The input is medical data for 25 patients, identified by patient ID (pid). The data has these attributes (also called variables or dimensions):
- Age (years)
- Body mass index (BMI) (kg/m2)
- Blood pressure (mm Hg)
- Blood glucose level (mg/dL)
- Strokes (number experienced)
- Cigarettes (number smoked/month)
- Insulin (mg/dL)
- High-density lipoproteins (HDL) (mg/dL)
pid | age | bmi | bloodpressure | glucose | strokes | cigarettes | insulin | hdl |
---|---|---|---|---|---|---|---|---|
1 | 50 | 33.6 | 72 | 148 | 6 | 35 | 0 | 62.7 |
2 | 31 | 26.6 | 66 | 85 | 1 | 29 | 0 | 35.1 |
3 | 32 | 23.3 | 64 | 183 | 8 | 0 | 0 | 67.2 |
4 | 21 | 28.1 | 66 | 89 | 1 | 23 | 94 | 16.7 |
5 | 33 | 43.1 | 40 | 137 | 0 | 35 | 168 | 228.8 |
6 | 30 | 25.6 | 74 | 116 | 5 | 0 | 0 | 20.1 |
7 | 26 | 31 | 50 | 78 | 3 | 32 | 88 | 24.8 |
8 | 29 | 35.3 | 0 | 115 | 10 | 0 | 0 | 13.4 |
9 | 53 | 30.5 | 70 | 197 | 2 | 45 | 543 | 15.8 |
10 | 54 | 0 | 96 | 125 | 8 | 0 | 0 | 23.2 |
11 | 30 | 37.6 | 92 | 110 | 4 | 0 | 0 | 19.1 |
12 | 34 | 38 | 74 | 168 | 10 | 0 | 0 | 53.7 |
13 | 57 | 27.1 | 80 | 139 | 10 | 0 | 0 | 144.1 |
14 | 59 | 30.1 | 60 | 189 | 1 | 23 | 846 | 39.8 |
15 | 51 | 25.8 | 72 | 166 | 5 | 19 | 175 | 58.7 |
16 | 32 | 30 | 0 | 100 | 7 | 0 | 0 | 48.4 |
17 | 31 | 45.8 | 84 | 118 | 0 | 47 | 230 | 55.1 |
18 | 31 | 29.6 | 74 | 107 | 7 | 0 | 0 | 25.4 |
19 | 33 | 43.3 | 30 | 103 | 1 | 38 | 83 | 18.3 |
20 | 32 | 34.6 | 70 | 115 | 1 | 30 | 96 | 52.9 |
21 | 27 | 39.3 | 88 | 126 | 3 | 41 | 235 | 70.4 |
22 | 50 | 35.4 | 84 | 99 | 8 | 0 | 0 | 38.8 |
23 | 41 | 39.8 | 90 | 196 | 7 | 0 | 0 | 45.1 |
24 | 29 | 29 | 80 | 119 | 9 | 35 | 0 | 26.3 |
25 | 51 | 36.6 | 94 | 143 | 11 | 33 | 146 | 25.4 |