Hybrid optimized RF model of seismic resilience of buildings in mountainous region based on hyperparameter tuning and SMOTE
Haijia Wen, Jinnan Wu, Chi Zhang, Xinzhi Zhou, Mingyong Liao, Jiahui Xu
Topics & Concepts
HyperparameterOverfittingResilience (materials science)Hyperparameter optimizationComputer scienceRandom forestField (mathematics)Machine learningData miningEnvironmental scienceArtificial neural networkSupport vector machineMathematicsPure mathematicsThermodynamicsPhysicsInfrastructure Resilience and Vulnerability AnalysisFlood Risk Assessment and ManagementInfrastructure Maintenance and Monitoring