“…The study collect Training dataset of about 200 points of Liquid Limit, Plastic Limit, Shrinkage Limit, Plasticity Index and cation exchange capacity from different researcher papers including (Kadali et al, 2016), (Tian, Wei and Tan, 2019a), (Yukselen-Aksoy, Kaya andÖren, 2008), , (Y Yukselen andKaya, 2006b), (Arnepalli et al, 2008b), (Fernandez et al, 2017), (Lutenegger, Cerato and Harrington, 2003), (Mahmoudi, Srasra and Zargouni, 2016a), (Bayat et al, 2015), (Cerato et al, 2011), (Tadza et al, 2019), (Nambiar, Remya and Varghese, 2020), (Mahmoudi, Srasra and Zargouni, 2016b), (Lu and Dong, 2017), (Tian, Wei and Tan, 2019b), (Ngun et al, 2011), (Kozlowski and Nartowska, 2013).…”