Performance evaluation of ensemble learning techniques for landslide susceptibility mapping at the Jinping county, Southwest China

The objective of this study is to investigate different ensemble learning techniques namely Bagging, Boosting, and Stacking for LSM at the Jinping county, Southwest China. Two well-known machine learning classifiers such as C4.5 decision tree (C4.5) and artificial neural network (ANN) were served as...

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Veröffentlicht in:Natural hazards (Dordrecht) 2021, Vol.105 (2), p.1663-1689
Hauptverfasser: Hu, Xudong, Mei, Hongbo, Zhang, Han, Li, Yuanyuan, Li, Mengdi
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Sprache:eng
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