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Models:
Richard Zick
RichardZick/
MLOPs_Collaborative_ML_wi
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[e99403]: / dataset / smoking.csv

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# ID gender age height(cm) weight(kg) waist(cm) eyesight(left) eyesight(right) hearing(left) hearing(right) systolic relaxation fasting blood sugar Cholesterol triglyceride HDL LDL hemoglobin Urine protein serum creatinine AST ALT Gtp oral dental caries tartar smoking
1 0 F 40 155 60 81.3 1.2 1.0 1.0 1.0 114.0 73.0 94.0 215.0 82.0 73.0 126.0 12.9 1.0 0.7 18.0 19.0 27.0 Y 0 Y 0
2 1 F 40 160 60 81.0 0.8 0.6 1.0 1.0 119.0 70.0 130.0 192.0 115.0 42.0 127.0 12.7 1.0 0.6 22.0 19.0 18.0 Y 0 Y 0
3 2 M 55 170 60 80.0 0.8 0.8 1.0 1.0 138.0 86.0 89.0 242.0 182.0 55.0 151.0 15.8 1.0 1.0 21.0 16.0 22.0 Y 0 N 1
4 3 M 40 165 70 88.0 1.5 1.5 1.0 1.0 100.0 60.0 96.0 322.0 254.0 45.0 226.0 14.7 1.0 1.0 19.0 26.0 18.0 Y 0 Y 0
5 4 F 40 155 60 86.0 1.0 1.0 1.0 1.0 120.0 74.0 80.0 184.0 74.0 62.0 107.0 12.5 1.0 0.6 16.0 14.0 22.0 Y 0 N 0
6 5 M 30 180 75 85.0 1.2 1.2 1.0 1.0 128.0 76.0 95.0 217.0 199.0 48.0 129.0 16.2 1.0 1.2 18.0 27.0 33.0 Y 0 Y 0
7 6 M 40 160 60 85.5 1.0 1.0 1.0 1.0 116.0 82.0 94.0 226.0 68.0 55.0 157.0 17.0 1.0 0.7 21.0 27.0 39.0 Y 1 Y 1
8 7 M 45 165 90 96.0 1.2 1.0 1.0 1.0 153.0 96.0 158.0 222.0 269.0 34.0 134.0 15.0 1.0 1.3 38.0 71.0 111.0 Y 0 Y 0
9 9 F 50 150 60 85.0 0.7 0.8 1.0 1.0 115.0 74.0 86.0 210.0 66.0 48.0 149.0 13.7 1.0 0.8 31.0 31.0 14.0 Y 0 N 0
10 10 M 45 175 75 89.0 1.0 1.0 1.0 1.0 113.0 64.0 94.0 198.0 147.0 43.0 126.0 16.0 1.0 0.8 26.0 24.0 63.0 Y 0 N 0
11 11 M 30 175 65 89.0 1.5 1.5 1.0 1.0 130.0 77.0 100.0 184.0 141.0 82.0 73.0 14.7 1.0 0.7 35.0 46.0 37.0 Y 0 N 0
12 12 M 30 170 75 87.0 1.2 1.2 1.0 1.0 124.0 78.0 101.0 184.0 197.0 39.0 106.0 17.9 1.0 1.1 34.0 69.0 64.0 Y 0 Y 0
13 13 M 35 170 70 81.0 1.5 1.0 1.0 1.0 130.0 88.0 112.0 178.0 210.0 59.0 77.0 14.5 1.0 0.9 21.0 27.0 83.0 Y 0 N 1
