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2020-11-20 11:23:40 +01:00
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data/tanveer/iris/iris.arff Executable file
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@relation iris
@attribute 'f1' real
@attribute 'f2' real
@attribute 'f3' real
@attribute 'f4' real
@attribute 'clase' {0,1,2}
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data/tanveer/iris/iris.cost Executable file
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% Rows Columns
3 3
% Matrix elements
0.0 1.0 1.0
1.0 0.0 1.0
1.0 1.0 0.0

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data/tanveer/iris/iris.data Executable file
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5.1 3.5 1.4 0.2 Iris-setosa
4.9 3.0 1.4 0.2 Iris-setosa
4.7 3.2 1.3 0.2 Iris-setosa
4.6 3.1 1.5 0.2 Iris-setosa
5.0 3.6 1.4 0.2 Iris-setosa
5.4 3.9 1.7 0.4 Iris-setosa
4.6 3.4 1.4 0.3 Iris-setosa
5.0 3.4 1.5 0.2 Iris-setosa
4.4 2.9 1.4 0.2 Iris-setosa
4.9 3.1 1.5 0.1 Iris-setosa
5.4 3.7 1.5 0.2 Iris-setosa
4.8 3.4 1.6 0.2 Iris-setosa
4.8 3.0 1.4 0.1 Iris-setosa
4.3 3.0 1.1 0.1 Iris-setosa
5.8 4.0 1.2 0.2 Iris-setosa
5.7 4.4 1.5 0.4 Iris-setosa
5.4 3.9 1.3 0.4 Iris-setosa
5.1 3.5 1.4 0.3 Iris-setosa
5.7 3.8 1.7 0.3 Iris-setosa
5.1 3.8 1.5 0.3 Iris-setosa
5.4 3.4 1.7 0.2 Iris-setosa
5.1 3.7 1.5 0.4 Iris-setosa
4.6 3.6 1.0 0.2 Iris-setosa
5.1 3.3 1.7 0.5 Iris-setosa
4.8 3.4 1.9 0.2 Iris-setosa
5.0 3.0 1.6 0.2 Iris-setosa
5.0 3.4 1.6 0.4 Iris-setosa
5.2 3.5 1.5 0.2 Iris-setosa
5.2 3.4 1.4 0.2 Iris-setosa
4.7 3.2 1.6 0.2 Iris-setosa
4.8 3.1 1.6 0.2 Iris-setosa
5.4 3.4 1.5 0.4 Iris-setosa
5.2 4.1 1.5 0.1 Iris-setosa
5.5 4.2 1.4 0.2 Iris-setosa
4.9 3.1 1.5 0.1 Iris-setosa
5.0 3.2 1.2 0.2 Iris-setosa
5.5 3.5 1.3 0.2 Iris-setosa
4.9 3.1 1.5 0.1 Iris-setosa
4.4 3.0 1.3 0.2 Iris-setosa
5.1 3.4 1.5 0.2 Iris-setosa
5.0 3.5 1.3 0.3 Iris-setosa
4.5 2.3 1.3 0.3 Iris-setosa
4.4 3.2 1.3 0.2 Iris-setosa
5.0 3.5 1.6 0.6 Iris-setosa
5.1 3.8 1.9 0.4 Iris-setosa
4.8 3.0 1.4 0.3 Iris-setosa
5.1 3.8 1.6 0.2 Iris-setosa
4.6 3.2 1.4 0.2 Iris-setosa
5.3 3.7 1.5 0.2 Iris-setosa
5.0 3.3 1.4 0.2 Iris-setosa
7.0 3.2 4.7 1.4 Iris-versicolor
6.4 3.2 4.5 1.5 Iris-versicolor
6.9 3.1 4.9 1.5 Iris-versicolor
5.5 2.3 4.0 1.3 Iris-versicolor
6.5 2.8 4.6 1.5 Iris-versicolor
5.7 2.8 4.5 1.3 Iris-versicolor
6.3 3.3 4.7 1.6 Iris-versicolor
4.9 2.4 3.3 1.0 Iris-versicolor
6.6 2.9 4.6 1.3 Iris-versicolor
5.2 2.7 3.9 1.4 Iris-versicolor
5.0 2.0 3.5 1.0 Iris-versicolor
