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files/Iris_dataset/A_little_extra_information_about_the_Iris_data_set.pdf 100644
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files/Iris_dataset/README..txt 100644
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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.

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files/Iris_dataset/data_IRIS_setosa-vs-versicolor_3-col.csv 100644
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files/Iris_dataset/data_IRIS_setosa-vs-versicolor_4-col.csv 100644
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a,b,c,d,s
5.1,3.5,1.4,0.2,0
4.9,3.0,1.4,0.2,0
4.7,3.2,1.3,0.2,0
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4.9,3.1,1.5,0.1,0
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4.8,3.4,1.6,0.2,0
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4.3,3.0,1.1,0.1,0
5.8,4.0,1.2,0.2,0
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5.4,3.9,1.3,0.4,0
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5.1,3.3,1.7,0.5,0
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4.9,3.6,1.4,0.1,0
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files/Iris_dataset/data_IRIS_versicolor-vs-virginica_3-col.csv 100644
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6.9,3.1,4.9,0
5.5,2.3,4,0
6.5,2.8,4.6,0
5.7,2.8,4.5,0
6.3,3.3,4.7,0
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101
files/Iris_dataset/data_IRIS_versicolor-vs-virginica_4-col.csv 100644
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@ -0,0 +1,101 @@
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101
files/Iris_dataset/data_IRIS_virginica-vs-setosa_3-col.csv 100644
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@ -0,0 +1,101 @@
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99 6.5 3 5.2 1
100 6.2 3.4 5.4 1
101 5.9 3 5.1 1

101
files/Iris_dataset/data_IRIS_virginica-vs-setosa_4-col.csv 100644
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@ -0,0 +1,101 @@
a,b,c,d,s
5.1,3.5,1.4,0.2,0
4.9,3.0,1.4,0.2,0
4.7,3.2,1.3,0.2,0
4.6,3.1,1.5,0.2,0
5.0,3.6,1.4,0.2,0
5.4,3.9,1.7,0.4,0
4.6,3.4,1.4,0.3,0
5.0,3.4,1.5,0.2,0
4.4,2.9,1.4,0.2,0
4.9,3.1,1.5,0.1,0
5.4,3.7,1.5,0.2,0
4.8,3.4,1.6,0.2,0
4.8,3.0,1.4,0.1,0
4.3,3.0,1.1,0.1,0
5.8,4.0,1.2,0.2,0
5.7,4.4,1.5,0.4,0
5.4,3.9,1.3,0.4,0
5.1,3.5,1.4,0.3,0
5.7,3.8,1.7,0.3,0
5.1,3.8,1.5,0.3,0
5.4,3.4,1.7,0.2,0
5.1,3.7,1.5,0.4,0
4.6,3.6,1.0,0.2,0
5.1,3.3,1.7,0.5,0
4.8,3.4,1.9,0.2,0
5.0,3.0,1.6,0.2,0
5.0,3.4,1.6,0.4,0
5.2,3.5,1.5,0.2,0
5.2,3.4,1.4,0.2,0
4.7,3.2,1.6,0.2,0
4.8,3.1,1.6,0.2,0
5.4,3.4,1.5,0.4,0
5.2,4.1,1.5,0.1,0
5.5,4.2,1.4,0.2,0
4.9,3.1,1.5,0.2,0
5.0,3.2,1.2,0.2,0
5.5,3.5,1.3,0.2,0
4.9,3.6,1.4,0.1,0
4.4,3.0,1.3,0.2,0
5.1,3.4,1.5,0.2,0
5.0,3.5,1.3,0.3,0
4.5,2.3,1.3,0.3,0
4.4,3.2,1.3,0.2,0
5.0,3.5,1.6,0.6,0
5.1,3.8,1.9,0.4,0
4.8,3.0,1.4,0.3,0
5.1,3.8,1.6,0.2,0
4.6,3.2,1.4,0.2,0
5.3,3.7,1.5,0.2,0
5.0,3.3,1.4,0.2,0
6.3,3.3,6.0,2.5,1
5.8,2.7,5.1,1.9,1
7.1,3.0,5.9,2.1,1
6.3,2.9,5.6,1.8,1
6.5,3.0,5.8,2.2,1
7.6,3.0,6.6,2.1,1
4.9,2.5,4.5,1.7,1
7.3,2.9,6.3,1.8,1
6.7,2.5,5.8,1.8,1
7.2,3.6,6.1,2.5,1
6.5,3.2,5.1,2.0,1
6.4,2.7,5.3,1.9,1
6.8,3.0,5.5,2.1,1
5.7,2.5,5.0,2.0,1
5.8,2.8,5.1,2.4,1
6.4,3.2,5.3,2.3,1
6.5,3.0,5.5,1.8,1
7.7,3.8,6.7,2.2,1
7.7,2.6,6.9,2.3,1
6.0,2.2,5.0,1.5,1
6.9,3.2,5.7,2.3,1
5.6,2.8,4.9,2.0,1
7.7,2.8,6.7,2.0,1
6.3,2.7,4.9,1.8,1
6.7,3.3,5.7,2.1,1
7.2,3.2,6.0,1.8,1
6.2,2.8,4.8,1.8,1
6.1,3.0,4.9,1.8,1
6.4,2.8,5.6,2.1,1
7.2,3.0,5.8,1.6,1
7.4,2.8,6.1,1.9,1
7.9,3.8,6.4,2.0,1
6.4,2.8,5.6,2.2,1
6.3,2.8,5.1,1.5,1
6.1,2.6,5.6,1.4,1
7.7,3.0,6.1,2.3,1
6.3,3.4,5.6,2.4,1
6.4,3.1,5.5,1.8,1
6.0,3.0,4.8,1.8,1
6.9,3.1,5.4,2.1,1
6.7,3.1,5.6,2.4,1
6.9,3.1,5.1,2.3,1
5.8,2.7,5.1,1.9,1
6.8,3.2,5.9,2.3,1
6.7,3.3,5.7,2.5,1
6.7,3.0,5.2,2.3,1
6.3,2.5,5.0,1.9,1
6.5,3.0,5.2,2.0,1
6.2,3.4,5.4,2.3,1
5.9,3.0,5.1,1.8,1
1 a b c d s
2 5.1 3.5 1.4 0.2 0
3 4.9 3.0 1.4 0.2 0
4 4.7 3.2 1.3 0.2 0
5 4.6 3.1 1.5 0.2 0
6 5.0 3.6 1.4 0.2 0
7 5.4 3.9 1.7 0.4 0
8 4.6 3.4 1.4 0.3 0
9 5.0 3.4 1.5 0.2 0
10 4.4 2.9 1.4 0.2 0
11 4.9 3.1 1.5 0.1 0
12 5.4 3.7 1.5 0.2 0
13 4.8 3.4 1.6 0.2 0
14 4.8 3.0 1.4 0.1 0
15 4.3 3.0 1.1 0.1 0
16 5.8 4.0 1.2 0.2 0
17 5.7 4.4 1.5 0.4 0
18 5.4 3.9 1.3 0.4 0
19 5.1 3.5 1.4 0.3 0
20 5.7 3.8 1.7 0.3 0
21 5.1 3.8 1.5 0.3 0
22 5.4 3.4 1.7 0.2 0
23 5.1 3.7 1.5 0.4 0
24 4.6 3.6 1.0 0.2 0
25 5.1 3.3 1.7 0.5 0
26 4.8 3.4 1.9 0.2 0
27 5.0 3.0 1.6 0.2 0
28 5.0 3.4 1.6 0.4 0
29 5.2 3.5 1.5 0.2 0
30 5.2 3.4 1.4 0.2 0
31 4.7 3.2 1.6 0.2 0
32 4.8 3.1 1.6 0.2 0
33 5.4 3.4 1.5 0.4 0
34 5.2 4.1 1.5 0.1 0
35 5.5 4.2 1.4 0.2 0
36 4.9 3.1 1.5 0.2 0
37 5.0 3.2 1.2 0.2 0
38 5.5 3.5 1.3 0.2 0
39 4.9 3.6 1.4 0.1 0
40 4.4 3.0 1.3 0.2 0
41 5.1 3.4 1.5 0.2 0
42 5.0 3.5 1.3 0.3 0
43 4.5 2.3 1.3 0.3 0
44 4.4 3.2 1.3 0.2 0
45 5.0 3.5 1.6 0.6 0
46 5.1 3.8 1.9 0.4 0
47 4.8 3.0 1.4 0.3 0
48 5.1 3.8 1.6 0.2 0
49 4.6 3.2 1.4 0.2 0
50 5.3 3.7 1.5 0.2 0
51 5.0 3.3 1.4 0.2 0
52 6.3 3.3 6.0 2.5 1
53 5.8 2.7 5.1 1.9 1
54 7.1 3.0 5.9 2.1 1
55 6.3 2.9 5.6 1.8 1
56 6.5 3.0 5.8 2.2 1
57 7.6 3.0 6.6 2.1 1
58 4.9 2.5 4.5 1.7 1
59 7.3 2.9 6.3 1.8 1
60 6.7 2.5 5.8 1.8 1
61 7.2 3.6 6.1 2.5 1
62 6.5 3.2 5.1 2.0 1
63 6.4 2.7 5.3 1.9 1
64 6.8 3.0 5.5 2.1 1
65 5.7 2.5 5.0 2.0 1
66 5.8 2.8 5.1 2.4 1
67 6.4 3.2 5.3 2.3 1
68 6.5 3.0 5.5 1.8 1
69 7.7 3.8 6.7 2.2 1
70 7.7 2.6 6.9 2.3 1
71 6.0 2.2 5.0 1.5 1
72 6.9 3.2 5.7 2.3 1
73 5.6 2.8 4.9 2.0 1
74 7.7 2.8 6.7 2.0 1
75 6.3 2.7 4.9 1.8 1
76 6.7 3.3 5.7 2.1 1
77 7.2 3.2 6.0 1.8 1
78 6.2 2.8 4.8 1.8 1
79 6.1 3.0 4.9 1.8 1
80 6.4 2.8 5.6 2.1 1
81 7.2 3.0 5.8 1.6 1
82 7.4 2.8 6.1 1.9 1
83 7.9 3.8 6.4 2.0 1
84 6.4 2.8 5.6 2.2 1
85 6.3 2.8 5.1 1.5 1
86 6.1 2.6 5.6 1.4 1
87 7.7 3.0 6.1 2.3 1
88 6.3 3.4 5.6 2.4 1
89 6.4 3.1 5.5 1.8 1
90 6.0 3.0 4.8 1.8 1
91 6.9 3.1 5.4 2.1 1
92 6.7 3.1 5.6 2.4 1
93 6.9 3.1 5.1 2.3 1
94 5.8 2.7 5.1 1.9 1
95 6.8 3.2 5.9 2.3 1
96 6.7 3.3 5.7 2.5 1
97 6.7 3.0 5.2 2.3 1
98 6.3 2.5 5.0 1.9 1
99 6.5 3.0 5.2 2.0 1
100 6.2 3.4 5.4 2.3 1
101 5.9 3.0 5.1 1.8 1

