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A new random forest method for landslide susceptibility mapping using hyperparameter optimization and grid search techniques

Manvi Kanwar, Badal Pokharel, Samsung Lim

2025International Journal of Environmental Science and Technology13 citationsDOI

Topics & Concepts

HyperparameterHyperparameter optimizationRandom forestLandslideGridGrid cellEnvironmental scienceComputer scienceStatisticsGeologyMachine learningMathematicsSeismologySupport vector machineGeodesyLandslides and related hazardsGeotechnical Engineering and AnalysisCryospheric studies and observations
A new random forest method for landslide susceptibility mapping using hyperparameter optimization and grid search techniques | Litcius