5.9 3.0 4.2 1.5 Iris-versicolor
6.0 2.2 4.0 1.0 Iris-versicolor
6.1 2.9 4.7 1.4 Iris-versicolor
5.6 2.9 3.6 1.3 Iris-versicolor
6.7 3.1 4.4 1.4 Iris-versicolor
5.6 3.0 4.5 1.5 Iris-versicolor
5.8 2.7 4.1 1.0 Iris-versicolor
6.2 2.2 4.5 1.5 Iris-versicolor
5.6 2.5 3.9 1.1 Iris-versicolor
5.9 3.2 4.8 1.8 Iris-versicolor
6.1 2.8 4.0 1.3 Iris-versicolor
6.3 2.5 4.9 1.5 Iris-versicolor
6.1 2.8 4.7 1.2 Iris-versicolor
6.4 2.9 4.3 1.3 Iris-versicolor
6.6 3.0 4.4 1.4 Iris-versicolor
6.8 2.8 4.8 1.4 Iris-versicolor
6.7 3.0 5.0 1.7 Iris-versicolor
6.0 2.9 4.5 1.5 Iris-versicolor
5.7 2.6 3.5 1.0 Iris-versicolor
5.5 2.4 3.8 1.1 Iris-versicolor
5.5 2.4 3.7 1.0 Iris-versicolor
5.8 2.7 3.9 1.2 Iris-versicolor
6.0 2.7 5.1 1.6 Iris-versicolor
5.4 3.0 4.5 1.5 Iris-versicolor
6.0 3.4 4.5 1.6 Iris-versicolor
6.7 3.1 4.7 1.5 Iris-versicolor
6.3 2.3 4.4 1.3 Iris-versicolor
5.6 3.0 4.1 1.3 Iris-versicolor
5.5 2.5 4.0 1.3 Iris-versicolor
5.5 2.6 4.4 1.2 Iris-versicolor
6.1 3.0 4.6 1.4 Iris-versicolor
5.8 2.6 4.0 1.2 Iris-versicolor
5.0 2.3 3.3 1.0 Iris-versicolor
5.6 2.7 4.2 1.3 Iris-versicolor
5.7 3.0 4.2 1.2 Iris-versicolor
5.7 2.9 4.2 1.3 Iris-versicolor
6.2 2.9 4.3 1.3 Iris-versicolor
5.1 2.5 3.0 1.1 Iris-versicolor
5.7 2.8 4.1 1.3 Iris-versicolor
6.3 3.3 6.0 2.5 Iris-virginica
5.8 2.7 5.1 1.9 Iris-virginica
7.1 3.0 5.9 2.1 Iris-virginica
6.3 2.9 5.6 1.8 Iris-virginica
6.5 3.0 5.8 2.2 Iris-virginica
7.6 3.0 6.6 2.1 Iris-virginica
4.9 2.5 4.5 1.7 Iris-virginica
7.3 2.9 6.3 1.8 Iris-virginica
6.7 2.5 5.8 1.8 Iris-virginica
7.2 3.6 6.1 2.5 Iris-virginica
6.5 3.2 5.1 2.0 Iris-virginica
6.4 2.7 5.3 1.9 Iris-virginica
6.8 3.0 5.5 2.1 Iris-virginica
5.7 2.5 5.0 2.0 Iris-virginica
5.8 2.8 5.1 2.4 Iris-virginica
6.4 3.2 5.3 2.3 Iris-virginica
6.5 3.0 5.5 1.8 Iris-virginica
7.7 3.8 6.7 2.2 Iris-virginica
7.7 2.6 6.9 2.3 Iris-virginica
6.0 2.2 5.0 1.5 Iris-virginica
6.9 3.2 5.7 2.3 Iris-virginica
5.6 2.8 4.9 2.0 Iris-virginica
7.7 2.8 6.7 2.0 Iris-virginica
6.3 2.7 4.9 1.8 Iris-virginica
6.7 3.3 5.7 2.1 Iris-virginica
7.2 3.2 6.0 1.8 Iris-virginica
6.2 2.8 4.8 1.8 Iris-virginica
6.1 3.0 4.9 1.8 Iris-virginica
6.4 2.8 5.6 2.1 Iris-virginica
7.2 3.0 5.8 1.6 Iris-virginica
7.4 2.8 6.1 1.9 Iris-virginica
7.9 3.8 6.4 2.0 Iris-virginica
6.4 2.8 5.6 2.2 Iris-virginica
6.3 2.8 5.1 1.5 Iris-virginica
6.1 2.6 5.6 1.4 Iris-virginica
7.7 3.0 6.1 2.3 Iris-virginica
6.3 3.4 5.6 2.4 Iris-virginica
6.4 3.1 5.5 1.8 Iris-virginica
6.0 3.0 4.8 1.8 Iris-virginica
