Table 9 Top 20 important features extracted from female patients
No | Feature | Description | Ranking |
|---|---|---|---|
1 | Age | Age at the relay study | 0.481 |
2 | LOS | Length of stay at the hospital | 0.094 |
3 | DK70 | Alcoholic liver disease | 0.037 |
4 | DK74 | Hepatic fibrosis | 0.021 |
5 | DA41 | Other sepsis | 0.020 |
6 | ED | Visitor of Emergency Department | 0.016 |
7 | DZ03 | Observation for suspected tuberculosis | 0.014 |
8 | Outpatient | Admitted to the hospital | 0.014 |
9 | DI63 | Cerebral infarction due to thrombosis of precerebral arteries | 0.013 |
10 | Admission | Ambulatory care | 0.012 |
11 | DS82 | Fracture of lower leg, including ankle | 0.010 |
12 | DI69 | Sequelae of cerebrovascular disease | 0.010 |
13 | DK90 | Intestinal malabsorption | 0.010 |
14 | DS53 | Dislocation, sprain and strain of joints and ligaments of elbow | 0.008 |
15 | DK76 | Other diseases of liver | 0.007 |
16 | DM19 | Another arthrosis | 0.007 |
17 | DM24 | Loose body in joint | 0.007 |
18 | DK50 | Crohn disease [regional enteritis] | 0.007 |
19 | DK21 | Gastro-oesophageal reflux disease | 0.007 |
20 | DS62 | Fracture of first metacarpal bone | 0.007 |