mirror of
https://github.com/Doctorado-ML/Stree_datasets.git
synced 2025-08-18 00:46:03 +00:00
Commit Inicial
This commit is contained in:
2
data/tanveer/post-operative/conxuntos.dat
Executable file
2
data/tanveer/post-operative/conxuntos.dat
Executable file
@@ -0,0 +1,2 @@
|
||||
17 18 4 69 75 15 55 30 54 66 57 34 11 51 84 64 19 0 77 67 60 61 13 27 58 70 12 47 49 74 32 80 82 38 45 29 53 42 37 14 9 5 36 43 7
|
||||
31 16 59 85 56 20 68 71 62 48 35 44 87 39 33 10 76 52 28 40 26 83 3 2 50 24 73 88 79 25 22 23 46 6 41 8 63 72 65 1 21 78 81 86 89
|
||||
8
data/tanveer/post-operative/conxuntos_kfold.dat
Executable file
8
data/tanveer/post-operative/conxuntos_kfold.dat
Executable file
@@ -0,0 +1,8 @@
|
||||
48 19 35 54 44 16 32 60 73 62 67 28 61 57 55 2 10 12 25 20 83 71 52 3 40 69 68 13 49 11 84 50 31 51 22 34 87 70 74 77 75 79 85 58 76 47 26 80 82 46 9 7 86 41 43 42 6 37 8 45 21 89 29 53 36 1 5 14
|
||||
30 4 33 59 27 56 64 39 24 88 23 0 66 18 15 17 72 78 63 38 81 65
|
||||
68 83 31 69 15 74 20 59 76 56 44 60 18 23 79 16 33 87 58 48 25 26 28 35 73 80 3 19 27 84 55 24 62 64 4 2 32 12 54 51 39 22 30 40 77 70 17 75 46 82 65 37 21 63 38 42 5 36 72 45 29 9 41 78 7 81 8 14
|
||||
61 85 13 88 66 50 49 57 47 10 71 52 11 67 34 0 1 43 6 53 86 89
|
||||
85 79 2 3 49 55 71 73 39 12 30 58 23 22 13 77 50 75 16 48 4 51 66 44 27 35 76 70 10 0 31 25 59 28 67 32 87 62 80 83 61 56 54 26 33 52 24 40 46 82 21 38 1 72 5 29 8 43 7 36 86 53 89 41 6 42 45 63
|
||||
20 68 64 57 17 74 88 11 84 19 34 69 15 47 60 18 9 65 78 81 14 37
|
||||
0 66 68 23 60 28 44 20 64 88 61 35 32 25 47 49 67 39 17 77 83 80 50 70 26 74 62 57 52 75 15 24 85 40 48 56 31 27 73 54 79 58 4 2 10 84 33 59 46 82 6 86 53 89 7 14 21 43 1 78 63 8 38 72 42 5 29 9
|
||||
55 19 12 18 76 69 3 87 30 51 16 34 22 13 71 11 37 65 41 36 45 81
|
||||
53
data/tanveer/post-operative/le_datos.m
Executable file
53
data/tanveer/post-operative/le_datos.m
Executable file
@@ -0,0 +1,53 @@
|
||||
printf('lendo problema %s ...\n', problema);
|
||||
|
||||
n_entradas= 8; n_clases= 3; n_fich= 1; fich{1}= 'post-operative.data'; n_patrons(1)= 90;
|
||||
|
||||
n_max= max(n_patrons);
|
||||
x = zeros(n_fich, n_max, n_entradas); cl= zeros(n_fich, n_max);
|
||||
|
||||
n_patrons_total = sum(n_patrons); n_iter=0;
|
||||
|
||||
for i_fich=1:n_fich
|
||||
f=fopen(fich{i_fich}, 'r');
|
||||
if -1==f
|
||||
error('erro en fopen abrindo %s\n', fich{i_fich});
|
||||
end
|
||||
for i=1:n_patrons(i_fich)
|
||||
fprintf(2,'%5.1f%%\r', 100*n_iter++/n_patrons_total);
|
||||
for j = 1:n_entradas
|
||||
t = fscanf(f,'%s',1);
|
||||
if t ~= '?'
