Support vector machine for evaluating seismic-liquefaction potential using shear wave velocity

► The developed SVM successfully models the complex relationship between the seismic and soil parameters. ► User can use the developed equations for prediction of seismic liquefaction potential of soil. ► This study shows that the developed SVM model can be used as a practical tool for prediction of seismic liquefaction potential of soil based on Vs data.