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2026-07-13 12:37:28 +08:00
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machine_learning/iris.csv
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https://archive.ics.uci.edu/ml/datasets/iris
sepal length in cm,sepal width in cm,petal length in cm,petal width in cm
5.1,3.5,1.4,.2,0
4.9,3,1.4,.2,0
4.7,3.2,1.3,.2,0
4.6,3.1,1.5,.2,0
5,3.6,1.4,.2,0
5.4,3.9,1.7,.4,0
4.6,3.4,1.4,.3,0
5,3.4,1.5,.2,0
4.4,2.9,1.4,.2,0
4.9,3.1,1.5,.1,0
5.4,3.7,1.5,.2,0
4.8,3.4,1.6,.2,0
4.8,3,1.4,.1,0
4.3,3,1.1,.1,0
5.8,4,1.2,.2,0
5.7,4.4,1.5,.4,0
5.4,3.9,1.3,.4,0
5.1,3.5,1.4,.3,0
5.7,3.8,1.7,.3,0
5.1,3.8,1.5,.3,0
5.4,3.4,1.7,.2,0
5.1,3.7,1.5,.4,0
4.6,3.6,1,.2,0
5.1,3.3,1.7,.5,0
4.8,3.4,1.9,.2,0
5,3,1.6,.2,0
5,3.4,1.6,.4,0
5.2,3.5,1.5,.2,0
5.2,3.4,1.4,.2,0
4.7,3.2,1.6,.2,0
4.8,3.1,1.6,.2,0
5.4,3.4,1.5,.4,0
5.2,4.1,1.5,.1,0
5.5,4.2,1.4,.2,0
4.9,3.1,1.5,.2,0
5,3.2,1.2,.2,0
5.5,3.5,1.3,.2,0
4.9,3.6,1.4,.1,0
4.4,3,1.3,.2,0
5.1,3.4,1.5,.2,0
5,3.5,1.3,.3,0
4.5,2.3,1.3,.3,0
4.4,3.2,1.3,.2,0
5,3.5,1.6,.6,0
5.1,3.8,1.9,.4,0
4.8,3,1.4,.3,0
5.1,3.8,1.6,.2,0
4.6,3.2,1.4,.2,0
5.3,3.7,1.5,.2,0
5,3.3,1.4,.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 https://archive.ics.uci.edu/ml/datasets/iris
2 sepal length in cm,sepal width in cm,petal length in cm,petal width in cm
3 5.1,3.5,1.4,.2,0
4 4.9,3,1.4,.2,0
5 4.7,3.2,1.3,.2,0
6 4.6,3.1,1.5,.2,0
7 5,3.6,1.4,.2,0
8 5.4,3.9,1.7,.4,0
9 4.6,3.4,1.4,.3,0
10 5,3.4,1.5,.2,0
11 4.4,2.9,1.4,.2,0
12 4.9,3.1,1.5,.1,0
13 5.4,3.7,1.5,.2,0
14 4.8,3.4,1.6,.2,0
15 4.8,3,1.4,.1,0
16 4.3,3,1.1,.1,0
17 5.8,4,1.2,.2,0
18 5.7,4.4,1.5,.4,0
19 5.4,3.9,1.3,.4,0
20 5.1,3.5,1.4,.3,0
21 5.7,3.8,1.7,.3,0
22 5.1,3.8,1.5,.3,0
23 5.4,3.4,1.7,.2,0
24 5.1,3.7,1.5,.4,0
25 4.6,3.6,1,.2,0
26 5.1,3.3,1.7,.5,0
27 4.8,3.4,1.9,.2,0
28 5,3,1.6,.2,0
29 5,3.4,1.6,.4,0
30 5.2,3.5,1.5,.2,0
31 5.2,3.4,1.4,.2,0
32 4.7,3.2,1.6,.2,0
33 4.8,3.1,1.6,.2,0
34 5.4,3.4,1.5,.4,0
35 5.2,4.1,1.5,.1,0
36 5.5,4.2,1.4,.2,0
37 4.9,3.1,1.5,.2,0
38 5,3.2,1.2,.2,0
39 5.5,3.5,1.3,.2,0
40 4.9,3.6,1.4,.1,0
41 4.4,3,1.3,.2,0
42 5.1,3.4,1.5,.2,0
43 5,3.5,1.3,.3,0
44 4.5,2.3,1.3,.3,0
45 4.4,3.2,1.3,.2,0
46 5,3.5,1.6,.6,0