14 14 F 40 155 45 59.0 1.5 1.2 1.0 1.0 95.0 52.0 81.0 155.0 47.0 88.0 57.0 12.6 1.0 0.7 13.0 9.0 9.0 Y 0 N 0
15 15 F 45 165 75 108.0 1.2 1.5 1.0 1.0 122.0 73.0 133.0 269.0 174.0 77.0 157.0 13.3 1.0 0.6 20.0 23.0 19.0 Y 1 Y 0
16 16 F 40 170 55 68.0 1.0 1.0 1.0 1.0 102.0 64.0 86.0 228.0 60.0 71.0 145.0 13.3 1.0 0.8 15.0 10.0 16.0 Y 0 N 0
17 18 F 60 150 50 68.2 1.0 0.8 1.0 1.0 128.0 70.0 72.0 217.0 79.0 74.0 127.0 13.8 1.0 0.6 22.0 16.0 25.0 Y 0 N 0
18 19 M 35 165 70 87.5 1.0 0.8 1.0 1.0 112.0 70.0 79.0 227.0 318.0 41.0 122.0 16.7 1.0 0.9 37.0 43.0 30.0 Y 0 Y 1
19 21 M 60 165 65 79.0 1.0 1.0 1.0 1.0 124.0 84.0 115.0 129.0 119.0 62.0 43.0 17.0 1.0 0.9 23.0 19.0 36.0 Y 0 N 1
20 22 F 45 155 50 73.0 0.7 0.7 1.0 2.0 126.0 84.0 94.0 198.0 57.0 70.0 117.0 12.5 1.0 0.9 17.0 12.0 16.0 Y 0 Y 0
21 23 M 30 170 50 68.0 0.7 0.6 1.0 1.0 131.0 90.0 87.0 191.0 77.0 62.0 113.0 14.4 1.0 0.8 29.0 35.0 22.0 Y 1 N 1
22 26 M 40 180 85 82.0 1.5 1.5 1.0 1.0 120.0 81.0 122.0 166.0 94.0 43.0 104.0 16.6 1.0 0.8 42.0 65.0 37.0 Y 0 N 1
23 28 M 55 175 60 75.0 1.0 1.0 1.0 1.0 100.0 64.0 93.0 186.0 80.0 86.0 84.0 15.4 3.0 1.0 39.0 20.0 35.0 Y 0 N 1
24 30 M 35 170 65 84.6 1.0 1.0 1.0 1.0 127.0 72.0 87.0 179.0 76.0 52.0 112.0 16.0 1.0 0.8 16.0 15.0 12.0 Y 0 N 0
25 31 M 45 175 80 91.0 1.0 1.2 1.0 1.0 115.0 76.0 188.0 125.0 85.0 41.0 67.0 17.1 2.0 0.7 30.0 62.0 71.0 Y 0 N 1
26 32 M 35 180 90 90.0 1.5 1.5 1.0 1.0 140.0 90.0 101.0 191.0 218.0 39.0 108.0 17.6 1.0 1.0 30.0 54.0 99.0 Y 0 Y 1
27 33 M 25 175 85 95.4 1.5 1.5 1.0 1.0 118.0 78.0 101.0 290.0 273.0 62.0 173.0 15.9 1.0 1.0 29.0 35.0 87.0 Y 0 N 0
28 34 M 60 160 70 91.0 0.7 0.7 1.0 1.0 130.0 80.0 87.0 209.0 234.0 30.0 132.0 14.7 1.0 1.0 31.0 41.0 70.0 Y 0 N 1
29 35 F 45 165 60 76.0 0.7 0.8 1.0 1.0 108.0 64.0 83.0 207.0 89.0 92.0 97.0 14.0 1.0 0.8 20.0 11.0 8.0 Y 0 N 0
30 36 M 45 170 65 82.0 1.2 1.2 1.0 1.0 126.0 76.0 92.0 189.0 90.0 42.0 129.0 15.4 1.0 1.1 26.0 27.0 18.0 Y 1 N 0