6.9 3.1 5.4 2.1 Iris-virginica
6.7 3.1 5.6 2.4 Iris-virginica
6.9 3.1 5.1 2.3 Iris-virginica
5.8 2.7 5.1 1.9 Iris-virginica
6.8 3.2 5.9 2.3 Iris-virginica
6.7 3.3 5.7 2.5 Iris-virginica
6.7 3.0 5.2 2.3 Iris-virginica
6.3 2.5 5.0 1.9 Iris-virginica
6.5 3.0 5.2 2.0 Iris-virginica
6.2 3.4 5.4 2.3 Iris-virginica
5.9 3.0 5.1 1.8 Iris-virginica

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data/tanveer/iris/iris.names Executable file
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1. Title: Iris Plants Database
Updated Sept 21 by C.Blake - Added discrepency information
2. Sources:
(a) Creator: R.A. Fisher
(b) Donor: Michael Marshall (MARSHALL%PLU@io.arc.nasa.gov)
(c) Date: July, 1988
3. Past Usage:
- Publications: too many to mention!!! Here are a few.
1. Fisher,R.A. "The use of multiple measurements in taxonomic problems"
Annual Eugenics, 7, Part II, 179-188 (1936); also in "Contributions
to Mathematical Statistics" (John Wiley, NY, 1950).
2. Duda,R.O., & Hart,P.E. (1973) Pattern Classification and Scene Analysis.
(Q327.D83) John Wiley & Sons. ISBN 0-471-22361-1. See page 218.
3. Dasarathy, B.V. (1980) "Nosing Around the Neighborhood: A New System
Structure and Classification Rule for Recognition in Partially Exposed
Environments". IEEE Transactions on Pattern Analysis and Machine
Intelligence, Vol. PAMI-2, No. 1, 67-71.
-- Results:
-- very low misclassification rates (0% for the setosa class)
4. Gates, G.W. (1972) "The Reduced Nearest Neighbor Rule". IEEE
Transactions on Information Theory, May 1972, 431-433.
-- Results:
-- very low misclassification rates again
5. See also: 1988 MLC Proceedings, 54-64. Cheeseman et al's AUTOCLASS II
conceptual clustering system finds 3 classes in the data.
4. Relevant Information:
--- This is perhaps the best known database to be found in the pattern
recognition literature. Fisher's paper is a classic in the field
and is referenced frequently to this day. (See Duda & Hart, for
example.) The data set contains 3 classes of 50 instances each,
where each class refers to a type of iris plant. One class is
linearly separable from the other 2; the latter are NOT linearly
separable from each other.
--- Predicted attribute: class of iris plant.
--- This is an exceedingly simple domain.
--- This data differs from the data presented in Fishers article
(identified by Steve Chadwick, spchadwick@espeedaz.net )
The 35th sample should be: 4.9,3.1,1.5,0.2,"Iris-setosa"
where the error is in the fourth feature.
