.965704,0.401819,-0.176777,0.254133,0.0780562,0.143568,-0.254133,-0.254133,0,0,0,0.348859,0.348859,-1.11604,0.472819,0.615692,2
|
||||
-0.176777,-0.677408,0.93938,-0.309672,-0.615692,-0.254133,1.16458,0.785358,-0.303458,-0.725553,-0.744024,0.109512,0.0780562,-0.254133,-0.291406,-0.584046,0.372012,0.372012,-0.556826,0.941556,0.568258,0.472819,0.568258,-0.526415,0.483978,-1.17084,-0.663582,-0.110737,-0.230712,-0.611367,-1.46521,-1.46521,-2.71008,-0.986117,0.53033,0.584046,-0.992488,0.526415,0.0659103,0,-0.965704,0.401819,-0.176777,-1.77893,0.0780562,0.143568,-0.254133,-0.254133,0,0,0,0.348859,0.348859,0.868028,0.472819,0.615692,2
|
||||
6
data/tanveer/lung-cancer/lung-cancer.cost
Executable file
6
data/tanveer/lung-cancer/lung-cancer.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
|
||||
33
data/tanveer/lung-cancer/lung-cancer.data
Executable file
33
data/tanveer/lung-cancer/lung-cancer.data
Executable file
@@ -0,0 +1,33 @@
|
||||
1 0 3 0 ? 0 2 2 2 1 1 1 1 3 2 2 1 2 2 0 2 2 2 2 1 2 2 2 3 2 1 1 1 3 3 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2
|
||||
1 0 3 3 1 0 3 1 3 1 1 1 1 1 3 3 1 2 2 0 0 2 2 2 1 2 1 3 2 3 1 1 1 3 3 2 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 2 2
|
||||
1 0 3 3 2 0 3 3 3 1 1 1 0 3 3 3 1 2 1 0 0 2 2 2 1 2 2 3 2 3 1 3 3 3 1 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2
|
||||
1 0 2 3 2 1 3 3 3 1 2 1 0 3 3 1 1 2 2 0 0 2 2 2 2 1 3 2 3 3 1 3 3 3 1 1 1 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2
|
||||
1 0 3 2 1 1 3 3 3 2 2 2 1 1 2 2 2 2 2 0 0 2 2 2 1 1 2 3 2 2 1 1 1 3 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2
|
||||
1 0 3 3 2 0 3 3 3 1 2 2 0 3 3 3 2 2 1 0 0 1 2 2 2 1 3 3 1 2 2 3 3 3 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2
|
||||
1 0 3 2 1 0 3 3 3 1 2 1 2 3 3 3 3 2 2 0 0 2 2 2 2 1 3 2 2 2 2 3 3 3 2 1 1 2 2 1 2 1 2 2 2 2 1 2 2 2 2 1 2 2 2 1 2
|
||||
1 0 2 2 1 0 3 1 3 3 3 3 2 1 3 3 1 2 2 0 0 1 1 2 1 2 1 3 2 1 1 3 3 3 2 2 1 2 1 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2
|
||||
1 0 3 1 1 0 3 1 3 1 1 1 3 2 3 3 1 2 2 0 0 2 2 2 1 2 1 2 1 1 1 3 3 3 3 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2
|
||||
2 0 2 3 2 0 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 3 2 3 3 3 3 3 3 3 3 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 3 2 1 1 2 2
|
||||
2 0 2 2 0 0 3 2 3 1 1 3 1 3 1 1 2 2 2 0 2 1 1 2 1 1 2 2 2 2 1 3 3 3 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
|
||||
