Risk-Based Completion Cost Overrun Ratio Estimation in Construction Projects Using Machine Learning Classification Algorithms: A Case Study

Keyphrases

• Classification Algorithms 25%
• Construction Companies 25%
• Construction Projects 100%
• Cost Estimation 25%
• Cost Overrun 100%
• Data Properties 25%
• Decision Tree Classifier 25%
• Effective Method 25%
• Execution Phase 50%
• Executive 25%
• Machine Learning Algorithms 25%
• Machine Learning Classification 100%
• Machine Learning Techniques 25%
• Perception Data 25%
• Performance Index 25%
• Periodic Update 25%
• Planning Ability 25%
• Project Execution 25%
• Ratio Estimation 100%
• Ratio-based 25%
• Risk Perception 25%
• Risk Score 75%
• Risky Driving 100%
• Swift 25%
• System Dynamics 25%
• Total Risk 50%
• Validation Metrics 25%

Computer Science

• Case Study 100%
• Classification Algorithm 100%
• Cost Estimation 50%
• Decision Tree Classifier 50%
• Effective Method 50%
• Execution Phase 100%
• Gathering Data 50%
• Machine Learning 100%
• Machine Learning Algorithm 50%
• Machine Learning Technique 50%
• Project Execution 50%

Engineering

• Classification Algorithm 100%
• Cost Estimation 50%
• Data Point 50%
• Early Phase 50%
• Execution Phase 100%
• Learning System 100%
• Limitations 50%
• Machine Learning Algorithm 50%
• Machine Learning Technique 50%