Table 2.
Weighted average feature ranks across model type.
| Conventional learners | Deep learners | All learners | |||
|---|---|---|---|---|---|
| Feature | Avg. rank | Feature | Avg. rank | Feature | Avg. rank |
| Glucose median | 5.116 | CHF | 1.000 | CHF | 4.422 |
| Hypertension | 5.142 | Count prior admits | 2.236 | Age | 6.610 |
| Age | 6.273 | MI | 3.528 | Glucose median | 8.347 |
| CHF | 6.360 | Dementia | 4.517 | Dementia | 8.682 |
| GFR last | 9.724 | Stroke | 5.485 | Diabetes | 9.401 |
| Diabetes | 10.047 | Kidney disease | 6.025 | Count prior admits | 10.038 |
| COPD | 10.769 | Age | 7.205 | COPD | 10.140 |
| Dementia | 11.040 | Diabetes | 8.260 | Hypertension | 10.438 |
| Average BMI | 11.603 | COPD | 9.027 | MI | 10.445 |
| Glucose last | 12.434 | Average BMI | 9.751 | Average BMI | 10.934 |