An investigation of feature selection methods for soil liquefaction prediction based on tree-based ensemble algorithms using AdaBoost, gradient boosting, and XGBoost
Selçuk Demir, Emrehan Kutluğ Şahin
Topics & Concepts
Feature selectionAdaBoostComputer scienceBoosting (machine learning)Random forestEnsemble learningArtificial intelligenceDecision treeSoil liquefactionMachine learningSupport vector machineData miningPattern recognition (psychology)LiquefactionEngineeringGeotechnical engineeringGeotechnical Engineering and Soil MechanicsGeotechnical Engineering and Underground StructuresGeotechnical Engineering and Soil Stabilization