Comparison of Machine Learning Methods for Evaluating Pavement Roughness Based on Vehicle Response

Engineering

• Road 100%
• Machine Learning Method 100%
• Pavement 100%
• Support Vector Machine 100%
• Random Forest 66%
• Road Pavement 66%
• Vehicle Sensor 66%
• Learning System 66%
• Vehicle Dynamics 33%
• Passenger Cars 33%
• Extracted Feature 33%
• Ride Comfort 33%
• Speed Data 33%
• Road Network 33%
• Perceptron 33%

Material Science

• Vehicle Sensor 100%
• Accelerometer 50%

Computer Science

• Support Vector Machine 100%