Comparison of artificial neural network (ANN) and linear regression modeling with residual errors to predict the unconfined compressive strength and compression index for Erbil City soils, Kurdistan-Iraq
Yousif Ismael Mawlood, Ahmed Salih, Rizgar Ali Hummadi, Ahmed Mohammed Hasan, Hawkar Hashim Ibrahim
Topics & Concepts
Atterberg limitsCompressive strengthWater contentVoid ratioMean squared errorSieve (category theory)Coefficient of determinationSoil waterSieve analysisLinear regressionSoil scienceCorrelation coefficientMathematicsGeotechnical engineeringEnvironmental scienceStatisticsMaterials scienceGeologyComposite materialCombinatoricsGeotechnical Engineering and Soil StabilizationGeotechnical Engineering and Soil MechanicsGeotechnical and construction materials studies