mirror of
https://github.com/Doctorado-ML/Stree_datasets.git
synced 2025-08-17 00:16:09 +00:00
Commit Inicial
This commit is contained in:
129
data/tanveer/acute-nephritis/acute-nephritis.arff
Executable file
129
data/tanveer/acute-nephritis/acute-nephritis.arff
Executable file
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@relation acute-nephritis
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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 'clase' {0,1}
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@data
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||||
5
data/tanveer/acute-nephritis/acute-nephritis.cost
Executable file
5
data/tanveer/acute-nephritis/acute-nephritis.cost
Executable file
@@ -0,0 +1,5 @@
|
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% Rows Columns
|
||||
2 2
|
||||
% Matrix elements
|
||||
0.0 1.0
|
||||
1.0 0.0
|
||||
8
data/tanveer/acute-nephritis/acute-nephritis.txt
Executable file
8
data/tanveer/acute-nephritis/acute-nephritis.txt
Executable file
@@ -0,0 +1,8 @@
|
||||
n_entradas= 6
|
||||
n_clases= 2
|
||||
n_arquivos= 1
|
||||
fich1= acute-nephritis_R.dat
|
||||
n_patrons1= 120
|
||||
n_patrons_entrena= 60
|
||||
n_patrons_valida= 60
|
||||
n_conxuntos= 1
|
||||
121
data/tanveer/acute-nephritis/acute-nephritis_R.dat
Executable file
121
data/tanveer/acute-nephritis/acute-nephritis_R.dat
Executable file
@@ -0,0 +1,121 @@
|
||||
f1 f2 f3 f4 f5 f6 clase
|
||||
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121
data/tanveer/acute-nephritis/acute_R.dat
Executable file
121
data/tanveer/acute-nephritis/acute_R.dat
Executable file
@@ -0,0 +1,121 @@
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||||
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|
||||
118 1.52591 1.76402 0.841625 -1.40831 1.01256 -0.841625 -0.979364 1
|
||||
119 1.52591 -0.562162 0.841625 0.704154 -0.979364 1.17828 -0.979364 1
|
||||
120 1.52591 -0.562162 0.841625 0.704154 -0.979364 1.17828 -0.979364 1
|
||||
2
data/tanveer/acute-nephritis/conxuntos.dat
Executable file
2
data/tanveer/acute-nephritis/conxuntos.dat
Executable file
@@ -0,0 +1,2 @@
|
||||
16 49 26 5 80 54 37 33 39 15 57 111 45 19 48 43 6 29 17 7 107 2 90 12 25 22 42 51 9 55 102 27 20 8 21 105 115 81 95 62 84 112 85 106 91 98 63 110 101 113 117 104 67 71 100 77 76 65 69 92
|
||||
73 53 46 47 24 31 52 58 74 28 116 86 56 11 50 94 41 10 32 59 3 30 13 34 23 36 44 0 38 18 1 35 14 4 40 79 70 88 64 96 61 109 83 68 89 97 93 108 78 82 118 119 87 72 99 66 114 75 103 60
|
||||
8
data/tanveer/acute-nephritis/conxuntos_kfold.dat
Executable file
8
data/tanveer/acute-nephritis/conxuntos_kfold.dat
Executable file
@@ -0,0 +1,8 @@
|
||||
54 48 17 37 50 90 18 4 0 25 10 8 38 14 33 107 55 59 39 32 44 6 52 49 15 42 12 58 86 23 53 80 36 40 21 94 35 28 73 46 27 1 22 74 102 57 13 41 34 47 111 45 66 78 98 77 104 69 97 101 62 83 64 110 108 71 105 118 92 75 84 82 87 96 103 88 114 70 63 67 76 113 68 61 100 109 99 95 65 115
|
||||
2 11 5 9 24 26 20 3 30 56 16 7 31 51 43 116 19 29 117 106 91 79 93 72 81 60 85 112 89 119
|
||||
80 18 29 43 15 58 3 36 74 34 56 53 49 21 26 30 39 48 59 73 16 55 24 47 9 6 33 94 38 0 11 28 50 32 1 27 20 31 111 102 51 22 52 19 44 14 13 107 4 8 17 37 85 76 101 64 84 99 63 75 92 61 104 87 88 67 79 83 105 115 66 60 97 96 110 70 114 95 112 113 108 72 71 106 77 118 62 117 93 109
|
||||
116 90 23 40 2 86 10 45 12 57 35 25 41 7 5 46 42 54 100 89 81 69 98 82 103 91 78 65 68 119
|
||||
28 36 26 8 35 19 3 54 80 44 50 34 30 7 24 52 33 86 31 23 46 102 37 11 0 41 18 55 6 5 40 1 43 15 22 94 111 2 13 51 4 90 45 10 21 56 17 74 53 47 73 39 75 70 113 88 105 109 96 89 84 118 65 68 64 82 106 63 69 110 60 104 99 66 83 117 115 67 98 72 95 85 62 114 108 79 97 87 71 103
