Enhancing prediction accuracy of workability and compressive strength of high-performance concrete through extended dataset and improved machine learning models
Rupesh Kumar Tipu, Suman Suman, Vandna Batra
Topics & Concepts
Mean squared errorGradient boostingSupport vector machineRandom forestRegressionCompressive strengthPredictive modellingRegression analysisComputer scienceLinear regressionMachine learningElastic net regularizationBoosting (machine learning)Decision treeArtificial neural networkAdaBoostArtificial intelligenceStatisticsMathematicsMaterials scienceComposite materialInfrastructure Maintenance and MonitoringInnovative concrete reinforcement materialsConcrete and Cement Materials Research