A benchmark comparison and optimization of Gaussian process regression, support vector machines, and M5P tree model in approximation of the lateral confinement coefficient for CFRP-wrapped rectangular/square RC columns
Kaan Yetilmezsoy, Parveen Sihag, Emel Kıyan, Bilge Doran
Topics & Concepts
Support vector machineGaussian functionGaussian processKernel (algebra)KrigingBenchmark (surveying)Structural engineeringGaussianMathematicsCorrelation coefficientAlgorithmComputer scienceArtificial intelligenceEngineeringStatisticsPhysicsGeologyCombinatoricsQuantum mechanicsGeodesyStructural Behavior of Reinforced ConcreteConcrete Corrosion and DurabilityInnovative concrete reinforcement materials