|
||||
if j==1 || j==2
|
||||
val={'low','mid','high'};
|
||||
elseif j==3
|
||||
val={'excellent','good'};
|
||||
elseif j==4
|
||||
val={'high','mid'};
|
||||
elseif j==5 || j==6 || j==7
|
||||
val={'mod-stable','stable','unstable'};
|
||||
else
|
||||
x(i_fich,i,j)=str2double(t);
|
||||
end
|
||||
n=length(val);
|
||||
for k=1:n
|
||||
if strcmp(t, val{k})
|
||||
x(i_fich,i,j)=k; break
|
||||
end
|
||||
end
|
||||
else
|
||||
x(i_fich,i,j) = 0;
|
||||
end
|
||||
end
|
||||
t = fscanf(f,'%s',1); % lectura da clase
|
||||
if t=='A'
|
||||
cl(i_fich,i)=0;
|
||||
elseif t=='I'
|
||||
cl(i_fich,i)=1;
|
||||
elseif t=='S'
|
||||
cl(i_fich,i)=2;
|
||||
else
|
||||
error('clase %i descoñecida', t)
|
||||
end
|
||||
end
|
||||
fclose(f);
|
||||
end
|
||||
101
data/tanveer/post-operative/post-operative.arff
Executable file
101
data/tanveer/post-operative/post-operative.arff
Executable file
@@ -0,0 +1,101 @@
|
||||
@relation post-operative
|
||||
@attribute 'f1' real
|
||||
@attribute 'f2' real
|
||||
@attribute 'f3' real
|
||||
@attribute 'f4' real
|
||||
@attribute 'f5' real
|
||||
@attribute 'f6' real
|
||||
@attribute 'f7' real
|
||||
@attribute 'f8' real
|
||||
@attribute 'clase' {0,1,2}
|
||||
@data
|
||||
0.111882,-1.33767,-1.03965,0.718291,-0.994429,-0.202146,-0.031621,1.47136,0
|
||||
0.111882,1.59868,-1.03965,-1.07744,-0.994429,-0.202146,-0.031621,-0.192238,2
|
||||
1.79011,-1.33767,-1.03965,-1.07744,-0.994429,-0.202146,-1.45457,-0.192238,0
|
||||
0.111882,-1.33767,0.951172,-1.07744,-0.994429,3.43649,-1.45457,1.47136,0
|
||||
0.111882,0.130505,-1.03965,-1.07744,-0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
1.79011,-1.33767,0.951172,0.718291,-0.994429,-0.202146,1.39132,1.47136,2
|
||||
0.111882,-1.33767,-1.03965,-1.07744,-0.994429,-0.202146,-1.45457,-1.85584,2
|
||||
1.79011,0.130505,-1.03965,0.718291,0.994429,3.43649,-0.031621,-0.192238,2
|
||||
0.111882,1.59868,0.951172,0.718291,-0.994429,-0.202146,-0.031621,-0.192238,2
|
||||
0.111882,-1.33767,-1.03965,0.718291,0.994429,-0.202146,-1.45457,-0.192238,2
|
||||
0.111882,0.130505,0.951172,0.718291,-0.994429,-0.202146,-0.031621,1.47136,0
|
||||
0.111882,-1.33767,0.951172,-1.07744,-0.994429,-0.202146,-1.45457,-0.192238,0
|
||||
1.79011,1.59868,-1.03965,-1.07744,0.994429,-0.202146,1.39132,1.47136,0
|
||||
0.111882,1.59868,0.951172,0.718291,0.994429,-0.202146,-1.45457,-0.192238,0
|
||||
0.111882,-1.33767,0.951172,-1.07744,0.994429,3.43649,-0.031621,1.47136,2
|
||||
1.79011,1.59868,-1.03965,-1.07744,0.994429,-0.202146,1.39132,-0.192238,0
|
||||
-1.56635,1.59868,0.951172,-1.07744,0.994429,-0.202146,-1.45457,1.47136,0
|
||||
0.111882,-1.33767,0.951172,-1.07744,0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
0.111882,1.59868,0.951172,0.718291,0.994429,-0.202146,1.39132,1.47136,0
|
||||
0.111882,0.130505,0.951172,0.718291,-0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
-1.56635,1.59868,0.951172,0.718291,0.994429,-0.202146,-0.031621,1.47136,0
|
||||
-1.56635,0.130505,-1.03965,-1.07744,0.994429,-0.202146,1.39132,-0.192238,2
|
||||
0.111882,0.130505,0.951172,0.718291,0.994429,-0.202146,1.39132,1.47136,0
|
||||
0.111882,0.130505,0.951172,0.718291,0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
1.79011,1.59868,0.951172,0.718291,-0.994429,-0.202146,-1.45457,-0.192238,0
|
||||
-1.56635,0.130505,0.951172,0.718291,0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
1.79011,0.130505,0.951172,-2.87316,-0.994429,-0.202146,-1.45457,-0.192238,0
|
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-1.56635,0.130505,-1.03965,-1.07744,-0.994429,-0.202146,-1.45457,-0.192238,0
|
||||
0.111882,0.130505,-1.03965,0.718291,-0.994429,-0.202146,1.39132,1.47136,0
|
||||
0.111882,0.130505,0.951172,0.718291,0.994429,-0.202146,1.39132,-0.192238,2
