Table 4 Feature importance in the best models
From: Development of glaucoma predictive model and risk factors assessment based on supervised models
Rank | Decision Tree | Random Forest |
|---|---|---|
1 | NVD | NVD |
2 | VCDR | VCDR |
3 | Age | AL |
4 | AL | Systolic BP |
5 | WTW | Age |
6 | Systolic BP | AST |
7 | PCY | BMI |
8 | Spherical Equivalent | Diastolic BP |
9 | LT | PCY |
10 | AST | WTW |