150
files/Iris_dataset/iris_data_corrected.csv 100644
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@ -0,0 +1,150 @@
5.1,3.5,1.4,0.2,Iris-setosa
4.9,3,1.4,0.2,Iris-setosa
4.7,3.2,1.3,0.2,Iris-setosa
4.6,3.1,1.5,0.2,Iris-setosa
5,3.6,1.4,0.2,Iris-setosa
5.4,3.9,1.7,0.4,Iris-setosa
4.6,3.4,1.4,0.3,Iris-setosa
5,3.4,1.5,0.2,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
4.8,3,1.4,0.1,Iris-setosa
4.3,3,1.1,0.1,Iris-setosa
5.8,4,1.2,0.2,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
4.6,3.6,1,0.2,Iris-setosa
5.1,3.3,1.7,0.5,Iris-setosa
4.8,3.4,1.9,0.2,Iris-setosa
5,3,1.6,0.2,Iris-setosa
5,3.4,1.6,0.4,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
4.9,3.1,1.5,0.2,Iris-setosa
5,3.2,1.2,0.2,Iris-setosa
5.5,3.5,1.3,0.2,Iris-setosa
4.9,3.6,1.4,0.1,Iris-setosa
4.4,3,1.3,0.2,Iris-setosa
5.1,3.4,1.5,0.2,Iris-setosa
5,3.5,1.3,0.3,Iris-setosa
4.5,2.3,1.3,0.3,Iris-setosa
4.4,3.2,1.3,0.2,Iris-setosa
5,3.5,1.6,0.6,Iris-setosa
5.1,3.8,1.9,0.4,Iris-setosa
4.8,3,1.4,0.3,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
5,3.3,1.4,0.2,Iris-setosa
7,3.2,4.7,1.4,Iris-versicolor
6.4,3.2,4.5,1.5,Iris-versicolor
6.9,3.1,4.9,1.5,Iris-versicolor
5.5,2.3,4,1.3,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,Iris-versicolor
6.6,2.9,4.6,1.3,Iris-versicolor
5.2,2.7,3.9,1.4,Iris-versicolor
5,2,3.5,1,Iris-versicolor
5.9,3,4.2,1.5,Iris-versicolor
6,2.2,4,1,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
5.6,3,4.5,1.5,Iris-versicolor
5.8,2.7,4.1,1,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
6.1,2.8,4,1.3,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
6.6,3,4.4,1.4,Iris-versicolor
6.8,2.8,4.8,1.4,Iris-versicolor
6.7,3,5,1.7,Iris-versicolor
6,2.9,4.5,1.5,Iris-versicolor
5.7,2.6,3.5,1,Iris-versicolor
5.5,2.4,3.8,1.1,Iris-versicolor
5.5,2.4,3.7,1,Iris-versicolor
5.8,2.7,3.9,1.2,Iris-versicolor
6,2.7,5.1,1.6,Iris-versicolor
5.4,3,4.5,1.5,Iris-versicolor
6,3.4,4.5,1.6,Iris-versicolor
6.7,3.1,4.7,1.5,Iris-versicolor
6.3,2.3,4.4,1.3,Iris-versicolor
5.6,3,4.1,1.3,Iris-versicolor
5.5,2.5,4,1.3,Iris-versicolor
5.5,2.6,4.4,1.2,Iris-versicolor
6.1,3,4.6,1.4,Iris-versicolor
5.8,2.6,4,1.2,Iris-versicolor
5,2.3,3.3,1,Iris-versicolor
5.6,2.7,4.2,1.3,Iris-versicolor
5.7,3,4.2,1.2,Iris-versicolor
5.7,2.9,4.2,1.3,Iris-versicolor
6.2,2.9,4.3,1.3,Iris-versicolor
5.1,2.5,3,1.1,Iris-versicolor
5.7,2.8,4.1,1.3,Iris-versicolor
6.3,3.3,6,2.5,Iris-virginica
5.8,2.7,5.1,1.9,Iris-virginica
7.1,3,5.9,2.1,Iris-virginica
6.3,2.9,5.6,1.8,Iris-virginica
6.5,3,5.8,2.2,Iris-virginica
7.6,3,6.6,2.1,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,Iris-virginica
6.4,2.7,5.3,1.9,Iris-virginica
6.8,3,5.5,2.1,Iris-virginica
5.7,2.5,5,2,Iris-virginica
5.8,2.8,5.1,2.4,Iris-virginica
6.4,3.2,5.3,2.3,Iris-virginica
6.5,3,5.5,1.8,Iris-virginica
7.7,3.8,6.7,2.2,Iris-virginica
7.7,2.6,6.9,2.3,Iris-virginica
6,2.2,5,1.5,Iris-virginica
6.9,3.2,5.7,2.3,Iris-virginica
5.6,2.8,4.9,2,Iris-virginica
7.7,2.8,6.7,2,Iris-virginica
6.3,2.7,4.9,1.8,Iris-virginica
6.7,3.3,5.7,2.1,Iris-virginica
7.2,3.2,6,1.8,Iris-virginica
6.2,2.8,4.8,1.8,Iris-virginica
6.1,3,4.9,1.8,Iris-virginica
6.4,2.8,5.6,2.1,Iris-virginica
7.2,3,5.8,1.6,Iris-virginica
7.4,2.8,6.1,1.9,Iris-virginica
7.9,3.8,6.4,2,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
7.7,3,6.1,2.3,Iris-virginica
6.3,3.4,5.6,2.4,Iris-virginica
6.4,3.1,5.5,1.8,Iris-virginica
6,3,4.8,1.8,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
6.7,3,5.2,2.3,Iris-virginica
6.3,2.5,5,1.9,Iris-virginica
6.5,3,5.2,2,Iris-virginica
6.2,3.4,5.4,2.3,Iris-virginica
5.9,3,5.1,1.8,Iris-virginica
1 5.1 3.5 1.4 0.2 Iris-setosa
2 4.9 3 1.4 0.2 Iris-setosa
3 4.7 3.2 1.3 0.2 Iris-setosa
4 4.6 3.1 1.5 0.2 Iris-setosa
5 5 3.6 1.4 0.2 Iris-setosa
6 5.4 3.9 1.7 0.4 Iris-setosa
7 4.6 3.4 1.4 0.3 Iris-setosa
8 5 3.4 1.5 0.2 Iris-setosa
9 4.4 2.9 1.4 0.2 Iris-setosa
10 4.9 3.1 1.5 0.1 Iris-setosa
11 5.4 3.7 1.5 0.2 Iris-setosa
12 4.8 3.4 1.6 0.2 Iris-setosa
13 4.8 3 1.4 0.1 Iris-setosa
14 4.3 3 1.1 0.1 Iris-setosa
15 5.8 4 1.2 0.2 Iris-setosa
16 5.7 4.4 1.5 0.4 Iris-setosa
17 5.4 3.9 1.3 0.4 Iris-setosa
18 5.1 3.5 1.4 0.3 Iris-setosa
19 5.7 3.8 1.7 0.3 Iris-setosa
20 5.1 3.8 1.5 0.3 Iris-setosa
21 5.4 3.4 1.7 0.2 Iris-setosa
22 5.1 3.7 1.5 0.4 Iris-setosa