31 37 F 65 140 45 68.0 0.7 0.6 1.0 1.0 117.0 75.0 91.0 210.0 140.0 42.0 139.0 12.9 1.0 0.6 26.0 19.0 28.0 Y 0 Y 0
32 38 M 55 180 75 80.0 0.8 0.4 1.0 1.0 122.0 80.0 107.0 217.0 245.0 51.0 117.0 16.7 1.0 1.3 24.0 18.0 69.0 Y 0 N 1
33 39 M 20 180 90 95.0 0.9 0.9 1.0 1.0 138.0 74.0 92.0 129.0 53.0 56.0 62.0 15.3 1.0 0.7 18.0 27.0 35.0 Y 0 Y 1
34 40 M 40 170 70 86.0 0.3 0.7 1.0 1.0 136.0 83.0 93.0 187.0 65.0 54.0 120.0 16.0 1.0 0.9 25.0 17.0 101.0 Y 0 Y 1
35 41 M 50 170 55 80.0 0.9 0.9 1.0 1.0 142.0 80.0 91.0 148.0 130.0 48.0 74.0 13.8 1.0 1.0 43.0 45.0 202.0 Y 0 N 1
36 42 M 40 170 80 89.0 1.5 1.5 1.0 1.0 147.0 96.0 86.0 229.0 82.0 71.0 142.0 15.7 1.0 1.3 27.0 19.0 22.0 Y 0 Y 1
37 43 M 25 175 70 82.8 0.3 0.3 1.0 1.0 116.0 86.0 94.0 156.0 53.0 86.0 59.0 14.9 1.0 1.0 18.0 19.0 33.0 Y 0 Y 1
38 44 M 55 175 75 92.5 1.0 0.8 1.0 1.0 125.0 78.0 94.0 225.0 269.0 39.0 132.0 15.9 1.0 1.2 22.0 22.0 22.0 Y 0 Y 0
39 45 M 35 175 85 87.0 1.5 1.2 1.0 1.0 120.0 70.0 93.0 220.0 255.0 45.0 124.0 15.3 1.0 0.8 20.0 22.0 29.0 Y 0 Y 0
40 48 M 20 175 70 80.0 1.5 1.2 1.0 1.0 124.0 82.0 102.0 189.0 79.0 50.0 123.0 16.6 1.0 0.9 30.0 28.0 13.0 Y 0 N 0
41 49 F 40 160 50 65.0 1.0 1.0 1.0 1.0 138.0 82.0 99.0 244.0 69.0 92.0 138.0 12.9 1.0 0.6 19.0 14.0 15.0 Y 0 N 0
42 51 F 50 160 80 95.0 1.2 0.1 1.0 1.0 136.0 77.0 98.0 187.0 61.0 71.0 104.0 12.0 4.0 0.7 23.0 17.0 19.0 Y 1 Y 0
43 52 M 60 160 70 90.0 0.2 0.1 1.0 1.0 114.0 70.0 95.0 223.0 101.0 57.0 146.0 16.1 1.0 1.0 19.0 18.0 37.0 Y 0 N 1
44 53 M 40 185 75 76.0 1.2 1.5 1.0 1.0 106.0 60.0 86.0 191.0 68.0 61.0 116.0 14.5 1.0 1.0 19.0 17.0 11.0 Y 1 Y 1
45 54 F 80 145 55 92.0 0.1 0.4 2.0 2.0 133.0 68.0 95.0 165.0 164.0 49.0 83.0 12.8 1.0 0.5 33.0 29.0 17.0 Y 0 N 0
46 56 M 20 165 70 78.0 1.2 1.0 1.0 1.0 128.0 76.0 103.0 185.0 58.0 49.0 124.0 15.5 1.0 1.1 20.0 23.0 23.0 Y 0 N 0
47 57 M 25 180 60 74.0 0.7 0.7 1.0 1.0 100.0 68.0 98.0 134.0 80.0 46.0 72.0 14.8 1.0 0.9 22.0 27.0 17.0 Y 0 Y 1
48 58 M 30 180 80 91.0 0.2 0.3 1.0 1.0 123.0 70.0 86.0 154.0 108.0 53.0 79.0 16.4 1.0 1.1 22.0 19.0 16.0 Y 0 Y 1
