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Geoenvironmental Disasters

Table 5 F1-score values

From: Stepwise integration of analytical hierarchy process with machine learning algorithms for landslide, gully erosion and flash flood susceptibility mapping over the North-Moungo perimeter, Cameroon

Model

Landslide

Gully erosion

Flash flood

MGHS

CART

0.87

0.86

0.86

0.82

RF

0.87

0.86

0.86

0.83

GBRT

0.87

0.86

0.86

0.84

SVR

0.87

0.86

0.88

0.83

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