23 4.6 3.6 1 0.2 Iris-setosa
24 5.1 3.3 1.7 0.5 Iris-setosa
25 4.8 3.4 1.9 0.2 Iris-setosa
26 5 3 1.6 0.2 Iris-setosa
27 5 3.4 1.6 0.4 Iris-setosa
28 5.2 3.5 1.5 0.2 Iris-setosa
29 5.2 3.4 1.4 0.2 Iris-setosa
30 4.7 3.2 1.6 0.2 Iris-setosa
31 4.8 3.1 1.6 0.2 Iris-setosa
32 5.4 3.4 1.5 0.4 Iris-setosa
33 5.2 4.1 1.5 0.1 Iris-setosa
34 5.5 4.2 1.4 0.2 Iris-setosa
35 4.9 3.1 1.5 0.2 Iris-setosa
36 5 3.2 1.2 0.2 Iris-setosa
37 5.5 3.5 1.3 0.2 Iris-setosa
38 4.9 3.6 1.4 0.1 Iris-setosa
39 4.4 3 1.3 0.2 Iris-setosa
40 5.1 3.4 1.5 0.2 Iris-setosa
41 5 3.5 1.3 0.3 Iris-setosa
42 4.5 2.3 1.3 0.3 Iris-setosa
43 4.4 3.2 1.3 0.2 Iris-setosa
44 5 3.5 1.6 0.6 Iris-setosa
45 5.1 3.8 1.9 0.4 Iris-setosa
46 4.8 3 1.4 0.3 Iris-setosa
47 5.1 3.8 1.6 0.2 Iris-setosa
48 4.6 3.2 1.4 0.2 Iris-setosa
49 5.3 3.7 1.5 0.2 Iris-setosa
50 5 3.3 1.4 0.2 Iris-setosa
51 7 3.2 4.7 1.4 Iris-versicolor
52 6.4 3.2 4.5 1.5 Iris-versicolor
53 6.9 3.1 4.9 1.5 Iris-versicolor
54 5.5 2.3 4 1.3 Iris-versicolor
55 6.5 2.8 4.6 1.5 Iris-versicolor
56 5.7 2.8 4.5 1.3 Iris-versicolor
57 6.3 3.3 4.7 1.6 Iris-versicolor
58 4.9 2.4 3.3 1 Iris-versicolor
59 6.6 2.9 4.6 1.3 Iris-versicolor
60 5.2 2.7 3.9 1.4 Iris-versicolor
61 5 2 3.5 1 Iris-versicolor
62 5.9 3 4.2 1.5 Iris-versicolor
63 6 2.2 4 1 Iris-versicolor
64 6.1 2.9 4.7 1.4 Iris-versicolor
65 5.6 2.9 3.6 1.3 Iris-versicolor
66 6.7 3.1 4.4 1.4 Iris-versicolor
67 5.6 3 4.5 1.5 Iris-versicolor
68 5.8 2.7 4.1 1 Iris-versicolor
69 6.2 2.2 4.5 1.5 Iris-versicolor
70 5.6 2.5 3.9 1.1 Iris-versicolor
71 5.9 3.2 4.8 1.8 Iris-versicolor
72 6.1 2.8 4 1.3 Iris-versicolor
73 6.3 2.5 4.9 1.5 Iris-versicolor
74 6.1 2.8 4.7 1.2 Iris-versicolor
75 6.4 2.9 4.3 1.3 Iris-versicolor
76 6.6 3 4.4 1.4 Iris-versicolor
77 6.8 2.8 4.8 1.4 Iris-versicolor
78 6.7 3 5 1.7 Iris-versicolor
79 6 2.9 4.5 1.5 Iris-versicolor
80 5.7 2.6 3.5 1 Iris-versicolor
81 5.5 2.4 3.8 1.1 Iris-versicolor
82 5.5 2.4 3.7 1 Iris-versicolor
83 5.8 2.7 3.9 1.2 Iris-versicolor
84 6 2.7 5.1 1.6 Iris-versicolor
85 5.4 3 4.5 1.5 Iris-versicolor
86 6 3.4 4.5 1.6 Iris-versicolor
87 6.7 3.1 4.7 1.5 Iris-versicolor
88 6.3 2.3 4.4 1.3 Iris-versicolor
89 5.6 3 4.1 1.3 Iris-versicolor
90 5.5 2.5 4 1.3 Iris-versicolor
91 5.5 2.6 4.4 1.2 Iris-versicolor
92 6.1 3 4.6 1.4 Iris-versicolor
93 5.8 2.6 4 1.2 Iris-versicolor
94 5 2.3 3.3 1 Iris-versicolor
95 5.6 2.7 4.2 1.3 Iris-versicolor
96 5.7 3 4.2 1.2 Iris-versicolor
97 5.7 2.9 4.2 1.3 Iris-versicolor
98 6.2 2.9 4.3 1.3 Iris-versicolor
99 5.1 2.5 3 1.1 Iris-versicolor
100 5.7 2.8 4.1 1.3 Iris-versicolor
101 6.3 3.3 6 2.5 Iris-virginica
102 5.8 2.7 5.1 1.9 Iris-virginica
103 7.1 3 5.9 2.1 Iris-virginica
104 6.3 2.9 5.6 1.8 Iris-virginica
105 6.5 3 5.8 2.2 Iris-virginica
106 7.6 3 6.6 2.1 Iris-virginica
107 4.9 2.5 4.5 1.7 Iris-virginica
108 7.3 2.9 6.3 1.8 Iris-virginica
109 6.7 2.5 5.8 1.8 Iris-virginica
110 7.2 3.6 6.1 2.5 Iris-virginica
111 6.5 3.2 5.1 2 Iris-virginica
112 6.4 2.7 5.3 1.9 Iris-virginica
113 6.8 3 5.5 2.1 Iris-virginica
114 5.7 2.5 5 2 Iris-virginica
115 5.8 2.8 5.1 2.4 Iris-virginica
116 6.4 3.2 5.3 2.3 Iris-virginica
117 6.5 3 5.5 1.8 Iris-virginica
118 7.7 3.8 6.7 2.2 Iris-virginica
119 7.7 2.6 6.9 2.3 Iris-virginica
120 6 2.2 5 1.5 Iris-virginica
121 6.9 3.2 5.7 2.3 Iris-virginica
122 5.6 2.8 4.9 2 Iris-virginica
123 7.7 2.8 6.7 2 Iris-virginica
124 6.3 2.7 4.9 1.8 Iris-virginica
125 6.7 3.3 5.7 2.1 Iris-virginica
126 7.2 3.2 6 1.8 Iris-virginica
127 6.2 2.8 4.8 1.8 Iris-virginica
128 6.1 3 4.9 1.8 Iris-virginica
129 6.4 2.8 5.6 2.1 Iris-virginica
130 7.2 3 5.8 1.6 Iris-virginica
131 7.4 2.8 6.1 1.9 Iris-virginica
132 7.9 3.8 6.4 2 Iris-virginica
133 6.4 2.8 5.6 2.2 Iris-virginica
134 6.3 2.8 5.1 1.5 Iris-virginica
135 6.1 2.6 5.6 1.4 Iris-virginica
136 7.7 3 6.1 2.3 Iris-virginica
137 6.3 3.4 5.6 2.4 Iris-virginica
138 6.4 3.1 5.5 1.8 Iris-virginica
139 6 3 4.8 1.8 Iris-virginica
140 6.9 3.1 5.4 2.1 Iris-virginica
141 6.7 3.1 5.6 2.4 Iris-virginica
142 6.9 3.1 5.1 2.3 Iris-virginica
143 5.8 2.7 5.1 1.9 Iris-virginica
144 6.8 3.2 5.9 2.3 Iris-virginica
145 6.7 3.3 5.7 2.5 Iris-virginica
146 6.7 3 5.2 2.3 Iris-virginica
147 6.3 2.5 5 1.9 Iris-virginica
148 6.5 3 5.2 2 Iris-virginica
149 6.2 3.4 5.4 2.3 Iris-virginica
150 5.9 3 5.1 1.8 Iris-virginica

