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Accident Prediction Accuracy Assessment for Highway-Rail Grade Crossings Using Random Forest Algorithm Compared with Decision Tree

Xiaoyi Zhou, Pan Lu, Zijian Zheng, Denver Tolliver, Amin Keramati

2020Reliability Engineering & System Safety249 citationsDOI

Topics & Concepts

Random forestDecision treeResamplingGeneralizationComputer scienceBenchmark (surveying)Tree (set theory)Data miningMachine learningArtificial intelligenceMathematicsMathematical analysisGeographyGeodesyTraffic and Road SafetyInfrastructure Maintenance and MonitoringTraffic Prediction and Management Techniques
Accident Prediction Accuracy Assessment for Highway-Rail Grade Crossings Using Random Forest Algorithm Compared with Decision Tree | Litcius