|
||||
0.111882,0.130505,0.951172,-1.07744,0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
-1.56635,-1.33767,0.951172,0.718291,0.994429,-0.202146,1.39132,-0.192238,0
|
||||
0.111882,0.130505,-1.03965,-1.07744,0.994429,-0.202146,-1.45457,-0.192238,0
|
||||
0.111882,-1.33767,0.951172,0.718291,-0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
-1.56635,0.130505,-1.03965,-1.07744,-0.994429,-0.202146,-1.45457,-0.192238,0
|
||||
0.111882,0.130505,0.951172,0.718291,-0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
-1.56635,0.130505,-1.03965,0.718291,-0.994429,-0.202146,-0.031621,-0.192238,2
|
||||
-1.56635,-1.33767,0.951172,0.718291,0.994429,-0.202146,1.39132,-0.192238,2
|
||||
-1.56635,-1.33767,0.951172,0.718291,-0.994429,-0.202146,-0.031621,-1.1904,2
|
||||
0.111882,0.130505,0.951172,-1.07744,0.994429,-0.202146,-1.45457,-0.192238,0
|
||||
-1.56635,-1.33767,0.951172,0.718291,0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
-1.56635,0.130505,0.951172,0.718291,-0.994429,-0.202146,-0.031621,1.47136,2
|
||||
1.79011,1.59868,0.951172,-1.07744,0.994429,-0.202146,-0.031621,1.47136,2
|
||||
0.111882,0.130505,0.951172,0.718291,-0.994429,-0.202146,-0.031621,-0.192238,2
|
||||
-1.56635,-1.33767,-1.03965,0.718291,-0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
-1.56635,0.130505,0.951172,0.718291,0.994429,-0.202146,-0.031621,-0.192238,2
|
||||
-1.56635,0.130505,0.951172,-1.07744,0.994429,-0.202146,-0.031621,-3.51944,1
|
||||
0.111882,0.130505,-1.03965,0.718291,0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
1.79011,1.59868,-1.03965,-1.07744,-0.994429,-0.202146,1.39132,-3.51944,0
|
||||
0.111882,1.59868,0.951172,-2.87316,0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
0.111882,1.59868,0.951172,0.718291,0.994429,-3.84078,-1.45457,-0.192238,0
|
||||
-1.56635,1.59868,-1.03965,0.718291,0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
0.111882,-1.33767,-1.03965,-1.07744,0.994429,-0.202146,1.39132,-0.192238,0
|
||||
0.111882,0.130505,0.951172,0.718291,0.994429,-0.202146,-1.45457,-0.192238,2
|
||||
1.79011,1.59868,-1.03965,0.718291,0.994429,-0.202146,-1.45457,-0.192238,0
|
||||
0.111882,0.130505,0.951172,0.718291,0.994429,-0.202146,-0.031621,1.47136,0
|
||||
1.79011,0.130505,0.951172,-1.07744,-0.994429,-0.202146,1.39132,1.47136,0
|
||||
0.111882,-1.33767,0.951172,-1.07744,0.994429,-0.202146,-1.45457,-0.192238,0
|
||||
-1.56635,-1.33767,0.951172,-1.07744,-0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
0.111882,1.59868,0.951172,0.718291,-0.994429,-0.202146,-1.45457,-0.192238,0
|
||||
0.111882,1.59868,0.951172,0.718291,0.994429,-0.202146,1.39132,-0.192238,0
|
||||
0.111882,-1.33767,-1.03965,-1.07744,-0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
0.111882,0.130505,0.951172,0.718291,-0.994429,-0.202146,1.39132,-0.192238,0
|
||||
0.111882,-1.33767,-1.03965,0.718291,-0.994429,-0.202146,1.39132,-0.192238,2
|
||||
1.79011,0.130505,-1.03965,0.718291,0.994429,3.43649,1.39132,-0.192238,0
|
||||
0.111882,0.130505,0.951172,-1.07744,-0.994429,-0.202146,-0.031621,-0.192238,2
|
||||
0.111882,-1.33767,-1.03965,0.718291,0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
0.111882,0.130505,-1.03965,0.718291,0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
0.111882,0.130505,-1.03965,-1.07744,-0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
0.111882,0.130505,-1.03965,-2.87316,-0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
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|
||||
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|
||||
0.111882,0.130505,-1.03965,0.718291,-0.994429,-0.202146,-1.45457,-0.192238,2
|
||||
0.111882,0.130505,-1.03965,-1.07744,-0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