2 0 2 3 2 0 1 2 1 1 2 1 0 1 2 2 1 2 1 0 2 2 2 2 1 2 1 2 2 3 1 3 3 3 1 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 1 2 2 1
|
||||
2 0 2 1 1 0 1 2 2 1 2 1 1 2 2 2 1 2 2 0 2 2 2 2 1 2 1 3 2 2 1 1 1 1 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
|
||||
2 0 2 2 1 1 2 3 3 1 1 1 1 2 2 2 1 2 2 0 1 2 2 2 1 2 1 2 2 2 1 1 1 3 2 1 1 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 1 1 1 2 2
|
||||
2 1 3 0 ? 1 1 2 2 1 1 1 1 2 1 1 1 2 2 0 2 2 2 2 1 2 2 2 2 2 3 3 3 3 1 1 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 1
|
||||
2 0 3 2 2 1 2 2 2 1 1 2 1 2 3 3 2 2 2 0 1 2 2 2 1 2 3 2 2 1 2 2 2 3 1 3 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
|
||||
2 0 3 2 2 0 1 1 3 1 1 1 0 1 3 3 1 2 2 0 2 2 2 2 1 1 2 2 2 2 1 3 3 3 3 3 1 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
|
||||
2 0 2 1 1 0 2 1 3 1 1 1 0 3 1 3 1 2 2 0 0 1 2 2 3 3 3 2 2 2 1 3 3 3 1 1 1 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 1 1 1 2 2
|
||||
2 0 2 0 ? 0 2 3 3 3 2 1 0 2 2 1 1 1 2 0 0 2 1 2 1 2 3 2 2 3 1 3 3 3 2 1 1 2 1 2 2 2 3 2 2 2 2 2 2 2 2 2 2 2 2 1 2
|
||||
2 0 1 2 1 0 3 3 3 1 2 2 1 1 3 3 1 2 2 0 0 2 2 2 1 2 1 3 2 3 1 1 1 3 1 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 1 1 2 2 1
|
||||
2 0 2 0 ? 1 3 3 3 1 2 1 1 3 3 3 1 2 2 0 0 2 2 2 2 1 1 2 3 2 1 1 1 3 1 3 1 1 2 2 2 1 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2
|
||||
2 0 3 3 2 0 2 1 3 1 1 3 3 3 3 3 1 2 2 0 0 2 2 1 1 2 2 3 3 3 3 3 3 3 2 2 2 1 2 1 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2
|
||||
3 0 2 3 1 1 2 2 1 1 1 1 1 1 2 2 1 2 2 2 2 1 2 1 1 1 1 2 2 3 1 3 3 3 1 1 1 3 1 3 3 3 3 3 3 3 3 3 3 3 3 1 3 3 2 2 1
|
||||
3 0 2 3 1 1 1 2 1 1 1 2 1 1 1 2 2 1 1 1 2 1 2 1 1 2 2 2 2 2 1 3 3 3 2 2 2 3 3 1 1 2 2 3 2 2 2 2 2 2 2 2 2 2 2 2 1
|
||||
3 0 3 3 1 0 3 3 1 1 1 2 1 1 2 2 2 2 2 2 2 1 1 1 1 1 2 2 2 2 3 3 3 3 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 2 2 2 2 1
|
||||
3 0 2 3 2 0 1 2 2 1 2 1 2 1 1 1 2 1 2 2 1 2 1 2 2 1 3 2 1 1 2 2 2 2 1 1 2 2 ? 2 1 1 1 2 2 2 1 2 2 2 1 3 1 2 2 1 2
|
||||
3 0 2 2 2 0 2 1 2 1 1 1 0 2 2 3 1 2 2 2 2 2 2 2 3 3 3 2 2 1 2 2 2 2 3 1 2 2 2 2 1 2 1 1 2 2 1 2 2 2 2 2 2 2 1 2 1
|
||||
3 0 2 2 1 0 2 2 2 1 1 2 0 2 2 2 1 2 2 2 2 2 2 2 1 2 1 3 3 3 1 3 3 2 2 3 1 2 1 3 2 2 3 2 2 2 3 3 3 2 2 3 2 2 2 2 1
|
||||
3 0 3 2 2 0 2 2 2 1 1 2 0 2 2 2 1 2 2 2 2 2 2 1 1 2 2 2 2 2 2 1 1 1 2 1 1 3 1 3 3 3 2 3 2 2 2 2 2 2 3 1 2 2 2 2 2
|
||||
3 0 2 1 1 0 2 2 1 1 1 1 0 1 1 1 2 1 2 0 2 1 1 1 1 1 2 2 1 2 1 3 3 3 1 1 3 3 3 2 3 1 2 2 3 3 2 2 2 3 2 2 2 2 2 2 1
|
||||
