Potential of Ensemble Learning to Improve Tree-Based Classifiers for Landslide Susceptibility Mapping

Ensemble learning methods have been widely used due to their remarkable generalized performance, but their potential in landslide spatial prediction application is not fully studied. To take full advantage of ensemble learning techniques, the classification and regression tree classifier and four tr...

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Bibliographic Details
Main Authors: Jiahui Song, Yi Wang, Zhice Fang, Ling Peng, Haoyuan Hong
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9157927/