47 5.1,3.8,1.9,.4,0
48 4.8,3,1.4,.3,0
49 5.1,3.8,1.6,.2,0
50 4.6,3.2,1.4,.2,0
51 5.3,3.7,1.5,.2,0
52 5,3.3,1.4,.2,0
53 7,3.2,4.7,1.4,1
54 6.4,3.2,4.5,1.5,1
55 6.9,3.1,4.9,1.5,1
56 5.5,2.3,4,1.3,1
57 6.5,2.8,4.6,1.5,1
58 5.7,2.8,4.5,1.3,1
59 6.3,3.3,4.7,1.6,1
60 4.9,2.4,3.3,1,1
61 6.6,2.9,4.6,1.3,1
62 5.2,2.7,3.9,1.4,1
63 5,2,3.5,1,1
64 5.9,3,4.2,1.5,1
65 6,2.2,4,1,1
66 6.1,2.9,4.7,1.4,1
67 5.6,2.9,3.6,1.3,1
68 6.7,3.1,4.4,1.4,1
69 5.6,3,4.5,1.5,1
70 5.8,2.7,4.1,1,1
71 6.2,2.2,4.5,1.5,1
72 5.6,2.5,3.9,1.1,1
73 5.9,3.2,4.8,1.8,1
74 6.1,2.8,4,1.3,1
75 6.3,2.5,4.9,1.5,1
76 6.1,2.8,4.7,1.2,1
77 6.4,2.9,4.3,1.3,1
78 6.6,3,4.4,1.4,1
79 6.8,2.8,4.8,1.4,1
80 6.7,3,5,1.7,1
81 6,2.9,4.5,1.5,1
82 5.7,2.6,3.5,1,1
83 5.5,2.4,3.8,1.1,1
84 5.5,2.4,3.7,1,1
85 5.8,2.7,3.9,1.2,1
86 6,2.7,5.1,1.6,1
87 5.4,3,4.5,1.5,1
88 6,3.4,4.5,1.6,1
89 6.7,3.1,4.7,1.5,1
90 6.3,2.3,4.4,1.3,1
91 5.6,3,4.1,1.3,1
92 5.5,2.5,4,1.3,1
93 5.5,2.6,4.4,1.2,1
94 6.1,3,4.6,1.4,1
95 5.8,2.6,4,1.2,1
96 5,2.3,3.3,1,1
97 5.6,2.7,4.2,1.3,1
98 5.7,3,4.2,1.2,1
99 5.7,2.9,4.2,1.3,1
100 6.2,2.9,4.3,1.3,1
101 5.1,2.5,3,1.1,1
102 5.7,2.8,4.1,1.3,1
103 6.3,3.3,6,2.5,2
104 5.8,2.7,5.1,1.9,2
105 7.1,3,5.9,2.1,2
106 6.3,2.9,5.6,1.8,2
107 6.5,3,5.8,2.2,2
108 7.6,3,6.6,2.1,2
109 4.9,2.5,4.5,1.7,2
110 7.3,2.9,6.3,1.8,2
111 6.7,2.5,5.8,1.8,2
112 7.2,3.6,6.1,2.5,2
113 6.5,3.2,5.1,2,2
114 6.4,2.7,5.3,1.9,2
115 6.8,3,5.5,2.1,2
116 5.7,2.5,5,2,2
117 5.8,2.8,5.1,2.4,2
118 6.4,3.2,5.3,2.3,2
119 6.5,3,5.5,1.8,2
120 7.7,3.8,6.7,2.2,2
121 7.7,2.6,6.9,2.3,2
122 6,2.2,5,1.5,2
123 6.9,3.2,5.7,2.3,2
124 5.6,2.8,4.9,2,2
125 7.7,2.8,6.7,2,2
126 6.3,2.7,4.9,1.8,2
127 6.7,3.3,5.7,2.1,2
128 7.2,3.2,6,1.8,2
129 6.2,2.8,4.8,1.8,2
130 6.1,3,4.9,1.8,2
131 6.4,2.8,5.6,2.1,2
132 7.2,3,5.8,1.6,2
133 7.4,2.8,6.1,1.9,2
134 7.9,3.8,6.4,2,2
135 6.4,2.8,5.6,2.2,2
136 6.3,2.8,5.1,1.5,2
137 6.1,2.6,5.6,1.4,2
138 7.7,3,6.1,2.3,2
139 6.3,3.4,5.6,2.4,2
140 6.4,3.1,5.5,1.8,2
141 6,3,4.8,1.8,2
142 6.9,3.1,5.4,2.1,2
143 6.7,3.1,5.6,2.4,2
144 6.9,3.1,5.1,2.3,2
145 5.8,2.7,5.1,1.9,2
146 6.8,3.2,5.9,2.3,2
147 6.7,3.3,5.7,2.5,2
148 6.7,3,5.2,2.3,2
149 6.3,2.5,5,1.9,2
150 6.5,3,5.2,2,2
151 6.2,3.4,5.4,2.3,2
152 5.9,3,5.1,1.8,2