Comparison of Random Survival Forest with Accelerated Failure Time-Weibull Model for Bridge Deck Deterioration

Keyphrases

• Weibull Model 100%
• Bridge Deck Deterioration 100%
• Accelerated Failure Time Model 100%
• Deterioration Modeling 100%
• Random Survival Forest 100%
• Stochastic Model 50%
• Survival Model 50%
• Bridge Deck 50%
• Truck Traffic 50%
• Infrastructure Management 50%
• Random Survival Forest Model 50%
• Pennsylvania 25%
• Two-variable 25%
• Machine Learning Techniques 25%
• Prediction Accuracy 25%
• Distribution-based 25%
• Weibull Distribution 25%
• Deterministic Model 25%
• State-owned Companies 25%
• Inspection Data 25%

Mathematics

• Stochastic Model 100%
• Dependent Variable 100%
• Failure Time 100%
• Survival Model 100%
• Deterministic Model 50%
• Weibull Distribution 50%
• Predictive Accuracy 50%

Engineering

• Bridge Decks 100%
• Failure Time 100%
• Stochastic Model 33%
• Dependent Variable 33%
• Trucks 33%
• Machine Learning Method 16%