Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines

• Main Authors: Haoyuan, Hong, Pradhan, Biswajeet, Chong, Xu, Dieu, Tien Bui
• Format: Article
• Language: English
• Published: Elsevier 2015
• Online Access: http://psasir.upm.edu.my/id/eprint/46353/1/Spatial%20prediction%20of%20landslide%20hazard%20at%20the%20Yihuang%20area%20%28China%29%20using%20two-class%20kernel%20logistic%20regression%2C%20alternating%20decision%20tree%20and%20support%20vector%20machines.pdf; http://psasir.upm.edu.my/id/eprint/46353/

Preparation of landslide susceptibility map is the first step for landslide hazard mitigation and risk assessment. The main aim of this study is to explore potential applications of two new models such as two-class Kernel Logistic Regression (KLR) and Alternating Decision Tree (ADT) for landslide...