Prediction of resilient modulus of fine-grained soil for pavement design using KNN, MARS, and random forest techniques
Chijioke Christopher Ikeagwuani, Chukwuebuka C. Nweke, Hyginus Onah
Topics & Concepts
Multivariate adaptive regression splinesRandom forestMars Exploration ProgramSoil waterComputer scienceGeneralizationMultivariate statisticsEnvironmental scienceSoil scienceGeotechnical engineeringMachine learningRegression analysisMathematicsGeologyNonparametric regressionPhysicsMathematical analysisAstronomyAsphalt Pavement Performance EvaluationInfrastructure Maintenance and MonitoringGeotechnical Engineering and Analysis