Flood susceptibility modelling using novel hybrid approach of reduced-error pruning trees with bagging and random subspace ensembles

• Main Authors: Chen, Wei, Hong, Haoyuan, Li, Shaojun, Shahabi, Himan, Wang, Yi, Wang, Xiaojing, Ahmad, Baharin
• Format: Article
• Published: Elsevier B. V. 2019
• Subjects: TD Environmental technology. Sanitary engineering
• Online Access: http://eprints.utm.my/id/eprint/87726/; http://dx.doi.org/10.1016/j.jhydrol.2019.05.089
• Institution: Universiti Teknologi Malaysia

Flooding is a very common natural hazard that causes catastrophic effects worldwide. Recently, ensemble-based techniques have become popular in flood susceptibility modelling due to their greater strength and efficiency in the prediction of flood locations. Thus, the aim of this study was to employ...