Comparing Resampling Algorithms and Classifiers for Modeling Traffic Risk Prediction

Keyphrases

• Crash Risk Prediction Model 50%
• Data Balancing 50%
• Feature Data 50%
• Maintenance Safety 50%
• Partial Dependence Plot 50%
• Pavement Condition 50%
• Pavement Structure 50%
• Resampling Algorithm 100%
• Road Maintenance 50%
• SMOTE-ENN 50%
• Spatial Density 50%
• Traffic Accident Forecasting 50%
• Traffic Crash Risk Prediction 100%
• Traffic Risk Prediction 100%

Computer Science

• ensemble classifier 100%
• Feature Individual 100%
• Spatial Density 100%

Engineering

• Density Ratio 25%