3 0 2 3 2 1 2 2 3 1 1 2 1 2 2 2 1 2 2 0 2 2 2 1 1 2 2 2 2 2 1 2 2 3 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
|
||||
3 0 2 3 1 0 2 3 3 1 1 1 1 2 2 2 1 2 2 0 2 2 2 2 1 2 1 2 2 2 1 1 1 1 1 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
|
||||
|
||||
61
data/tanveer/lung-cancer/lung-cancer.names
Executable file
61
data/tanveer/lung-cancer/lung-cancer.names
Executable file
@@ -0,0 +1,61 @@
|
||||
|
||||
1. Title: Lung Cancer Data
|
||||
|
||||
2. Source Information:
|
||||
- Data was published in :
|
||||
Hong, Z.Q. and Yang, J.Y. "Optimal Discriminant Plane for a Small
|
||||
Number of Samples and Design Method of Classifier on the Plane",
|
||||
Pattern Recognition, Vol. 24, No. 4, pp. 317-324, 1991.
|
||||
- Donor: Stefan Aeberhard, stefan@coral.cs.jcu.edu.au
|
||||
- Date : May, 1992
|
||||
|
||||
3. Past Usage:
|
||||
- Hong, Z.Q. and Yang, J.Y. "Optimal Discriminant Plane for a Small
|
||||
Number of Samples and Design Method of Classifier on the Plane",
|
||||
Pattern Recognition, Vol. 24, No. 4, pp. 317-324, 1991.
|
||||
- Aeberhard, S., Coomans, D, De Vel, O. "Comparisons of
|
||||
Classification Methods in High Dimensional Settings",
|
||||
submitted to Technometrics.
|
||||
- Aeberhard, S., Coomans, D, De Vel, O. "The Dangers of
|
||||
Bias in High Dimensional Settings", submitted to
|
||||
pattern Recognition.
|
||||
|
||||
4. Relevant Information:
|
||||
- This data was used by Hong and Young to illustrate the
|
||||
power of the optimal discriminant plane even in ill-posed
|
||||
settings. Applying the KNN method in the resulting plane
|
||||
gave 77% accuracy. However, these results are strongly
|
||||
biased (See Aeberhard's second ref. above, or email to
|
||||
stefan@coral.cs.jcu.edu.au). Results obtained by
|
||||
Aeberhard et al. are :
|
||||
RDA : 62.5%, KNN 53.1%, Opt. Disc. Plane 59.4%
|
||||
|
||||
The data described 3 types of pathological lung cancers.
|
||||
The Authors give no information on the individual
|
||||
variables nor on where the data was originally used.
|
||||
|
||||
- In the original data 4 values for the fifth attribute were -1.
|
||||
These values have been changed to ? (unknown). (*)
|
||||
- In the original data 1 value for the 39 attribute was 4. This
|
||||
value has been changed to ? (unknown). (*)
|
||||
|
||||
|
||||
5. Number of Instances: 32
|
||||
|
||||
6. Number of Attributes: 57 (1 class attribute, 56 predictive)
|
||||
|
||||
7. Attribute Information:
|
||||
|
||||
attribute 1 is the class label.
