Application of multiple machine learning algorithms for intelligent prediction of the strength of fine-grained natural soils - Khalid, Muhammad Shahroz; Rehman, Zia ur; Alshameri, Badee; Maqsood, Zain; Hussain, Fazal; Khalid, Muhammad Irslan; Arbi, Syed Jamal; Haider, Abbas (Arabian journal of geosciences, 2025)
Keywords: Algorithms; Atterberg limits; Civil engineering; Compressive strength; Correlation coefficient; Correlation coefficients; Datasets; Density; Earth and Environmental Science; Earth Sciences; Fines; Geologists; Gravity; Laboratories; Learning algorithms; Liquid limits; Machine learning; Moisture content; Original Paper; Parameter sensitivity; Performance indices; Plasticity index; Prediction models; Regression analysis; Root-mean-square errors; Sand; Sand & gravel; Shear tests; Sieve analysis; Soil; Soils; Specific gravity; Variables; Machine learning algorithms; Statistical performance indices; Unconfined compressive strength; Fine-grain natural soils