151
files/Iris_dataset/iris_data_original.csv 100644
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@ -0,0 +1,151 @@
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
1 5.1 3.5 1.4 0.2 Iris-setosa
2 4.9 3.0 1.4 0.2 Iris-setosa
3 4.7 3.2 1.3 0.2 Iris-setosa
4 4.6 3.1 1.5 0.2 Iris-setosa
5 5.0 3.6 1.4 0.2 Iris-setosa
6 5.4 3.9 1.7 0.4 Iris-setosa
7 4.6 3.4 1.4 0.3 Iris-setosa
8 5.0 3.4 1.5 0.2 Iris-setosa
9 4.4 2.9 1.4 0.2 Iris-setosa
10 4.9 3.1 1.5 0.1 Iris-setosa
11 5.4 3.7 1.5 0.2 Iris-setosa
12 4.8 3.4 1.6 0.2 Iris-setosa
13 4.8 3.0 1.4 0.1 Iris-setosa
14 4.3 3.0 1.1 0.1 Iris-setosa
15 5.8 4.0 1.2 0.2 Iris-setosa
16 5.7 4.4 1.5 0.4 Iris-setosa
17 5.4 3.9 1.3 0.4 Iris-setosa
18 5.1 3.5 1.4 0.3 Iris-setosa
19 5.7 3.8 1.7 0.3 Iris-setosa
20 5.1 3.8 1.5 0.3 Iris-setosa
21 5.4 3.4 1.7 0.2 Iris-setosa
22 5.1 3.7 1.5 0.4 Iris-setosa
23 4.6 3.6 1.0 0.2 Iris-setosa
24 5.1 3.3 1.7 0.5 Iris-setosa
25 4.8 3.4 1.9 0.2 Iris-setosa
26 5.0 3.0 1.6 0.2 Iris-setosa
27 5.0 3.4 1.6 0.4 Iris-setosa
28 5.2 3.5 1.5 0.2 Iris-setosa
29 5.2 3.4 1.4 0.2 Iris-setosa
30 4.7 3.2 1.6 0.2 Iris-setosa
31 4.8 3.1 1.6 0.2 Iris-setosa
32 5.4 3.4 1.5 0.4 Iris-setosa
33 5.2 4.1 1.5 0.1 Iris-setosa
34 5.5 4.2 1.4 0.2 Iris-setosa
35 4.9 3.1 1.5 0.1 Iris-setosa
36 5.0 3.2 1.2 0.2 Iris-setosa
37 5.5 3.5 1.3 0.2 Iris-setosa
38 4.9 3.1 1.5 0.1 Iris-setosa
39 4.4 3.0 1.3 0.2 Iris-setosa
40 5.1 3.4 1.5 0.2 Iris-setosa
41 5.0 3.5 1.3 0.3 Iris-setosa
42 4.5 2.3 1.3 0.3 Iris-setosa
43 4.4 3.2 1.3 0.2 Iris-setosa
44 5.0 3.5 1.6 0.6 Iris-setosa
45 5.1 3.8 1.9 0.4 Iris-setosa
46 4.8 3.0 1.4 0.3 Iris-setosa
47 5.1 3.8 1.6 0.2 Iris-setosa
48 4.6 3.2 1.4 0.2 Iris-setosa
49 5.3 3.7 1.5 0.2 Iris-setosa
50 5.0 3.3 1.4 0.2 Iris-setosa
51 7.0 3.2 4.7 1.4 Iris-versicolor
52 6.4 3.2 4.5 1.5 Iris-versicolor
53 6.9 3.1 4.9 1.5 Iris-versicolor
54 5.5 2.3 4.0 1.3 Iris-versicolor
55 6.5 2.8 4.6 1.5 Iris-versicolor
56 5.7 2.8 4.5 1.3 Iris-versicolor
57 6.3 3.3 4.7 1.6 Iris-versicolor
58 4.9 2.4 3.3 1.0 Iris-versicolor
59 6.6 2.9 4.6 1.3 Iris-versicolor
60 5.2 2.7 3.9 1.4 Iris-versicolor
61 5.0 2.0 3.5 1.0 Iris-versicolor
62 5.9 3.0 4.2 1.5 Iris-versicolor
63 6.0 2.2 4.0 1.0 Iris-versicolor
64 6.1 2.9 4.7 1.4 Iris-versicolor
65 5.6 2.9 3.6 1.3 Iris-versicolor
66 6.7 3.1 4.4 1.4 Iris-versicolor
67 5.6 3.0 4.5 1.5 Iris-versicolor
68 5.8 2.7 4.1 1.0 Iris-versicolor
69 6.2 2.2 4.5 1.5 Iris-versicolor
70 5.6 2.5 3.9 1.1 Iris-versicolor
71 5.9 3.2 4.8 1.8 Iris-versicolor
72 6.1 2.8 4.0 1.3 Iris-versicolor
73 6.3 2.5 4.9 1.5 Iris-versicolor
74 6.1 2.8 4.7 1.2 Iris-versicolor
75 6.4 2.9 4.3 1.3 Iris-versicolor
76 6.6 3.0 4.4 1.4 Iris-versicolor
77 6.8 2.8 4.8 1.4 Iris-versicolor
78 6.7 3.0 5.0 1.7 Iris-versicolor
79 6.0 2.9 4.5 1.5 Iris-versicolor
80 5.7 2.6 3.5 1.0 Iris-versicolor
81 5.5 2.4 3.8 1.1 Iris-versicolor
82 5.5 2.4 3.7 1.0 Iris-versicolor
83 5.8 2.7 3.9 1.2 Iris-versicolor
84 6.0 2.7 5.1 1.6 Iris-versicolor
85 5.4 3.0 4.5 1.5 Iris-versicolor
86 6.0 3.4 4.5 1.6 Iris-versicolor
87 6.7 3.1 4.7 1.5 Iris-versicolor
88 6.3 2.3 4.4 1.3 Iris-versicolor
89 5.6 3.0 4.1 1.3 Iris-versicolor
90 5.5 2.5 4.0 1.3 Iris-versicolor
91 5.5 2.6 4.4 1.2 Iris-versicolor
92 6.1 3.0 4.6 1.4 Iris-versicolor
93 5.8 2.6 4.0 1.2 Iris-versicolor
94 5.0 2.3 3.3 1.0 Iris-versicolor
95 5.6 2.7 4.2 1.3 Iris-versicolor
96 5.7 3.0 4.2 1.2 Iris-versicolor
97 5.7 2.9 4.2 1.3 Iris-versicolor
98 6.2 2.9 4.3 1.3 Iris-versicolor
99 5.1 2.5 3.0 1.1 Iris-versicolor
100 5.7 2.8 4.1 1.3 Iris-versicolor
101 6.3 3.3 6.0 2.5 Iris-virginica
102 5.8 2.7 5.1 1.9 Iris-virginica
103 7.1 3.0 5.9 2.1 Iris-virginica
104 6.3 2.9 5.6 1.8 Iris-virginica
105 6.5 3.0 5.8 2.2 Iris-virginica
106 7.6 3.0 6.6 2.1 Iris-virginica
107 4.9 2.5 4.5 1.7 Iris-virginica
108 7.3 2.9 6.3 1.8 Iris-virginica
109 6.7 2.5 5.8 1.8 Iris-virginica
110 7.2 3.6 6.1 2.5 Iris-virginica
111 6.5 3.2 5.1 2.0 Iris-virginica
112 6.4 2.7 5.3 1.9 Iris-virginica
113 6.8 3.0 5.5 2.1 Iris-virginica
114 5.7 2.5 5.0 2.0 Iris-virginica
115 5.8 2.8 5.1 2.4 Iris-virginica
116 6.4 3.2 5.3 2.3 Iris-virginica
117 6.5 3.0 5.5 1.8 Iris-virginica
118 7.7 3.8 6.7 2.2 Iris-virginica
119 7.7 2.6 6.9 2.3 Iris-virginica
120 6.0 2.2 5.0 1.5 Iris-virginica
121 6.9 3.2 5.7 2.3 Iris-virginica
122 5.6 2.8 4.9 2.0 Iris-virginica
123 7.7 2.8 6.7 2.0 Iris-virginica
124 6.3 2.7 4.9 1.8 Iris-virginica
125 6.7 3.3 5.7 2.1 Iris-virginica
126 7.2 3.2 6.0 1.8 Iris-virginica
127 6.2 2.8 4.8 1.8 Iris-virginica
128 6.1 3.0 4.9 1.8 Iris-virginica
129 6.4 2.8 5.6 2.1 Iris-virginica
130 7.2 3.0 5.8 1.6 Iris-virginica
131 7.4 2.8 6.1 1.9 Iris-virginica
132 7.9 3.8 6.4 2.0 Iris-virginica
133 6.4 2.8 5.6 2.2 Iris-virginica
134 6.3 2.8 5.1 1.5 Iris-virginica
135 6.1 2.6 5.6 1.4 Iris-virginica
136 7.7 3.0 6.1 2.3 Iris-virginica
137 6.3 3.4 5.6 2.4 Iris-virginica
138 6.4 3.1 5.5 1.8 Iris-virginica
139 6.0 3.0 4.8 1.8 Iris-virginica
140 6.9 3.1 5.4 2.1 Iris-virginica
141 6.7 3.1 5.6 2.4 Iris-virginica
142 6.9 3.1 5.1 2.3 Iris-virginica
143 5.8 2.7 5.1 1.9 Iris-virginica
144 6.8 3.2 5.9 2.3 Iris-virginica
145 6.7 3.3 5.7 2.5 Iris-virginica
146 6.7 3.0 5.2 2.3 Iris-virginica
147 6.3 2.5 5.0 1.9 Iris-virginica
148 6.5 3.0 5.2 2.0 Iris-virginica
149 6.2 3.4 5.4 2.3 Iris-virginica
150 5.9 3.0 5.1 1.8 Iris-virginica