0.111882,-1.33767,-1.03965,-1.07744,-0.994429,-0.202146,-1.45457,-0.192238,0
|
||||
-1.56635,0.130505,0.951172,0.718291,-0.994429,-0.202146,1.39132,-0.192238,0
|
||||
0.111882,0.130505,-1.03965,0.718291,-0.994429,-0.202146,-1.45457,-0.192238,0
|
||||
0.111882,0.130505,-1.03965,0.718291,-0.994429,-0.202146,1.39132,-0.192238,0
|
||||
0.111882,0.130505,-1.03965,0.718291,0.994429,3.43649,-0.031621,-0.192238,2
|
||||
0.111882,0.130505,0.951172,-1.07744,-0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
0.111882,0.130505,-1.03965,0.718291,-0.994429,-0.202146,-0.031621,1.47136,0
|
||||
0.111882,0.130505,-1.03965,0.718291,-0.994429,-0.202146,-0.031621,-0.192238,2
|
||||
0.111882,-1.33767,0.951172,0.718291,-0.994429,-0.202146,1.39132,-0.192238,1
|
||||
1.79011,0.130505,-1.03965,0.718291,0.994429,-0.202146,1.39132,-1.85584,0
|
||||
0.111882,0.130505,-1.03965,0.718291,-0.994429,-0.202146,1.39132,-0.192238,0
|
||||
0.111882,0.130505,-1.03965,0.718291,0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
0.111882,0.130505,-1.03965,0.718291,0.994429,-0.202146,-0.031621,1.47136,2
|
||||
0.111882,0.130505,0.951172,0.718291,0.994429,-0.202146,-0.031621,1.47136,0
|
||||
0.111882,0.130505,-1.03965,0.718291,0.994429,-0.202146,-0.031621,-0.192238,0
|
||||
0.111882,0.130505,0.951172,0.718291,0.994429,-0.202146,-0.031621,1.47136,2
|
||||
6
data/tanveer/post-operative/post-operative.cost
Executable file
6
data/tanveer/post-operative/post-operative.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
|
||||
90
data/tanveer/post-operative/post-operative.data
Executable file
90
data/tanveer/post-operative/post-operative.data
Executable file
@@ -0,0 +1,90 @@
|
||||
mid low excellent mid stable stable stable 15 A
|
||||
mid high excellent high stable stable stable 10 S
|
||||
high low excellent high stable stable mod-stable 10 A
|
||||
mid low good high stable unstable mod-stable 15 A
|
||||
mid mid excellent high stable stable stable 10 A
|
||||
high low good mid stable stable unstable 15 S
|
||||
mid low excellent high stable stable mod-stable 05 S
|
||||
high mid excellent mid unstable unstable stable 10 S
|
||||
mid high good mid stable stable stable 10 S
|
||||
mid low excellent mid unstable stable mod-stable 10 S
|
||||
mid mid good mid stable stable stable 15 A
|
||||
mid low good high stable stable mod-stable 10 A
|
||||
high high excellent high unstable stable unstable 15 A
|
||||
mid high good mid unstable stable mod-stable 10 A
|
||||
mid low good high unstable unstable stable 15 S
|
||||
high high excellent high unstable stable unstable 10 A
|
||||
low high good high unstable stable mod-stable 15 A
|
||||
mid low good high unstable stable stable 10 A
|
||||
mid high good mid unstable stable unstable 15 A
|
||||
mid mid good mid stable stable stable 10 A
|
||||
low high good mid unstable stable stable 15 A
|
||||
low mid excellent high unstable stable unstable 10 S
|
||||
mid mid good mid unstable stable unstable 15 A
|
||||
mid mid good mid unstable stable stable 10 A
|
||||
high high good mid stable stable mod-stable 10 A
|
||||
low mid good mid unstable stable stable 10 A
|
||||
high mid good low stable stable mod-stable 10 A
|
||||
low mid excellent high stable stable mod-stable 10 A
|
||||
mid mid excellent mid stable stable unstable 15 A
|
||||
mid mid good mid unstable stable unstable 10 S
|
||||
mid mid good high unstable stable stable 10 A
|
||||
low low good mid unstable stable unstable 10 A
|
||||
mid mid excellent high unstable stable mod-stable 10 A
|
||||
mid low good mid stable stable stable 10 A
|
||||
low mid excellent high stable stable mod-stable 10 A
|
||||
mid mid good mid stable stable stable 10 A
|
||||
low mid excellent mid stable stable stable 10 S
|
||||
low low good mid unstable stable unstable 10 S