|
||||
|
||||
- All predictive attributes are nominal, taking on integer
|
||||
values 0-3
|
||||
|
||||
8. Missing Attribute Values: Attributes 5 and 39 (*)
|
||||
|
||||
9. Class Distribution:
|
||||
- 3 classes,
|
||||
1.) 9 observations
|
||||
2.) 13 "
|
||||
3.) 10 "
|
||||
|
||||
8
data/tanveer/lung-cancer/lung-cancer.txt
Executable file
8
data/tanveer/lung-cancer/lung-cancer.txt
Executable file
@@ -0,0 +1,8 @@
|
||||
n_entradas= 56
|
||||
n_clases= 3
|
||||
n_arquivos= 1
|
||||
fich1= lung-cancer_R.dat
|
||||
n_patrons1= 32
|
||||
n_patrons_entrena= 16
|
||||
n_patrons_valida= 16
|
||||
n_conxuntos= 1
|
||||
33
data/tanveer/lung-cancer/lung-cancer_R.dat
Executable file
33
data/tanveer/lung-cancer/lung-cancer_R.dat
Executable file
@@ -0,0 +1,33 @@
|
||||
f1 f2 f3 f4 f5 f6 f7 f8 f9 f10 f11 f12 f13 f14 f15 f16 f17 f18 f19 f20 f21 f22 f23 f24 f25 f26 f27 f28 f29 f30 f31 f32 f33 f34 f35 f36 f37 f38 f39 f40 f41 f42 f43 f44 f45 f46 f47 f48 f49 f50 f51 f52 f53 f54 f55 f56 clase
|
||||
1 -0.176777 1.12901 -1.96967 -1.72531 -0.615692 -0.254133 -0.166369 -0.537351 -0.303458 -0.725553 -0.744024 0.109512 1.32696 -0.254133 -0.291406 -0.584046 0.372012 0.372012 -0.556826 0.941556 0.568258 0.472819 0.568258 -0.526415 0.483978 0.0780562 -0.663582 1.66105 -0.230712 -0.611367 -1.46521 -1.46521 0.443468 1.75786 0.53033 0.584046 -0.992488 0.526415 0.0659103 0 -0.965704 0.401819 -0.176777 0.254133 0.0780562 0.143568 -0.254133 -0.254133 0 0 0 -1.88384 -1.88384 -1.11604 0.472819 0.615692 0
|
||||
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5 -0.176777 1.12901 -0.0303026 -0.309672 1.57343 1.10124 1.16458 0.785358 1.63867 1.06042 0.744024 0.109512 -1.17084 -0.254133 -0.291406 1.2849 0.372012 0.372012 -0.556826 -1.13636 0.568258 0.472819 0.568258 -0.526415 -1.23683 0.0780562 1.45988 -0.110737 -0.230712 -0.611367 -1.46521 -1.46521 0.443468 0.385872 -0.883883 0.584046 0.451131 -1.00497 0.0659103 0 0.660745 -1.20546 -0.176777 0.254133 0.0780562 0.143568 -0.254133 -0.254133 0 0 0 0.348859 0.348859 -1.11604 0.472819 0.615692 0
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7 -0.176777 1.12901 -0.0303026 -0.309672 -0.615692 1.10124 1.16458 0.785358 -0.303458 1.06042 -0.744024 1.27763 1.32696 1.10124 1.04073 3.15385 0.372012 0.372012 -0.556826 -1.13636 0.568258 0.472819 0.568258 1.00497 -1.23683 1.32696 -0.663582 -0.110737 -0.230712 0.786043 0.767489 0.767489 0.443468 0.385872 -0.883883 -1.2849 0.451131 0.526415 -2.04322 0 -0.965704 0.401819 -0.176777 0.254133 0.0780562 -2.15352 -0.254133 -0.254133 0 0 -1.9685 0.348859 0.348859 0.868028 -2.04888 0.615692 0
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8 -0.176777 -0.677408 -0.0303026 -0.309672 -0.615692 1.10124 -1.49732 0.785358 3.5808 2.8464 2.23207 1.27763 -1.17084 1.10124 1.04073 -0.584046 0.372012 0.372012 -0.556826 -1.13636 -1.70477 -2.04888 0.568258 -0.526415 0.483978 -1.17084 1.45988 -0.110737 -1.70727 -0.611367 0.767489 0.767489 0.443468 0.385872 0.53033 -1.2849 0.451131 -1.00497 0.0659103 0 -0.965704 0.401819 -0.176777 0.254133 -2.41974 0.143568 -0.254133 -0.254133 -2.78388 0 0 0.348859 0.348859 -1.11604 0.472819 0.615692 0