49 59 F 50 155 45 69.0 1.2 1.0 1.0 1.0 112.0 73.0 95.0 234.0 127.0 71.0 138.0 13.8 1.0 0.9 28.0 19.0 19.0 Y 0 N 0
50 60 M 60 165 65 82.0 1.0 1.0 1.0 1.0 118.0 72.0 100.0 178.0 79.0 59.0 103.0 15.3 1.0 1.1 39.0 27.0 24.0 Y 0 Y 1
51 61 F 50 155 55 71.0 0.7 0.5 1.0 1.0 102.0 63.0 90.0 253.0 57.0 58.0 183.0 13.0 1.0 0.6 18.0 14.0 10.0 Y 0 Y 0
52 62 M 55 175 70 81.5 0.9 0.7 1.0 1.0 122.0 70.0 91.0 223.0 108.0 48.0 153.0 16.4 1.0 0.9 45.0 56.0 47.0 Y 0 N 0
53 63 F 50 150 55 74.5 0.8 0.8 1.0 1.0 110.0 70.0 92.0 191.0 60.0 80.0 99.0 11.6 1.0 0.8 20.0 9.0 8.0 Y 1 Y 0
54 64 M 30 170 70 77.9 0.7 0.7 1.0 1.0 122.0 86.0 101.0 155.0 87.0 70.0 67.0 14.8 1.0 0.7 15.0 18.0 53.0 Y 1 Y 1
55 65 M 40 175 70 86.0 0.8 0.7 1.0 1.0 101.0 68.0 94.0 182.0 99.0 37.0 125.0 15.5 1.0 1.1 19.0 17.0 20.0 Y 0 N 0
56 66 M 60 165 65 85.1 0.9 1.2 1.0 1.0 116.0 76.0 118.0 199.0 120.0 85.0 90.0 13.3 1.0 0.9 30.0 31.0 156.0 Y 0 Y 0
57 67 M 45 160 70 87.0 0.7 0.7 1.0 1.0 110.0 68.0 92.0 196.0 80.0 47.0 133.0 15.1 1.0 1.0 19.0 27.0 31.0 Y 1 Y 1
58 68 M 30 190 100 94.1 0.6 0.6 1.0 1.0 128.0 72.0 98.0 172.0 75.0 56.0 101.0 16.0 1.0 0.8 20.0 26.0 30.0 Y 0 Y 1
59 71 M 40 170 70 85.0 1.0 1.0 1.0 1.0 126.0 80.0 107.0 219.0 194.0 55.0 125.0 14.1 1.0 1.0 14.0 14.0 75.0 Y 0 N 1
60 73 M 30 165 60 73.7 1.5 1.5 1.0 1.0 114.0 66.0 100.0 179.0 90.0 67.0 94.0 13.8 1.0 1.0 18.0 13.0 11.0 Y 0 N 0
61 74 M 35 170 85 89.0 1.2 1.2 1.0 1.0 136.0 86.0 95.0 191.0 82.0 58.0 116.0 15.8 1.0 0.9 19.0 22.0 29.0 Y 1 Y 1
62 75 M 50 175 65 91.0 0.7 0.9 1.0 1.0 132.0 90.0 90.0 220.0 199.0 61.0 119.0 16.9 1.0 1.1 25.0 21.0 52.0 Y 0 Y 1
63 76 M 35 175 75 91.0 1.5 1.2 1.0 1.0 133.0 76.0 95.0 274.0 140.0 59.0 187.0 15.7 1.0 0.9 22.0 31.0 22.0 Y 1 Y 1
64 77 M 60 160 65 82.0 0.7 0.7 1.0 1.0 134.0 74.0 117.0 237.0 202.0 47.0 150.0 13.3 1.0 1.0 25.0 49.0 305.0 Y 0 N 1
65 79 M 40 175 75 84.1 1.2 1.5 1.0 1.0 112.0 74.0 98.0 160.0 121.0 46.0 90.0 15.2 1.0 1.0 35.0 24.0 15.0 Y 1 N 0
