Straightforward prediction for air-entry value of compacted soils using machine learning algorithms

Keyphrases

• Machine Learning Algorithms 100%
• Compacted Soil 100%
• Air-entry Value 100%
• Prediction Accuracy 50%
• Prediction Model 50%
• Evolutionary Polynomial Regression 50%
• Multi-expression Programming 50%
• Soil Properties 25%
• Large Database 25%
• Initial Water Content 25%
• Testing Data 25%
• Sand Content 25%
• Polynomial Regression Model 25%
• Random Forest 25%
• Fines Content 25%
• Plasticity Index 25%
• Regression Forest 25%
• Initial Void Ratio 25%
• Random Forest Regression 25%
• Soil Classification 25%

Engineering

• Explicit Expression 100%
• Random Forest 100%
• Machine Learning Algorithm 100%
• Initial Water Content 50%
• Sand Content 50%
• Fine Content 50%
• Plasticity Index 50%