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Richard Zick
RichardZick/
BioSignal-Smoking-Predict
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[383fa1]: / train_dataset.csv

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# 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 dental caries smoking
1 35 170 85 97 0.9 0.9 1 1 118 78 97 239 153 70 142 19.8 1 1 61 115 125 1 1
2 20 175 110 110 0.7 0.9 1 1 119 79 88 211 128 71 114 15.9 1 1.1 19 25 30 1 0
3 45 155 65 86 0.9 0.9 1 1 110 80 80 193 120 57 112 13.7 3 0.6 1090 1400 276 0 0
4 45 165 80 94 0.8 0.7 1 1 158 88 249 210 366 46 91 16.9 1 0.9 32 36 36 0 0
5 20 165 60 81 1.5 0.1 1 1 109 64 100 179 200 47 92 14.9 1 1.2 26 28 15 0 0
6 60 160 50 78 1 0.9 2 2 126 75 114 177 74 98 64 13.9 1 1 47 23 70 0 1
7 40 175 90 95 0.9 1 1 1 130 88 90 207 331 39 102 16.5 1 1 19 22 19 0 0
8 40 180 75 85 1.5 1.5 1 1 110 60 100 170 62 58 99 14 2 1.4 29 20 32 1 1
9 40 170 60 74 1.2 1.5 1 1 89 57 83 178 69 60 104 12.9 2 0.7 17 17 14 0 0
10 45 155 55 78 0.7 1 1 1 114 81 96 184 177 41 107 13.1 1 0.6 22 15 56 0 0
11 40 160 60 77.6 0.5 0.5 1 1 130 80 94 154 91 63 73 14.3 1 0.5 19 13 9 0 1
12 50 155 50 72 0.5 0.8 1 1 112 64 83 135 35 59 69 12.5 1 0.9 22 12 11 0 0
13 50 160 60 89 0.8 0.8 1 1 125 76 97 207 39 87 112 12.8 1 0.9 23 16 10 1 0
14 75 155 50 71 0.5 0.1 1 1 114 68 86 230 71 72 144 12.6 1 0.6 26 11 12 0 0
15 40 150 40 62 1 1.5 1 1 101 72 78 259 105 71 167 13.4 1 1 23 16 18 0 0
16 60 165 75 92 0.3 1.2 1 1 127 84 129 163 130 49 88 16.4 1 1.1 32 64 65 0 0
17 50 170 75 84 1 1.2 1 1 120 88 268 226 118 53 149 15.4 1 1 24 35 33 1 1
18 40 175 70 78.5 1.5 1 1 1 118 73 55 164 37 79 78 16.1 1 0.7 18 13 10 0 1
19 40 170 65 81 1.5 1.5 1 1 151 103 134 174 89 61 95 15.1 1 1 29 12 79 1 1
20 55 175 70 85 1.2 1.2 1 1 110 70 93 122 66 36 73 14.9 1 0.8 20 16 19 0 0
21 45 175 70 80 1.2 1.2 1 1 130 80 81 215 92 48 149 14.8 1 1.1 27 28 21 0 0
22 25 170 70 83 1.2 1.5 1 1 118 78 92 162 98 46 96 16.3 1 1.1 19 12 17 0 0
23 40 165 60 76.4 0.9 0.7 1 1 100 62 102 125 85 44 64 11.7 1 0.8 21 11 23 0 0
24 55 175 70 84 1.2 1.5 2 2 120 70 85 190 87 51 121 13 1 0.9 23 15 16 1 0
25 30 175 75 84 1.2 1.2 1 1 120 80 95 172 218 37 91 15.4 1 1 19 22 19 1 1
26 55 160 70 89 1.2 1 1 1 127 84 97 164 54 46 107 15 1 0.8 58 78 31 0 0
27 55 155 50 75 0.7 0.4 1 1 125 70 84 275 189 74 163 11.6 1 0.7 24 20 15 0 0
28 50 165 80 94 1.2 0.9 1 1 128 80 135 169 164 34 102 15.9 1 0.8 28 30 44 0 0
29 60 165 65 85 0.7 0.9 1 1 115 70 79 188 167 43 111 16 1 1 19 16 34 1 1
30 70 160 50 79 0.8 0.5 1 1 120 70 94 225 129 54 145 14.8 1 0.6 14 11 29 0 1
31 40 170 95 106 1.5 1.2 1 1 121 72 127 197 198 51 106 16.7 1 0.9 58 165 107 1 0
