mirror of
https://github.com/Doctorado-ML/Stree_datasets.git
synced 2025-08-17 08:26:02 +00:00
Commit Inicial
This commit is contained in:
129
data/tanveer/acute-inflammation/acute-inflammation.arff
Executable file
129
data/tanveer/acute-inflammation/acute-inflammation.arff
Executable file
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@relation acute-inflammation
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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-inflammation/acute-inflammation.cost
Executable file
5
data/tanveer/acute-inflammation/acute-inflammation.cost
Executable file
@@ -0,0 +1,5 @@
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% Rows Columns
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||||
2 2
|
||||
% Matrix elements
|
||||
0.0 1.0
|
||||
1.0 0.0
|
||||
8
data/tanveer/acute-inflammation/acute-inflammation.txt
Executable file
8
data/tanveer/acute-inflammation/acute-inflammation.txt
Executable file
@@ -0,0 +1,8 @@
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n_entradas= 6
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n_clases= 2
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n_arquivos= 1
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fich1= acute-inflammation_R.dat
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n_patrons1= 120
|
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n_patrons_entrena= 60
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n_patrons_valida= 60
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n_conxuntos= 1
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121
data/tanveer/acute-inflammation/acute-inflammation_R.dat
Executable file
121
data/tanveer/acute-inflammation/acute-inflammation_R.dat
Executable file
@@ -0,0 +1,121 @@
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f1 f2 f3 f4 f5 f6 clase
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|
||||
54 -0.508026 -0.562162 -1.17828 0.704154 1.01256 1.17828 1
|
||||
55 -0.508026 -0.562162 -1.17828 0.704154 -0.979364 -0.841625 1
|
||||
56 -0.453055 -0.562162 -1.17828 0.704154 1.01256 -0.841625 1
|
||||
57 -0.453055 -0.562162 -1.17828 0.704154 1.01256 -0.841625 1
|
||||
58 -0.453055 -0.562162 0.841625 -1.40831 -0.979364 -0.841625 0
|
||||
59 -0.453055 -0.562162 -1.17828 0.704154 1.01256 1.17828 1
|
||||
60 -0.453055 -0.562162 -1.17828 0.704154 -0.979364 -0.841625 1
|
||||
61 -0.398084 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
62 -0.398084 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
63 -0.343112 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
64 -0.23317 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
65 -0.123227 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
66 -0.0132847 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
67 0.0966578 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
68 0.151629 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
69 0.371514 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
70 0.536428 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
71 0.701342 1.76402 0.841625 0.704154 1.01256 1.17828 1
|
||||
72 0.701342 1.76402 0.841625 0.704154 1.01256 1.17828 1
|
||||
73 0.701342 1.76402 0.841625 0.704154 1.01256 -0.841625 1
|
||||
74 0.701342 -0.562162 -1.17828 -1.40831 -0.979364 -0.841625 0
|
||||
75 0.701342 -0.562162 -1.17828 -1.40831 -0.979364 -0.841625 0
|
||||
76 0.701342 1.76402 0.841625 -1.40831 1.01256 -0.841625 0
|
||||
77 0.701342 1.76402 0.841625 -1.40831 1.01256 -0.841625 0
|
||||
78 0.701342 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
79 0.756313 1.76402 0.841625 0.704154 1.01256 -0.841625 1
|
||||
80 0.811284 1.76402 0.841625 0.704154 1.01256 1.17828 1
|
||||
81 0.811284 -0.562162 -1.17828 -1.40831 -0.979364 -0.841625 0
|
||||
82 0.811284 1.76402 0.841625 -1.40831 1.01256 -0.841625 0
|
||||
83 0.866255 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
84 0.921227 1.76402 0.841625 0.704154 1.01256 1.17828 1
|
||||
85 0.921227 1.76402 0.841625 0.704154 1.01256 -0.841625 1
|
||||
86 0.921227 1.76402 0.841625 0.704154 1.01256 -0.841625 1
|
||||
87 0.921227 -0.562162 -1.17828 -1.40831 -0.979364 -0.841625 0
|
||||
88 0.921227 1.76402 0.841625 -1.40831 1.01256 -0.841625 0
|
||||
89 0.976198 1.76402 0.841625 0.704154 1.01256 -0.841625 1
|
||||
90 1.03117 1.76402 0.841625 0.704154 1.01256 1.17828 1
|
||||
91 1.03117 -0.562162 -1.17828 -1.40831 -0.979364 -0.841625 0
|
||||
92 1.03117 1.76402 0.841625 -1.40831 1.01256 -0.841625 0
|
||||
93 1.08614 1.76402 0.841625 0.704154 1.01256 1.17828 1
|
||||
94 1.08614 1.76402 0.841625 0.704154 1.01256 -0.841625 1