|
||||
low low good mid stable stable stable 07 S
|
||||
mid mid good high unstable stable mod-stable 10 A
|
||||
low low good mid unstable stable stable 10 A
|
||||
low mid good mid stable stable stable 15 S
|
||||
high high good high unstable stable stable 15 S
|
||||
mid mid good mid stable stable stable 10 S
|
||||
low low excellent mid stable stable stable 10 A
|
||||
low mid good mid unstable stable stable 10 S
|
||||
low mid good high unstable stable stable ? I
|
||||
mid mid excellent mid unstable stable stable 10 A
|
||||
high high excellent high stable stable unstable ? A
|
||||
mid high good low unstable stable stable 10 A
|
||||
mid high good mid unstable mod-stable mod-stable 10 A
|
||||
low high excellent mid unstable stable stable 10 A
|
||||
mid low excellent high unstable stable unstable 10 A
|
||||
mid mid good mid unstable stable mod-stable 10 S
|
||||
high high excellent mid unstable stable mod-stable 10 A
|
||||
mid mid good mid unstable stable stable 15 A
|
||||
high mid good high stable stable unstable 15 A
|
||||
mid low good high unstable stable mod-stable 10 A
|
||||
low low good high stable stable stable 10 A
|
||||
mid high good mid stable stable mod-stable 10 A
|
||||
mid high good mid unstable stable unstable 10 A
|
||||
mid low excellent high stable stable stable 10 A
|
||||
mid mid good mid stable stable unstable 10 A
|
||||
mid low excellent mid stable stable unstable 10 S
|
||||
high mid excellent mid unstable unstable unstable 10 A
|
||||
mid mid good high stable stable stable 10 S
|
||||
mid low excellent mid unstable stable stable 10 A
|
||||
mid mid excellent mid unstable stable stable 10 A
|
||||
mid mid excellent high stable stable stable 10 A
|
||||
mid mid excellent low stable stable stable 10 A
|
||||
mid low excellent mid unstable unstable unstable ? A
|
||||
low low excellent mid stable stable stable 10 A
|
||||
mid mid excellent mid stable stable mod-stable 10 S
|
||||
mid mid excellent high stable stable stable 10 A
|
||||
mid low excellent high stable stable mod-stable 10 A
|
||||
low mid good mid stable stable unstable 10 A
|
||||
mid mid excellent mid stable stable mod-stable 10 A
|
||||
mid mid excellent mid stable stable unstable 10 A
|
||||
mid mid excellent mid unstable unstable stable 10 S
|
||||
mid mid good high stable stable stable 10 A
|
||||
mid mid excellent mid stable stable stable 15 A
|
||||
mid mid excellent mid stable stable stable 10 S
|
||||
mid low good mid stable stable unstable 10 I
|
||||
high mid excellent mid unstable stable unstable 05 A
|
||||
mid mid excellent mid stable stable unstable 10 A
|
||||
mid mid excellent mid unstable stable stable 10 A
|
||||
mid mid excellent mid unstable stable stable 15 S
|
||||
mid mid good mid unstable stable stable 15 A
|
||||
mid mid excellent mid unstable stable stable 10 A
|
||||
mid mid good mid unstable stable stable 15 S
|
||||
69
data/tanveer/post-operative/post-operative.names
Executable file
69
data/tanveer/post-operative/post-operative.names
Executable file
@@ -0,0 +1,69 @@
|
||||
|
||||
1. Title: Postoperative Patient Data
|
||||
|
||||
2. Source Information:
|
||||
-- Creators: Sharon Summers, School of Nursing, University of Kansas
|
||||
Medical Center, Kansas City, KS 66160
|
||||
Linda Woolery, School of Nursing, University of Missouri,
|
||||
Columbia, MO 65211
|
||||
-- Donor: Jerzy W. Grzymala-Busse (jerzy@cs.ukans.edu) (913)864-4488
|
||||
-- Date: June 1993
|
||||
|
||||
3. Past Usage:
|
||||
1. A. Budihardjo, J. Grzymala-Busse, L. Woolery (1991). Program LERS_LB 2.5
|
||||
as a tool for knowledge acquisition in nursing, Proceedings of the 4th
|
||||
Int. Conference on Industrial & Engineering Applications of AI & Expert
|
||||
Systems, pp. 735-740.
