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LeoBoraiLeoBorai
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feat: analyse iris database and create vector
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‎.github/workflows/container-build.yml‎

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name: Container Build
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on: pull_request
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on:
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- pull_request
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- push
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jobs:
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docker:
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runs-on: ubuntu-latest
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steps:
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- name: Checkout
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uses: actions/checkout@v4
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- name: Builds Docker Image
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run: docker compose build notebook
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‎.gitignore‎

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.DS_Store
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.ipynb_checkpoints

‎README.md‎

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<div>
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<h1 align="center">Docker Machine Learning</h1>
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<h4 align="center">A template for Machine Learning projects with Docker</h4>
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<h1 align="center">Iris Flower</h1>
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<h4 align="center">Iris Flower Dataset from R.A. Fisher 1936 Analysis</h4>
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</div>
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## Motivation
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Spin up Machine Learning projects with ease, avoiding a virtual environment
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setup by using Docker, extending compatibility for collaboration by having
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a operative system agnostic environment.
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## Run Locally
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Build an run containers using `docker compose`
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> A [Justfile][1] is included!
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## Sources
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- The Iris Flowers dataset is downloaded from [UC Irvine Machine Learning
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Repository][2].
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[1]: https://just.systems
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[2]: https://archive.ics.uci.edu/dataset/53/iris

‎notebooks/analysis.ipynb‎

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‎notebooks/datasets/iris/data/Index‎

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Index of iris
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02 Dec 1996 105 Index
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08 Mar 1993 4551 iris.data
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30 May 1989 2604 iris.names

‎notebooks/datasets/iris/data/bezdekIris.data‎

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5.1,3.5,1.4,0.2,Iris-setosa
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4.9,3.0,1.4,0.2,Iris-setosa
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4.7,3.2,1.3,0.2,Iris-setosa
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4.6,3.1,1.5,0.2,Iris-setosa
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5.0,3.6,1.4,0.2,Iris-setosa
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5.4,3.9,1.7,0.4,Iris-setosa
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4.6,3.4,1.4,0.3,Iris-setosa
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5.0,3.4,1.5,0.2,Iris-setosa
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4.4,2.9,1.4,0.2,Iris-setosa
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4.9,3.1,1.5,0.1,Iris-setosa
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5.4,3.7,1.5,0.2,Iris-setosa
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4.8,3.4,1.6,0.2,Iris-setosa
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4.8,3.0,1.4,0.1,Iris-setosa
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4.3,3.0,1.1,0.1,Iris-setosa
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5.8,4.0,1.2,0.2,Iris-setosa
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5.7,4.4,1.5,0.4,Iris-setosa
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5.4,3.9,1.3,0.4,Iris-setosa
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5.1,3.5,1.4,0.3,Iris-setosa
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5.7,3.8,1.7,0.3,Iris-setosa
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5.1,3.8,1.5,0.3,Iris-setosa
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5.4,3.4,1.7,0.2,Iris-setosa
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5.1,3.7,1.5,0.4,Iris-setosa
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4.6,3.6,1.0,0.2,Iris-setosa
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5.1,3.3,1.7,0.5,Iris-setosa
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4.8,3.4,1.9,0.2,Iris-setosa
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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
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5.2,3.4,1.4,0.2,Iris-setosa
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4.7,3.2,1.6,0.2,Iris-setosa
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4.8,3.1,1.6,0.2,Iris-setosa
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5.4,3.4,1.5,0.4,Iris-setosa
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5.2,4.1,1.5,0.1,Iris-setosa
34+
5.5,4.2,1.4,0.2,Iris-setosa
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4.9,3.1,1.5,0.2,Iris-setosa
36+
5.0,3.2,1.2,0.2,Iris-setosa
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5.5,3.5,1.3,0.2,Iris-setosa
38+
4.9,3.6,1.4,0.1,Iris-setosa
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4.4,3.0,1.3,0.2,Iris-setosa
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5.1,3.4,1.5,0.2,Iris-setosa
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5.0,3.5,1.3,0.3,Iris-setosa
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4.5,2.3,1.3,0.3,Iris-setosa
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4.4,3.2,1.3,0.2,Iris-setosa
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5.0,3.5,1.6,0.6,Iris-setosa
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5.1,3.8,1.9,0.4,Iris-setosa
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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
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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
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5.7,2.8,4.5,1.3,Iris-versicolor
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6.3,3.3,4.7,1.6,Iris-versicolor
58+
4.9,2.4,3.3,1.0,Iris-versicolor
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6.6,2.9,4.6,1.3,Iris-versicolor
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5.2,2.7,3.9,1.4,Iris-versicolor
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5.0,2.0,3.5,1.0,Iris-versicolor
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5.9,3.0,4.2,1.5,Iris-versicolor
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6.0,2.2,4.0,1.0,Iris-versicolor
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6.1,2.9,4.7,1.4,Iris-versicolor
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5.6,2.9,3.6,1.3,Iris-versicolor
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6.7,3.1,4.4,1.4,Iris-versicolor
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5.6,3.0,4.5,1.5,Iris-versicolor
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5.8,2.7,4.1,1.0,Iris-versicolor
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6.2,2.2,4.5,1.5,Iris-versicolor
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5.6,2.5,3.9,1.1,Iris-versicolor
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5.9,3.2,4.8,1.8,Iris-versicolor
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6.1,2.8,4.0,1.3,Iris-versicolor
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6.3,2.5,4.9,1.5,Iris-versicolor
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6.1,2.8,4.7,1.2,Iris-versicolor
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6.4,2.9,4.3,1.3,Iris-versicolor
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6.6,3.0,4.4,1.4,Iris-versicolor
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6.8,2.8,4.8,1.4,Iris-versicolor
78+
6.7,3.0,5.0,1.7,Iris-versicolor
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6.0,2.9,4.5,1.5,Iris-versicolor
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5.7,2.6,3.5,1.0,Iris-versicolor
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5.5,2.4,3.8,1.1,Iris-versicolor
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5.5,2.4,3.7,1.0,Iris-versicolor
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5.8,2.7,3.9,1.2,Iris-versicolor
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6.0,2.7,5.1,1.6,Iris-versicolor
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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
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5.9,3.0,5.1,1.8,Iris-virginica
151+

‎notebooks/datasets/iris/data/iris.data‎

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5.1,3.5,1.4,0.2,Iris-setosa
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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
151+

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