pms/uczenie-maszynowe
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Paweł Skórzewski 2022-10-14 11:37:38 +02:00
parent d513e3293f
commit 8f1331c439
2 changed files with 161 additions and 0 deletions
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10
lab/data1.csv Normal file
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price,isNew,rooms,floor,location,sqrMetres
476118.0,False,3,1,Centrum,78
459531.0,False,3,2,Sołacz,62
411557.0,False,3,0,Sołacz,15
496416.0,False,4,0,Sołacz,14
406032.0,False,3,0,Sołacz,15
450026.0,False,3,1,Naramowice,80
571229.15,False,2,4,Wilda,39
325000.0,False,3,1,Grunwald,54
268229.0,False,2,1,Grunwald,90
1 price isNew rooms floor location sqrMetres
2 476118.0 False 3 1 Centrum 78
3 459531.0 False 3 2 Sołacz 62
4 411557.0 False 3 0 Sołacz 15
5 496416.0 False 4 0 Sołacz 14
6 406032.0 False 3 0 Sołacz 15
7 450026.0 False 3 1 Naramowice 80
8 571229.15 False 2 4 Wilda 39
9 325000.0 False 3 1 Grunwald 54
10 268229.0 False 2 1 Grunwald 90

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