|
||||
|
||||
2. L. Woolery, J. Grzymala-Busse, S. Summers, A. Budihardjo (1991). The use
|
||||
of machine learning program LERS_LB 2.5 in knowledge acquisition for
|
||||
expert system development in nursing. Computers in Nursing 9, pp. 227-234.
|
||||
|
||||
4. Relevant Information:
|
||||
The classification task of this database is to determine where
|
||||
patients in a postoperative recovery area should be sent to next.
|
||||
Because hypothermia is a significant concern after surgery
|
||||
(Woolery, L. et. al. 1991), the attributes correspond roughly to body
|
||||
temperature measurements.
|
||||
|
||||
Results:
|
||||
-- LERS (LEM2): 48% accuracy
|
||||
|
||||
5. Number of Instances: 90
|
||||
|
||||
6. Number of Attributes: 9 including the decision (class attribute)
|
||||
|
||||
7. Attribute Information:
|
||||
1. L-CORE (patient's internal temperature in C):
|
||||
high (> 37), mid (>= 36 and <= 37), low (< 36)
|
||||
2. L-SURF (patient's surface temperature in C):
|
||||
high (> 36.5), mid (>= 36.5 and <= 35), low (< 35)
|
||||
3. L-O2 (oxygen saturation in %):
|
||||
excellent (>= 98), good (>= 90 and < 98),
|
||||
fair (>= 80 and < 90), poor (< 80)
|
||||
4. L-BP (last measurement of blood pressure):
|
||||
high (> 130/90), mid (<= 130/90 and >= 90/70), low (< 90/70)
|
||||
5. SURF-STBL (stability of patient's surface temperature):
|
||||
stable, mod-stable, unstable
|
||||
6. CORE-STBL (stability of patient's core temperature)
|
||||
stable, mod-stable, unstable
|
||||
7. BP-STBL (stability of patient's blood pressure)
|
||||
stable, mod-stable, unstable
|
||||
8. COMFORT (patient's perceived comfort at discharge, measured as
|
||||
an integer between 0 and 20)
|
||||
9. decision ADM-DECS (discharge decision):
|
||||
I (patient sent to Intensive Care Unit),
|
||||
S (patient prepared to go home),
|
||||
A (patient sent to general hospital floor)
|
||||
|
||||
8. Missing Attribute Values:
|
||||
Attribute 8 has 3 missing values
|
||||
|
||||
9. Class Distribution:
|
||||
I (2)
|
||||
S (24)
|
||||
A (64)
|
||||
|
||||
|
||||
|
||||
|
||||
8
data/tanveer/post-operative/post-operative.txt
Executable file
8
data/tanveer/post-operative/post-operative.txt
Executable file
@@ -0,0 +1,8 @@
|
||||
n_entradas= 8
|
||||
n_clases= 3
|
||||
n_arquivos= 1
|
||||
fich1= post-operative_R.dat
|
||||
n_patrons1= 90
|
||||
n_patrons_entrena= 45
|
||||
n_patrons_valida= 45
|
||||
n_conxuntos= 1
|
||||
91
data/tanveer/post-operative/post-operative_R.dat
Executable file
91
data/tanveer/post-operative/post-operative_R.dat
Executable file
@@ -0,0 +1,91 @@
|
||||
f1 f2 f3 f4 f5 f6 f7 f8 clase
|
||||
1 0.111882 -1.33767 -1.03965 0.718291 -0.994429 -0.202146 -0.031621 1.47136 0
|
||||
2 0.111882 1.59868 -1.03965 -1.07744 -0.994429 -0.202146 -0.031621 -0.192238 2
|
||||
3 1.79011 -1.33767 -1.03965 -1.07744 -0.994429 -0.202146 -1.45457 -0.192238 0
|
||||
4 0.111882 -1.33767 0.951172 -1.07744 -0.994429 3.43649 -1.45457 1.47136 0
|
||||
5 0.111882 0.130505 -1.03965 -1.07744 -0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
6 1.79011 -1.33767 0.951172 0.718291 -0.994429 -0.202146 1.39132 1.47136 2
|
||||
7 0.111882 -1.33767 -1.03965 -1.07744 -0.994429 -0.202146 -1.45457 -1.85584 2
|
||||
8 1.79011 0.130505 -1.03965 0.718291 0.994429 3.43649 -0.031621 -0.192238 2
|
||||
9 0.111882 1.59868 0.951172 0.718291 -0.994429 -0.202146 -0.031621 -0.192238 2
|
||||
10 0.111882 -1.33767 -1.03965 0.718291 0.994429 -0.202146 -1.45457 -0.192238 2
|
||||
