Table 5 Methodology summary and applied tools
6-Factor Model | 8-Factor Model | 10-Factor Model | ||
|---|---|---|---|---|
Weights-encoding | Weights-encoding | Weights-encoding | Percentile-discretization | |
LOGIT with referential landslide susceptibility map and AUC value | ✓ | ✓ | ✓ | ✓ |
Resolution tests of 50, 100, 200 and 500 m cell size, through LOGIT and AUC value | ✓ | |||
Sensitivity Analysis – Univariate method, variations plot and AUC values higher than reference | ✓ | ✓ | ||
K-S test | ✓ | ✓ | ||
Sensitivity Analysis – Monte Carlo Method, visualization of 2 best predictors and AUC values higher than reference | ✓ | ✓ | ||