The 38th sample: 4.9,3.6,1.4,0.1,"Iris-setosa"
where the errors are in the second and third features.
5. Number of Instances: 150 (50 in each of three classes)
6. Number of Attributes: 4 numeric, predictive attributes and the class
7. Attribute Information:
1. sepal length in cm
2. sepal width in cm
3. petal length in cm
4. petal width in cm
5. class:
-- Iris Setosa
-- Iris Versicolour
-- Iris Virginica
8. Missing Attribute Values: None
Summary Statistics:
Min Max Mean SD Class Correlation
sepal length: 4.3 7.9 5.84 0.83 0.7826
sepal width: 2.0 4.4 3.05 0.43 -0.4194
petal length: 1.0 6.9 3.76 1.76 0.9490 (high!)
petal width: 0.1 2.5 1.20 0.76 0.9565 (high!)
9. Class Distribution: 33.3% for each of 3 classes.

8
data/tanveer/iris/iris.txt Executable file
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n_entradas= 4
n_clases= 3
n_arquivos= 1
fich1= iris_R.dat
n_patrons1= 150
n_patrons_entrena= 75
n_patrons_valida= 75
n_conxuntos= 1

151
data/tanveer/iris/iris_R.dat Executable file
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f1 f2 f3 f4 clase
1 -0.897674 1.02861 -1.33679 -1.30859 0
2 -1.1392 -0.12454 -1.33679 -1.30859 0
3 -1.38073 0.33672 -1.39347 -1.30859 0
4 -1.50149 0.10609 -1.28012 -1.30859 0
5 -1.01844 1.25924 -1.33679 -1.30859 0
6 -0.535384 1.95113 -1.16677 -1.04652 0
7 -1.50149 0.797981 -1.33679 -1.17756 0
8 -1.01844 0.797981 -1.28012 -1.30859 0
9 -1.74302 -0.355171 -1.33679 -1.30859 0
10 -1.1392 0.10609 -1.28012 -1.43963 0
11 -0.535384 1.48987 -1.28012 -1.30859 0
12 -1.25996 0.797981 -1.22344 -1.30859 0
13 -1.25996 -0.12454 -1.33679 -1.43963 0
14 -1.86378 -0.12454 -1.50682 -1.43963 0
15 -0.0523308 2.18176 -1.45015 -1.30859 0
16 -0.173094 3.10428 -1.28012 -1.04652 0
17 -0.535384 1.95113 -1.39347 -1.04652 0
18 -0.897674 1.02861 -1.33679 -1.17756 0
19 -0.173094 1.7205 -1.16677 -1.17756 0
20 -0.897674 1.7205 -1.28012 -1.17756 0
21 -0.535384 0.797981 -1.16677 -1.30859 0
22 -0.897674 1.48987 -1.28012 -1.04652 0
23 -1.50149 1.25924 -1.5635 -1.30859 0
24 -0.897674 0.567351 -1.16677 -0.915491 0
25 -1.25996 0.797981 -1.05341 -1.30859 0
26 -1.01844 -0.12454 -1.22344 -1.30859 0
27 -1.01844 0.797981 -1.22344 -1.04652 0
28 -0.776911 1.02861 -1.28012 -1.30859 0
29 -0.776911 0.797981 -1.33679 -1.30859 0
30 -1.38073 0.33672 -1.22344 -1.30859 0
31 -1.25996 0.10609 -1.22344 -1.30859 0
32 -0.535384 0.797981 -1.28012 -1.04652 0
33 -0.776911 2.41239 -1.28012 -1.43963 0
34 -0.414621 2.64302 -1.33679 -1.30859 0
35 -1.1392 0.10609 -1.28012 -1.43963 0
36 -1.01844 0.33672 -1.45015 -1.30859 0
37 -0.414621 1.02861 -1.39347 -1.30859 0
38 -1.1392 0.10609 -1.28012 -1.43963 0