|
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9 -0.176777 1.12901 -0.999985 -0.309672 -0.615692 1.10124 -1.49732 0.785358 -0.303458 -0.725553 -0.744024 2.44576 0.0780562 1.10124 1.04073 -0.584046 0.372012 0.372012 -0.556826 -1.13636 0.568258 0.472819 0.568258 -0.526415 0.483978 -1.17084 -0.663582 -1.88253 -1.70727 -0.611367 0.767489 0.767489 0.443468 1.75786 0.53033 0.584046 -0.992488 0.526415 0.0659103 0 -0.965704 0.401819 -0.176777 -1.77893 0.0780562 0.143568 -0.254133 -0.254133 0 0 0 0.348859 0.348859 -1.11604 0.472819 0.615692 0
|
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10 -0.176777 -0.677408 0.93938 1.10597 -0.615692 -0.254133 -0.166369 -0.537351 -0.303458 1.06042 0.744024 1.27763 0.0780562 -0.254133 -0.291406 -0.584046 0.372012 0.372012 1.81896 0.941556 0.568258 0.472819 -1.70477 2.53636 0.483978 1.32696 1.45988 1.66105 1.24584 2.18345 0.767489 0.767489 0.443468 0.385872 -0.883883 0.584046 -0.992488 0.526415 0.0659103 0 0.660745 0.401819 -0.176777 0.254133 0.0780562 0.143568 -0.254133 -0.254133 0 -2.78388 1.9685 0.348859 -1.88384 -1.11604 0.472819 0.615692 1
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11 -0.176777 -0.677408 -0.0303026 -1.72531 -0.615692 1.10124 -0.166369 0.785358 -0.303458 -0.725553 2.23207 0.109512 1.32696 -1.60951 -1.62355 1.2849 0.372012 0.372012 -0.556826 0.941556 -1.70477 -2.04888 0.568258 -0.526415 -1.23683 0.0780562 -0.663582 -0.110737 -0.230712 -0.611367 0.767489 0.767489 0.443468 -0.986117 0.53033 0.584046 -0.992488 0.526415 0.0659103 0 -0.965704 0.401819 -0.176777 0.254133 0.0780562 0.143568 -0.254133 -0.254133 0 0 0 0.348859 0.348859 0.868028 0.472819 0.615692 1
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12 -0.176777 -0.677408 0.93938 1.10597 -0.615692 -1.60951 -0.166369 -1.86006 -0.303458 1.06042 -0.744024 -1.05861 -1.17084 -0.254133 -0.291406 -0.584046 0.372012 -2.60408 -0.556826 0.941556 0.568258 0.472819 0.568258 -0.526415 0.483978 -1.17084 -0.663582 -0.110737 1.24584 -0.611367 0.767489 0.767489 0.443468 -0.986117 0.53033 0.584046 -0.992488 0.526415 0.0659103 0 0.660745 -1.20546 -0.176777 0.254133 0.0780562 0.143568 -0.254133 -0.254133 0 0 0 -1.88384 -1.88384 0.868028 0.472819 -1.57343 1
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13 -0.176777 -0.677408 -0.999985 -0.309672 -0.615692 -1.60951 -0.166369 -0.537351 -0.303458 1.06042 -0.744024 0.109512 0.0780562 -0.254133 -0.291406 -0.584046 0.372012 0.372012 -0.556826 0.941556 0.568258 0.472819 0.568258 -0.526415 0.483978 -1.17084 1.45988 -0.110737 -0.230712 -0.611367 -1.46521 -1.46521 -2.71008 -0.986117 0.53033 0.584046 -0.992488 0.526415 0.0659103 0 -0.965704 0.401819 -0.176777 0.254133 0.0780562 0.143568 -0.254133 -0.254133 0 0 0 0.348859 0.348859 -1.11604 0.472819 0.615692 1