|
||||
29 38 32 25 49 58 20 57 14 27 48 42 59 16 12 116 9 107 112 78 81 61 91 92 93 101 100 77 76 119
|
||||
40 24 4 57 29 35 10 59 28 17 80 7 50 25 3 42 32 44 2 47 34 21 30 51 53 26 0 22 37 86 116 111 48 13 1 107 90 43 39 58 49 74 56 11 19 46 54 14 41 16 8 73 70 60 101 95 75 100 96 114 99 91 71 72 83 106 85 78 108 77 66 105 115 61 109 64 76 68 93 82 67 88 69 63 81 98 104 110 89 113
|
||||
23 20 15 12 33 27 36 45 9 52 6 94 38 102 31 18 55 5 84 103 112 118 79 97 117 87 92 119 65 62
|
||||
120
data/tanveer/acute-nephritis/diagnosis.data
Executable file
120
data/tanveer/acute-nephritis/diagnosis.data
Executable file
@@ -0,0 +1,120 @@
|
||||
35.5 no yes no no no no no
|
||||
35.9 no no yes yes yes yes no
|
||||
35.9 no yes no no no no no
|
||||
36.0 no no yes yes yes yes no
|
||||
36.0 no yes no no no no no
|
||||
36.0 no yes no no no no no
|
||||
36.2 no no yes yes yes yes no
|
||||
36.2 no yes no no no no no
|
||||
36.3 no no yes yes yes yes no
|
||||
36.6 no no yes yes yes yes no
|
||||
36.6 no no yes yes yes yes no
|
||||
36.6 no yes no no no no no
|
||||
36.6 no yes no no no no no
|
||||
36.7 no no yes yes yes yes no
|
||||
36.7 no yes no no no no no
|
||||
36.7 no yes no no no no no
|
||||
36.8 no no yes yes yes yes no
|
||||
36.8 no no yes yes yes yes no
|
||||
36.9 no no yes yes yes yes no
|
||||
36.9 no yes no no no no no
|
||||
37.0 no no yes yes no yes no
|
||||
37.0 no no yes yes no yes no
|
||||
37.0 no yes no no no no no
|
||||
37.0 no no yes yes yes yes no
|
||||
37.0 no no yes yes yes yes no
|
||||
37.0 no no yes yes yes yes no
|
||||
37.0 no no yes yes yes yes no
|
||||
37.0 no no yes no no yes no
|
||||
37.1 no yes no no no no no
|
||||
37.1 no no yes yes yes yes no
|
||||
37.1 no no yes no no yes no
|
||||
37.2 no no yes yes no yes no
|
||||
37.2 no yes no no no no no
|
||||
37.2 no no yes no no yes no
|
||||
37.3 no yes no no no no no
|
||||
37.3 no no yes yes yes yes no
|
||||
37.3 no no yes no no yes no
|
||||
37.4 no yes no no no no no
|
||||
37.4 no no yes no no yes no
|
||||
37.5 no no yes yes no yes no
|
||||
37.5 no yes no no no no no
|
||||
37.5 no yes no no no no no
|
||||
37.5 no no yes yes yes yes no
|
||||
37.5 no no yes no no yes no
|
||||
37.5 no no yes no no yes no
|
||||
37.6 no no yes yes no yes no
|
||||
37.6 no no yes yes no yes no
|
||||
37.6 no no yes yes yes yes no
|
||||
37.7 no no yes yes no yes no
|
||||
37.7 no no yes yes no yes no
|
||||
37.7 no yes no no no no no
|
||||
37.7 no no yes no no yes no
|
||||
37.8 no yes no no no no no
|
||||
37.8 no no yes yes yes yes no
|
||||
37.8 no no yes no no yes no
|
||||
37.9 no no yes yes no yes no
|
||||
37.9 no no yes yes no yes no
|
||||
37.9 no yes no no no no no
|
||||
37.9 no no yes yes yes yes no
|
||||
37.9 no no yes no no yes no
|
||||
38.0 no yes yes no yes no yes
|
||||
38.0 no yes yes no yes no yes
|
||||
38.1 no yes yes no yes no yes
|
||||
38.3 no yes yes no yes no yes
|
||||
38.5 no yes yes no yes no yes
|
||||
38.7 no yes yes no yes no yes
|
||||
38.9 no yes yes no yes no yes
|
||||
39.0 no yes yes no yes no yes
|
||||
39.4 no yes yes no yes no yes
|
||||
39.7 no yes yes no yes no yes
|
||||
40.0 yes yes yes yes yes yes yes
|
||||
40.0 yes yes yes yes yes yes yes
|
||||
40.0 yes yes yes yes no yes yes
|
||||
40.0 no no no no no no no
|
||||
40.0 no no no no no no no
|
||||
40.0 yes yes no yes no no yes
|
||||
40.0 yes yes no yes no no yes
|
||||
40.0 no yes yes no yes no yes
|
||||
40.1 yes yes yes yes no yes yes
|
||||
40.2 yes yes yes yes yes yes yes
|
||||
40.2 no no no no no no no
|
||||
40.2 yes yes no yes no no yes
|
||||
40.3 no yes yes no yes no yes
|
||||
40.4 yes yes yes yes yes yes yes
|
||||