11 0.111882 0.130505 0.951172 0.718291 -0.994429 -0.202146 -0.031621 1.47136 0
|
||||
12 0.111882 -1.33767 0.951172 -1.07744 -0.994429 -0.202146 -1.45457 -0.192238 0
|
||||
13 1.79011 1.59868 -1.03965 -1.07744 0.994429 -0.202146 1.39132 1.47136 0
|
||||
14 0.111882 1.59868 0.951172 0.718291 0.994429 -0.202146 -1.45457 -0.192238 0
|
||||
15 0.111882 -1.33767 0.951172 -1.07744 0.994429 3.43649 -0.031621 1.47136 2
|
||||
16 1.79011 1.59868 -1.03965 -1.07744 0.994429 -0.202146 1.39132 -0.192238 0
|
||||
17 -1.56635 1.59868 0.951172 -1.07744 0.994429 -0.202146 -1.45457 1.47136 0
|
||||
18 0.111882 -1.33767 0.951172 -1.07744 0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
19 0.111882 1.59868 0.951172 0.718291 0.994429 -0.202146 1.39132 1.47136 0
|
||||
20 0.111882 0.130505 0.951172 0.718291 -0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
21 -1.56635 1.59868 0.951172 0.718291 0.994429 -0.202146 -0.031621 1.47136 0
|
||||
22 -1.56635 0.130505 -1.03965 -1.07744 0.994429 -0.202146 1.39132 -0.192238 2
|
||||
23 0.111882 0.130505 0.951172 0.718291 0.994429 -0.202146 1.39132 1.47136 0
|
||||
24 0.111882 0.130505 0.951172 0.718291 0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
25 1.79011 1.59868 0.951172 0.718291 -0.994429 -0.202146 -1.45457 -0.192238 0
|
||||
26 -1.56635 0.130505 0.951172 0.718291 0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
27 1.79011 0.130505 0.951172 -2.87316 -0.994429 -0.202146 -1.45457 -0.192238 0
|
||||
28 -1.56635 0.130505 -1.03965 -1.07744 -0.994429 -0.202146 -1.45457 -0.192238 0
|
||||
29 0.111882 0.130505 -1.03965 0.718291 -0.994429 -0.202146 1.39132 1.47136 0
|
||||
30 0.111882 0.130505 0.951172 0.718291 0.994429 -0.202146 1.39132 -0.192238 2
|
||||
31 0.111882 0.130505 0.951172 -1.07744 0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
32 -1.56635 -1.33767 0.951172 0.718291 0.994429 -0.202146 1.39132 -0.192238 0
|
||||
33 0.111882 0.130505 -1.03965 -1.07744 0.994429 -0.202146 -1.45457 -0.192238 0
|
||||
34 0.111882 -1.33767 0.951172 0.718291 -0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
35 -1.56635 0.130505 -1.03965 -1.07744 -0.994429 -0.202146 -1.45457 -0.192238 0
|
||||
36 0.111882 0.130505 0.951172 0.718291 -0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
37 -1.56635 0.130505 -1.03965 0.718291 -0.994429 -0.202146 -0.031621 -0.192238 2
|
||||
38 -1.56635 -1.33767 0.951172 0.718291 0.994429 -0.202146 1.39132 -0.192238 2
|
||||
39 -1.56635 -1.33767 0.951172 0.718291 -0.994429 -0.202146 -0.031621 -1.1904 2
|
||||
40 0.111882 0.130505 0.951172 -1.07744 0.994429 -0.202146 -1.45457 -0.192238 0
|
||||
41 -1.56635 -1.33767 0.951172 0.718291 0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
42 -1.56635 0.130505 0.951172 0.718291 -0.994429 -0.202146 -0.031621 1.47136 2
|
||||
43 1.79011 1.59868 0.951172 -1.07744 0.994429 -0.202146 -0.031621 1.47136 2
|
||||
44 0.111882 0.130505 0.951172 0.718291 -0.994429 -0.202146 -0.031621 -0.192238 2
|
||||
45 -1.56635 -1.33767 -1.03965 0.718291 -0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
46 -1.56635 0.130505 0.951172 0.718291 0.994429 -0.202146 -0.031621 -0.192238 2
|
||||
47 -1.56635 0.130505 0.951172 -1.07744 0.994429 -0.202146 -0.031621 -3.51944 1
|
||||
48 0.111882 0.130505 -1.03965 0.718291 0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
49 1.79011 1.59868 -1.03965 -1.07744 -0.994429 -0.202146 1.39132 -3.51944 0
|
||||
50 0.111882 1.59868 0.951172 -2.87316 0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