|
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14 -0.176777 -0.677408 -0.0303026 -0.309672 1.57343 -0.254133 1.16458 0.785358 -0.303458 -0.725553 -0.744024 0.109512 0.0780562 -0.254133 -0.291406 -0.584046 0.372012 0.372012 -0.556826 -0.0974023 0.568258 0.472819 0.568258 -0.526415 0.483978 -1.17084 -0.663582 -0.110737 -0.230712 -0.611367 -1.46521 -1.46521 0.443468 0.385872 -0.883883 -1.2849 0.451131 -1.00497 0.0659103 0 0.660745 -1.20546 -0.176777 0.254133 -2.41974 0.143568 -0.254133 -0.254133 0 0 0 -1.88384 -1.88384 -1.11604 0.472819 0.615692 1
|
||||
15 5.48008 1.12901 -1.96967 -1.72531 1.57343 -1.60951 -0.166369 -0.537351 -0.303458 -0.725553 -0.744024 0.109512 0.0780562 -1.60951 -1.62355 -0.584046 0.372012 0.372012 -0.556826 0.941556 0.568258 0.472819 0.568258 -0.526415 0.483978 0.0780562 -0.663582 -0.110737 -0.230712 2.18345 0.767489 0.767489 0.443468 -0.986117 -0.883883 0.584046 -0.992488 0.526415 0.0659103 0 0.660745 -1.20546 -0.176777 0.254133 0.0780562 0.143568 -0.254133 -0.254133 0 0 0 0.348859 0.348859 -1.11604 0.472819 -1.57343 1
|
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16 -0.176777 1.12901 -0.0303026 1.10597 1.57343 -0.254133 -0.166369 -0.537351 -0.303458 -0.725553 0.744024 0.109512 0.0780562 1.10124 1.04073 1.2849 0.372012 0.372012 -0.556826 -0.0974023 0.568258 0.472819 0.568258 -0.526415 0.483978 1.32696 -0.663582 -0.110737 -1.70727 0.786043 -0.348859 -0.348859 0.443468 -0.986117 1.94454 0.584046 -0.992488 0.526415 0.0659103 0 -0.965704 0.401819 -0.176777 -1.77893 0.0780562 0.143568 -0.254133 -0.254133 0 0 0 0.348859 0.348859 0.868028 0.472819 0.615692 1
|
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17 -0.176777 1.12901 -0.0303026 1.10597 -0.615692 -1.60951 -1.49732 0.785358 -0.303458 -0.725553 -0.744024 -1.05861 -1.17084 1.10124 1.04073 -0.584046 0.372012 0.372012 -0.556826 0.941556 0.568258 0.472819 0.568258 -0.526415 -1.23683 0.0780562 -0.663582 -0.110737 -0.230712 -0.611367 0.767489 0.767489 0.443468 1.75786 1.94454 -1.2849 0.451131 0.526415 -2.04322 0 -0.965704 0.401819 -0.176777 0.254133 0.0780562 0.143568 -0.254133 -0.254133 0 0 0 0.348859 0.348859 -1.11604 0.472819 0.615692 1
|
||||
18 -0.176777 -0.677408 -0.999985 -0.309672 -0.615692 -0.254133 -1.49732 0.785358 -0.303458 -0.725553 -0.744024 -1.05861 1.32696 -1.60951 1.04073 -0.584046 0.372012 0.372012 -0.556826 -1.13636 -1.70477 0.472819 0.568258 2.53636 2.20479 1.32696 -0.663582 -0.110737 -0.230712 -0.611367 0.767489 0.767489 0.443468 -0.986117 -0.883883 -1.2849 0.451131 -1.00497 0.0659103 0 0.660745 -1.20546 -0.176777 -1.77893 0.0780562 0.143568 -0.254133 -0.254133 0 0 0 -1.88384 -1.88384 -1.11604 0.472819 0.615692 1
|
||||