11
files/coefficients.csv 100644
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@ -0,0 +1,11 @@
coefficients
.1
.2
.3
.4
.5
1
2
3
4
5
1 coefficients
2 .1
3 .2
4 .3
5 .4
6 .5
7 1
8 2
9 3
10 4
11 5

151
files/data_CLASSIFY.csv 100644
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@ -0,0 +1,151 @@
sl,sw,pl,pw,s
5.1,3.5,1.4,0.2,0
4.9,3,1.4,0.2,0
4.7,3.2,1.3,0.2,0
4.6,3.1,1.5,0.2,0
5,3.6,1.4,0.2,0
5.4,3.9,1.7,0.4,0
4.6,3.4,1.4,0.3,0
5,3.4,1.5,0.2,0
4.4,2.9,1.4,0.2,0
4.9,3.1,1.5,0.1,0
5.4,3.7,1.5,0.2,0
4.8,3.4,1.6,0.2,0
4.8,3,1.4,0.1,0
4.3,3,1.1,0.1,0
5.8,4,1.2,0.2,0
5.7,4.4,1.5,0.4,0
5.4,3.9,1.3,0.4,0
5.1,3.5,1.4,0.3,0
5.7,3.8,1.7,0.3,0
5.1,3.8,1.5,0.3,0
5.4,3.4,1.7,0.2,0
5.1,3.7,1.5,0.4,0
4.6,3.6,1,0.2,0
5.1,3.3,1.7,0.5,0
4.8,3.4,1.9,0.2,0
5,3,1.6,0.2,0
5,3.4,1.6,0.4,0
5.2,3.5,1.5,0.2,0
5.2,3.4,1.4,0.2,0
4.7,3.2,1.6,0.2,0
4.8,3.1,1.6,0.2,0
5.4,3.4,1.5,0.4,0
5.2,4.1,1.5,0.1,0
5.5,4.2,1.4,0.2,0
4.9,3.1,1.5,0.2,0
5,3.2,1.2,0.2,0
5.5,3.5,1.3,0.2,0
4.9,3.6,1.4,0.1,0
4.4,3,1.3,0.2,0
5.1,3.4,1.5,0.2,0
5,3.5,1.3,0.3,0
4.5,2.3,1.3,0.3,0
4.4,3.2,1.3,0.2,0
5,3.5,1.6,0.6,0
5.1,3.8,1.9,0.4,0
4.8,3,1.4,0.3,0
5.1,3.8,1.6,0.2,0
4.6,3.2,1.4,0.2,0
5.3,3.7,1.5,0.2,0
5,3.3,1.4,0.2,0
7,3.2,4.7,1.4,1
6.4,3.2,4.5,1.5,1
6.9,3.1,4.9,1.5,1
5.5,2.3,4,1.3,1
6.5,2.8,4.6,1.5,1
5.7,2.8,4.5,1.3,1
6.3,3.3,4.7,1.6,1
4.9,2.4,3.3,1,1
6.6,2.9,4.6,1.3,1
5.2,2.7,3.9,1.4,1
5,2,3.5,1,1
5.9,3,4.2,1.5,1
6,2.2,4,1,1
6.1,2.9,4.7,1.4,1
5.6,2.9,3.6,1.3,1
6.7,3.1,4.4,1.4,1
5.6,3,4.5,1.5,1
5.8,2.7,4.1,1,1
6.2,2.2,4.5,1.5,1
5.6,2.5,3.9,1.1,1
5.9,3.2,4.8,1.8,1
6.1,2.8,4,1.3,1
6.3,2.5,4.9,1.5,1
6.1,2.8,4.7,1.2,1
6.4,2.9,4.3,1.3,1
6.6,3,4.4,1.4,1
6.8,2.8,4.8,1.4,1
6.7,3,5,1.7,1
6,2.9,4.5,1.5,1
5.7,2.6,3.5,1,1
5.5,2.4,3.8,1.1,1
5.5,2.4,3.7,1,1
5.8,2.7,3.9,1.2,1
6,2.7,5.1,1.6,1
5.4,3,4.5,1.5,1
6,3.4,4.5,1.6,1
6.7,3.1,4.7,1.5,1
6.3,2.3,4.4,1.3,1
5.6,3,4.1,1.3,1
5.5,2.5,4,1.3,1
5.5,2.6,4.4,1.2,1
6.1,3,4.6,1.4,1
5.8,2.6,4,1.2,1
5,2.3,3.3,1,1
5.6,2.7,4.2,1.3,1
5.7,3,4.2,1.2,1
5.7,2.9,4.2,1.3,1
6.2,2.9,4.3,1.3,1
5.1,2.5,3,1.1,1
5.7,2.8,4.1,1.3,1
6.3,3.3,6,2.5,2
5.8,2.7,5.1,1.9,2
7.1,3,5.9,2.1,2
6.3,2.9,5.6,1.8,2
6.5,3,5.8,2.2,2
7.6,3,6.6,2.1,2
4.9,2.5,4.5,1.7,2
7.3,2.9,6.3,1.8,2
6.7,2.5,5.8,1.8,2
7.2,3.6,6.1,2.5,2
6.5,3.2,5.1,2,2
6.4,2.7,5.3,1.9,2
6.8,3,5.5,2.1,2
5.7,2.5,5,2,2
5.8,2.8,5.1,2.4,2
6.4,3.2,5.3,2.3,2
6.5,3,5.5,1.8,2
7.7,3.8,6.7,2.2,2
7.7,2.6,6.9,2.3,2
6,2.2,5,1.5,2
6.9,3.2,5.7,2.3,2
5.6,2.8,4.9,2,2
7.7,2.8,6.7,2,2
6.3,2.7,4.9,1.8,2
6.7,3.3,5.7,2.1,2
7.2,3.2,6,1.8,2
6.2,2.8,4.8,1.8,2
6.1,3,4.9,1.8,2
6.4,2.8,5.6,2.1,2
7.2,3,5.8,1.6,2
7.4,2.8,6.1,1.9,2
7.9,3.8,6.4,2,2
6.4,2.8,5.6,2.2,2
6.3,2.8,5.1,1.5,2
6.1,2.6,5.6,1.4,2
7.7,3,6.1,2.3,2
6.3,3.4,5.6,2.4,2
6.4,3.1,5.5,1.8,2
6,3,4.8,1.8,2
6.9,3.1,5.4,2.1,2
6.7,3.1,5.6,2.4,2
6.9,3.1,5.1,2.3,2
5.8,2.7,5.1,1.9,2
6.8,3.2,5.9,2.3,2
6.7,3.3,5.7,2.5,2
6.7,3,5.2,2.3,2
6.3,2.5,5,1.9,2
6.5,3,5.2,2,2
6.2,3.4,5.4,2.3,2
5.9,3,5.1,1.8,2
1 sl sw pl pw s
2 5.1 3.5 1.4 0.2 0
3 4.9 3 1.4 0.2 0
4 4.7 3.2 1.3 0.2 0
5 4.6 3.1 1.5 0.2 0
6 5 3.6 1.4 0.2 0
7 5.4 3.9 1.7 0.4 0
8 4.6 3.4 1.4 0.3 0
9 5 3.4 1.5 0.2 0
10 4.4 2.9 1.4 0.2 0
11 4.9 3.1 1.5 0.1 0
12 5.4 3.7 1.5 0.2 0
13 4.8 3.4 1.6 0.2 0
14 4.8 3 1.4 0.1 0
15 4.3 3 1.1 0.1 0
16 5.8 4 1.2 0.2 0
17 5.7 4.4 1.5 0.4 0
18 5.4 3.9 1.3 0.4 0
19 5.1 3.5 1.4 0.3 0
20 5.7 3.8 1.7 0.3 0
21 5.1 3.8 1.5 0.3 0
22 5.4 3.4 1.7 0.2 0
23 5.1 3.7 1.5 0.4 0
24 4.6 3.6 1 0.2 0
25 5.1 3.3 1.7 0.5 0
26 4.8 3.4 1.9 0.2 0
27 5 3 1.6 0.2 0
28 5 3.4 1.6 0.4 0
29 5.2 3.5 1.5 0.2 0
30 5.2 3.4 1.4 0.2 0
31 4.7 3.2 1.6 0.2 0
32 4.8 3.1 1.6 0.2 0
33 5.4 3.4 1.5 0.4 0
34 5.2 4.1 1.5 0.1 0
35 5.5 4.2 1.4 0.2 0
36 4.9 3.1 1.5 0.2 0
37 5 3.2 1.2 0.2 0
38 5.5 3.5 1.3 0.2 0
39 4.9 3.6 1.4 0.1 0
40 4.4 3 1.3 0.2 0
41 5.1 3.4 1.5 0.2 0
42 5 3.5 1.3 0.3 0
43 4.5 2.3 1.3 0.3 0
44 4.4 3.2 1.3 0.2 0
45 5 3.5 1.6 0.6 0
46 5.1 3.8 1.9 0.4 0
47 4.8 3 1.4 0.3 0
48 5.1 3.8 1.6 0.2 0
49 4.6 3.2 1.4 0.2 0
50 5.3 3.7 1.5 0.2 0
51 5 3.3 1.4 0.2 0
52 7 3.2 4.7 1.4 1
53 6.4 3.2 4.5 1.5 1
54 6.9 3.1 4.9 1.5 1
55 5.5 2.3 4 1.3 1
56 6.5 2.8 4.6 1.5 1
57 5.7 2.8 4.5 1.3 1
58 6.3 3.3 4.7 1.6 1
59 4.9 2.4 3.3 1 1
60 6.6 2.9 4.6 1.3 1
61 5.2 2.7 3.9 1.4 1
62 5 2 3.5 1 1
63 5.9 3 4.2 1.5 1
64 6 2.2 4 1 1
65 6.1 2.9 4.7 1.4 1
66 5.6 2.9 3.6 1.3 1
67 6.7 3.1 4.4 1.4 1
68 5.6 3 4.5 1.5 1
69 5.8 2.7 4.1 1 1
70 6.2 2.2 4.5 1.5 1
71 5.6 2.5 3.9 1.1 1
72 5.9 3.2 4.8 1.8 1
73 6.1 2.8 4 1.3 1
74 6.3 2.5 4.9 1.5 1
75 6.1 2.8 4.7 1.2 1
76 6.4 2.9 4.3 1.3 1
77 6.6 3 4.4 1.4 1
78 6.8 2.8 4.8 1.4 1
79 6.7 3 5 1.7 1
80 6 2.9 4.5 1.5 1
81 5.7 2.6 3.5 1 1
82 5.5 2.4 3.8 1.1 1
83 5.5 2.4 3.7 1 1
84 5.8 2.7 3.9 1.2 1
85 6 2.7 5.1 1.6 1
86 5.4 3 4.5 1.5 1
87 6 3.4 4.5 1.6 1
88 6.7 3.1 4.7 1.5 1
89 6.3 2.3 4.4 1.3 1
90 5.6 3 4.1 1.3 1
91 5.5 2.5 4 1.3 1
92 5.5 2.6 4.4 1.2 1
93 6.1 3 4.6 1.4 1
94 5.8 2.6 4 1.2 1
95 5 2.3 3.3 1 1
96 5.6 2.7 4.2 1.3 1
97 5.7 3 4.2 1.2 1
98 5.7 2.9 4.2 1.3 1
99 6.2 2.9 4.3 1.3 1
100 5.1 2.5 3 1.1 1
101 5.7 2.8 4.1 1.3 1
102 6.3 3.3 6 2.5 2
103 5.8 2.7 5.1 1.9 2
104 7.1 3 5.9 2.1 2
105 6.3 2.9 5.6 1.8 2
106 6.5 3 5.8 2.2 2
107 7.6 3 6.6 2.1 2
108 4.9 2.5 4.5 1.7 2
109 7.3 2.9 6.3 1.8 2
110 6.7 2.5 5.8 1.8 2
111 7.2 3.6 6.1 2.5 2
112 6.5 3.2 5.1 2 2
113 6.4 2.7 5.3 1.9 2
114 6.8 3 5.5 2.1 2
115 5.7 2.5 5 2 2
116 5.8 2.8 5.1 2.4 2
117 6.4 3.2 5.3 2.3 2
118 6.5 3 5.5 1.8 2
119 7.7 3.8 6.7 2.2 2
120 7.7 2.6 6.9 2.3 2
121 6 2.2 5 1.5 2
122 6.9 3.2 5.7 2.3 2
123 5.6 2.8 4.9 2 2
124 7.7 2.8 6.7 2 2
125 6.3 2.7 4.9 1.8 2
126 6.7 3.3 5.7 2.1 2
127 7.2 3.2 6 1.8 2
128 6.2 2.8 4.8 1.8 2
129 6.1 3 4.9 1.8 2
130 6.4 2.8 5.6 2.1 2
131 7.2 3 5.8 1.6 2
132 7.4 2.8 6.1 1.9 2
133 7.9 3.8 6.4 2 2
134 6.4 2.8 5.6 2.2 2
135 6.3 2.8 5.1 1.5 2
136 6.1 2.6 5.6 1.4 2
137 7.7 3 6.1 2.3 2
138 6.3 3.4 5.6 2.4 2
139 6.4 3.1 5.5 1.8 2
140 6 3 4.8 1.8 2
141 6.9 3.1 5.4 2.1 2
142 6.7 3.1 5.6 2.4 2
143 6.9 3.1 5.1 2.3 2
144 5.8 2.7 5.1 1.9 2
145 6.8 3.2 5.9 2.3 2
146 6.7 3.3 5.7 2.5 2
147 6.7 3 5.2 2.3 2
148 6.3 2.5 5 1.9 2
149 6.5 3 5.2 2 2
150 6.2 3.4 5.4 2.3 2
151 5.9 3 5.1 1.8 2

