A Meta-Learning Approach of Optimisation for Spatial Prediction of Landslides

Optimisation plays a key role in the application of machine learning in the spatial prediction of landslides. The common practice in optimising landslide prediction models is to search for optimal/suboptimal hyperparameter values in a number of predetermined hyperparameter configurations based on an...

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Autores principales: Biswajeet Pradhan, Maher Ibrahim Sameen, Husam A. H. Al-Najjar, Daichao Sheng, Abdullah M. Alamri, Hyuck-Jin Park
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
Materias:
GIS
Q
Acceso en línea:https://doaj.org/article/d9f6413b0fc947bcb2897e97b34baabd
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