|
||||
95 1.08614 -0.562162 -1.17828 -1.40831 -0.979364 -0.841625 0
|
||||
96 1.08614 1.76402 0.841625 -1.40831 1.01256 -0.841625 0
|
||||
97 1.08614 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
98 1.14111 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
99 1.19608 1.76402 0.841625 0.704154 1.01256 -0.841625 1
|
||||
100 1.19608 1.76402 0.841625 0.704154 1.01256 -0.841625 1
|
||||
101 1.19608 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
102 1.25105 1.76402 0.841625 0.704154 1.01256 1.17828 1
|
||||
103 1.25105 -0.562162 -1.17828 -1.40831 -0.979364 -0.841625 0
|
||||
104 1.25105 1.76402 0.841625 -1.40831 1.01256 -0.841625 0
|
||||
105 1.25105 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
106 1.30603 1.76402 0.841625 0.704154 1.01256 1.17828 1
|
||||
107 1.30603 1.76402 0.841625 0.704154 1.01256 -0.841625 1
|
||||
108 1.30603 -0.562162 -1.17828 -1.40831 -0.979364 -0.841625 0
|
||||
109 1.30603 1.76402 0.841625 -1.40831 1.01256 -0.841625 0
|
||||
110 1.30603 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
111 1.361 1.76402 0.841625 0.704154 1.01256 1.17828 1
|
||||
112 1.361 -0.562162 -1.17828 -1.40831 -0.979364 -0.841625 0
|
||||
113 1.361 1.76402 0.841625 -1.40831 1.01256 -0.841625 0
|
||||
114 1.361 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
115 1.41597 1.76402 0.841625 0.704154 1.01256 -0.841625 1
|
||||
116 1.47094 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
117 1.52591 -0.562162 -1.17828 -1.40831 -0.979364 -0.841625 0
|
||||
118 1.52591 1.76402 0.841625 -1.40831 1.01256 -0.841625 0
|
||||
119 1.52591 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
120 1.52591 -0.562162 0.841625 0.704154 -0.979364 1.17828 0
|
||||
2
data/tanveer/acute-inflammation/conxuntos.dat
Executable file
2
data/tanveer/acute-inflammation/conxuntos.dat
Executable file
@@ -0,0 +1,2 @@
|
||||
97 68 37 12 103 28 113 34 32 65 63 61 73 2 109 86 5 87 102 66 22 75 69 77 74 108 80 57 118 76 85 79 98 26 46 23 71 21 59 106 13 27 8 31 78 89 84 18 58 48 92 70 51 54 101 1 29 35 55 56
|
||||
7 50 11 62 60 112 4 107 96 67 117 90 14 116 0 82 15 100 94 40 41 19 111 91 52 95 104 115 64 81 119 93 33 45 49 72 38 25 83 43 9 88 6 17 36 16 42 44 110 99 105 3 114 47 10 24 20 30 39 53
|
||||
8
data/tanveer/acute-inflammation/conxuntos_kfold.dat
Executable file
8
data/tanveer/acute-inflammation/conxuntos_kfold.dat
Executable file
@@ -0,0 +1,8 @@
|
||||
87 97 7 115 32 67 107 65 82 40 60 22 11 108 52 111 64 66 0 104 75 41 63 4 96 102 112 73 80 119 76 61 81 113 94 15 2 37 12 90 34 109 50 100 117 27 20 98 39 31 78 17 25 9 56 35 45 47 49 54 83 51 21 101 55 92 93 16 29 46 72 110 44 114 85 36 38 48 43 59 70 99 23 53 58 30 3 24 106 88
|
||||
28 103 62 116 86 5 14 91 57 19 74 68 69 77 95 118 71 42 105 79 33 10 84 89 6 1 13 18 8 26
|
||||
2 68 32 66 14 15 67 50 57 118 76 34 116 80 91 22 73 7 65 115 103 97 60 82 81 4 74 40 87 107 113 77 12 96 109 5 41 102 0 111 108 90 62 37 69 33 26 55 13 27 110 56 44 20 24 79 71 45 30 43 8 72 85 88 36 89 17 84 47 38 21 42 16 18 78 53 23 92 93 39 46 70 58 29 31 10 35 83 25 59
|
||||
11 95 86 61 104 63 117 64 75 28 52 94 19 100 112 119 1 98 51 48 101 105 54 106 49 114 6 9 99 3
|
||||
62 87 117 100 0 95 11 50 19 67 74 118 34 97 40 22 104 28 37 109 4 76 116 73 5 96 7 82 112 66 86 75 115 111 103 81 80 91 90 113 65 63 102 41 12 13 93 53 9 79 8 38 21 55 23 31 44 3 99 43 101 56 83 45 105 39 18 10 92 25 33 51 26 84 98 1 42 59 27 49 70 29 20 35 72 89 88 114 30 48
|
||||
77 52 57 94 64 107 61 68 32 2 108 69 15 14 60 119 6 17 24 16 46 78 85 71 110 58 36 54 106 47
|
||||
19 22 15 62 104 118 109 52 81 50 82 108 69 119 11 95 74 86 87 115 75 102 41 63 64 113 77 66 116 5 61 60 4 12 90 96 103 76 32 57 65 112 2 111 0 17 38 48 24 92 29 49 46 1 3 42 59 84 44 83 101 106 71 30 33 26 31 23 6 114 18 16 56 43 25 72 99 70 58 53 36 51 10 8 47 78 13 89 98 105
|
||||
40 100 94 73 67 97 7 34 68 80 107 14 28 91 117 37 85 79 45 9 35 93 88 20 55 21 39 110 54 27
|
||||
120
data/tanveer/acute-inflammation/diagnosis.data
Executable file
120
data/tanveer/acute-inflammation/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-inflammation/diagnosis.names
Executable file
109
data/tanveer/acute-inflammation/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-inflammation/le_datos.m
Executable file
30
data/tanveer/acute-inflammation/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
|
||||
t = fscanf(f,'%s', 1);
|
||||
if strcmp(t, 'no')
|
||||
cl(1,i)=0;
|
||||
else
|
||||
cl(1,i)=1;
|
||||
end
|
||||
fscanf(f,'%s',1);
|
||||
end
|
||||
fclose(f);
|
||||
Reference in New Issue
Block a user