6
files/data_MATCH.csv 100644
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@ -0,0 +1,6 @@
a,b,c,s
0,1,2,3
1,2,3,6
2,3,4,9
3,4,5,12
4,5,6,15
1 a b c s
2 0 1 2 3
3 1 2 3 6
4 2 3 4 9
5 3 4 5 12
6 4 5 6 15

6
files/data_PLAY.csv 100644
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@ -0,0 +1,6 @@
a,b,c,s
0,1,2,3
1,2,3,6
2,3,4,9
3,4,5,12
4,5,6,15
1 a b c s
2 0 1 2 3
3 1 2 3 6
4 2 3 4 9
5 3 4 5 12
6 4 5 6 15

10
files/data_REGRESS.csv 100644
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@ -0,0 +1,10 @@
t,r,s
0.241,0.39,0.98
.615,0.72,1.01
1.00,1.00,1.00
1.88,1.52,1.01
11.8,5.20,0.99
29.5,9.54,1.00
84.0,19.18,1.00
165,30.06,1.00
248,39.44,1.00
1 t r s
2 0.241 0.39 0.98
3 .615 0.72 1.01
4 1.00 1.00 1.00
5 1.88 1.52 1.01
6 11.8 5.20 0.99
7 29.5 9.54 1.00
8 84.0 19.18 1.00
9 165 30.06 1.00
10 248 39.44 1.00

5
files/operators_CLASSIFY.csv 100644
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@ -0,0 +1,5 @@
operator, arity
+,2
-,2
*,2
/,2
1 operator arity
2 + 2
3 - 2
4 * 2
5 / 2

5
files/operators_MATCH.csv 100644
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@ -0,0 +1,5 @@
operator, arity
+,2
-,2
*,2
/,2
1 operator arity
2 + 2
3 - 2
4 * 2
5 / 2

5
files/operators_PLAY.csv 100644
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@ -0,0 +1,5 @@
operator, arity
+,2
-,2
*,2
/,2
1 operator arity
2 + 2
3 - 2
4 * 2
5 / 2

5
files/operators_REGRESS.csv 100644
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@ -0,0 +1,5 @@
operator, arity
+,2
-,2
*,2
/,2
1 operator arity
2 + 2
3 - 2
4 * 2
5 / 2

