A random forest model of landslide susceptibility mapping based on hyperparameter optimization using Bayes algorithm
A random forest model of landslide susceptibility mapping based on hyperparameter optimization using Bayes algorithm
Deliang Sun,Haijia Wen,Danzhou Wang,Jiahui Xu
2020 · DOI: 10.1016/j.geomorph.2020.107201
Geomorphology · 367 Citations
TLDR
The purpose of this study is to optimize the hyperparameters based on a Bayesian optimization algorithm, and to obtain a high accuracy random forest landslide susceptibility evaluation model.