39 -1.74302 -0.12454 -1.39347 -1.30859 0
40 -0.897674 0.797981 -1.28012 -1.30859 0
41 -1.01844 1.02861 -1.39347 -1.17756 0
42 -1.62225 -1.73895 -1.39347 -1.17756 0
43 -1.74302 0.33672 -1.39347 -1.30859 0
44 -1.01844 1.02861 -1.22344 -0.784457 0
45 -0.897674 1.7205 -1.05341 -1.04652 0
46 -1.25996 -0.12454 -1.33679 -1.17756 0
47 -0.897674 1.7205 -1.22344 -1.30859 0
48 -1.50149 0.33672 -1.33679 -1.30859 0
49 -0.656147 1.48987 -1.28012 -1.30859 0
50 -1.01844 0.567351 -1.33679 -1.30859 0
51 1.39683 0.33672 0.533509 0.263815 1
52 0.672249 0.33672 0.420157 0.394849 1
53 1.27607 0.10609 0.64686 0.394849 1
54 -0.414621 -1.73895 0.136778 0.132781 1
55 0.793012 -0.585801 0.476833 0.394849 1
56 -0.173094 -0.585801 0.420157 0.132781 1
57 0.551486 0.567351 0.533509 0.525883 1
58 -1.1392 -1.50832 -0.259953 -0.260321 1
59 0.913776 -0.355171 0.476833 0.132781 1
60 -0.776911 -0.816431 0.0801018 0.263815 1
61 -1.01844 -2.43084 -0.146601 -0.260321 1
62 0.0684325 -0.12454 0.250129 0.394849 1
63 0.189196 -1.96958 0.136778 -0.260321 1
64 0.309959 -0.355171 0.533509 0.263815 1
65 -0.293857 -0.355171 -0.0899257 0.132781 1
66 1.03454 0.10609 0.363481 0.263815 1
67 -0.293857 -0.12454 0.420157 0.394849 1
68 -0.0523308 -0.816431 0.193454 -0.260321 1
69 0.430722 -1.96958 0.420157 0.394849 1
70 -0.293857 -1.27769 0.0801018 -0.129287 1
71 0.0684325 0.33672 0.590184 0.787951 1
72 0.309959 -0.585801 0.136778 0.132781 1
73 0.551486 -1.27769 0.64686 0.394849 1
74 0.309959 -0.585801 0.533509 0.00174712 1
75 0.672249 -0.355171 0.306805 0.132781 1
76 0.913776 -0.12454 0.363481 0.263815 1
77 1.1553 -0.585801 0.590184 0.263815 1
78 1.03454 -0.12454 0.703536 0.656917 1
79 0.189196 -0.355171 0.420157 0.394849 1
80 -0.173094 -1.04706 -0.146601 -0.260321 1
81 -0.414621 -1.50832 0.023426 -0.129287 1
82 -0.414621 -1.50832 -0.0332498 -0.260321 1
83 -0.0523308 -0.816431 0.0801018 0.00174712 1
84 0.189196 -0.816431 0.760212 0.525883 1
85 -0.535384 -0.12454 0.420157 0.394849 1
86 0.189196 0.797981 0.420157 0.525883 1
87 1.03454 0.10609 0.533509 0.394849 1
88 0.551486 -1.73895 0.363481 0.132781 1
89 -0.293857 -0.12454 0.193454 0.132781 1
90 -0.414621 -1.27769 0.136778 0.132781 1
91 -0.414621 -1.04706 0.363481 0.00174712 1
92 0.309959 -0.12454 0.476833 0.263815 1
93 -0.0523308 -1.04706 0.136778 0.00174712 1
94 -1.01844 -1.73895 -0.259953 -0.260321 1
95 -0.293857 -0.816431 0.250129 0.132781 1
96 -0.173094 -0.12454 0.250129 0.00174712 1
97 -0.173094 -0.355171 0.250129 0.132781 1
98 0.430722 -0.355171 0.306805 0.132781 1
99 -0.897674 -1.27769 -0.429981 -0.129287 1
100 -0.173094 -0.585801 0.193454 0.132781 1