66 81 F 45 160 60 79.0 1.5 0.8 1.0 1.0 123.0 81.0 73.0 191.0 109.0 78.0 91.0 13.3 1.0 0.7 14.0 13.0 31.0 Y 1 Y 0
67 82 F 50 160 50 72.0 1.0 1.2 1.0 1.0 98.0 60.0 80.0 221.0 84.0 44.0 160.0 13.6 1.0 0.7 24.0 13.0 13.0 Y 0 N 0
68 83 M 35 160 75 82.3 1.0 1.2 1.0 1.0 136.0 84.0 102.0 245.0 292.0 48.0 138.0 14.8 1.0 0.8 60.0 114.0 83.0 Y 0 Y 1
69 84 F 40 150 55 80.0 1.5 1.2 1.0 1.0 100.0 60.0 96.0 249.0 148.0 50.0 169.0 15.1 1.0 0.8 22.0 16.0 54.0 Y 0 Y 0
70 87 M 55 165 65 81.0 1.0 1.5 1.0 1.0 96.0 62.0 89.0 205.0 112.0 57.0 125.0 15.3 1.0 1.0 33.0 30.0 20.0 Y 0 Y 0
71 88 M 50 155 60 76.3 0.4 0.7 1.0 1.0 122.0 80.0 84.0 157.0 93.0 42.0 95.0 14.8 1.0 1.0 25.0 25.0 15.0 Y 0 N 0
72 89 F 45 155 60 75.5 1.0 1.2 1.0 1.0 110.0 70.0 102.0 148.0 182.0 47.0 64.0 13.0 1.0 0.5 16.0 16.0 25.0 Y 1 Y 1
73 90 F 50 155 65 73.0 1.0 1.2 1.0 1.0 121.0 70.0 122.0 201.0 69.0 63.0 123.0 12.2 1.0 0.9 17.0 11.0 12.0 Y 0 Y 0
74 91 M 30 165 75 85.0 0.9 1.2 1.0 1.0 126.0 73.0 94.0 230.0 183.0 42.0 151.0 15.5 1.0 0.8 19.0 24.0 25.0 Y 1 N 0
75 92 F 65 165 55 77.0 0.8 0.7 1.0 1.0 123.0 78.0 89.0 173.0 81.0 74.0 82.0 13.1 1.0 0.6 22.0 19.0 13.0 Y 0 N 0
76 93 M 45 170 60 76.0 1.2 1.2 1.0 1.0 122.0 84.0 97.0 170.0 108.0 55.0 93.0 13.9 1.0 1.0 28.0 29.0 30.0 Y 1 N 1
77 94 M 20 170 75 87.0 1.2 1.0 1.0 1.0 110.0 72.0 84.0 116.0 132.0 35.0 54.0 14.3 1.0 0.6 20.0 12.0 14.0 Y 0 Y 1
78 96 F 45 160 45 63.3 0.7 1.0 1.0 1.0 118.0 77.0 87.0 206.0 71.0 71.0 121.0 12.9 1.0 0.7 21.0 11.0 19.0 Y 0 N 0
79 97 M 60 170 85 103.2 0.2 0.8 1.0 1.0 120.0 80.0 104.0 142.0 128.0 42.0 74.0 16.9 1.0 1.0 23.0 16.0 21.0 Y 1 N 1
80 98 F 40 160 55 65.0 1.0 1.0 1.0 1.0 111.0 71.0 113.0 204.0 97.0 102.0 82.0 12.6 1.0 0.9 25.0 14.0 15.0 Y 1 Y 0
81 99 F 45 165 60 70.0 1.2 1.0 1.0 1.0 116.0 71.0 70.0 140.0 84.0 47.0 76.0 15.2 1.0 0.7 20.0 14.0 25.0 Y 0 N 0
82 101 F 55 150 50 68.0 1.0 0.8 1.0 1.0 115.0 73.0 81.0 191.0 77.0 72.0 103.0 13.1 1.0 0.7 28.0 19.0 18.0 Y 0 Y 0
83 102 M 40 175 75 78.0 1.0 1.0 1.0 1.0 120.0 84.0 94.0 225.0 146.0 57.0 139.0 15.5 1.0 1.0 23.0 30.0 83.0 Y 1 Y 1
