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Table 5 Methodology summary and applied tools

From: Landslide Susceptibility Mapping of Urban Areas: Logistic Regression and Sensitivity Analysis applied to Quito, Ecuador

  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