40.4 yes yes yes yes no yes yes
|
||||
40.4 yes yes yes yes no yes yes
|
||||
40.4 no no no no no no no
|
||||
40.4 yes yes no yes no no yes
|
||||
40.5 yes yes yes yes no yes yes
|
||||
40.6 yes yes yes yes yes yes yes
|
||||
40.6 no no no no no no no
|
||||
40.6 yes yes no yes no no yes
|
||||
40.7 yes yes yes yes yes yes yes
|
||||
40.7 yes yes yes yes no yes yes
|
||||
40.7 no no no no no no no
|
||||
40.7 yes yes no yes no no yes
|
||||
40.7 no yes yes no yes no yes
|
||||
40.8 no yes yes no yes no yes
|
||||
40.9 yes yes yes yes no yes yes
|
||||
40.9 yes yes yes yes no yes yes
|
||||
40.9 no yes yes no yes no yes
|
||||
41.0 yes yes yes yes yes yes yes
|
||||
41.0 no no no no no no no
|
||||
41.0 yes yes no yes no no yes
|
||||
41.0 no yes yes no yes no yes
|
||||
41.1 yes yes yes yes yes yes yes
|
||||
41.1 yes yes yes yes no yes yes
|
||||
41.1 no no no no no no no
|
||||
41.1 yes yes no yes no no yes
|
||||
41.1 no yes yes no yes no yes
|
||||
41.2 yes yes yes yes yes yes yes
|
||||
41.2 no no no no no no no
|
||||
41.2 yes yes no yes no no yes
|
||||
41.2 no yes yes no yes no yes
|
||||
41.3 yes yes yes yes no yes yes
|
||||
41.4 no yes yes no yes no yes
|
||||
41.5 no no no no no no no
|
||||
41.5 yes yes no yes no no yes
|
||||
41.5 no yes yes no yes no yes
|
||||
41.5 no yes yes no yes no yes
|
||||
109
data/tanveer/acute-nephritis/diagnosis.names
Executable file
109
data/tanveer/acute-nephritis/diagnosis.names
Executable file
@@ -0,0 +1,109 @@
|
||||
Title: Acute Inflammations
|
||||
|
||||
Abstract: The data was created by a medical expert as a data set to test
|
||||
the expert system, which will perform the presumptive diagnosis of two
|
||||
diseases of the urinary system.
|
||||
|
||||
----------------------------------------------------------------------------
|
||||
|
||||
Data Set Characteristics: Multivariate
|
||||
Attribute Characteristics: Categorical, Integer
|
||||
Associated Tasks: Classification
|
||||
Number of Instances: 120
|
||||
Number of Attributes: 6
|
||||
Missing Values? No
|
||||
Area: Life
|
||||
Date Donated: 2009-02-11
|
||||
|
||||
----------------------------------------------------------------------------
|
||||
|
||||
Source:
|
||||
|
||||
Jacek Czerniak, Ph.D., Assistant Professor
|
||||
Systems Research Institute
|
||||
Polish Academy of Sciences
|
||||
Laboratory of Intelligent Systems
|
||||
ul. Newelska 6, Room 218
|
||||
01-447 Warszawa, Poland
|
||||
e-mail: jacek.czerniak 'at' ibspan.waw.pl or jczerniak 'at' ukw.edu.pl
|
||||
|
||||
----------------------------------------------------------------------------
|
||||
|
||||
|
||||
Data Set Information:
|
||||
|
||||
The main idea of this data set is to prepare the algorithm of the expert
|
||||
system, which will perform the presumptive diagnosis of two diseases of
|
||||
urinary system. It will be the example of diagnosing of the acute
|
||||
inflammations of urinary bladder and acute nephritises. For better
|
||||
understanding of the problem let us consider definitions of both
|
||||
diseases given by medics. Acute inflammation of urinary bladder is
|
||||
characterised by sudden occurrence of pains in the abdomen region and
|
||||
the urination in form of constant urine pushing, micturition pains and
|
||||
sometimes lack of urine keeping. Temperature of the body is rising,
|
||||
however most often not above 38C. The excreted urine is turbid and
|
||||
sometimes bloody. At proper treatment, symptoms decay usually within
|
||||
several days. However, there is inclination to returns. At persons with
|
||||
acute inflammation of urinary bladder, we should expect that the illness
|
||||
will turn into protracted form.
