Logistic Regression | Random Forest | |
---|---|---|
1. | S01X (other ophthalmologicals) | Age |
2. | Age | S01X (other ophthalmologicals) |
3. | Gender | Number of GP consults < 20 min |
4. | S01A (anti-infectives for ophthalmological use) | Number of GP consults > 20 min |
5. | Number of GP consults > 20 min | Number of GP consults by phone |
6. | S01G (decongestants and anti-allergics for ophthalmological use) | A02B (drugs for peptic ulcer and gastro-oesopheagel reflux disease) |
7. | Number of GP visitations at home < 20 min | Gender |
8. | S01C (anti-inflammatory agents and anti-infectives in combination) | Repeat prescription |
9. | J01F (macrolides, lincosamides and streptogramins) | N02A (opioids) |
10. | A99 (other generalized/non-specified diseases) | M01A (Anti-inflammatory and anti-rheumatic products, NS) |