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Advanced hyperparameter optimization for improved spatial prediction of shallow landslides using extreme gradient boosting (XGBoost)

Taşkın Kavzoğlu, Alihan Teke

2022Bulletin of Engineering Geology and the Environment171 citationsDOI

Topics & Concepts

HyperparameterBayesian optimizationRobustness (evolution)Computer scienceRandom forestHyperparameter optimizationLandslideAlgorithmArtificial intelligenceMachine learningSupport vector machineMathematicsGeologyBiologyBiochemistryGeotechnical engineeringGeneLandslides and related hazardsFlood Risk Assessment and ManagementGeotechnical Engineering and Analysis
Advanced hyperparameter optimization for improved spatial prediction of shallow landslides using extreme gradient boosting (XGBoost) | Litcius