32 55 160 55 79 1 1 1 1 116 75 84 190 61 77 101 13.9 1 0.9 37 25 29 0 0
33 25 170 55 83.8 0.8 0.8 1 1 124 71 81 153 114 43 87 15.4 1 0.8 38 33 19 1 0
34 40 165 50 64.2 1.2 1.2 1 1 110 70 87 208 50 74 124 12.8 1 0.6 17 13 16 0 0
35 35 180 90 90.8 1.5 0.8 1 1 115 77 94 208 121 40 144 16 1 1.1 33 31 66 1 0
36 65 160 60 83.5 0.4 0.7 1 1 139 84 99 139 320 35 50 14.9 1 0.9 19 16 40 0 1
37 40 150 45 75.5 1 1 1 1 102 56 96 157 34 63 87 13.2 1 0.7 19 14 14 1 0
38 45 155 50 71 0.5 0.8 1 1 112 67 90 181 51 71 96 7.5 1 0.5 25 13 32 0 0
39 25 175 85 91.5 1.2 1 1 1 116 84 106 227 165 53 141 16.9 1 1 19 25 28 0 0
40 35 175 100 101 1.2 1.2 1 1 158 99 99 203 174 41 127 15.5 1 1.2 29 45 68 0 0
41 35 165 75 94 1 1 1 1 110 67 109 227 264 43 131 15.6 1 1.4 19 21 46 0 0
42 50 160 65 81 1.2 1.5 1 1 118 78 91 271 105 64 186 15.1 1 1 21 17 25 0 1
43 25 165 75 97 0.6 0.9 1 1 122 70 96 220 203 38 141 15.8 2 0.8 17 28 25 0 0
44 55 155 60 77 1 0.9 1 1 126 88 89 211 97 66 126 13.5 1 0.6 21 13 18 0 0
45 40 150 35 59 1 0.8 1 1 101 68 89 198 35 76 115 13.2 1 0.7 15 15 13 0 0
46 40 160 55 85 1.2 1.2 1 1 117 68 76 175 52 63 101 12.7 1 0.5 17 15 10 0 0
47 55 150 50 70 1.2 1.2 1 1 110 69 96 228 187 59 131 13.2 1 0.5 35 21 87 0 0
48 80 140 40 69 0.4 0.2 2 1 165 84 97 169 64 79 77 11.4 1 0.5 41 61 13 0 0
49 40 170 65 74 1 0.8 1 1 166 70 92 200 91 59 123 15.2 1 0.9 15 16 19 1 1
50 40 170 75 95 0.5 0.5 1 2 135 80 99 204 71 45 145 17.1 2 1 39 104 48 0 1
51 60 165 65 91 1.2 1 1 1 114 81 105 241 343 45 127 16.5 2 1.2 20 10 46 0 0
52 60 165 60 83 0.9 1.5 1 1 148 86 102 176 82 73 87 15.4 1 1.2 24 21 38 0 0
53 45 160 55 76.7 0.9 1 1 1 113 77 109 245 208 53 150 13.9 1 0.8 23 20 51 0 0
54 35 165 65 85 1 1.2 1 1 110 70 107 167 95 76 72 16.1 1 1.1 36 39 37 0 0
55 60 155 55 87.2 0.9 0.9 1 1 134 75 114 219 341 72 79 13.4 1 0.6 40 40 145 0 0
56 40 155 60 80 1.2 1.2 1 1 106 72 91 191 82 48 127 12.6 1 0.6 24 15 11 0 0
57 40 160 45 67 1.5 1 1 1 118 76 97 165 101 54 99 13.5 3 0.8 16 14 13 0 0
58 40 175 75 88 0.8 0.9 1 1 143 81 96 230 187 67 125 15.2 1 1 35 41 231 1 1
59 50 145 70 97 1.2 1 1 1 105 70 81 234 101 73 141 12.6 1 0.8 20 14 21 0 0
60 25 175 70 82 1.2 1.5 1 1 135 81 74 173 56 56 105 15.6 1 0.8 16 17 16 0 0
61 60 170 65 83.5 0.6 0.5 1 1 129 81 99 171 216 41 87 14.8 1 0.8 18 22 29 0 1
62 45 165 55 71.2 1.2 1.2 1 1 108 67 107 169 54 73 83 14 1 0.8 18 17 17 1 1
63 40 175 70 82 0.1 0.5 1 1 135 82 108 257 353 43 143 16.2 1 1 89 124 74 0 0
64 50 150 55 81 0.9 0.7 1 1 139 83 79 252 110 55 175 14.7 1 0.7 21 15 19 0 0
65 45 165 70 86 1.5 1.5 1 1 150 90 104 230 251 54 126 15.6 1 1 21 26 29 0 1
