Assessing the predictive capability of ensemble tree methods for landslide susceptibility mapping using XGBoost, gradient boosting machine, and random forest
Emrehan Kutluğ Şahin
Topics & Concepts
Random forestWilcoxon signed-rank testBoosting (machine learning)Ensemble forecastingDecision treeSupport vector machineComputer scienceLandslideMean squared errorGradient boostingArtificial intelligenceEnsemble learningKappaPredictive modellingStatisticsRegressionData miningMachine learningMathematicsMann–Whitney U testGeologyGeometryGeotechnical engineeringLandslides and related hazardsFire effects on ecosystemsFlood Risk Assessment and Management