Ensemble-based model selection for imbalanced data to investigate the contributing factors to multiple fatality road crashes in Ghana
Mahama Yahaya, Runhua Guo, Xinguo Jiang, Kamal Bashir, Caroline Mongina Matara, Shiwei Xu
Topics & Concepts
Machine learningOversamplingComputer scienceArtificial intelligenceEnsemble learningResamplingData setData miningRanking (information retrieval)Feature selectionVariable (mathematics)MathematicsBandwidth (computing)Mathematical analysisComputer networkTraffic and Road SafetyTraffic Prediction and Management TechniquesImbalanced Data Classification Techniques