101
files/templates/data_iris_2-class.csv 100644
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@ -0,0 +1,101 @@
a,b,c,s
5.1,3.5,1.4,0
4.9,3,1.4,0
4.7,3.2,1.3,0
4.6,3.1,1.5,0
5,3.6,1.4,0
5.4,3.9,1.7,0
4.6,3.4,1.4,0
5,3.4,1.5,0
4.4,2.9,1.4,0
4.9,3.1,1.5,0
5.4,3.7,1.5,0
4.8,3.4,1.6,0
4.8,3,1.4,0
4.3,3,1.1,0
5.8,4,1.2,0
5.7,4.4,1.5,0
5.4,3.9,1.3,0
5.1,3.5,1.4,0
5.7,3.8,1.7,0
5.1,3.8,1.5,0
5.4,3.4,1.7,0
5.1,3.7,1.5,0
4.6,3.6,1,0
5.1,3.3,1.7,0
4.8,3.4,1.9,0
5,3,1.6,0
5,3.4,1.6,0
5.2,3.5,1.5,0
5.2,3.4,1.4,0
4.7,3.2,1.6,0
4.8,3.1,1.6,0
5.4,3.4,1.5,0
5.2,4.1,1.5,0
5.5,4.2,1.4,0
4.9,3.1,1.5,0
5,3.2,1.2,0
5.5,3.5,1.3,0
4.9,3.6,1.4,0
4.4,3,1.3,0
5.1,3.4,1.5,0
5,3.5,1.3,0
4.5,2.3,1.3,0
4.4,3.2,1.3,0
5,3.5,1.6,0
5.1,3.8,1.9,0
4.8,3,1.4,0
5.1,3.8,1.6,0
4.6,3.2,1.4,0
5.3,3.7,1.5,0
5,3.3,1.4,0
7,3.2,4.7,1
6.4,3.2,4.5,1
6.9,3.1,4.9,1
5.5,2.3,4,1
6.5,2.8,4.6,1
5.7,2.8,4.5,1
6.3,3.3,4.7,1
4.9,2.4,3.3,1
6.6,2.9,4.6,1
5.2,2.7,3.9,1
5,2,3.5,1
5.9,3,4.2,1
6,2.2,4,1
6.1,2.9,4.7,1
5.6,2.9,3.6,1
6.7,3.1,4.4,1
5.6,3,4.5,1
5.8,2.7,4.1,1
6.2,2.2,4.5,1
5.6,2.5,3.9,1
5.9,3.2,4.8,1
6.1,2.8,4,1
6.3,2.5,4.9,1
6.1,2.8,4.7,1
6.4,2.9,4.3,1
6.6,3,4.4,1
6.8,2.8,4.8,1
6.7,3,5,1
6,2.9,4.5,1
5.7,2.6,3.5,1
5.5,2.4,3.8,1
5.5,2.4,3.7,1
5.8,2.7,3.9,1
6,2.7,5.1,1
5.4,3,4.5,1
6,3.4,4.5,1
6.7,3.1,4.7,1
6.3,2.3,4.4,1
5.6,3,4.1,1
5.5,2.5,4,1
5.5,2.6,4.4,1
6.1,3,4.6,1
5.8,2.6,4,1
5,2.3,3.3,1
5.6,2.7,4.2,1
5.7,3,4.2,1
5.7,2.9,4.2,1
6.2,2.9,4.3,1
5.1,2.5,3,1
5.7,2.8,4.1,1
1 a b c s
2 5.1 3.5 1.4 0
3 4.9 3 1.4 0
4 4.7 3.2 1.3 0
5 4.6 3.1 1.5 0
6 5 3.6 1.4 0
7 5.4 3.9 1.7 0
8 4.6 3.4 1.4 0
9 5 3.4 1.5 0
10 4.4 2.9 1.4 0
11 4.9 3.1 1.5 0
12 5.4 3.7 1.5 0
13 4.8 3.4 1.6 0
14 4.8 3 1.4 0
15 4.3 3 1.1 0
16 5.8 4 1.2 0
17 5.7 4.4 1.5 0
18 5.4 3.9 1.3 0
19 5.1 3.5 1.4 0
20 5.7 3.8 1.7 0
21 5.1 3.8 1.5 0
22 5.4 3.4 1.7 0
23 5.1 3.7 1.5 0
24 4.6 3.6 1 0
25 5.1 3.3 1.7 0
26 4.8 3.4 1.9 0
27 5 3 1.6 0
28 5 3.4 1.6 0
29 5.2 3.5 1.5 0
30 5.2 3.4 1.4 0
31 4.7 3.2 1.6 0
32 4.8 3.1 1.6 0
33 5.4 3.4 1.5 0
34 5.2 4.1 1.5 0
35 5.5 4.2 1.4 0
36 4.9 3.1 1.5 0
37 5 3.2 1.2 0
38 5.5 3.5 1.3 0
39 4.9 3.6 1.4 0
40 4.4 3 1.3 0
41 5.1 3.4 1.5 0
42 5 3.5 1.3 0
43 4.5 2.3 1.3 0
44 4.4 3.2 1.3 0
45 5 3.5 1.6 0
46 5.1 3.8 1.9 0
47 4.8 3 1.4 0
48 5.1 3.8 1.6 0
49 4.6 3.2 1.4 0
50 5.3 3.7 1.5 0
51 5 3.3 1.4 0
52 7 3.2 4.7 1
53 6.4 3.2 4.5 1
54 6.9 3.1 4.9 1
55 5.5 2.3 4 1
56 6.5 2.8 4.6 1
57 5.7 2.8 4.5 1
58 6.3 3.3 4.7 1
59 4.9 2.4 3.3 1
60 6.6 2.9 4.6 1
61 5.2 2.7 3.9 1
62 5 2 3.5 1
63 5.9 3 4.2 1
64 6 2.2 4 1
65 6.1 2.9 4.7 1
66 5.6 2.9 3.6 1
67 6.7 3.1 4.4 1
68 5.6 3 4.5 1
69 5.8 2.7 4.1 1
70 6.2 2.2 4.5 1
71 5.6 2.5 3.9 1
72 5.9 3.2 4.8 1
73 6.1 2.8 4 1
74 6.3 2.5 4.9 1
75 6.1 2.8 4.7 1
76 6.4 2.9 4.3 1
77 6.6 3 4.4 1
78 6.8 2.8 4.8 1
79 6.7 3 5 1
80 6 2.9 4.5 1
81 5.7 2.6 3.5 1
82 5.5 2.4 3.8 1
83 5.5 2.4 3.7 1
84 5.8 2.7 3.9 1
85 6 2.7 5.1 1
86 5.4 3 4.5 1
87 6 3.4 4.5 1
88 6.7 3.1 4.7 1
89 6.3 2.3 4.4 1
90 5.6 3 4.1 1
91 5.5 2.5 4 1
92 5.5 2.6 4.4 1
93 6.1 3 4.6 1
94 5.8 2.6 4 1
95 5 2.3 3.3 1
96 5.6 2.7 4.2 1
97 5.7 3 4.2 1
98 5.7 2.9 4.2 1
99 6.2 2.9 4.3 1
100 5.1 2.5 3 1
101 5.7 2.8 4.1 1