|
||||
|
||||
Acute nephritis of renal pelvis origin occurs considerably more often at
|
||||
women than at men. It begins with sudden fever, which reaches, and
|
||||
sometimes exceeds 40C. The fever is accompanied by shivers and one- or
|
||||
both-side lumbar pains, which are sometimes very strong. Symptoms of
|
||||
acute inflammation of urinary bladder appear very often. Quite not
|
||||
infrequently there are nausea and vomiting and spread pains of whole
|
||||
abdomen.
|
||||
|
||||
The data was created by a medical expert as a data set to test the
|
||||
expert system, which will perform the presumptive diagnosis of two
|
||||
diseases of urinary system. The basis for rules detection was Rough Sets
|
||||
Theory. Each instance represents an potential patient.
|
||||
|
||||
The data is in an ASCII file. Attributes are separated by TAB. Each line
|
||||
of the data file starts with a digit which tells the temperature of patient.
|
||||
|
||||
-- Attribute lines:
|
||||
For example, '35,9 no no yes yes yes yes no'
|
||||
Where:
|
||||
'35,9' Temperature of patient
|
||||
'no' Occurrence of nausea
|
||||
'no' Lumbar pain
|
||||
'yes' Urine pushing (continuous need for urination)
|
||||
'yes' Micturition pains
|
||||
'yes' Burning of urethra, itch, swelling of urethra outlet
|
||||
'yes' decision: Inflammation of urinary bladder
|
||||
'no' decision: Nephritis of renal pelvis origin
|
||||
|
||||
----------------------------------------------------------------------------
|
||||
|
||||
Attribute Information:
|
||||
|
||||
a1 Temperature of patient { 35C-42C }
|
||||
a2 Occurrence of nausea { yes, no }
|
||||
a3 Lumbar pain { yes, no }
|
||||
a4 Urine pushing (continuous need for urination) { yes, no }
|
||||
a5 Micturition pains { yes, no }
|
||||
a6 Burning of urethra, itch, swelling of urethra outlet { yes, no }
|
||||
d1 decision: Inflammation of urinary bladder { yes, no }
|
||||
d2 decision: Nephritis of renal pelvis origin { yes, no }
|
||||
|
||||
----------------------------------------------------------------------------
|
||||
|
||||
Relevant Papers:
|
||||
|
||||
J.Czerniak, H.Zarzycki, Application of rough sets in the presumptive
|
||||
diagnosis of urinary system diseases, Artifical Inteligence and Security
|
||||
in Computing Systems, ACS'2002 9th International Conference Proceedings,
|
||||
Kluwer Academic Publishers,2003, pp. 41-51
|
||||
|
||||
----------------------------------------------------------------------------
|
||||
|
||||
Citation Request:
|
||||
|
||||
Please cite:
|
||||
|
||||
J.Czerniak, H.Zarzycki, Application of rough sets in the presumptive
|
||||
diagnosis of urinary system diseases, Artifical Inteligence and Security
|
||||
in Computing Systems, ACS'2002 9th International Conference Proceedings,
|
||||
Kluwer Academic Publishers,2003, pp. 41-51
|
||||
30
data/tanveer/acute-nephritis/le_datos.m
Executable file
30
data/tanveer/acute-nephritis/le_datos.m
Executable file
@@ -0,0 +1,30 @@
|
||||
% acute
|
||||
printf('lendo problema acute ...\n');
|
||||
n_entradas= 6; n_clases= 2; n_fich= 1; fich{1}= 'diagnosis.data'; n_patrons(1)= 120;
|
||||
|
||||
x = zeros(1, n_patrons, n_entradas); cl= zeros(1, n_patrons);
|
||||
|
||||
f=fopen(fich, 'r');
|
||||
if -1==f
|
||||
error('erro en fopen abrindo %s\n', fich);
|
||||
end
|
||||
for i=1:n_patrons
|
||||
fprintf(2,'%5.1f%%\r', 100*i/n_patrons(1));
|
||||
x(1,i,1) = fscanf(f, '%g', 1);
|
||||
for j=2:n_entradas
|
||||
t = fscanf(f,'%s', 1);
|
||||
if strcmp(t, 'no')
|
||||
x(1,i,j)=-1;
|
||||
else
|
||||
x(1,i,j)=1;
|
||||
end
|
||||
end
|
||||
fscanf(f,'%s',1);
|
||||
t = fscanf(f,'%s', 1);
|
||||
if strcmp(t, 'no')
|
||||
cl(1,i)=0;
|
||||
else
|
||||
cl(1,i)=1;
|
||||
end
|
||||
end
|
||||
fclose(f);
|
||||
Reference in New Issue
Block a user