“…To develop a prediction model of the soil compaction parameters for a wide range of soil classifications with high precision, 226 soil compaction tests were collected from the literature (Al-Khafaji 1993; Daniel and Wu 1993;Othman and Benson 1993;Shelley and Daniel 1993;Delage et al 1996;Miller et al 2002;Fleureau et al 2003;Inci et al 2003;Lim and Miller 2004;Clariá and Rinaldi 2007;Vassallo et al 2007;Ito and Komine 2008;Shafiee 2008;Taïbi et al 2008;Günaydın 2009;Horpibulsuk et al 2009;Li 2009;Sawangsuriya et al 2009;Agus et al 2010;Akcanca and Aytekin 2012;Millogo et al 2012;Heitor et al 2013;Burton et al 2014;Fox et al 2014;Duong et al 2014 (ASTM 2017). For the soil classification according to ASTM (2017), the investigated soils include lean clay (CL), silty clay (CL-ML), fat clay (CH), elastic silt (MH), silt (ML), clayey sand (SC), poorly graded sand with clay (SP-SC), well-graded sand with clay (SW-SC), silty sand (SM), clayey gravel (GC), poorly graded gravel with clay (GP-GC), well-graded gravel with clay (GW-GC) and silty gravel (GM).…”