Prediction of shear strength of rock fractures using support vector regression and grid search optimization
Shijie Xie, Hang Lin, Yifan Chen, Hongyu Duan, Hongwei Liu, Baohua Liu
Topics & Concepts
Hyperparameter optimizationSupport vector machineMean squared errorShear strength (soil)Shear (geology)Coefficient of determinationCorrelation coefficientDirect shear testMachine learningComputer scienceGeotechnical engineeringAlgorithmMathematicsMaterials scienceGeologyStatisticsSoil scienceComposite materialSoil waterRock Mechanics and ModelingLandslides and related hazardsGeotechnical Engineering and Analysis