66 45 165 60 67 1 0.8 1 1 110 70 92 171 97 52 99 12.5 1 0.8 19 11 18 0 0
67 35 170 70 87 1.2 1.2 1 1 109 61 86 203 139 48 127 16.1 1 1 19 24 17 0 0
68 35 175 55 68 1.2 1.2 1 1 112 72 85 167 69 86 67 13.9 1 0.9 25 18 17 1 1
69 45 160 45 69 1 0.9 1 1 123 89 90 154 70 55 85 12.8 3 1 20 10 13 0 0
70 55 165 70 87 0.7 0.3 1 1 130 80 105 122 49 53 58 16.1 3 0.8 30 27 59 0 1
71 55 150 45 61 0.8 0.6 1 1 98 62 80 215 102 62 132 12.5 1 0.7 18 11 8 0 0
72 50 150 40 65 0.9 1 1 1 112 70 87 256 81 71 169 13.4 1 0.7 28 24 29 0 0
73 40 165 60 82 1.2 1.2 1 1 127 76 107 175 110 52 101 14.9 1 0.9 17 12 25 0 1
74 60 165 65 89 0.6 0.9 2 1 132 85 72 163 98 36 107 15.5 1 0.8 23 19 17 1 0
75 45 155 65 80 1.2 1 1 1 120 80 92 192 225 44 103 13.7 1 0.6 15 12 18 0 0
76 60 155 60 83 0.6 0.7 1 1 160 100 123 145 164 51 61 12.5 3 0.6 23 24 21 0 0
77 30 165 80 96 0.9 1 1 1 155 104 104 193 398 30 83 14.8 1 1.1 16 24 21 0 0
78 55 150 45 71.2 1 0.8 1 1 120 81 87 237 78 56 165 12.1 1 0.9 20 15 19 0 0
79 25 170 65 72 0.7 0.9 1 1 114 67 85 200 101 59 120 15.2 1 0.6 114 65 18 0 0
80 25 180 80 86 1.2 1.5 1 1 132 80 93 165 85 53 95 15.2 1 0.9 22 16 15 1 0
81 60 150 70 100 0.6 0.3 1 1 132 74 93 158 70 51 93 14.5 1 0.7 29 22 18 1 0
82 45 160 65 87 1 1.2 1 1 133 86 134 168 349 32 66 16.4 1 1.2 43 52 61 0 1
83 45 150 45 72 0.8 0.7 1 1 130 80 125 212 103 103 88 12.8 1 0.5 19 20 36 1 0
84 40 185 75 84 1 1.2 1 1 118 78 102 182 157 41 110 14.9 1 1.2 23 30 79 0 1
85 60 145 55 85 0.7 0.8 1 1 134 82 122 239 174 64 140 14.5 1 0.9 27 22 18 0 0
86 20 175 60 76.2 1.5 1.5 1 1 128 68 114 182 76 58 109 17.1 1 0.9 17 23 35 0 0
87 50 170 65 80 1.2 1.2 1 1 104 66 170 141 69 54 82 14.5 1 0.6 16 18 24 0 0
88 25 185 80 85.1 0.1 1 1 1 134 82 92 184 78 47 121 17 1 1 26 37 55 1 1
89 60 155 65 90 0.6 0.6 1 1 119 76 87 238 94 45 174 12.6 1 0.7 19 11 14 0 0
90 55 165 75 85 1.2 1.2 1 1 148 81 102 203 121 54 124 17.8 1 1.1 21 23 34 0 1
91 40 170 105 118 1.5 1.2 1 1 180 110 89 239 142 62 148 21.1 3 1.2 38 27 150 0 1
92 30 165 60 78 1.2 1.2 1 1 112 71 91 162 74 51 96 15.7 1 0.9 24 22 23 1 1
93 40 175 85 83 1.5 1.2 1 1 134 80 105 166 86 50 99 15.8 1 1 27 34 48 0 1
94 65 165 70 94.1 0.9 1 1 1 120 80 167 270 101 55 194 14.4 1 0.8 16 16 24 1 0
95 25 180 95 98 1 1 1 1 138 82 104 235 159 51 152 16.6 1 1.2 40 69 97 0 1
96 30 175 85 87 1.5 1.5 1 1 110 70 103 253 380 37 140 15.3 1 1.1 38 61 61 0 1
97 40 170 65 83 1.2 1.2 1 1 100 64 102 173 143 40 104 14.9 1 1 24 20 28 0 1
98 55 160 45 62 0.7 0.7 1 1 90 60 85 189 72 98 76 13.4 1 0.8 44 33 39 0 0
99 40 145 40 62.2 1 1 1 1 123 77 94 144 52 80 53 13 1 0.5 32 20 49 0 0
100 40 180 80 88 1.2 1.5 1 1 107 62 96 154 149 48 76 15.2 1 1 22 20 22 1 1