84 103 F 40 155 50 64.0 1.5 1.2 1.0 1.0 123.0 76.0 95.0 182.0 87.0 57.0 107.0 13.1 1.0 0.7 19.0 18.0 19.0 Y 0 N 0
85 104 M 35 175 75 83.0 1.2 1.5 1.0 1.0 122.0 80.0 94.0 230.0 218.0 45.0 141.0 17.0 1.0 0.7 31.0 45.0 40.0 Y 0 N 0
86 105 F 50 155 50 71.0 0.7 0.7 1.0 1.0 110.0 66.0 94.0 218.0 81.0 63.0 138.0 13.8 1.0 0.9 19.0 13.0 16.0 Y 0 Y 0
87 106 F 45 165 60 76.4 1.2 1.5 1.0 1.0 124.0 87.0 94.0 194.0 53.0 61.0 122.0 13.6 1.0 0.8 15.0 9.0 12.0 Y 0 Y 0
88 107 M 25 165 60 79.0 1.2 1.2 1.0 1.0 108.0 79.0 98.0 160.0 71.0 47.0 98.0 15.7 1.0 0.8 40.0 82.0 30.0 Y 1 Y 1
89 108 M 25 170 65 79.0 1.5 1.5 1.0 1.0 130.0 77.0 93.0 212.0 116.0 53.0 135.0 16.1 1.0 1.1 30.0 16.0 21.0 Y 0 N 1
90 110 M 35 175 70 82.0 1.2 1.2 1.0 1.0 119.0 70.0 88.0 164.0 87.0 43.0 103.0 16.0 1.0 1.0 21.0 20.0 62.0 Y 1 Y 1
91 111 M 55 165 50 71.0 0.8 0.8 2.0 1.0 119.0 84.0 130.0 195.0 82.0 55.0 123.0 16.5 2.0 0.9 19.0 15.0 39.0 Y 0 Y 1
92 112 M 25 170 60 76.0 0.9 1.0 1.0 1.0 120.0 80.0 93.0 232.0 100.0 64.0 148.0 15.8 1.0 1.1 14.0 15.0 19.0 Y 1 N 0
93 113 F 40 160 70 87.0 1.0 1.0 1.0 1.0 111.0 65.0 99.0 203.0 68.0 62.0 127.0 12.1 1.0 0.7 20.0 21.0 13.0 Y 0 Y 0
94 116 F 60 150 55 85.0 0.7 0.6 1.0 1.0 121.0 68.0 99.0 219.0 128.0 52.0 141.0 13.5 1.0 0.9 23.0 17.0 28.0 Y 0 N 0
95 117 F 50 150 60 84.0 0.6 0.5 1.0 1.0 160.0 90.0 88.0 261.0 308.0 43.0 156.0 15.5 1.0 0.9 24.0 17.0 21.0 Y 0 Y 0
96 118 M 25 175 65 75.0 1.5 1.5 1.0 1.0 130.0 72.0 94.0 163.0 92.0 85.0 59.0 14.9 1.0 0.7 15.0 13.0 15.0 Y 0 Y 1
97 119 M 40 170 75 89.0 0.8 1.5 1.0 1.0 120.0 70.0 89.0 166.0 123.0 57.0 84.0 15.8 1.0 0.9 30.0 23.0 35.0 Y 0 N 1
98 120 M 30 175 75 85.1 1.5 1.5 1.0 1.0 138.0 88.0 92.0 221.0 131.0 54.0 140.0 14.9 1.0 1.1 14.0 16.0 16.0 Y 0 Y 1
99 121 M 35 160 60 80.3 1.0 1.2 1.0 1.0 113.0 69.0 104.0 177.0 87.0 59.0 101.0 15.9 1.0 0.9 21.0 27.0 39.0 Y 0 N 0
100 122 F 40 170 60 80.0 1.2 1.5 1.0 1.0 114.0 72.0 89.0 175.0 75.0 60.0 100.0 13.4 1.0 0.5 28.0 27.0 21.0 Y 0 N 0