Slope displacements resulting from earthquakes are an engineering demand parameter, and hence, its accurate prediction is of utmost significance in seismic engineering design, risk analysis, and mitigation. This study evaluated the influential parameters in predicting earthquake-induced slope displacements by developing a multivariate adaptive regression splines (MARS) model, a machine learning algorithm, based on the results...