101 0.551486 0.567351 1.27029 1.70519 2
102 -0.0523308 -0.816431 0.760212 0.918985 2
103 1.51759 -0.12454 1.21362 1.18105 2
104 0.551486 -0.355171 1.04359 0.787951 2
105 0.793012 -0.12454 1.15694 1.31209 2
106 2.12141 -0.12454 1.61035 1.18105 2
107 -1.1392 -1.27769 0.420157 0.656917 2
108 1.75912 -0.355171 1.44032 0.787951 2
109 1.03454 -1.27769 1.15694 0.787951 2
110 1.63836 1.25924 1.32697 1.70519 2
111 0.793012 0.33672 0.760212 1.05002 2
112 0.672249 -0.816431 0.873564 0.918985 2
113 1.1553 -0.12454 0.986915 1.18105 2
114 -0.173094 -1.27769 0.703536 1.05002 2
115 -0.0523308 -0.585801 0.760212 1.57416 2
116 0.672249 0.33672 0.873564 1.44312 2
117 0.793012 -0.12454 0.986915 0.787951 2
118 2.24217 1.7205 1.66703 1.31209 2
119 2.24217 -1.04706 1.78038 1.44312 2
120 0.189196 -1.96958 0.703536 0.394849 2
121 1.27607 0.33672 1.10027 1.44312 2
122 -0.293857 -0.585801 0.64686 1.05002 2
123 2.24217 -0.585801 1.66703 1.05002 2
124 0.551486 -0.816431 0.64686 0.787951 2
125 1.03454 0.567351 1.10027 1.18105 2
126 1.63836 0.33672 1.27029 0.787951 2
127 0.430722 -0.585801 0.590184 0.787951 2
128 0.309959 -0.12454 0.64686 0.787951 2
129 0.672249 -0.585801 1.04359 1.18105 2
130 1.63836 -0.12454 1.15694 0.525883 2
131 1.87988 -0.585801 1.32697 0.918985 2
132 2.4837 1.7205 1.497 1.05002 2
133 0.672249 -0.585801 1.04359 1.31209 2
134 0.551486 -0.585801 0.760212 0.394849 2
135 0.309959 -1.04706 1.04359 0.263815 2
136 2.24217 -0.12454 1.32697 1.44312 2
137 0.551486 0.797981 1.04359 1.57416 2
138 0.672249 0.10609 0.986915 0.787951 2
139 0.189196 -0.12454 0.590184 0.787951 2
140 1.27607 0.10609 0.930239 1.18105 2
141 1.03454 0.10609 1.04359 1.57416 2
142 1.27607 0.10609 0.760212 1.44312 2
143 -0.0523308 -0.816431 0.760212 0.918985 2
144 1.1553 0.33672 1.21362 1.44312 2
145 1.03454 0.567351 1.10027 1.70519 2
146 1.03454 -0.12454 0.816888 1.44312 2
147 0.551486 -1.27769 0.703536 0.918985 2
148 0.793012 -0.12454 0.816888 1.05002 2
149 0.430722 0.797981 0.930239 1.44312 2
150 0.0684325 -0.12454 0.760212 0.787951 2

32
data/tanveer/iris/le_datos.m Executable file
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printf('lendo problema %s ...\n', problema);
n_entradas= 4; n_clases= 3; n_fich= 1; fich{1}= 'iris.data'; n_patrons(1)= 150;
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
x(i_fich,i,j) = fscanf(f,'%g',1);
end
t= fscanf(f,'%s',1); % lectura da clase
if strcmp(t, 'Iris-setosa')
cl(i_fich,i) = 0;
elseif strcmp(t, 'Iris-versicolor')
cl(i_fich,i) = 1;
elseif strcmp(t, 'Iris-virginica')
cl(i_fich,i) = 2;
else
error('clase %s descoñecida', t)
end
end
fclose(f);
end