19 -0.176777 -0.677408 -1.96967 -1.72531 -0.615692 -0.254133 1.16458 0.785358 3.5808 1.06042 -0.744024 -1.05861 0.0780562 -0.254133 -1.62355 -0.584046 -2.60408 0.372012 -0.556826 -1.13636 0.568258 -2.04888 0.568258 -0.526415 0.483978 1.32696 -0.663582 -0.110737 1.24584 -0.611367 0.767489 0.767489 0.443468 0.385872 -0.883883 -1.2849 0.451131 -1.00497 0.0659103 0 0.660745 2.00909 -0.176777 0.254133 0.0780562 0.143568 -0.254133 -0.254133 0 0 0 0.348859 0.348859 0.868028 -2.04888 0.615692 1
|
||||
20 -0.176777 -2.48383 -0.0303026 -0.309672 -0.615692 1.10124 1.16458 0.785358 -0.303458 1.06042 0.744024 0.109512 -1.17084 1.10124 1.04073 -0.584046 0.372012 0.372012 -0.556826 -1.13636 0.568258 0.472819 0.568258 -0.526415 0.483978 -1.17084 1.45988 -0.110737 1.24584 -0.611367 -1.46521 -1.46521 0.443468 -0.986117 -0.883883 0.584046 0.451131 -1.00497 0.0659103 0 0.660745 -1.20546 -0.176777 0.254133 0.0780562 0.143568 -0.254133 -0.254133 0 0 0 -1.88384 -1.88384 0.868028 0.472819 -1.57343 1
|
||||
21 -0.176777 -0.677408 -1.96967 -1.72531 1.57343 1.10124 1.16458 0.785358 -0.303458 1.06042 -0.744024 0.109512 1.32696 1.10124 1.04073 -0.584046 0.372012 0.372012 -0.556826 -1.13636 0.568258 0.472819 0.568258 1.00497 -1.23683 -1.17084 -0.663582 1.66105 -0.230712 -0.611367 -1.46521 -1.46521 0.443468 -0.986117 1.94454 -1.2849 -0.992488 0.526415 0.0659103 0 -0.965704 0.401819 -0.176777 -1.77893 0.0780562 0.143568 -0.254133 -0.254133 0 0 -1.9685 0.348859 0.348859 -1.11604 0.472819 0.615692 1
|
||||
22 -0.176777 1.12901 0.93938 1.10597 -0.615692 -0.254133 -1.49732 0.785358 -0.303458 -0.725553 2.23207 2.44576 1.32696 1.10124 1.04073 -0.584046 0.372012 0.372012 -0.556826 -1.13636 0.568258 0.472819 -1.70477 -0.526415 0.483978 0.0780562 1.45988 1.66105 1.24584 2.18345 0.767489 0.767489 0.443468 0.385872 0.53033 0.584046 -0.992488 0.526415 -2.04322 0 -0.965704 0.401819 -0.176777 0.254133 0.0780562 0.143568 -0.254133 -0.254133 -2.78388 0 0 0.348859 0.348859 0.868028 -2.04888 0.615692 1
|
||||
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||||
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|
||||
25 -0.176777 1.12901 0.93938 -0.309672 -0.615692 1.10124 1.16458 -1.86006 -0.303458 -0.725553 0.744024 0.109512 -1.17084 -0.254133 -0.291406 1.2849 0.372012 0.372012 1.81896 0.941556 -1.70477 -2.04888 -1.70477 -0.526415 -1.23683 0.0780562 -0.663582 -0.110737 -0.230712 2.18345 0.767489 0.767489 0.443468 0.385872 -0.883883 0.584046 0.451131 0.526415 0.0659103 0 0.660745 0.401819 -0.176777 0.254133 0.0780562 0.143568 -0.254133 -0.254133 0 0 1.9685 0.348859 0.348859 0.868028 0.472819 -1.57343 2
|
||||
26 -0.176777 -0.677408 0.93938 1.10597 -0.615692 -1.60951 -0.166369 -0.537351 -0.303458 1.06042 -0.744024 1.27763 -1.17084 -1.60951 -1.62355 1.2849 -2.60408 0.372012 1.81896 -0.0974023 0.568258 -2.04888 0.568258 1.00497 -1.23683 1.32696 -0.663582 -1.88253 -1.70727 0.786043 -0.348859 -0.348859 -1.13331 -0.986117 -0.883883 0.584046 0.451131 -2.53636 0.0659103 -2.27303 -0.965704 -1.20546 -0.176777 0.254133 0.0780562 -2.15352 -0.254133 -0.254133 0 -2.78388 1.9685 -1.88384 0.348859 0.868028 -2.04888 0.615692 2
