Compressive strength prediction of high-performance concrete using gradient tree boosting machine
Mosbeh R. Kaloop, Deepak Kumar, Pijush Samui, Jong Wan Hu, Dongwook Kim
Topics & Concepts
Random forestGradient boostingBoosting (machine learning)Compressive strengthComputer scienceMultivariate adaptive regression splinesExtreme learning machineRobustness (evolution)Feature selectionRegressionGaussian processKrigingMachine learningRegression analysisGaussianStatisticsMathematicsArtificial neural networkMaterials scienceBayesian multivariate linear regressionPhysicsQuantum mechanicsBiochemistryChemistryGeneComposite materialInnovative concrete reinforcement materialsConcrete and Cement Materials ResearchInfrastructure Maintenance and Monitoring