Table 6 Each factor’s influence in the XGBoost 8:2 model
From: Comparison of factors influencing landslide risk near a forest road in Chungju-si, South Korea
Factors | Feature importance | Influence (%) | Rank |
|---|---|---|---|
Saturated unit weight | 0 | 0 | 6 |
Porosity | 31 | 7.1 | 5 |
Friction angle | 105 | 24.2 | 2 |
Cohesion | 0 | 0 | 6 |
Soil depth | 164 | 37.8 | 1 |
Slope angle | 84 | 19.4 | 3 |
Profile curvature | 50 | 11.5 | 4 |
Plan curvature | 0 | 0 | 6 |
TWI | 0 | 0 | 6 |