|
||||
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||||
28 -0.176777 -0.677408 -0.0303026 -0.309672 -0.615692 -0.254133 -0.166369 -0.537351 -0.303458 -0.725553 0.744024 -1.05861 0.0780562 -0.254133 -0.291406 -0.584046 0.372012 0.372012 1.81896 0.941556 0.568258 0.472819 0.568258 -0.526415 0.483978 -1.17084 1.45988 1.66105 1.24584 -0.611367 0.767489 0.767489 -1.13331 0.385872 1.94454 -1.2849 0.451131 -1.00497 2.17504 0 0.660745 2.00909 -0.176777 0.254133 0.0780562 2.44065 3.81199 3.81199 0 0 1.9685 0.348859 0.348859 0.868028 0.472819 -1.57343 2
|
||||
29 -0.176777 1.12901 -0.0303026 1.10597 -0.615692 -0.254133 -0.166369 -0.537351 -0.303458 -0.725553 0.744024 -1.05861 0.0780562 -0.254133 -0.291406 -0.584046 0.372012 0.372012 1.81896 0.941556 0.568258 0.472819 -1.70477 -0.526415 0.483978 0.0780562 -0.663582 -0.110737 -0.230712 0.786043 -1.46521 -1.46521 -2.71008 0.385872 -0.883883 -1.2849 1.89475 -1.00497 2.17504 2.27303 2.28719 0.401819 2.65165 0.254133 0.0780562 0.143568 -0.254133 -0.254133 0 2.78388 -1.9685 0.348859 0.348859 0.868028 0.472819 0.615692 2
|
||||
30 -0.176777 -0.677408 -0.999985 -0.309672 -0.615692 -0.254133 -0.166369 -1.86006 -0.303458 -0.725553 -0.744024 -1.05861 -1.17084 -1.60951 -1.62355 1.2849 -2.60408 0.372012 -0.556826 0.941556 -1.70477 -2.04888 -1.70477 -0.526415 -1.23683 0.0780562 -0.663582 -1.88253 -0.230712 -0.611367 0.767489 0.767489 0.443468 -0.986117 -0.883883 2.45299 1.89475 2.0578 0.0659103 2.27303 -0.965704 0.401819 -0.176777 2.28719 2.57585 0.143568 -0.254133 -0.254133 2.78388 0 0 0.348859 0.348859 0.868028 0.472819 -1.57343 2
|
||||
31 -0.176777 -0.677408 0.93938 1.10597 1.57343 -0.254133 -0.166369 0.785358 -0.303458 -0.725553 0.744024 0.109512 0.0780562 -0.254133 -0.291406 -0.584046 0.372012 0.372012 -0.556826 0.941556 0.568258 0.472819 -1.70477 -0.526415 0.483978 0.0780562 -0.663582 -0.110737 -0.230712 -0.611367 -0.348859 -0.348859 0.443468 0.385872 0.53033 0.584046 -0.992488 0.526415 0.0659103 0 -0.965704 0.401819 -0.176777 0.254133 0.0780562 0.143568 -0.254133 -0.254133 0 0 0 0.348859 0.348859 -1.11604 0.472819 0.615692 2
|
||||
32 -0.176777 -0.677408 0.93938 -0.309672 -0.615692 -0.254133 1.16458 0.785358 -0.303458 -0.725553 -0.744024 0.109512 0.0780562 -0.254133 -0.291406 -0.584046 0.372012 0.372012 -0.556826 0.941556 0.568258 0.472819 0.568258 -0.526415 0.483978 -1.17084 -0.663582 -0.110737 -0.230712 -0.611367 -1.46521 -1.46521 -2.71008 -0.986117 0.53033 0.584046 -0.992488 0.526415 0.0659103 0 -0.965704 0.401819 -0.176777 -1.77893 0.0780562 0.143568 -0.254133 -0.254133 0 0 0 0.348859 0.348859 0.868028 0.472819 0.615692 2
|
||||
Reference in New Issue
Block a user