51 0.111882 1.59868 0.951172 0.718291 0.994429 -3.84078 -1.45457 -0.192238 0
|
||||
52 -1.56635 1.59868 -1.03965 0.718291 0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
53 0.111882 -1.33767 -1.03965 -1.07744 0.994429 -0.202146 1.39132 -0.192238 0
|
||||
54 0.111882 0.130505 0.951172 0.718291 0.994429 -0.202146 -1.45457 -0.192238 2
|
||||
55 1.79011 1.59868 -1.03965 0.718291 0.994429 -0.202146 -1.45457 -0.192238 0
|
||||
56 0.111882 0.130505 0.951172 0.718291 0.994429 -0.202146 -0.031621 1.47136 0
|
||||
57 1.79011 0.130505 0.951172 -1.07744 -0.994429 -0.202146 1.39132 1.47136 0
|
||||
58 0.111882 -1.33767 0.951172 -1.07744 0.994429 -0.202146 -1.45457 -0.192238 0
|
||||
59 -1.56635 -1.33767 0.951172 -1.07744 -0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
60 0.111882 1.59868 0.951172 0.718291 -0.994429 -0.202146 -1.45457 -0.192238 0
|
||||
61 0.111882 1.59868 0.951172 0.718291 0.994429 -0.202146 1.39132 -0.192238 0
|
||||
62 0.111882 -1.33767 -1.03965 -1.07744 -0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
63 0.111882 0.130505 0.951172 0.718291 -0.994429 -0.202146 1.39132 -0.192238 0
|
||||
64 0.111882 -1.33767 -1.03965 0.718291 -0.994429 -0.202146 1.39132 -0.192238 2
|
||||
65 1.79011 0.130505 -1.03965 0.718291 0.994429 3.43649 1.39132 -0.192238 0
|
||||
66 0.111882 0.130505 0.951172 -1.07744 -0.994429 -0.202146 -0.031621 -0.192238 2
|
||||
67 0.111882 -1.33767 -1.03965 0.718291 0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
68 0.111882 0.130505 -1.03965 0.718291 0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
69 0.111882 0.130505 -1.03965 -1.07744 -0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
70 0.111882 0.130505 -1.03965 -2.87316 -0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
71 0.111882 -1.33767 -1.03965 0.718291 0.994429 3.43649 1.39132 -3.51944 0
|
||||
72 -1.56635 -1.33767 -1.03965 0.718291 -0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
73 0.111882 0.130505 -1.03965 0.718291 -0.994429 -0.202146 -1.45457 -0.192238 2
|
||||
74 0.111882 0.130505 -1.03965 -1.07744 -0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
75 0.111882 -1.33767 -1.03965 -1.07744 -0.994429 -0.202146 -1.45457 -0.192238 0
|
||||
76 -1.56635 0.130505 0.951172 0.718291 -0.994429 -0.202146 1.39132 -0.192238 0
|
||||
77 0.111882 0.130505 -1.03965 0.718291 -0.994429 -0.202146 -1.45457 -0.192238 0
|
||||
78 0.111882 0.130505 -1.03965 0.718291 -0.994429 -0.202146 1.39132 -0.192238 0
|
||||
79 0.111882 0.130505 -1.03965 0.718291 0.994429 3.43649 -0.031621 -0.192238 2
|
||||
80 0.111882 0.130505 0.951172 -1.07744 -0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
81 0.111882 0.130505 -1.03965 0.718291 -0.994429 -0.202146 -0.031621 1.47136 0
|
||||
82 0.111882 0.130505 -1.03965 0.718291 -0.994429 -0.202146 -0.031621 -0.192238 2
|
||||
83 0.111882 -1.33767 0.951172 0.718291 -0.994429 -0.202146 1.39132 -0.192238 1
|
||||
84 1.79011 0.130505 -1.03965 0.718291 0.994429 -0.202146 1.39132 -1.85584 0
|
||||
85 0.111882 0.130505 -1.03965 0.718291 -0.994429 -0.202146 1.39132 -0.192238 0
|
||||
86 0.111882 0.130505 -1.03965 0.718291 0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
87 0.111882 0.130505 -1.03965 0.718291 0.994429 -0.202146 -0.031621 1.47136 2
|
||||
88 0.111882 0.130505 0.951172 0.718291 0.994429 -0.202146 -0.031621 1.47136 0
|
||||
89 0.111882 0.130505 -1.03965 0.718291 0.994429 -0.202146 -0.031621 -0.192238 0
|
||||
90 0.111882 0.130505 0.951172 0.718291 0.994429 -0.202146 -0.031621 1.47136 2
|
||||
Reference in New Issue
Block a user