151
files/templates/data_iris_3-class.csv 100644
View File

@ -0,0 +1,151 @@
a,b,c,s
5.1,3.5,1.4,0
4.9,3,1.4,0
4.7,3.2,1.3,0
4.6,3.1,1.5,0
5,3.6,1.4,0
5.4,3.9,1.7,0
4.6,3.4,1.4,0
5,3.4,1.5,0
4.4,2.9,1.4,0
4.9,3.1,1.5,0
5.4,3.7,1.5,0
4.8,3.4,1.6,0
4.8,3,1.4,0
4.3,3,1.1,0
5.8,4,1.2,0
5.7,4.4,1.5,0
5.4,3.9,1.3,0
5.1,3.5,1.4,0
5.7,3.8,1.7,0
5.1,3.8,1.5,0
5.4,3.4,1.7,0
5.1,3.7,1.5,0
4.6,3.6,1,0
5.1,3.3,1.7,0
4.8,3.4,1.9,0
5,3,1.6,0
5,3.4,1.6,0
5.2,3.5,1.5,0
5.2,3.4,1.4,0
4.7,3.2,1.6,0
4.8,3.1,1.6,0
5.4,3.4,1.5,0
5.2,4.1,1.5,0
5.5,4.2,1.4,0
4.9,3.1,1.5,0
5,3.2,1.2,0
5.5,3.5,1.3,0
4.9,3.6,1.4,0
4.4,3,1.3,0
5.1,3.4,1.5,0
5,3.5,1.3,0
4.5,2.3,1.3,0
4.4,3.2,1.3,0
5,3.5,1.6,0
5.1,3.8,1.9,0
4.8,3,1.4,0
5.1,3.8,1.6,0
4.6,3.2,1.4,0
5.3,3.7,1.5,0
5,3.3,1.4,0
7,3.2,4.7,1
6.4,3.2,4.5,1
6.9,3.1,4.9,1
5.5,2.3,4,1
6.5,2.8,4.6,1
5.7,2.8,4.5,1
6.3,3.3,4.7,1
4.9,2.4,3.3,1
6.6,2.9,4.6,1
5.2,2.7,3.9,1
5,2,3.5,1
5.9,3,4.2,1
6,2.2,4,1
6.1,2.9,4.7,1
5.6,2.9,3.6,1
6.7,3.1,4.4,1
5.6,3,4.5,1
5.8,2.7,4.1,1
6.2,2.2,4.5,1
5.6,2.5,3.9,1
5.9,3.2,4.8,1
6.1,2.8,4,1
6.3,2.5,4.9,1
6.1,2.8,4.7,1
6.4,2.9,4.3,1
6.6,3,4.4,1
6.8,2.8,4.8,1
6.7,3,5,1
6,2.9,4.5,1
5.7,2.6,3.5,1
5.5,2.4,3.8,1
5.5,2.4,3.7,1
5.8,2.7,3.9,1
6,2.7,5.1,1
5.4,3,4.5,1
6,3.4,4.5,1
6.7,3.1,4.7,1
6.3,2.3,4.4,1
5.6,3,4.1,1
5.5,2.5,4,1
5.5,2.6,4.4,1
6.1,3,4.6,1
5.8,2.6,4,1
5,2.3,3.3,1
5.6,2.7,4.2,1
5.7,3,4.2,1
5.7,2.9,4.2,1
6.2,2.9,4.3,1
5.1,2.5,3,1
5.7,2.8,4.1,1
6.3,3.3,6,2
5.8,2.7,5.1,2
7.1,3,5.9,2
6.3,2.9,5.6,2
6.5,3,5.8,2
7.6,3,6.6,2
4.9,2.5,4.5,2
7.3,2.9,6.3,2
6.7,2.5,5.8,2
7.2,3.6,6.1,2
6.5,3.2,5.1,2
6.4,2.7,5.3,2
6.8,3,5.5,2
5.7,2.5,5,2
5.8,2.8,5.1,2
6.4,3.2,5.3,2
6.5,3,5.5,2
7.7,3.8,6.7,2
7.7,2.6,6.9,2
6,2.2,5,2
6.9,3.2,5.7,2
5.6,2.8,4.9,2
7.7,2.8,6.7,2
6.3,2.7,4.9,2
6.7,3.3,5.7,2
7.2,3.2,6,2
6.2,2.8,4.8,2
6.1,3,4.9,2
6.4,2.8,5.6,2
7.2,3,5.8,2
7.4,2.8,6.1,2
7.9,3.8,6.4,2
6.4,2.8,5.6,2
6.3,2.8,5.1,2
6.1,2.6,5.6,2
7.7,3,6.1,2
6.3,3.4,5.6,2
6.4,3.1,5.5,2
6,3,4.8,2
6.9,3.1,5.4,2
6.7,3.1,5.6,2
6.9,3.1,5.1,2
5.8,2.7,5.1,2
6.8,3.2,5.9,2
6.7,3.3,5.7,2
6.7,3,5.2,2
6.3,2.5,5,2
6.5,3,5.2,2
6.2,3.4,5.4,2
5.9,3,5.1,2
1 a b c s
2 5.1 3.5 1.4 0
3 4.9 3 1.4 0
4 4.7 3.2 1.3 0
5 4.6 3.1 1.5 0
6 5 3.6 1.4 0
7 5.4 3.9 1.7 0
8 4.6 3.4 1.4 0
9 5 3.4 1.5 0
10 4.4 2.9 1.4 0
11 4.9 3.1 1.5 0
12 5.4 3.7 1.5 0
13 4.8 3.4 1.6 0
14 4.8 3 1.4 0
15 4.3 3 1.1 0
16 5.8 4 1.2 0
17 5.7 4.4 1.5 0
18 5.4 3.9 1.3 0
19 5.1 3.5 1.4 0
20 5.7 3.8 1.7 0
21 5.1 3.8 1.5 0
22 5.4 3.4 1.7 0
23 5.1 3.7 1.5 0
24 4.6 3.6 1 0
25 5.1 3.3 1.7 0
26 4.8 3.4 1.9 0
27 5 3 1.6 0
28 5 3.4 1.6 0
29 5.2 3.5 1.5 0
30 5.2 3.4 1.4 0
31 4.7 3.2 1.6 0
32 4.8 3.1 1.6 0
33 5.4 3.4 1.5 0
34 5.2 4.1 1.5 0
35 5.5 4.2 1.4 0
36 4.9 3.1 1.5 0
37 5 3.2 1.2 0
38 5.5 3.5 1.3 0
39 4.9 3.6 1.4 0
40 4.4 3 1.3 0
41 5.1 3.4 1.5 0
42 5 3.5 1.3 0
43 4.5 2.3 1.3 0
44 4.4 3.2 1.3 0
45 5 3.5 1.6 0
46 5.1 3.8 1.9 0
47 4.8 3 1.4 0
48 5.1 3.8 1.6 0
49 4.6 3.2 1.4 0
50 5.3 3.7 1.5 0
51 5 3.3 1.4 0
52 7 3.2 4.7 1
53 6.4 3.2 4.5 1
54 6.9 3.1 4.9 1
55 5.5 2.3 4 1
56 6.5 2.8 4.6 1
57 5.7 2.8 4.5 1
58 6.3 3.3 4.7 1
59 4.9 2.4 3.3 1
60 6.6 2.9 4.6 1
61 5.2 2.7 3.9 1
62 5 2 3.5 1
63 5.9 3 4.2 1
64 6 2.2 4 1
65 6.1 2.9 4.7 1
66 5.6 2.9 3.6 1
67 6.7 3.1 4.4 1
68 5.6 3 4.5 1
69 5.8 2.7 4.1 1
70 6.2 2.2 4.5 1
71 5.6 2.5 3.9 1
72 5.9 3.2 4.8 1
73 6.1 2.8 4 1
74 6.3 2.5 4.9 1
75 6.1 2.8 4.7 1
76 6.4 2.9 4.3 1
77 6.6 3 4.4 1
78 6.8 2.8 4.8 1
79 6.7 3 5 1
80 6 2.9 4.5 1
81 5.7 2.6 3.5 1
82 5.5 2.4 3.8 1
83 5.5 2.4 3.7 1
84 5.8 2.7 3.9 1
85 6 2.7 5.1 1
86 5.4 3 4.5 1
87 6 3.4 4.5 1
88 6.7 3.1 4.7 1
89 6.3 2.3 4.4 1
90 5.6 3 4.1 1
91 5.5 2.5 4 1
92 5.5 2.6 4.4 1
93 6.1 3 4.6 1
94 5.8 2.6 4 1
95 5 2.3 3.3 1
96 5.6 2.7 4.2 1
97 5.7 3 4.2 1
98 5.7 2.9 4.2 1
99 6.2 2.9 4.3 1
100 5.1 2.5 3 1
101 5.7 2.8 4.1 1
102 6.3 3.3 6 2
103 5.8 2.7 5.1 2
104 7.1 3 5.9 2
105 6.3 2.9 5.6 2
106 6.5 3 5.8 2
107 7.6 3 6.6 2
108 4.9 2.5 4.5 2
109 7.3 2.9 6.3 2
110 6.7 2.5 5.8 2
111 7.2 3.6 6.1 2
112 6.5 3.2 5.1 2
113 6.4 2.7 5.3 2
114 6.8 3 5.5 2
115 5.7 2.5 5 2
116 5.8 2.8 5.1 2
117 6.4 3.2 5.3 2
118 6.5 3 5.5 2
119 7.7 3.8 6.7 2
120 7.7 2.6 6.9 2
121 6 2.2 5 2
122 6.9 3.2 5.7 2
123 5.6 2.8 4.9 2
124 7.7 2.8 6.7 2
125 6.3 2.7 4.9 2
126 6.7 3.3 5.7 2
127 7.2 3.2 6 2
128 6.2 2.8 4.8 2
129 6.1 3 4.9 2
130 6.4 2.8 5.6 2
131 7.2 3 5.8 2
132 7.4 2.8 6.1 2
133 7.9 3.8 6.4 2
134 6.4 2.8 5.6 2
135 6.3 2.8 5.1 2
136 6.1 2.6 5.6 2
137 7.7 3 6.1 2
138 6.3 3.4 5.6 2
139 6.4 3.1 5.5 2
140 6 3 4.8 2
141 6.9 3.1 5.4 2
142 6.7 3.1 5.6 2
143 6.9 3.1 5.1 2
144 5.8 2.7 5.1 2
145 6.8 3.2 5.9 2
146 6.7 3.3 5.7 2
147 6.7 3 5.2 2
148 6.3 2.5 5 2
149 6.5 3 5.2 2
150 6.2 3.4 5.4 2
151 5.9 3 5.1 2

10
files/templates/data_kepler.csv 100644
View File

@ -0,0 +1,10 @@
p,a,s
0.241,0.39,0.98
.615,0.72,1.01
1.00,1.00,1.00
1.88,1.52,1.01
11.8,5.20,0.99
29.5,9.54,1.00
84.0,19.18,1.00
165,30.06,1.00
248,39.44,1.00
1 p a s
2 0.241 0.39 0.98
3 .615 0.72 1.01
4 1.00 1.00 1.00
5 1.88 1.52 1.01
6 11.8 5.20 0.99
7 29.5 9.54 1.00
8 84.0 19.18 1.00
9 165 30.06 1.00
10 248 39.44 1.00

6
files/templates/data_power.csv 100644
View File

@ -0,0 +1,6 @@
a,b,s
1,2,1
2,2,4
3,2,9
4,2,16
5,2,25
1 a b s
2 1 2 1
3 2 2 4
4 3 2 9
5 4 2 16
6 5 2 25

10
files/templates/data_sqrt.csv 100644
View File

@ -0,0 +1,10 @@
a,b,s
4,10,20
9,10,30
16,10,40
25,10,50
36,10,60
49,10,70
64,10,80
81,10,90
100,10,100
1 a b s
2 4 10 20
3 9 10 30
4 16 10 40
5 25 10 50
6 36 10 60
7 49 10 70
8 64 10 80
9 81 10 90
10 100 10 100

11
files/templates/data_sum.csv 100644
View File

@ -0,0 +1,11 @@
a,b,c,s
0,1,2,3
1,2,3,6
2,3,4,9
3,4,5,12
4,5,6,15
5,6,7,18
6,7,8,21
7,8,9,24
8,9,10,27
9,10,11,30
1 a b c s
2 0 1 2 3
3 1 2 3 6
4 2 3 4 9
5 3 4 5 12
6 4 5 6 15
7 5 6 7 18
8 6 7 8 21
9 7 8 9 24
10 8 9 10 27
11 9 10 11 30

4
files/templates/data_trig.csv 100644
View File

@ -0,0 +1,4 @@
a,b,c,s
1,2,45,0.5253219888
2,0,22,-1.9999216528
10,3,-5,2.8366218546
1 a b c s
2 1 2 45 0.5253219888
3 2 0 22 -1.9999216528
4 10 3 -5 2.8366218546

40
files/templates/operators_list.txt 100644
View File

@ -0,0 +1,40 @@
OPERATORS TESTED with Karoo GP v1.0
+,2
-,2
*,2
/,2
**,2
The following are not currently supported, but will be again with subsequent releases.
and,2
or,2
+ sin,2
- sin,2
* sin,2
/ sin,2
+ cos,2
- cos,2
* cos,2
/ cos,2
+ exp,2
- exp,2
* exp,2
/ exp,2
+ sqrt,2
+ sqrt,2
- sqrt,2
/ sqrt,2
+ log,2
- log,2
* log,2
/ log,2
Where sin, cos, exp, and log must be preceded by another operator.