Ranking contributors to traffic crashes on mountainous freeways from an incomplete dataset: A sequential approach of multivariate imputation by chained equations and random forest classifier
Lin Li, Carlo Giacomo Prato, Yonggang Wang
Topics & Concepts
Multivariate statisticsRandom forestImputation (statistics)Poison controlComputer scienceStatisticsInjury preventionRanking (information retrieval)Classifier (UML)Data miningTransport engineeringMachine learningEngineeringArtificial intelligenceMathematicsMissing dataMedical emergencyMedicineTraffic and Road SafetyTraffic Prediction and Management TechniquesAutomotive and Human Injury Biomechanics