Table 2 AUC values for three machine learning models in mapping natural hazards.
From: A machine learning framework for multi-hazards modeling and mapping in a mountainous area
Model | Hazard | ||||
|---|---|---|---|---|---|
Flood (F) | Wildfire (WF) | Snow avalanche (SA) | Landslide (L) | Land subsidence (LSu) | |
SVM | 0.975 | 0.835 | 0.894 | 0.841 | 0.943 |
FDA | 0.962 | 0.825 | 0.912 | 0.779 | 0.920 |
GLM | 0.965 | 0.837 | 0.909 | 0.777 | 0.923 |
