Table 2 Area under the ROC curve.

From: Projecting the effect of climate change on multiple Geomorphological hazard using machine learning data driven approaches

Hazard

Models

Area

Standard error

Asymptotic significant

Asymptotic 95% confidence interval

Lower bound

Upper bound

LS

FDA

0.76

0.07

0.00

0.62

0.90

Ensemble

0.84

0.05

0.00

0.74

0.95

GLM

0.76

0.07

0.00

0.62

0.89

Mars

0.71

0.07

0.01

0.57

0.86

RF

0.84

0.05

0.00

0.74

0.95

SVM

0.88

0.05

0.00

0.77

0.98

CP

FDA

0.79

0.05

0.00

0.69

0.89

Ensemble

0.87

0.04

0.00

0.79

0.95

GLM

0.77

0.05

0.00

0.66

0.88

MARS

0.85

0.05

0.00

0.76

0.95

RF

0.90

0.04

0.00

0.83

0.97

SVM

0.87

0.04

0.00

0.79

0.95